id	sid	tid	token	lemma	pos
cord-326314-9ycht8gi	1	1	key	key	NN
cord-326314-9ycht8gi	1	2	:	:	:
cord-326314-9ycht8gi	2	1	cord-326314	cord-326314	NNP
cord-326314-9ycht8gi	2	2	-	-	HYPH
cord-326314-9ycht8gi	2	3	9ycht8gi	9ycht8gi	CD
cord-326314-9ycht8gi	2	4	authors	author	NNS
cord-326314-9ycht8gi	2	5	:	:	:
cord-326314-9ycht8gi	2	6	Armstrong	Armstrong	NNP
cord-326314-9ycht8gi	2	7	,	,	,
cord-326314-9ycht8gi	2	8	Eve	Eve	NNP
cord-326314-9ycht8gi	2	9	;	;	:
cord-326314-9ycht8gi	2	10	Runge	Runge	NNP
cord-326314-9ycht8gi	2	11	,	,	,
cord-326314-9ycht8gi	2	12	Manuela	Manuela	NNP
cord-326314-9ycht8gi	2	13	;	;	:
cord-326314-9ycht8gi	2	14	Gerardin	Gerardin	NNP
cord-326314-9ycht8gi	2	15	,	,	,
cord-326314-9ycht8gi	2	16	Jaline	Jaline	NNP
cord-326314-9ycht8gi	2	17	title	title	NN
cord-326314-9ycht8gi	2	18	:	:	:
cord-326314-9ycht8gi	2	19	Identifying	identify	VBG
cord-326314-9ycht8gi	2	20	the	the	DT
cord-326314-9ycht8gi	2	21	measurements	measurement	NNS
cord-326314-9ycht8gi	2	22	required	require	VBN
cord-326314-9ycht8gi	2	23	to	to	TO
cord-326314-9ycht8gi	2	24	estimate	estimate	VB
cord-326314-9ycht8gi	2	25	rates	rate	NNS
cord-326314-9ycht8gi	2	26	of	of	IN
cord-326314-9ycht8gi	2	27	COVID-19	covid-19	JJ
cord-326314-9ycht8gi	2	28	transmission	transmission	NN
cord-326314-9ycht8gi	2	29	,	,	,
cord-326314-9ycht8gi	2	30	infection	infection	NN
cord-326314-9ycht8gi	2	31	,	,	,
cord-326314-9ycht8gi	2	32	and	and	CC
cord-326314-9ycht8gi	2	33	detection	detection	NN
cord-326314-9ycht8gi	2	34	,	,	,
cord-326314-9ycht8gi	2	35	using	use	VBG
cord-326314-9ycht8gi	2	36	variational	variational	JJ
cord-326314-9ycht8gi	2	37	data	datum	NNS
cord-326314-9ycht8gi	2	38	assimilation	assimilation	NN
cord-326314-9ycht8gi	2	39	date	date	NN
cord-326314-9ycht8gi	2	40	:	:	:
cord-326314-9ycht8gi	2	41	2020	2020	CD
cord-326314-9ycht8gi	2	42	-	-	HYPH
cord-326314-9ycht8gi	2	43	11	11	CD
cord-326314-9ycht8gi	2	44	-	-	HYPH
cord-326314-9ycht8gi	2	45	02	02	CD
cord-326314-9ycht8gi	2	46	journal	journal	NN
cord-326314-9ycht8gi	2	47	:	:	:
cord-326314-9ycht8gi	3	1	Infect	infect	VB
cord-326314-9ycht8gi	3	2	Dis	Dis	NNP
cord-326314-9ycht8gi	3	3	Model	Model	NNP
cord-326314-9ycht8gi	3	4	DOI	doi	NN
cord-326314-9ycht8gi	3	5	:	:	:
cord-326314-9ycht8gi	3	6	10.1016	10.1016	CD
cord-326314-9ycht8gi	3	7	/	/	SYM
cord-326314-9ycht8gi	3	8	j.idm.2020.10.010	j.idm.2020.10.010	NNP
cord-326314-9ycht8gi	3	9	sha	sha	NNP
cord-326314-9ycht8gi	3	10	:	:	:
cord-326314-9ycht8gi	4	1	583564c42e6c7e41c9c83c2b6091e8f9061142f8	583564c42e6c7e41c9c83c2b6091e8f9061142f8	NNP
cord-326314-9ycht8gi	4	2	doc_id	doc_id	CD
cord-326314-9ycht8gi	4	3	:	:	:
cord-326314-9ycht8gi	5	1	326314	326314	CD
cord-326314-9ycht8gi	5	2	cord_uid	cord_uid	NN
cord-326314-9ycht8gi	5	3	:	:	:
cord-326314-9ycht8gi	6	1	9ycht8gi	9ycht8gi	CD
cord-326314-9ycht8gi	7	1	We	-PRON-	PRP
cord-326314-9ycht8gi	7	2	demonstrate	demonstrate	VBP
cord-326314-9ycht8gi	7	3	the	the	DT
cord-326314-9ycht8gi	7	4	ability	ability	NN
cord-326314-9ycht8gi	7	5	of	of	IN
cord-326314-9ycht8gi	7	6	statistical	statistical	JJ
cord-326314-9ycht8gi	7	7	data	data	NN
cord-326314-9ycht8gi	7	8	assimilation	assimilation	NN
cord-326314-9ycht8gi	7	9	(	(	-LRB-
cord-326314-9ycht8gi	7	10	SDA	SDA	NNP
cord-326314-9ycht8gi	7	11	)	)	-RRB-
cord-326314-9ycht8gi	7	12	to	to	TO
cord-326314-9ycht8gi	7	13	identify	identify	VB
cord-326314-9ycht8gi	7	14	the	the	DT
cord-326314-9ycht8gi	7	15	measurements	measurement	NNS
cord-326314-9ycht8gi	7	16	required	require	VBN
cord-326314-9ycht8gi	7	17	for	for	IN
cord-326314-9ycht8gi	7	18	accurate	accurate	JJ
cord-326314-9ycht8gi	7	19	state	state	NN
cord-326314-9ycht8gi	7	20	and	and	CC
cord-326314-9ycht8gi	7	21	parameter	parameter	NN
cord-326314-9ycht8gi	7	22	estimation	estimation	NN
cord-326314-9ycht8gi	7	23	in	in	IN
cord-326314-9ycht8gi	7	24	an	an	DT
cord-326314-9ycht8gi	7	25	epidemiological	epidemiological	JJ
cord-326314-9ycht8gi	7	26	model	model	NN
cord-326314-9ycht8gi	7	27	for	for	IN
cord-326314-9ycht8gi	7	28	the	the	DT
cord-326314-9ycht8gi	7	29	novel	novel	JJ
cord-326314-9ycht8gi	7	30	coronavirus	coronavirus	NN
cord-326314-9ycht8gi	7	31	disease	disease	NN
cord-326314-9ycht8gi	7	32	COVID-19	COVID-19	NNP
cord-326314-9ycht8gi	7	33	.	.	.
cord-326314-9ycht8gi	8	1	Our	-PRON-	PRP$
cord-326314-9ycht8gi	8	2	context	context	NN
cord-326314-9ycht8gi	8	3	is	be	VBZ
cord-326314-9ycht8gi	8	4	an	an	DT
cord-326314-9ycht8gi	8	5	effort	effort	NN
cord-326314-9ycht8gi	8	6	to	to	TO
cord-326314-9ycht8gi	8	7	inform	inform	VB
cord-326314-9ycht8gi	8	8	policy	policy	NN
cord-326314-9ycht8gi	8	9	regarding	regard	VBG
cord-326314-9ycht8gi	8	10	social	social	JJ
cord-326314-9ycht8gi	8	11	behavior	behavior	NN
cord-326314-9ycht8gi	8	12	,	,	,
cord-326314-9ycht8gi	8	13	to	to	TO
cord-326314-9ycht8gi	8	14	mitigate	mitigate	VB
cord-326314-9ycht8gi	8	15	strain	strain	NN
cord-326314-9ycht8gi	8	16	on	on	IN
cord-326314-9ycht8gi	8	17	hospital	hospital	NN
cord-326314-9ycht8gi	8	18	capacity	capacity	NN
cord-326314-9ycht8gi	8	19	.	.	.
cord-326314-9ycht8gi	9	1	The	the	DT
cord-326314-9ycht8gi	9	2	model	model	NN
cord-326314-9ycht8gi	9	3	unknowns	unknown	NNS
cord-326314-9ycht8gi	9	4	are	be	VBP
cord-326314-9ycht8gi	9	5	taken	take	VBN
cord-326314-9ycht8gi	9	6	to	to	TO
cord-326314-9ycht8gi	9	7	be	be	VB
cord-326314-9ycht8gi	9	8	:	:	:
cord-326314-9ycht8gi	9	9	the	the	DT
cord-326314-9ycht8gi	9	10	time	time	NN
cord-326314-9ycht8gi	9	11	-	-	HYPH
cord-326314-9ycht8gi	9	12	varying	vary	VBG
cord-326314-9ycht8gi	9	13	transmission	transmission	NN
cord-326314-9ycht8gi	9	14	rate	rate	NN
cord-326314-9ycht8gi	9	15	,	,	,
cord-326314-9ycht8gi	9	16	the	the	DT
cord-326314-9ycht8gi	9	17	fraction	fraction	NN
cord-326314-9ycht8gi	9	18	of	of	IN
cord-326314-9ycht8gi	9	19	exposed	expose	VBN
cord-326314-9ycht8gi	9	20	cases	case	NNS
cord-326314-9ycht8gi	9	21	that	that	WDT
cord-326314-9ycht8gi	9	22	require	require	VBP
cord-326314-9ycht8gi	9	23	hospitalization	hospitalization	NN
cord-326314-9ycht8gi	9	24	,	,	,
cord-326314-9ycht8gi	9	25	and	and	CC
cord-326314-9ycht8gi	9	26	the	the	DT
cord-326314-9ycht8gi	9	27	time	time	NN
cord-326314-9ycht8gi	9	28	-	-	HYPH
cord-326314-9ycht8gi	9	29	varying	vary	VBG
cord-326314-9ycht8gi	9	30	detection	detection	NN
cord-326314-9ycht8gi	9	31	probabilities	probability	NNS
cord-326314-9ycht8gi	9	32	of	of	IN
cord-326314-9ycht8gi	9	33	new	new	JJ
cord-326314-9ycht8gi	9	34	asymptomatic	asymptomatic	JJ
cord-326314-9ycht8gi	9	35	and	and	CC
cord-326314-9ycht8gi	9	36	symptomatic	symptomatic	JJ
cord-326314-9ycht8gi	9	37	cases	case	NNS
cord-326314-9ycht8gi	9	38	.	.	.
cord-326314-9ycht8gi	10	1	In	in	IN
cord-326314-9ycht8gi	10	2	simulations	simulation	NNS
cord-326314-9ycht8gi	10	3	,	,	,
cord-326314-9ycht8gi	10	4	we	-PRON-	PRP
cord-326314-9ycht8gi	10	5	obtain	obtain	VBP
cord-326314-9ycht8gi	10	6	estimates	estimate	NNS
cord-326314-9ycht8gi	10	7	of	of	IN
cord-326314-9ycht8gi	10	8	undetected	undetected	JJ
cord-326314-9ycht8gi	10	9	(	(	-LRB-
cord-326314-9ycht8gi	10	10	that	that	RB
cord-326314-9ycht8gi	10	11	is	is	RB
cord-326314-9ycht8gi	10	12	,	,	,
cord-326314-9ycht8gi	10	13	unmeasured	unmeasured	JJ
cord-326314-9ycht8gi	10	14	)	)	-RRB-
cord-326314-9ycht8gi	10	15	infectious	infectious	JJ
cord-326314-9ycht8gi	10	16	populations	population	NNS
cord-326314-9ycht8gi	10	17	,	,	,
cord-326314-9ycht8gi	10	18	by	by	IN
cord-326314-9ycht8gi	10	19	measuring	measure	VBG
cord-326314-9ycht8gi	10	20	the	the	DT
cord-326314-9ycht8gi	10	21	detected	detect	VBN
cord-326314-9ycht8gi	10	22	cases	case	NNS
cord-326314-9ycht8gi	10	23	together	together	RB
cord-326314-9ycht8gi	10	24	with	with	IN
cord-326314-9ycht8gi	10	25	the	the	DT
cord-326314-9ycht8gi	10	26	recovered	recovered	JJ
cord-326314-9ycht8gi	10	27	and	and	CC
cord-326314-9ycht8gi	10	28	dead	dead	JJ
cord-326314-9ycht8gi	10	29	-	-	:
cord-326314-9ycht8gi	10	30	and	and	CC
cord-326314-9ycht8gi	10	31	without	without	IN
cord-326314-9ycht8gi	10	32	assumed	assume	VBN
cord-326314-9ycht8gi	10	33	knowledge	knowledge	NN
cord-326314-9ycht8gi	10	34	of	of	IN
cord-326314-9ycht8gi	10	35	the	the	DT
cord-326314-9ycht8gi	10	36	detection	detection	NN
cord-326314-9ycht8gi	10	37	rates	rate	NNS
cord-326314-9ycht8gi	10	38	.	.	.
cord-326314-9ycht8gi	11	1	Given	give	VBN
cord-326314-9ycht8gi	11	2	a	a	DT
cord-326314-9ycht8gi	11	3	noiseless	noiseless	JJ
cord-326314-9ycht8gi	11	4	measurement	measurement	NN
cord-326314-9ycht8gi	11	5	of	of	IN
cord-326314-9ycht8gi	11	6	the	the	DT
cord-326314-9ycht8gi	11	7	recovered	recover	VBN
cord-326314-9ycht8gi	11	8	population	population	NN
cord-326314-9ycht8gi	11	9	,	,	,
cord-326314-9ycht8gi	11	10	excellent	excellent	JJ
cord-326314-9ycht8gi	11	11	estimates	estimate	NNS
cord-326314-9ycht8gi	11	12	of	of	IN
cord-326314-9ycht8gi	11	13	all	all	DT
cord-326314-9ycht8gi	11	14	quantities	quantity	NNS
cord-326314-9ycht8gi	11	15	are	be	VBP
cord-326314-9ycht8gi	11	16	obtained	obtain	VBN
cord-326314-9ycht8gi	11	17	using	use	VBG
cord-326314-9ycht8gi	11	18	a	a	DT
cord-326314-9ycht8gi	11	19	temporal	temporal	JJ
cord-326314-9ycht8gi	11	20	baseline	baseline	NN
cord-326314-9ycht8gi	11	21	of	of	IN
cord-326314-9ycht8gi	11	22	101	101	CD
cord-326314-9ycht8gi	11	23	days	day	NNS
cord-326314-9ycht8gi	11	24	,	,	,
cord-326314-9ycht8gi	11	25	with	with	IN
cord-326314-9ycht8gi	11	26	the	the	DT
cord-326314-9ycht8gi	11	27	exception	exception	NN
cord-326314-9ycht8gi	11	28	of	of	IN
cord-326314-9ycht8gi	11	29	the	the	DT
cord-326314-9ycht8gi	11	30	time	time	NN
cord-326314-9ycht8gi	11	31	-	-	HYPH
cord-326314-9ycht8gi	11	32	varying	vary	VBG
cord-326314-9ycht8gi	11	33	transmission	transmission	NN
cord-326314-9ycht8gi	11	34	rate	rate	NN
cord-326314-9ycht8gi	11	35	at	at	IN
cord-326314-9ycht8gi	11	36	times	time	NNS
cord-326314-9ycht8gi	11	37	prior	prior	RB
cord-326314-9ycht8gi	11	38	to	to	IN
cord-326314-9ycht8gi	11	39	the	the	DT
cord-326314-9ycht8gi	11	40	implementation	implementation	NN
cord-326314-9ycht8gi	11	41	of	of	IN
cord-326314-9ycht8gi	11	42	social	social	JJ
cord-326314-9ycht8gi	11	43	distancing	distancing	NN
cord-326314-9ycht8gi	11	44	.	.	.
cord-326314-9ycht8gi	12	1	With	with	IN
cord-326314-9ycht8gi	12	2	low	low	JJ
cord-326314-9ycht8gi	12	3	noise	noise	NN
cord-326314-9ycht8gi	12	4	added	add	VBN
cord-326314-9ycht8gi	12	5	to	to	IN
cord-326314-9ycht8gi	12	6	the	the	DT
cord-326314-9ycht8gi	12	7	recovered	recover	VBN
cord-326314-9ycht8gi	12	8	population	population	NN
cord-326314-9ycht8gi	12	9	,	,	,
cord-326314-9ycht8gi	12	10	accurate	accurate	JJ
cord-326314-9ycht8gi	12	11	state	state	NN
cord-326314-9ycht8gi	12	12	estimates	estimate	NNS
cord-326314-9ycht8gi	12	13	require	require	VBP
cord-326314-9ycht8gi	12	14	a	a	DT
cord-326314-9ycht8gi	12	15	lengthening	lengthening	NN
cord-326314-9ycht8gi	12	16	of	of	IN
cord-326314-9ycht8gi	12	17	the	the	DT
cord-326314-9ycht8gi	12	18	temporal	temporal	JJ
cord-326314-9ycht8gi	12	19	baseline	baseline	NN
cord-326314-9ycht8gi	12	20	of	of	IN
cord-326314-9ycht8gi	12	21	measurements	measurement	NNS
cord-326314-9ycht8gi	12	22	.	.	.
cord-326314-9ycht8gi	13	1	Estimates	estimate	NNS
cord-326314-9ycht8gi	13	2	of	of	IN
cord-326314-9ycht8gi	13	3	all	all	DT
cord-326314-9ycht8gi	13	4	parameters	parameter	NNS
cord-326314-9ycht8gi	13	5	are	be	VBP
cord-326314-9ycht8gi	13	6	sensitive	sensitive	JJ
cord-326314-9ycht8gi	13	7	to	to	IN
cord-326314-9ycht8gi	13	8	the	the	DT
cord-326314-9ycht8gi	13	9	contamination	contamination	NN
cord-326314-9ycht8gi	13	10	,	,	,
cord-326314-9ycht8gi	13	11	highlighting	highlight	VBG
cord-326314-9ycht8gi	13	12	the	the	DT
cord-326314-9ycht8gi	13	13	need	need	NN
cord-326314-9ycht8gi	13	14	for	for	IN
cord-326314-9ycht8gi	13	15	accurate	accurate	JJ
cord-326314-9ycht8gi	13	16	and	and	CC
cord-326314-9ycht8gi	13	17	uniform	uniform	JJ
cord-326314-9ycht8gi	13	18	methods	method	NNS
cord-326314-9ycht8gi	13	19	of	of	IN
cord-326314-9ycht8gi	13	20	reporting	reporting	NN
cord-326314-9ycht8gi	13	21	.	.	.
cord-326314-9ycht8gi	14	1	The	the	DT
cord-326314-9ycht8gi	14	2	aim	aim	NN
cord-326314-9ycht8gi	14	3	of	of	IN
cord-326314-9ycht8gi	14	4	this	this	DT
cord-326314-9ycht8gi	14	5	paper	paper	NN
cord-326314-9ycht8gi	14	6	is	be	VBZ
cord-326314-9ycht8gi	14	7	to	to	TO
cord-326314-9ycht8gi	14	8	exemplify	exemplify	VB
cord-326314-9ycht8gi	14	9	the	the	DT
cord-326314-9ycht8gi	14	10	power	power	NN
cord-326314-9ycht8gi	14	11	of	of	IN
cord-326314-9ycht8gi	14	12	SDA	SDA	NNP
cord-326314-9ycht8gi	14	13	to	to	TO
cord-326314-9ycht8gi	14	14	determine	determine	VB
cord-326314-9ycht8gi	14	15	what	what	WP
cord-326314-9ycht8gi	14	16	properties	property	NNS
cord-326314-9ycht8gi	14	17	of	of	IN
cord-326314-9ycht8gi	14	18	measurements	measurement	NNS
cord-326314-9ycht8gi	14	19	will	will	MD
cord-326314-9ycht8gi	14	20	yield	yield	VB
cord-326314-9ycht8gi	14	21	estimates	estimate	NNS
cord-326314-9ycht8gi	14	22	of	of	IN
cord-326314-9ycht8gi	14	23	unknown	unknown	JJ
cord-326314-9ycht8gi	14	24	parameters	parameter	NNS
cord-326314-9ycht8gi	14	25	to	to	IN
cord-326314-9ycht8gi	14	26	a	a	DT
cord-326314-9ycht8gi	14	27	desired	desire	VBN
cord-326314-9ycht8gi	14	28	precision	precision	NN
cord-326314-9ycht8gi	14	29	,	,	,
cord-326314-9ycht8gi	14	30	in	in	IN
cord-326314-9ycht8gi	14	31	a	a	DT
cord-326314-9ycht8gi	14	32	model	model	NN
cord-326314-9ycht8gi	14	33	with	with	IN
cord-326314-9ycht8gi	14	34	the	the	DT
cord-326314-9ycht8gi	14	35	complexity	complexity	NN
cord-326314-9ycht8gi	14	36	required	require	VBN
cord-326314-9ycht8gi	14	37	to	to	TO
cord-326314-9ycht8gi	14	38	capture	capture	VB
cord-326314-9ycht8gi	14	39	important	important	JJ
cord-326314-9ycht8gi	14	40	features	feature	NNS
cord-326314-9ycht8gi	14	41	of	of	IN
cord-326314-9ycht8gi	14	42	the	the	DT
cord-326314-9ycht8gi	14	43	COVID-19	COVID-19	NNP
cord-326314-9ycht8gi	14	44	pandemic	pandemic	NN
cord-326314-9ycht8gi	14	45	.	.	.
cord-326314-9ycht8gi	15	1	The	the	DT
cord-326314-9ycht8gi	15	2	coronavirus	coronavirus	NN
cord-326314-9ycht8gi	15	3	disease	disease	NN
cord-326314-9ycht8gi	15	4	2019	2019	CD
cord-326314-9ycht8gi	16	1	(	(	-LRB-
cord-326314-9ycht8gi	16	2	COVID-	COVID-	NNP
cord-326314-9ycht8gi	16	3	19	19	CD
cord-326314-9ycht8gi	16	4	)	)	-RRB-
cord-326314-9ycht8gi	16	5	is	be	VBZ
cord-326314-9ycht8gi	16	6	burdening	burden	VBG
cord-326314-9ycht8gi	16	7	health	health	NN
cord-326314-9ycht8gi	16	8	care	care	NN
cord-326314-9ycht8gi	16	9	systems	system	NNS
cord-326314-9ycht8gi	16	10	worldwide	worldwide	RB
cord-326314-9ycht8gi	16	11	,	,	,
cord-326314-9ycht8gi	16	12	threatening	threaten	VBG
cord-326314-9ycht8gi	16	13	physical	physical	JJ
cord-326314-9ycht8gi	16	14	and	and	CC
cord-326314-9ycht8gi	16	15	psychological	psychological	JJ
cord-326314-9ycht8gi	16	16	health	health	NN
cord-326314-9ycht8gi	16	17	,	,	,
cord-326314-9ycht8gi	16	18	and	and	CC
cord-326314-9ycht8gi	16	19	devastating	devastate	VBG
cord-326314-9ycht8gi	16	20	the	the	DT
cord-326314-9ycht8gi	16	21	global	global	JJ
cord-326314-9ycht8gi	16	22	economy	economy	NN
cord-326314-9ycht8gi	16	23	.	.	.
cord-326314-9ycht8gi	17	1	Individual	individual	JJ
cord-326314-9ycht8gi	17	2	countries	country	NNS
cord-326314-9ycht8gi	17	3	and	and	CC
cord-326314-9ycht8gi	17	4	states	state	NNS
cord-326314-9ycht8gi	17	5	are	be	VBP
cord-326314-9ycht8gi	17	6	tasked	task	VBN
cord-326314-9ycht8gi	17	7	demonstrate	demonstrate	VBP
cord-326314-9ycht8gi	17	8	the	the	DT
cord-326314-9ycht8gi	17	9	power	power	NN
cord-326314-9ycht8gi	17	10	and	and	CC
cord-326314-9ycht8gi	17	11	versatility	versatility	NN
cord-326314-9ycht8gi	17	12	of	of	IN
cord-326314-9ycht8gi	17	13	the	the	DT
cord-326314-9ycht8gi	17	14	SDA	SDA	NNP
cord-326314-9ycht8gi	17	15	technique	technique	NN
cord-326314-9ycht8gi	17	16	to	to	TO
cord-326314-9ycht8gi	17	17	explore	explore	VB
cord-326314-9ycht8gi	17	18	what	what	WP
cord-326314-9ycht8gi	17	19	is	be	VBZ
cord-326314-9ycht8gi	17	20	required	require	VBN
cord-326314-9ycht8gi	17	21	of	of	IN
cord-326314-9ycht8gi	17	22	measurements	measurement	NNS
cord-326314-9ycht8gi	17	23	to	to	TO
cord-326314-9ycht8gi	17	24	complete	complete	VB
cord-326314-9ycht8gi	17	25	a	a	DT
cord-326314-9ycht8gi	17	26	model	model	NN
cord-326314-9ycht8gi	17	27	with	with	IN
cord-326314-9ycht8gi	17	28	a	a	DT
cord-326314-9ycht8gi	17	29	dimension	dimension	NN
cord-326314-9ycht8gi	17	30	sufficiently	sufficiently	RB
cord-326314-9ycht8gi	17	31	high	high	JJ
cord-326314-9ycht8gi	17	32	to	to	TO
cord-326314-9ycht8gi	17	33	capture	capture	VB
cord-326314-9ycht8gi	17	34	the	the	DT
cord-326314-9ycht8gi	17	35	policy	policy	NN
cord-326314-9ycht8gi	17	36	-	-	HYPH
cord-326314-9ycht8gi	17	37	relevant	relevant	JJ
cord-326314-9ycht8gi	17	38	complexities	complexity	NNS
cord-326314-9ycht8gi	17	39	of	of	IN
cord-326314-9ycht8gi	17	40	COVID-19	covid-19	JJ
cord-326314-9ycht8gi	17	41	transmission	transmission	NN
cord-326314-9ycht8gi	17	42	and	and	CC
cord-326314-9ycht8gi	17	43	containment	containment	NN
cord-326314-9ycht8gi	17	44	-an	-an	NNS
cord-326314-9ycht8gi	17	45	examination	examination	NN
cord-326314-9ycht8gi	17	46	that	that	WDT
cord-326314-9ycht8gi	17	47	has	have	VBZ
cord-326314-9ycht8gi	17	48	not	not	RB
cord-326314-9ycht8gi	17	49	previously	previously	RB
cord-326314-9ycht8gi	17	50	been	be	VBN
cord-326314-9ycht8gi	17	51	done	do	VBN
cord-326314-9ycht8gi	17	52	.	.	.
cord-326314-9ycht8gi	18	1	To	to	IN
cord-326314-9ycht8gi	18	2	this	this	DT
cord-326314-9ycht8gi	18	3	end	end	NN
cord-326314-9ycht8gi	18	4	,	,	,
cord-326314-9ycht8gi	18	5	we	-PRON-	PRP
cord-326314-9ycht8gi	18	6	sought	seek	VBD
cord-326314-9ycht8gi	18	7	to	to	TO
cord-326314-9ycht8gi	18	8	estimate	estimate	VB
cord-326314-9ycht8gi	18	9	the	the	DT
cord-326314-9ycht8gi	18	10	parameters	parameter	NNS
cord-326314-9ycht8gi	18	11	noted	note	VBN
cord-326314-9ycht8gi	18	12	above	above	RB
cord-326314-9ycht8gi	18	13	,	,	,
cord-326314-9ycht8gi	18	14	using	use	VBG
cord-326314-9ycht8gi	18	15	simulated	simulated	JJ
cord-326314-9ycht8gi	18	16	data	datum	NNS
cord-326314-9ycht8gi	18	17	representing	represent	VBG
cord-326314-9ycht8gi	18	18	a	a	DT
cord-326314-9ycht8gi	18	19	metropolitan	metropolitan	JJ
cord-326314-9ycht8gi	18	20	-	-	HYPH
cord-326314-9ycht8gi	18	21	area	area	NN
cord-326314-9ycht8gi	18	22	population	population	NN
cord-326314-9ycht8gi	18	23	loosely	loosely	RB
cord-326314-9ycht8gi	18	24	based	base	VBN
cord-326314-9ycht8gi	18	25	on	on	IN
cord-326314-9ycht8gi	18	26	New	New	NNP
cord-326314-9ycht8gi	18	27	York	York	NNP
cord-326314-9ycht8gi	18	28	City	City	NNP
cord-326314-9ycht8gi	18	29	.	.	.
cord-326314-9ycht8gi	19	1	We	-PRON-	PRP
cord-326314-9ycht8gi	19	2	examined	examine	VBD
cord-326314-9ycht8gi	19	3	the	the	DT
cord-326314-9ycht8gi	19	4	sensitivity	sensitivity	NN
cord-326314-9ycht8gi	19	5	of	of	IN
cord-326314-9ycht8gi	19	6	estimations	estimation	NNS
cord-326314-9ycht8gi	19	7	to	to	IN
cord-326314-9ycht8gi	19	8	:	:	:
cord-326314-9ycht8gi	19	9	i	i	LS
cord-326314-9ycht8gi	19	10	)	)	-RRB-
cord-326314-9ycht8gi	19	11	the	the	DT
cord-326314-9ycht8gi	19	12	subpopulations	subpopulation	NNS
cord-326314-9ycht8gi	19	13	that	that	WDT
cord-326314-9ycht8gi	19	14	were	be	VBD
cord-326314-9ycht8gi	19	15	sampled	sample	VBN
cord-326314-9ycht8gi	19	16	,	,	,
cord-326314-9ycht8gi	19	17	ii	ii	LS
cord-326314-9ycht8gi	19	18	)	)	-RRB-
cord-326314-9ycht8gi	19	19	the	the	DT
cord-326314-9ycht8gi	19	20	temporal	temporal	JJ
cord-326314-9ycht8gi	19	21	baseline	baseline	NN
cord-326314-9ycht8gi	19	22	of	of	IN
cord-326314-9ycht8gi	19	23	sampling	sampling	NN
cord-326314-9ycht8gi	19	24	,	,	,
cord-326314-9ycht8gi	19	25	and	and	CC
cord-326314-9ycht8gi	19	26	iii	iii	LS
cord-326314-9ycht8gi	19	27	)	)	-RRB-
cord-326314-9ycht8gi	19	28	uncertainty	uncertainty	NN
cord-326314-9ycht8gi	19	29	in	in	IN
cord-326314-9ycht8gi	19	30	the	the	DT
cord-326314-9ycht8gi	19	31	sampling	sampling	NN
cord-326314-9ycht8gi	19	32	.	.	.
cord-326314-9ycht8gi	20	1	Results	result	NNS
cord-326314-9ycht8gi	20	2	using	use	VBG
cord-326314-9ycht8gi	20	3	simulated	simulated	JJ
cord-326314-9ycht8gi	20	4	data	datum	NNS
cord-326314-9ycht8gi	20	5	are	be	VBP
cord-326314-9ycht8gi	20	6	threefold	threefold	JJ
cord-326314-9ycht8gi	20	7	.	.	.
cord-326314-9ycht8gi	21	1	First	first	RB
cord-326314-9ycht8gi	21	2	,	,	,
cord-326314-9ycht8gi	21	3	reasonable	reasonable	JJ
cord-326314-9ycht8gi	21	4	estimations	estimation	NNS
cord-326314-9ycht8gi	21	5	of	of	IN
cord-326314-9ycht8gi	21	6	time	time	NN
cord-326314-9ycht8gi	21	7	-	-	HYPH
cord-326314-9ycht8gi	21	8	varying	vary	VBG
cord-326314-9ycht8gi	21	9	detection	detection	NN
cord-326314-9ycht8gi	21	10	probabilities	probability	NNS
cord-326314-9ycht8gi	21	11	require	require	VBP
cord-326314-9ycht8gi	21	12	the	the	DT
cord-326314-9ycht8gi	21	13	reporting	reporting	NN
cord-326314-9ycht8gi	21	14	of	of	IN
cord-326314-9ycht8gi	21	15	new	new	JJ
cord-326314-9ycht8gi	21	16	detected	detected	JJ
cord-326314-9ycht8gi	21	17	cases	case	NNS
cord-326314-9ycht8gi	21	18	(	(	-LRB-
cord-326314-9ycht8gi	21	19	asymptomatic	asymptomatic	JJ
cord-326314-9ycht8gi	21	20	and	and	CC
cord-326314-9ycht8gi	21	21	symptomatic	symptomatic	JJ
cord-326314-9ycht8gi	21	22	)	)	-RRB-
cord-326314-9ycht8gi	21	23	,	,	,
cord-326314-9ycht8gi	21	24	dead	dead	JJ
cord-326314-9ycht8gi	21	25	,	,	,
cord-326314-9ycht8gi	21	26	and	and	CC
cord-326314-9ycht8gi	21	27	recovered	recover	VBD
cord-326314-9ycht8gi	21	28	.	.	.
cord-326314-9ycht8gi	22	1	Second	second	RB
cord-326314-9ycht8gi	22	2	,	,	,
cord-326314-9ycht8gi	22	3	given	give	VBN
cord-326314-9ycht8gi	22	4	noiseless	noiseless	JJ
cord-326314-9ycht8gi	22	5	measurements	measurement	NNS
cord-326314-9ycht8gi	22	6	,	,	,
cord-326314-9ycht8gi	22	7	a	a	DT
cord-326314-9ycht8gi	22	8	temporal	temporal	JJ
cord-326314-9ycht8gi	22	9	baseline	baseline	NN
cord-326314-9ycht8gi	22	10	of	of	IN
cord-326314-9ycht8gi	22	11	101	101	CD
cord-326314-9ycht8gi	22	12	days	day	NNS
cord-326314-9ycht8gi	22	13	is	be	VBZ
cord-326314-9ycht8gi	22	14	sufficient	sufficient	JJ
cord-326314-9ycht8gi	22	15	for	for	IN
cord-326314-9ycht8gi	22	16	the	the	DT
cord-326314-9ycht8gi	22	17	SDA	SDA	NNP
cord-326314-9ycht8gi	22	18	procedure	procedure	NN
cord-326314-9ycht8gi	22	19	to	to	TO
cord-326314-9ycht8gi	22	20	capture	capture	VB
cord-326314-9ycht8gi	22	21	the	the	DT
cord-326314-9ycht8gi	22	22	general	general	JJ
cord-326314-9ycht8gi	22	23	trends	trend	NNS
cord-326314-9ycht8gi	22	24	in	in	IN
cord-326314-9ycht8gi	22	25	the	the	DT
cord-326314-9ycht8gi	22	26	evolution	evolution	NN
cord-326314-9ycht8gi	22	27	of	of	IN
cord-326314-9ycht8gi	22	28	the	the	DT
cord-326314-9ycht8gi	22	29	model	model	NN
cord-326314-9ycht8gi	22	30	populations	population	NNS
cord-326314-9ycht8gi	22	31	,	,	,
cord-326314-9ycht8gi	22	32	the	the	DT
cord-326314-9ycht8gi	22	33	detection	detection	NN
cord-326314-9ycht8gi	22	34	probabilities	probability	NNS
cord-326314-9ycht8gi	22	35	,	,	,
cord-326314-9ycht8gi	22	36	and	and	CC
cord-326314-9ycht8gi	22	37	the	the	DT
cord-326314-9ycht8gi	22	38	time	time	NN
cord-326314-9ycht8gi	22	39	-	-	HYPH
cord-326314-9ycht8gi	22	40	varying	vary	VBG
cord-326314-9ycht8gi	22	41	transmission	transmission	NN
cord-326314-9ycht8gi	22	42	rate	rate	NN
cord-326314-9ycht8gi	22	43	following	follow	VBG
cord-326314-9ycht8gi	22	44	the	the	DT
cord-326314-9ycht8gi	22	45	implementation	implementation	NN
cord-326314-9ycht8gi	22	46	of	of	IN
cord-326314-9ycht8gi	22	47	social	social	JJ
cord-326314-9ycht8gi	22	48	distancing	distancing	NN
cord-326314-9ycht8gi	22	49	.	.	.
cord-326314-9ycht8gi	23	1	Importantly	importantly	RB
cord-326314-9ycht8gi	23	2	,	,	,
cord-326314-9ycht8gi	23	3	the	the	DT
cord-326314-9ycht8gi	23	4	information	information	NN
cord-326314-9ycht8gi	23	5	contained	contain	VBN
cord-326314-9ycht8gi	23	6	in	in	IN
cord-326314-9ycht8gi	23	7	the	the	DT
cord-326314-9ycht8gi	23	8	measured	measure	VBN
cord-326314-9ycht8gi	23	9	detected	detect	VBN
cord-326314-9ycht8gi	23	10	populations	population	NNS
cord-326314-9ycht8gi	23	11	propagates	propagate	VBZ
cord-326314-9ycht8gi	23	12	successfully	successfully	RB
cord-326314-9ycht8gi	23	13	to	to	IN
cord-326314-9ycht8gi	23	14	the	the	DT
cord-326314-9ycht8gi	23	15	estimation	estimation	NN
cord-326314-9ycht8gi	23	16	of	of	IN
cord-326314-9ycht8gi	23	17	the	the	DT
cord-326314-9ycht8gi	23	18	numbers	number	NNS
cord-326314-9ycht8gi	23	19	of	of	IN
cord-326314-9ycht8gi	23	20	severe	severe	JJ
cord-326314-9ycht8gi	23	21	undetected	undetected	JJ
cord-326314-9ycht8gi	23	22	cases	case	NNS
cord-326314-9ycht8gi	23	23	.	.	.
cord-326314-9ycht8gi	24	1	Third	third	RB
cord-326314-9ycht8gi	24	2	,	,	,
cord-326314-9ycht8gi	24	3	the	the	DT
cord-326314-9ycht8gi	24	4	state	state	NN
cord-326314-9ycht8gi	24	5	evolution	evolution	NN
cord-326314-9ycht8gi	24	6	-and	-and	:
cord-326314-9ycht8gi	24	7	importantly	importantly	RB
cord-326314-9ycht8gi	24	8	the	the	DT
cord-326314-9ycht8gi	24	9	populations	population	NNS
cord-326314-9ycht8gi	24	10	requiring	require	VBG
cord-326314-9ycht8gi	24	11	inpatient	inpatient	JJ
cord-326314-9ycht8gi	24	12	care	care	NN
cord-326314-9ycht8gi	24	13	-tolerates	-tolerate	VBZ
cord-326314-9ycht8gi	24	14	low	low	JJ
cord-326314-9ycht8gi	24	15	(	(	-LRB-
cord-326314-9ycht8gi	24	16	∼	∼	NN
cord-326314-9ycht8gi	24	17	five	five	CD
cord-326314-9ycht8gi	24	18	percent	percent	NN
cord-326314-9ycht8gi	24	19	)	)	-RRB-
cord-326314-9ycht8gi	24	20	noise	noise	NN
cord-326314-9ycht8gi	24	21	,	,	,
cord-326314-9ycht8gi	24	22	given	give	VBN
cord-326314-9ycht8gi	24	23	a	a	DT
cord-326314-9ycht8gi	24	24	doubling	doubling	NN
cord-326314-9ycht8gi	24	25	of	of	IN
cord-326314-9ycht8gi	24	26	the	the	DT
cord-326314-9ycht8gi	24	27	temporal	temporal	JJ
cord-326314-9ycht8gi	24	28	baseline	baseline	NN
cord-326314-9ycht8gi	24	29	of	of	IN
cord-326314-9ycht8gi	24	30	measurements	measurement	NNS
cord-326314-9ycht8gi	24	31	;	;	:
cord-326314-9ycht8gi	24	32	the	the	DT
cord-326314-9ycht8gi	24	33	parameter	parameter	NN
cord-326314-9ycht8gi	24	34	estimates	estimate	NNS
cord-326314-9ycht8gi	24	35	do	do	VBP
cord-326314-9ycht8gi	24	36	not	not	RB
cord-326314-9ycht8gi	24	37	tolerate	tolerate	VB
cord-326314-9ycht8gi	24	38	this	this	DT
cord-326314-9ycht8gi	24	39	contamination	contamination	NN
cord-326314-9ycht8gi	24	40	.	.	.
cord-326314-9ycht8gi	25	1	Finally	finally	RB
cord-326314-9ycht8gi	25	2	,	,	,
cord-326314-9ycht8gi	25	3	we	-PRON-	PRP
cord-326314-9ycht8gi	25	4	discuss	discuss	VBP
cord-326314-9ycht8gi	25	5	necessary	necessary	JJ
cord-326314-9ycht8gi	25	6	modifications	modification	NNS
cord-326314-9ycht8gi	25	7	prior	prior	RB
cord-326314-9ycht8gi	25	8	to	to	IN
cord-326314-9ycht8gi	25	9	testing	test	VBG
cord-326314-9ycht8gi	25	10	with	with	IN
cord-326314-9ycht8gi	25	11	real	real	JJ
cord-326314-9ycht8gi	25	12	data	datum	NNS
cord-326314-9ycht8gi	25	13	,	,	,
cord-326314-9ycht8gi	25	14	including	include	VBG
cord-326314-9ycht8gi	25	15	lowering	lower	VBG
cord-326314-9ycht8gi	25	16	the	the	DT
cord-326314-9ycht8gi	25	17	sensitivity	sensitivity	NN
cord-326314-9ycht8gi	25	18	of	of	IN
cord-326314-9ycht8gi	25	19	parameter	parameter	NN
cord-326314-9ycht8gi	25	20	estimates	estimate	NNS
cord-326314-9ycht8gi	25	21	to	to	IN
cord-326314-9ycht8gi	25	22	noise	noise	NN
cord-326314-9ycht8gi	25	23	in	in	IN
cord-326314-9ycht8gi	25	24	data	datum	NNS
cord-326314-9ycht8gi	25	25	.	.	.
cord-326314-9ycht8gi	26	1	The	the	DT
cord-326314-9ycht8gi	26	2	model	model	NN
cord-326314-9ycht8gi	26	3	is	be	VBZ
cord-326314-9ycht8gi	26	4	written	write	VBN
cord-326314-9ycht8gi	26	5	in	in	IN
cord-326314-9ycht8gi	26	6	22	22	CD
cord-326314-9ycht8gi	26	7	state	state	NN
cord-326314-9ycht8gi	26	8	variables	variable	NNS
cord-326314-9ycht8gi	26	9	,	,	,
cord-326314-9ycht8gi	26	10	each	each	DT
cord-326314-9ycht8gi	26	11	representing	represent	VBG
cord-326314-9ycht8gi	26	12	a	a	DT
cord-326314-9ycht8gi	26	13	subpopulation	subpopulation	NN
cord-326314-9ycht8gi	26	14	of	of	IN
cord-326314-9ycht8gi	26	15	people	people	NNS
cord-326314-9ycht8gi	26	16	;	;	:
cord-326314-9ycht8gi	26	17	the	the	DT
cord-326314-9ycht8gi	26	18	total	total	JJ
cord-326314-9ycht8gi	26	19	population	population	NN
cord-326314-9ycht8gi	26	20	is	be	VBZ
cord-326314-9ycht8gi	26	21	conserved	conserve	VBN
cord-326314-9ycht8gi	26	22	.	.	.
cord-326314-9ycht8gi	27	1	Figure	figure	NN
cord-326314-9ycht8gi	27	2	1	1	CD
cord-326314-9ycht8gi	27	3	shows	show	VBZ
cord-326314-9ycht8gi	27	4	a	a	DT
cord-326314-9ycht8gi	27	5	schematic	schematic	NN
cord-326314-9ycht8gi	27	6	of	of	IN
cord-326314-9ycht8gi	27	7	the	the	DT
cord-326314-9ycht8gi	27	8	model	model	NN
cord-326314-9ycht8gi	27	9	structure	structure	NN
cord-326314-9ycht8gi	27	10	.	.	.
cord-326314-9ycht8gi	28	1	Each	each	DT
cord-326314-9ycht8gi	28	2	member	member	NN
cord-326314-9ycht8gi	28	3	of	of	IN
cord-326314-9ycht8gi	28	4	a	a	DT
cord-326314-9ycht8gi	28	5	Population	Population	NNP
cord-326314-9ycht8gi	28	6	S	S	NNP
cord-326314-9ycht8gi	28	7	that	that	WDT
cord-326314-9ycht8gi	28	8	becomes	become	VBZ
cord-326314-9ycht8gi	28	9	Exposed	expose	VBN
cord-326314-9ycht8gi	28	10	(	(	-LRB-
cord-326314-9ycht8gi	28	11	E	e	NN
cord-326314-9ycht8gi	28	12	)	)	-RRB-
cord-326314-9ycht8gi	28	13	ultimately	ultimately	RB
cord-326314-9ycht8gi	28	14	reaches	reach	VBZ
cord-326314-9ycht8gi	28	15	either	either	CC
cord-326314-9ycht8gi	28	16	the	the	DT
cord-326314-9ycht8gi	28	17	Recovered	Recovered	NNP
cord-326314-9ycht8gi	28	18	(	(	-LRB-
cord-326314-9ycht8gi	28	19	R	r	NN
cord-326314-9ycht8gi	28	20	)	)	-RRB-
cord-326314-9ycht8gi	28	21	or	or	CC
cord-326314-9ycht8gi	28	22	Dead	Dead	NNP
cord-326314-9ycht8gi	28	23	(	(	-LRB-
cord-326314-9ycht8gi	28	24	D	D	NNP
cord-326314-9ycht8gi	28	25	)	)	-RRB-
cord-326314-9ycht8gi	28	26	state	state	NN
cord-326314-9ycht8gi	28	27	.	.	.
cord-326314-9ycht8gi	29	1	Absent	absent	JJ
cord-326314-9ycht8gi	29	2	additive	additive	NN
cord-326314-9ycht8gi	29	3	noise	noise	NN
cord-326314-9ycht8gi	29	4	,	,	,
cord-326314-9ycht8gi	29	5	the	the	DT
cord-326314-9ycht8gi	29	6	model	model	NN
cord-326314-9ycht8gi	29	7	is	be	VBZ
cord-326314-9ycht8gi	29	8	deterministic	deterministic	JJ
cord-326314-9ycht8gi	29	9	.	.	.
cord-326314-9ycht8gi	30	1	Five	five	CD
cord-326314-9ycht8gi	30	2	variables	variable	NNS
cord-326314-9ycht8gi	30	3	correspond	correspond	VBP
cord-326314-9ycht8gi	30	4	to	to	IN
cord-326314-9ycht8gi	30	5	measured	measure	VBN
cord-326314-9ycht8gi	30	6	quantities	quantity	NNS
cord-326314-9ycht8gi	30	7	in	in	IN
cord-326314-9ycht8gi	30	8	the	the	DT
cord-326314-9ycht8gi	30	9	inference	inference	NN
cord-326314-9ycht8gi	30	10	experiments	experiment	NNS
cord-326314-9ycht8gi	30	11	.	.	.
cord-326314-9ycht8gi	31	1	As	as	IN
cord-326314-9ycht8gi	31	2	noted	note	VBN
cord-326314-9ycht8gi	31	3	,	,	,
cord-326314-9ycht8gi	31	4	the	the	DT
cord-326314-9ycht8gi	31	5	model	model	NN
cord-326314-9ycht8gi	31	6	is	be	VBZ
cord-326314-9ycht8gi	31	7	written	write	VBN
cord-326314-9ycht8gi	31	8	with	with	IN
cord-326314-9ycht8gi	31	9	the	the	DT
cord-326314-9ycht8gi	31	10	aim	aim	NN
cord-326314-9ycht8gi	31	11	to	to	TO
cord-326314-9ycht8gi	31	12	inform	inform	VB
cord-326314-9ycht8gi	31	13	policy	policy	NN
cord-326314-9ycht8gi	31	14	on	on	IN
cord-326314-9ycht8gi	31	15	social	social	JJ
cord-326314-9ycht8gi	31	16	behavior	behavior	NN
cord-326314-9ycht8gi	31	17	and	and	CC
cord-326314-9ycht8gi	31	18	contact	contact	NN
cord-326314-9ycht8gi	31	19	tracing	trace	VBG
cord-326314-9ycht8gi	31	20	so	so	IN
cord-326314-9ycht8gi	31	21	as	as	IN
cord-326314-9ycht8gi	31	22	to	to	TO
cord-326314-9ycht8gi	31	23	avoid	avoid	VB
cord-326314-9ycht8gi	31	24	exceeding	exceed	VBG
cord-326314-9ycht8gi	31	25	hospital	hospital	NN
cord-326314-9ycht8gi	31	26	capacity	capacity	NN
cord-326314-9ycht8gi	31	27	.	.	.
cord-326314-9ycht8gi	32	1	To	to	IN
cord-326314-9ycht8gi	32	2	this	this	DT
cord-326314-9ycht8gi	32	3	end	end	NN
cord-326314-9ycht8gi	32	4	,	,	,
cord-326314-9ycht8gi	32	5	the	the	DT
cord-326314-9ycht8gi	32	6	model	model	NN
cord-326314-9ycht8gi	32	7	resolves	resolve	VBZ
cord-326314-9ycht8gi	32	8	asymptomatic	asymptomatic	JJ
cord-326314-9ycht8gi	32	9	-	-	HYPH
cord-326314-9ycht8gi	32	10	versus	versus	IN
cord-326314-9ycht8gi	32	11	-	-	HYPH
cord-326314-9ycht8gi	32	12	symptomatic	symptomatic	JJ
cord-326314-9ycht8gi	32	13	cases	case	NNS
cord-326314-9ycht8gi	32	14	,	,	,
cord-326314-9ycht8gi	32	15	undetected	undetected	JJ
cord-326314-9ycht8gi	32	16	-	-	HYPH
cord-326314-9ycht8gi	32	17	versus	versus	NN
cord-326314-9ycht8gi	32	18	-	-	HYPH
cord-326314-9ycht8gi	32	19	detected	detect	VBN
cord-326314-9ycht8gi	32	20	cases	case	NNS
cord-326314-9ycht8gi	32	21	,	,	,
cord-326314-9ycht8gi	32	22	and	and	CC
cord-326314-9ycht8gi	32	23	the	the	DT
cord-326314-9ycht8gi	32	24	two	two	CD
cord-326314-9ycht8gi	32	25	tiers	tier	NNS
cord-326314-9ycht8gi	32	26	of	of	IN
cord-326314-9ycht8gi	32	27	hospital	hospital	NN
cord-326314-9ycht8gi	32	28	needs	need	NNS
cord-326314-9ycht8gi	32	29	:	:	:
cord-326314-9ycht8gi	32	30	the	the	DT
cord-326314-9ycht8gi	32	31	general	general	JJ
cord-326314-9ycht8gi	32	32	(	(	-LRB-
cord-326314-9ycht8gi	32	33	inpatient	inpatient	JJ
cord-326314-9ycht8gi	32	34	,	,	,
cord-326314-9ycht8gi	32	35	nonintensive	nonintensive	NNP
cord-326314-9ycht8gi	32	36	care	care	NN
cord-326314-9ycht8gi	32	37	unit	unit	NN
cord-326314-9ycht8gi	32	38	(	(	-LRB-
cord-326314-9ycht8gi	32	39	ICU	ICU	NNP
cord-326314-9ycht8gi	32	40	)	)	-RRB-
cord-326314-9ycht8gi	32	41	)	)	-RRB-
cord-326314-9ycht8gi	33	1	H	h	NN
cord-326314-9ycht8gi	33	2	versus	versus	IN
cord-326314-9ycht8gi	33	3	the	the	DT
cord-326314-9ycht8gi	33	4	critical	critical	JJ
cord-326314-9ycht8gi	33	5	care	care	NN
cord-326314-9ycht8gi	33	6	(	(	-LRB-
cord-326314-9ycht8gi	33	7	ICU	ICU	NNP
cord-326314-9ycht8gi	33	8	)	)	-RRB-
cord-326314-9ycht8gi	33	9	C	C	NNP
cord-326314-9ycht8gi	33	10	populations	population	NNS
cord-326314-9ycht8gi	33	11	.	.	.
cord-326314-9ycht8gi	34	1	The	the	DT
cord-326314-9ycht8gi	34	2	resolution	resolution	NN
cord-326314-9ycht8gi	34	3	of	of	IN
cord-326314-9ycht8gi	34	4	asymptomatic	asymptomatic	JJ
cord-326314-9ycht8gi	34	5	versus	versus	IN
cord-326314-9ycht8gi	34	6	symptomatic	symptomatic	JJ
cord-326314-9ycht8gi	34	7	cases	case	NNS
cord-326314-9ycht8gi	34	8	was	be	VBD
cord-326314-9ycht8gi	34	9	motivated	motivate	VBN
cord-326314-9ycht8gi	34	10	by	by	IN
cord-326314-9ycht8gi	34	11	an	an	DT
cord-326314-9ycht8gi	34	12	interest	interest	NN
cord-326314-9ycht8gi	34	13	in	in	IN
cord-326314-9ycht8gi	34	14	what	what	WDT
cord-326314-9ycht8gi	34	15	interventions	intervention	NNS
cord-326314-9ycht8gi	34	16	are	be	VBP
cord-326314-9ycht8gi	34	17	necessary	necessary	JJ
cord-326314-9ycht8gi	34	18	to	to	TO
cord-326314-9ycht8gi	34	19	control	control	VB
cord-326314-9ycht8gi	34	20	the	the	DT
cord-326314-9ycht8gi	34	21	epidemic	epidemic	NN
cord-326314-9ycht8gi	34	22	.	.	.
cord-326314-9ycht8gi	35	1	For	for	IN
cord-326314-9ycht8gi	35	2	example	example	NN
cord-326314-9ycht8gi	35	3	,	,	,
cord-326314-9ycht8gi	35	4	is	be	VBZ
cord-326314-9ycht8gi	35	5	it	-PRON-	PRP
cord-326314-9ycht8gi	35	6	sufficient	sufficient	JJ
cord-326314-9ycht8gi	35	7	to	to	TO
cord-326314-9ycht8gi	35	8	focus	focus	VB
cord-326314-9ycht8gi	35	9	only	only	RB
cord-326314-9ycht8gi	35	10	on	on	IN
cord-326314-9ycht8gi	35	11	symptomatic	symptomatic	JJ
cord-326314-9ycht8gi	35	12	individuals	individual	NNS
cord-326314-9ycht8gi	35	13	,	,	,
cord-326314-9ycht8gi	35	14	or	or	CC
cord-326314-9ycht8gi	35	15	must	must	MD
cord-326314-9ycht8gi	35	16	we	-PRON-	PRP
cord-326314-9ycht8gi	35	17	also	also	RB
cord-326314-9ycht8gi	35	18	target	target	VB
cord-326314-9ycht8gi	35	19	and	and	CC
cord-326314-9ycht8gi	35	20	address	address	VB
cord-326314-9ycht8gi	35	21	asymptomatic	asymptomatic	JJ
cord-326314-9ycht8gi	35	22	individuals	individual	NNS
cord-326314-9ycht8gi	35	23	who	who	WP
cord-326314-9ycht8gi	35	24	may	may	MD
cord-326314-9ycht8gi	35	25	not	not	RB
cord-326314-9ycht8gi	35	26	even	even	RB
cord-326314-9ycht8gi	35	27	realize	realize	VB
cord-326314-9ycht8gi	35	28	they	-PRON-	PRP
cord-326314-9ycht8gi	35	29	are	be	VBP
cord-326314-9ycht8gi	35	30	infected	infect	VBN
cord-326314-9ycht8gi	35	31	?	?	.
cord-326314-9ycht8gi	36	1	The	the	DT
cord-326314-9ycht8gi	36	2	detected	detected	JJ
cord-326314-9ycht8gi	36	3	and	and	CC
cord-326314-9ycht8gi	36	4	undetected	undetected	JJ
cord-326314-9ycht8gi	36	5	populations	population	NNS
cord-326314-9ycht8gi	36	6	exist	exist	VBP
cord-326314-9ycht8gi	36	7	for	for	IN
cord-326314-9ycht8gi	36	8	two	two	CD
cord-326314-9ycht8gi	36	9	reasons	reason	NNS
cord-326314-9ycht8gi	36	10	.	.	.
cord-326314-9ycht8gi	37	1	First	first	RB
cord-326314-9ycht8gi	37	2	,	,	,
cord-326314-9ycht8gi	37	3	we	-PRON-	PRP
cord-326314-9ycht8gi	37	4	seek	seek	VBP
cord-326314-9ycht8gi	37	5	to	to	TO
cord-326314-9ycht8gi	37	6	account	account	VB
cord-326314-9ycht8gi	37	7	for	for	IN
cord-326314-9ycht8gi	37	8	underreporting	underreporting	NN
cord-326314-9ycht8gi	37	9	of	of	IN
cord-326314-9ycht8gi	37	10	cases	case	NNS
cord-326314-9ycht8gi	37	11	and	and	CC
cord-326314-9ycht8gi	37	12	deaths	death	NNS
cord-326314-9ycht8gi	37	13	.	.	.
cord-326314-9ycht8gi	38	1	Second	second	RB
cord-326314-9ycht8gi	38	2	,	,	,
cord-326314-9ycht8gi	38	3	we	-PRON-	PRP
cord-326314-9ycht8gi	38	4	desire	desire	VBP
cord-326314-9ycht8gi	38	5	a	a	DT
cord-326314-9ycht8gi	38	6	model	model	NN
cord-326314-9ycht8gi	38	7	structure	structure	NN
cord-326314-9ycht8gi	38	8	that	that	WDT
cord-326314-9ycht8gi	38	9	can	can	MD
cord-326314-9ycht8gi	38	10	simulate	simulate	VB
cord-326314-9ycht8gi	38	11	the	the	DT
cord-326314-9ycht8gi	38	12	impact	impact	NN
cord-326314-9ycht8gi	38	13	of	of	IN
cord-326314-9ycht8gi	38	14	increasing	increase	VBG
cord-326314-9ycht8gi	38	15	detection	detection	NN
cord-326314-9ycht8gi	38	16	rates	rate	NNS
cord-326314-9ycht8gi	38	17	on	on	IN
cord-326314-9ycht8gi	38	18	disease	disease	NN
cord-326314-9ycht8gi	38	19	transmission	transmission	NN
cord-326314-9ycht8gi	38	20	,	,	,
cord-326314-9ycht8gi	38	21	including	include	VBG
cord-326314-9ycht8gi	38	22	the	the	DT
cord-326314-9ycht8gi	38	23	impact	impact	NN
cord-326314-9ycht8gi	38	24	of	of	IN
cord-326314-9ycht8gi	38	25	contact	contact	NN
cord-326314-9ycht8gi	38	26	tracing	tracing	NN
cord-326314-9ycht8gi	38	27	.	.	.
cord-326314-9ycht8gi	39	1	Thus	thus	RB
cord-326314-9ycht8gi	39	2	the	the	DT
cord-326314-9ycht8gi	39	3	model	model	NN
cord-326314-9ycht8gi	39	4	was	be	VBD
cord-326314-9ycht8gi	39	5	3	3	CD
cord-326314-9ycht8gi	39	6	J	J	NNP
cord-326314-9ycht8gi	39	7	o	o	NN
cord-326314-9ycht8gi	39	8	u	u	NN
cord-326314-9ycht8gi	39	9	r	r	NN
cord-326314-9ycht8gi	39	10	n	n	NN
cord-326314-9ycht8gi	39	11	a	a	DT
cord-326314-9ycht8gi	39	12	l	l	NN
cord-326314-9ycht8gi	39	13	P	p	NN
cord-326314-9ycht8gi	39	14	r	r	NN
cord-326314-9ycht8gi	39	15	e	e	NN
cord-326314-9ycht8gi	39	16	-p	-p	NN
cord-326314-9ycht8gi	40	1	r	r	NNP
cord-326314-9ycht8gi	40	2	o	o	NN
cord-326314-9ycht8gi	40	3	o	o	NN
cord-326314-9ycht8gi	40	4	f	f	NN
cord-326314-9ycht8gi	40	5	structured	structure	VBN
cord-326314-9ycht8gi	40	6	from	from	IN
cord-326314-9ycht8gi	40	7	the	the	DT
cord-326314-9ycht8gi	40	8	beginning	beginning	NN
cord-326314-9ycht8gi	40	9	so	so	IN
cord-326314-9ycht8gi	40	10	that	that	IN
cord-326314-9ycht8gi	40	11	we	-PRON-	PRP
cord-326314-9ycht8gi	40	12	might	may	MD
cord-326314-9ycht8gi	40	13	examine	examine	VB
cord-326314-9ycht8gi	40	14	the	the	DT
cord-326314-9ycht8gi	40	15	effects	effect	NNS
cord-326314-9ycht8gi	40	16	of	of	IN
cord-326314-9ycht8gi	40	17	interventions	intervention	NNS
cord-326314-9ycht8gi	40	18	that	that	WDT
cord-326314-9ycht8gi	40	19	were	be	VBD
cord-326314-9ycht8gi	40	20	imposed	impose	VBN
cord-326314-9ycht8gi	40	21	later	later	RB
cord-326314-9ycht8gi	40	22	on	on	RB
cord-326314-9ycht8gi	40	23	.	.	.
cord-326314-9ycht8gi	41	1	The	the	DT
cord-326314-9ycht8gi	41	2	ultimate	ultimate	JJ
cord-326314-9ycht8gi	41	3	aim	aim	NN
cord-326314-9ycht8gi	41	4	here	here	RB
cord-326314-9ycht8gi	41	5	is	be	VBZ
cord-326314-9ycht8gi	41	6	to	to	TO
cord-326314-9ycht8gi	41	7	inform	inform	VB
cord-326314-9ycht8gi	41	8	policy	policy	NN
cord-326314-9ycht8gi	41	9	on	on	IN
cord-326314-9ycht8gi	41	10	the	the	DT
cord-326314-9ycht8gi	41	11	requirements	requirement	NNS
cord-326314-9ycht8gi	41	12	for	for	IN
cord-326314-9ycht8gi	41	13	containing	contain	VBG
cord-326314-9ycht8gi	41	14	the	the	DT
cord-326314-9ycht8gi	41	15	epidemic	epidemic	NN
cord-326314-9ycht8gi	41	16	.	.	.
cord-326314-9ycht8gi	42	1	We	-PRON-	PRP
cord-326314-9ycht8gi	42	2	included	include	VBD
cord-326314-9ycht8gi	42	3	both	both	DT
cord-326314-9ycht8gi	42	4	H	H	NNP
cord-326314-9ycht8gi	42	5	and	and	CC
cord-326314-9ycht8gi	42	6	C	C	NNP
cord-326314-9ycht8gi	42	7	populations	population	NNS
cord-326314-9ycht8gi	42	8	because	because	IN
cord-326314-9ycht8gi	42	9	hospital	hospital	NN
cord-326314-9ycht8gi	42	10	inpatient	inpatient	NN
cord-326314-9ycht8gi	42	11	and	and	CC
cord-326314-9ycht8gi	42	12	ICU	ICU	NNP
cord-326314-9ycht8gi	42	13	bed	bed	NN
cord-326314-9ycht8gi	42	14	capacities	capacity	NNS
cord-326314-9ycht8gi	42	15	are	be	VBP
cord-326314-9ycht8gi	42	16	the	the	DT
cord-326314-9ycht8gi	42	17	key	key	JJ
cord-326314-9ycht8gi	42	18	health	health	NN
cord-326314-9ycht8gi	42	19	system	system	NN
cord-326314-9ycht8gi	42	20	metrics	metric	NNS
cord-326314-9ycht8gi	42	21	that	that	WDT
cord-326314-9ycht8gi	42	22	we	-PRON-	PRP
cord-326314-9ycht8gi	42	23	aim	aim	VBP
cord-326314-9ycht8gi	42	24	to	to	TO
cord-326314-9ycht8gi	42	25	avoid	avoid	VB
cord-326314-9ycht8gi	42	26	straining	strain	VBG
cord-326314-9ycht8gi	42	27	.	.	.
cord-326314-9ycht8gi	43	1	Any	any	DT
cord-326314-9ycht8gi	43	2	policy	policy	NN
cord-326314-9ycht8gi	43	3	that	that	WDT
cord-326314-9ycht8gi	43	4	we	-PRON-	PRP
cord-326314-9ycht8gi	43	5	consider	consider	VBP
cord-326314-9ycht8gi	43	6	must	must	MD
cord-326314-9ycht8gi	43	7	include	include	VB
cord-326314-9ycht8gi	43	8	predictions	prediction	NNS
cord-326314-9ycht8gi	43	9	on	on	IN
cord-326314-9ycht8gi	43	10	inpatient	inpatient	JJ
cord-326314-9ycht8gi	43	11	and	and	CC
cord-326314-9ycht8gi	43	12	ICU	ICU	NNP
cord-326314-9ycht8gi	43	13	bed	bed	NN
cord-326314-9ycht8gi	43	14	needs	need	VBZ
cord-326314-9ycht8gi	43	15	.	.	.
cord-326314-9ycht8gi	44	1	Preparing	prepare	VBG
cord-326314-9ycht8gi	44	2	for	for	IN
cord-326314-9ycht8gi	44	3	those	those	DT
cord-326314-9ycht8gi	44	4	needs	need	NNS
cord-326314-9ycht8gi	44	5	is	be	VBZ
cord-326314-9ycht8gi	44	6	a	a	DT
cord-326314-9ycht8gi	44	7	key	key	JJ
cord-326314-9ycht8gi	44	8	response	response	NN
cord-326314-9ycht8gi	44	9	if	if	IN
cord-326314-9ycht8gi	44	10	or	or	CC
cord-326314-9ycht8gi	44	11	when	when	WRB
cord-326314-9ycht8gi	44	12	the	the	DT
cord-326314-9ycht8gi	44	13	epidemic	epidemic	NN
cord-326314-9ycht8gi	44	14	grows	grow	VBZ
cord-326314-9ycht8gi	44	15	uncontrolled	uncontrolled	JJ
cord-326314-9ycht8gi	44	16	.	.	.
cord-326314-9ycht8gi	45	1	For	for	IN
cord-326314-9ycht8gi	45	2	details	detail	NNS
cord-326314-9ycht8gi	45	3	of	of	IN
cord-326314-9ycht8gi	45	4	the	the	DT
cord-326314-9ycht8gi	45	5	model	model	NN
cord-326314-9ycht8gi	45	6	,	,	,
cord-326314-9ycht8gi	45	7	including	include	VBG
cord-326314-9ycht8gi	45	8	the	the	DT
cord-326314-9ycht8gi	45	9	differential	differential	JJ
cord-326314-9ycht8gi	45	10	equations	equation	NNS
cord-326314-9ycht8gi	45	11	describing	describe	VBG
cord-326314-9ycht8gi	45	12	the	the	DT
cord-326314-9ycht8gi	45	13	mass	mass	JJ
cord-326314-9ycht8gi	45	14	action	action	NN
cord-326314-9ycht8gi	45	15	between	between	IN
cord-326314-9ycht8gi	45	16	susceptible	susceptible	JJ
cord-326314-9ycht8gi	45	17	and	and	CC
cord-326314-9ycht8gi	45	18	infectious	infectious	JJ
cord-326314-9ycht8gi	45	19	individuals	individual	NNS
cord-326314-9ycht8gi	45	20	and	and	CC
cord-326314-9ycht8gi	45	21	the	the	DT
cord-326314-9ycht8gi	45	22	disease	disease	NN
cord-326314-9ycht8gi	45	23	progression	progression	NN
cord-326314-9ycht8gi	45	24	through	through	IN
cord-326314-9ycht8gi	45	25	different	different	JJ
cord-326314-9ycht8gi	45	26	sub	sub	NN
cord-326314-9ycht8gi	45	27	-	-	NNS
cord-326314-9ycht8gi	45	28	populations	population	NNS
cord-326314-9ycht8gi	45	29	,	,	,
cord-326314-9ycht8gi	45	30	see	see	VB
cord-326314-9ycht8gi	45	31	Appendix	Appendix	NNP
cord-326314-9ycht8gi	45	32	A.	a.	NN
cord-326314-9ycht8gi	45	33	SDA	SDA	NNP
cord-326314-9ycht8gi	45	34	is	be	VBZ
cord-326314-9ycht8gi	45	35	an	an	DT
cord-326314-9ycht8gi	45	36	inference	inference	NN
cord-326314-9ycht8gi	45	37	procedure	procedure	NN
cord-326314-9ycht8gi	45	38	,	,	,
cord-326314-9ycht8gi	45	39	or	or	CC
cord-326314-9ycht8gi	45	40	a	a	DT
cord-326314-9ycht8gi	45	41	type	type	NN
cord-326314-9ycht8gi	45	42	of	of	IN
cord-326314-9ycht8gi	45	43	machine	machine	NN
cord-326314-9ycht8gi	45	44	learning	learning	NN
cord-326314-9ycht8gi	45	45	,	,	,
cord-326314-9ycht8gi	45	46	in	in	IN
cord-326314-9ycht8gi	45	47	which	which	WDT
cord-326314-9ycht8gi	45	48	a	a	DT
cord-326314-9ycht8gi	45	49	model	model	NN
cord-326314-9ycht8gi	45	50	dynamical	dynamical	JJ
cord-326314-9ycht8gi	45	51	system	system	NN
cord-326314-9ycht8gi	45	52	is	be	VBZ
cord-326314-9ycht8gi	45	53	assumed	assume	VBN
cord-326314-9ycht8gi	45	54	to	to	TO
cord-326314-9ycht8gi	45	55	underlie	underlie	VB
cord-326314-9ycht8gi	45	56	any	any	DT
cord-326314-9ycht8gi	45	57	measured	measure	VBN
cord-326314-9ycht8gi	45	58	quantities	quantity	NNS
cord-326314-9ycht8gi	45	59	.	.	.
cord-326314-9ycht8gi	46	1	This	this	DT
cord-326314-9ycht8gi	46	2	model	model	NN
cord-326314-9ycht8gi	46	3	F	F	NNP
cord-326314-9ycht8gi	46	4	can	can	MD
cord-326314-9ycht8gi	46	5	be	be	VB
cord-326314-9ycht8gi	46	6	written	write	VBN
cord-326314-9ycht8gi	46	7	as	as	IN
cord-326314-9ycht8gi	46	8	a	a	DT
cord-326314-9ycht8gi	46	9	set	set	NN
cord-326314-9ycht8gi	46	10	of	of	IN
cord-326314-9ycht8gi	46	11	D	d	NN
cord-326314-9ycht8gi	46	12	ordinary	ordinary	JJ
cord-326314-9ycht8gi	46	13	differential	differential	JJ
cord-326314-9ycht8gi	46	14	equations	equation	NNS
cord-326314-9ycht8gi	46	15	that	that	WDT
cord-326314-9ycht8gi	46	16	evolve	evolve	VBP
cord-326314-9ycht8gi	46	17	in	in	IN
cord-326314-9ycht8gi	46	18	some	some	DT
cord-326314-9ycht8gi	46	19	parameterization	parameterization	NN
cord-326314-9ycht8gi	46	20	t	t	NN
cord-326314-9ycht8gi	46	21	as	as	IN
cord-326314-9ycht8gi	46	22	:	:	:
cord-326314-9ycht8gi	46	23	where	where	WRB
cord-326314-9ycht8gi	46	24	the	the	DT
cord-326314-9ycht8gi	46	25	components	component	NNS
cord-326314-9ycht8gi	46	26	x	x	:
cord-326314-9ycht8gi	46	27	a	a	DT
cord-326314-9ycht8gi	46	28	of	of	IN
cord-326314-9ycht8gi	46	29	the	the	DT
cord-326314-9ycht8gi	46	30	vector	vector	NN
cord-326314-9ycht8gi	46	31	x	x	NN
cord-326314-9ycht8gi	46	32	are	be	VBP
cord-326314-9ycht8gi	46	33	the	the	DT
cord-326314-9ycht8gi	46	34	model	model	NN
cord-326314-9ycht8gi	46	35	state	state	NN
cord-326314-9ycht8gi	46	36	variables	variable	NNS
cord-326314-9ycht8gi	46	37	,	,	,
cord-326314-9ycht8gi	46	38	and	and	CC
cord-326314-9ycht8gi	46	39	unknown	unknown	JJ
cord-326314-9ycht8gi	46	40	parameters	parameter	NNS
cord-326314-9ycht8gi	46	41	to	to	TO
cord-326314-9ycht8gi	46	42	be	be	VB
cord-326314-9ycht8gi	46	43	estimated	estimate	VBN
cord-326314-9ycht8gi	46	44	are	be	VBP
cord-326314-9ycht8gi	46	45	contained	contain	VBN
cord-326314-9ycht8gi	46	46	in	in	IN
cord-326314-9ycht8gi	46	47	p(t	p(t	NNP
cord-326314-9ycht8gi	46	48	)	)	-RRB-
cord-326314-9ycht8gi	46	49	.	.	.
cord-326314-9ycht8gi	47	1	A	a	DT
cord-326314-9ycht8gi	47	2	subset	subset	JJ
cord-326314-9ycht8gi	47	3	L	l	NN
cord-326314-9ycht8gi	47	4	of	of	IN
cord-326314-9ycht8gi	47	5	the	the	DT
cord-326314-9ycht8gi	47	6	D	D	NNP
cord-326314-9ycht8gi	47	7	state	state	NN
cord-326314-9ycht8gi	47	8	variables	variable	NNS
cord-326314-9ycht8gi	47	9	is	be	VBZ
cord-326314-9ycht8gi	47	10	associated	associate	VBN
cord-326314-9ycht8gi	47	11	with	with	IN
cord-326314-9ycht8gi	47	12	measured	measure	VBN
cord-326314-9ycht8gi	47	13	quantities	quantity	NNS
cord-326314-9ycht8gi	47	14	.	.	.
cord-326314-9ycht8gi	48	1	One	one	PRP
cord-326314-9ycht8gi	48	2	seeks	seek	VBZ
cord-326314-9ycht8gi	48	3	to	to	TO
cord-326314-9ycht8gi	48	4	estimate	estimate	VB
cord-326314-9ycht8gi	48	5	the	the	DT
cord-326314-9ycht8gi	48	6	p	p	NN
cord-326314-9ycht8gi	48	7	unknown	unknown	JJ
cord-326314-9ycht8gi	48	8	parameters	parameter	NNS
cord-326314-9ycht8gi	48	9	and	and	CC
cord-326314-9ycht8gi	48	10	the	the	DT
cord-326314-9ycht8gi	48	11	evolution	evolution	NN
cord-326314-9ycht8gi	48	12	of	of	IN
cord-326314-9ycht8gi	48	13	all	all	DT
cord-326314-9ycht8gi	48	14	state	state	NN
cord-326314-9ycht8gi	48	15	variables	variable	NNS
cord-326314-9ycht8gi	48	16	that	that	WDT
cord-326314-9ycht8gi	48	17	is	be	VBZ
cord-326314-9ycht8gi	48	18	consistent	consistent	JJ
cord-326314-9ycht8gi	48	19	with	with	IN
cord-326314-9ycht8gi	48	20	the	the	DT
cord-326314-9ycht8gi	48	21	L	L	NNP
cord-326314-9ycht8gi	48	22	measurements	measurement	NNS
cord-326314-9ycht8gi	48	23	.	.	.
cord-326314-9ycht8gi	49	1	A	a	DT
cord-326314-9ycht8gi	49	2	prerequisite	prerequisite	NN
cord-326314-9ycht8gi	49	3	for	for	IN
cord-326314-9ycht8gi	49	4	estimation	estimation	NN
cord-326314-9ycht8gi	49	5	using	use	VBG
cord-326314-9ycht8gi	49	6	real	real	JJ
cord-326314-9ycht8gi	49	7	data	data	NN
cord-326314-9ycht8gi	49	8	is	be	VBZ
cord-326314-9ycht8gi	49	9	the	the	DT
cord-326314-9ycht8gi	49	10	design	design	NN
cord-326314-9ycht8gi	49	11	of	of	IN
cord-326314-9ycht8gi	49	12	simulated	simulated	JJ
cord-326314-9ycht8gi	49	13	experiments	experiment	NNS
cord-326314-9ycht8gi	49	14	,	,	,
cord-326314-9ycht8gi	49	15	wherein	wherein	WRB
cord-326314-9ycht8gi	49	16	the	the	DT
cord-326314-9ycht8gi	49	17	true	true	JJ
cord-326314-9ycht8gi	49	18	values	value	NNS
cord-326314-9ycht8gi	49	19	of	of	IN
cord-326314-9ycht8gi	49	20	parameters	parameter	NNS
cord-326314-9ycht8gi	49	21	are	be	VBP
cord-326314-9ycht8gi	49	22	known	know	VBN
cord-326314-9ycht8gi	49	23	.	.	.
cord-326314-9ycht8gi	50	1	In	in	IN
cord-326314-9ycht8gi	50	2	addition	addition	NN
cord-326314-9ycht8gi	50	3	to	to	IN
cord-326314-9ycht8gi	50	4	providing	provide	VBG
cord-326314-9ycht8gi	50	5	a	a	DT
cord-326314-9ycht8gi	50	6	consistency	consistency	NN
cord-326314-9ycht8gi	50	7	check	check	NN
cord-326314-9ycht8gi	50	8	,	,	,
cord-326314-9ycht8gi	50	9	simulated	simulated	JJ
cord-326314-9ycht8gi	50	10	experiments	experiment	NNS
cord-326314-9ycht8gi	50	11	offer	offer	VBP
cord-326314-9ycht8gi	50	12	the	the	DT
cord-326314-9ycht8gi	50	13	opportunity	opportunity	NN
cord-326314-9ycht8gi	50	14	to	to	TO
cord-326314-9ycht8gi	50	15	ascertain	ascertain	VB
cord-326314-9ycht8gi	50	16	which	which	WDT
cord-326314-9ycht8gi	50	17	and	and	CC
cord-326314-9ycht8gi	50	18	how	how	WRB
cord-326314-9ycht8gi	50	19	few	few	JJ
cord-326314-9ycht8gi	50	20	experimental	experimental	JJ
cord-326314-9ycht8gi	50	21	measurements	measurement	NNS
cord-326314-9ycht8gi	50	22	,	,	,
cord-326314-9ycht8gi	50	23	in	in	IN
cord-326314-9ycht8gi	50	24	principle	principle	NN
cord-326314-9ycht8gi	50	25	,	,	,
cord-326314-9ycht8gi	50	26	are	be	VBP
cord-326314-9ycht8gi	50	27	necessary	necessary	JJ
cord-326314-9ycht8gi	50	28	and	and	CC
cord-326314-9ycht8gi	50	29	sufficient	sufficient	JJ
cord-326314-9ycht8gi	50	30	to	to	TO
cord-326314-9ycht8gi	50	31	complete	complete	VB
cord-326314-9ycht8gi	50	32	a	a	DT
cord-326314-9ycht8gi	50	33	model	model	NN
cord-326314-9ycht8gi	50	34	.	.	.
cord-326314-9ycht8gi	51	1	method	method	NN
cord-326314-9ycht8gi	51	2	,	,	,
cord-326314-9ycht8gi	51	3	and	and	CC
cord-326314-9ycht8gi	51	4	we	-PRON-	PRP
cord-326314-9ycht8gi	51	5	employ	employ	VBP
cord-326314-9ycht8gi	51	6	a	a	DT
cord-326314-9ycht8gi	51	7	method	method	NN
cord-326314-9ycht8gi	51	8	of	of	IN
cord-326314-9ycht8gi	51	9	annealing	anneal	VBG
cord-326314-9ycht8gi	51	10	to	to	TO
cord-326314-9ycht8gi	51	11	identify	identify	VB
cord-326314-9ycht8gi	51	12	a	a	DT
cord-326314-9ycht8gi	51	13	lowest	low	JJS
cord-326314-9ycht8gi	51	14	minumum	minumum	JJ
cord-326314-9ycht8gi	51	15	-a	-a	NN
cord-326314-9ycht8gi	51	16	procedure	procedure	NN
cord-326314-9ycht8gi	51	17	that	that	WDT
cord-326314-9ycht8gi	51	18	has	have	VBZ
cord-326314-9ycht8gi	51	19	been	be	VBN
cord-326314-9ycht8gi	51	20	referred	refer	VBN
cord-326314-9ycht8gi	51	21	to	to	IN
cord-326314-9ycht8gi	51	22	loosely	loosely	RB
cord-326314-9ycht8gi	51	23	in	in	IN
cord-326314-9ycht8gi	51	24	the	the	DT
cord-326314-9ycht8gi	51	25	literature	literature	NN
cord-326314-9ycht8gi	51	26	as	as	IN
cord-326314-9ycht8gi	51	27	variational	variational	JJ
cord-326314-9ycht8gi	51	28	annealing	annealing	NN
cord-326314-9ycht8gi	51	29	(	(	-LRB-
cord-326314-9ycht8gi	51	30	VA	VA	NNP
cord-326314-9ycht8gi	51	31	)	)	-RRB-
cord-326314-9ycht8gi	51	32	.	.	.
cord-326314-9ycht8gi	52	1	The	the	DT
cord-326314-9ycht8gi	52	2	cost	cost	NN
cord-326314-9ycht8gi	52	3	function	function	NN
cord-326314-9ycht8gi	52	4	A	a	NN
cord-326314-9ycht8gi	52	5	0	0	NFP
cord-326314-9ycht8gi	52	6	used	use	VBN
cord-326314-9ycht8gi	52	7	in	in	IN
cord-326314-9ycht8gi	52	8	this	this	DT
cord-326314-9ycht8gi	52	9	paper	paper	NN
cord-326314-9ycht8gi	52	10	is	be	VBZ
cord-326314-9ycht8gi	52	11	written	write	VBN
cord-326314-9ycht8gi	52	12	as	as	IN
cord-326314-9ycht8gi	52	13	:	:	:
cord-326314-9ycht8gi	52	14	One	one	PRP
cord-326314-9ycht8gi	52	15	seeks	seek	VBZ
cord-326314-9ycht8gi	52	16	the	the	DT
cord-326314-9ycht8gi	52	17	path	path	NN
cord-326314-9ycht8gi	52	18	X	x	NN
cord-326314-9ycht8gi	52	19	0	0	CD
cord-326314-9ycht8gi	53	1	=	=	SYM
cord-326314-9ycht8gi	53	2	x(0	x(0	NNP
cord-326314-9ycht8gi	53	3	)	)	-RRB-
cord-326314-9ycht8gi	53	4	,	,	,
cord-326314-9ycht8gi	53	5	...	...	NFP
cord-326314-9ycht8gi	53	6	,	,	,
cord-326314-9ycht8gi	53	7	x(N	x(n	LS
cord-326314-9ycht8gi	53	8	)	)	-RRB-
cord-326314-9ycht8gi	53	9	,	,	,
cord-326314-9ycht8gi	53	10	p(0	p(0	NNP
cord-326314-9ycht8gi	53	11	)	)	-RRB-
cord-326314-9ycht8gi	53	12	,	,	,
cord-326314-9ycht8gi	53	13	...	...	:
cord-326314-9ycht8gi	54	1	p(N	p(N	NNP
cord-326314-9ycht8gi	54	2	)	)	-RRB-
cord-326314-9ycht8gi	54	3	in	in	IN
cord-326314-9ycht8gi	54	4	state	state	NN
cord-326314-9ycht8gi	54	5	space	space	NN
cord-326314-9ycht8gi	54	6	on	on	IN
cord-326314-9ycht8gi	54	7	which	which	WDT
cord-326314-9ycht8gi	54	8	A	a	NN
cord-326314-9ycht8gi	54	9	0	0	CD
cord-326314-9ycht8gi	54	10	attains	attain	VBZ
cord-326314-9ycht8gi	54	11	a	a	DT
cord-326314-9ycht8gi	54	12	minimum	minimum	JJ
cord-326314-9ycht8gi	54	13	value	value	NN
cord-326314-9ycht8gi	54	14	1	1	CD
cord-326314-9ycht8gi	54	15	.	.	.
cord-326314-9ycht8gi	55	1	Note	note	VB
cord-326314-9ycht8gi	55	2	that	that	IN
cord-326314-9ycht8gi	55	3	Equation	equation	NN
cord-326314-9ycht8gi	55	4	1	1	CD
cord-326314-9ycht8gi	55	5	is	be	VBZ
cord-326314-9ycht8gi	55	6	shorthand	shorthand	NN
cord-326314-9ycht8gi	55	7	;	;	:
cord-326314-9ycht8gi	55	8	for	for	IN
cord-326314-9ycht8gi	55	9	the	the	DT
cord-326314-9ycht8gi	55	10	full	full	JJ
cord-326314-9ycht8gi	55	11	form	form	NN
cord-326314-9ycht8gi	55	12	,	,	,
cord-326314-9ycht8gi	55	13	see	see	VB
cord-326314-9ycht8gi	55	14	Appendix	Appendix	NNP
cord-326314-9ycht8gi	55	15	A	A	NNP
cord-326314-9ycht8gi	55	16	of	of	IN
cord-326314-9ycht8gi	55	17	Ref	Ref	NNP
cord-326314-9ycht8gi	55	18	[	[	-LRB-
cord-326314-9ycht8gi	55	19	18	18	CD
cord-326314-9ycht8gi	55	20	]	]	-RRB-
cord-326314-9ycht8gi	55	21	.	.	.
cord-326314-9ycht8gi	56	1	For	for	IN
cord-326314-9ycht8gi	56	2	a	a	DT
cord-326314-9ycht8gi	56	3	derivation	derivation	NN
cord-326314-9ycht8gi	56	4	-beginning	-beginne	VBG
cord-326314-9ycht8gi	56	5	with	with	IN
cord-326314-9ycht8gi	56	6	the	the	DT
cord-326314-9ycht8gi	56	7	physical	physical	JJ
cord-326314-9ycht8gi	56	8	Action	Action	NNP
cord-326314-9ycht8gi	56	9	of	of	IN
cord-326314-9ycht8gi	56	10	a	a	DT
cord-326314-9ycht8gi	56	11	particle	particle	NN
cord-326314-9ycht8gi	56	12	in	in	IN
cord-326314-9ycht8gi	56	13	state	state	NN
cord-326314-9ycht8gi	56	14	space	space	NN
cord-326314-9ycht8gi	56	15	-see	-see	:
cord-326314-9ycht8gi	56	16	Ref	ref	NN
cord-326314-9ycht8gi	56	17	[	[	-LRB-
cord-326314-9ycht8gi	56	18	26	26	CD
cord-326314-9ycht8gi	56	19	]	]	-RRB-
cord-326314-9ycht8gi	56	20	.	.	.
cord-326314-9ycht8gi	57	1	The	the	DT
cord-326314-9ycht8gi	57	2	first	first	JJ
cord-326314-9ycht8gi	57	3	squared	squared	JJ
cord-326314-9ycht8gi	57	4	term	term	NN
cord-326314-9ycht8gi	57	5	of	of	IN
cord-326314-9ycht8gi	57	6	Equation	equation	NN
cord-326314-9ycht8gi	57	7	1	1	CD
cord-326314-9ycht8gi	57	8	governs	govern	VBZ
cord-326314-9ycht8gi	57	9	the	the	DT
cord-326314-9ycht8gi	57	10	transfer	transfer	NN
cord-326314-9ycht8gi	57	11	of	of	IN
cord-326314-9ycht8gi	57	12	information	information	NN
cord-326314-9ycht8gi	57	13	from	from	IN
cord-326314-9ycht8gi	57	14	measurements	measurement	NNS
cord-326314-9ycht8gi	57	15	y	y	NNP
cord-326314-9ycht8gi	57	16	l	l	NNP
cord-326314-9ycht8gi	57	17	to	to	TO
cord-326314-9ycht8gi	57	18	model	model	VB
cord-326314-9ycht8gi	57	19	states	state	NNS
cord-326314-9ycht8gi	57	20	x	x	SYM
cord-326314-9ycht8gi	57	21	l	l	NNP
cord-326314-9ycht8gi	57	22	.	.	.
cord-326314-9ycht8gi	58	1	The	the	DT
cord-326314-9ycht8gi	58	2	summation	summation	NN
cord-326314-9ycht8gi	58	3	on	on	IN
cord-326314-9ycht8gi	58	4	j	j	NNP
cord-326314-9ycht8gi	58	5	runs	run	VBZ
cord-326314-9ycht8gi	58	6	over	over	IN
cord-326314-9ycht8gi	58	7	all	all	DT
cord-326314-9ycht8gi	58	8	discretized	discretize	VBN
cord-326314-9ycht8gi	58	9	timepoints	timepoint	NNS
cord-326314-9ycht8gi	58	10	J	J	NNP
cord-326314-9ycht8gi	58	11	at	at	IN
cord-326314-9ycht8gi	58	12	which	which	WDT
cord-326314-9ycht8gi	58	13	measurements	measurement	NNS
cord-326314-9ycht8gi	58	14	are	be	VBP
cord-326314-9ycht8gi	58	15	made	make	VBN
cord-326314-9ycht8gi	58	16	,	,	,
cord-326314-9ycht8gi	58	17	which	which	WDT
cord-326314-9ycht8gi	58	18	may	may	MD
cord-326314-9ycht8gi	58	19	be	be	VB
cord-326314-9ycht8gi	58	20	a	a	DT
cord-326314-9ycht8gi	58	21	subset	subset	NN
cord-326314-9ycht8gi	58	22	of	of	IN
cord-326314-9ycht8gi	58	23	all	all	DT
cord-326314-9ycht8gi	58	24	integrated	integrate	VBN
cord-326314-9ycht8gi	58	25	model	model	NN
cord-326314-9ycht8gi	58	26	timepoints	timepoint	NNS
cord-326314-9ycht8gi	58	27	.	.	.
cord-326314-9ycht8gi	59	1	The	the	DT
cord-326314-9ycht8gi	59	2	summation	summation	NN
cord-326314-9ycht8gi	59	3	on	on	IN
cord-326314-9ycht8gi	59	4	l	l	NNP
cord-326314-9ycht8gi	59	5	is	be	VBZ
cord-326314-9ycht8gi	59	6	taken	take	VBN
cord-326314-9ycht8gi	59	7	over	over	RP
cord-326314-9ycht8gi	59	8	all	all	DT
cord-326314-9ycht8gi	59	9	L	l	NN
cord-326314-9ycht8gi	59	10	measured	measure	VBN
cord-326314-9ycht8gi	59	11	quantities	quantity	NNS
cord-326314-9ycht8gi	59	12	.	.	.
cord-326314-9ycht8gi	60	1	The	the	DT
cord-326314-9ycht8gi	60	2	second	second	JJ
cord-326314-9ycht8gi	60	3	squared	squared	JJ
cord-326314-9ycht8gi	60	4	term	term	NN
cord-326314-9ycht8gi	60	5	of	of	IN
cord-326314-9ycht8gi	60	6	Equation	equation	NN
cord-326314-9ycht8gi	60	7	1	1	CD
cord-326314-9ycht8gi	60	8	incorporates	incorporate	VBZ
cord-326314-9ycht8gi	60	9	the	the	DT
cord-326314-9ycht8gi	60	10	model	model	NN
cord-326314-9ycht8gi	60	11	evolution	evolution	NN
cord-326314-9ycht8gi	60	12	of	of	IN
cord-326314-9ycht8gi	60	13	all	all	DT
cord-326314-9ycht8gi	60	14	D	d	NN
cord-326314-9ycht8gi	60	15	state	state	NN
cord-326314-9ycht8gi	60	16	variables	variable	NNS
cord-326314-9ycht8gi	61	1	x	x	SYM
cord-326314-9ycht8gi	61	2	a	a	LS
cord-326314-9ycht8gi	61	3	.	.	.
cord-326314-9ycht8gi	62	1	The	the	DT
cord-326314-9ycht8gi	62	2	term	term	NN
cord-326314-9ycht8gi	62	3	f	f	FW
cord-326314-9ycht8gi	62	4	a	a	NN
cord-326314-9ycht8gi	62	5	(	(	-LRB-
cord-326314-9ycht8gi	62	6	x(n	x(n	NNP
cord-326314-9ycht8gi	62	7	)	)	-RRB-
cord-326314-9ycht8gi	62	8	)	)	-RRB-
cord-326314-9ycht8gi	62	9	is	be	VBZ
cord-326314-9ycht8gi	62	10	defined	define	VBN
cord-326314-9ycht8gi	62	11	,	,	,
cord-326314-9ycht8gi	62	12	for	for	IN
cord-326314-9ycht8gi	62	13	discretization	discretization	NN
cord-326314-9ycht8gi	62	14	,	,	,
cord-326314-9ycht8gi	62	15	as	as	IN
cord-326314-9ycht8gi	62	16	:	:	:
cord-326314-9ycht8gi	62	17	1	1	CD
cord-326314-9ycht8gi	62	18	2	2	CD
cord-326314-9ycht8gi	62	19	[	[	-LRB-
cord-326314-9ycht8gi	62	20	F	F	NNP
cord-326314-9ycht8gi	62	21	a	a	NN
cord-326314-9ycht8gi	62	22	(	(	-LRB-
cord-326314-9ycht8gi	62	23	x(n	x(n	NNP
cord-326314-9ycht8gi	62	24	)	)	-RRB-
cord-326314-9ycht8gi	62	25	)	)	-RRB-
cord-326314-9ycht8gi	62	26	+	+	CC
cord-326314-9ycht8gi	62	27	F	F	NNP
cord-326314-9ycht8gi	62	28	a	a	NNP
cord-326314-9ycht8gi	62	29	(	(	-LRB-
cord-326314-9ycht8gi	62	30	x(n	x(n	NNP
cord-326314-9ycht8gi	62	31	+	+	SYM
cord-326314-9ycht8gi	62	32	1	1	CD
cord-326314-9ycht8gi	62	33	)	)	-RRB-
cord-326314-9ycht8gi	62	34	)	)	-RRB-
cord-326314-9ycht8gi	62	35	]	]	-RRB-
cord-326314-9ycht8gi	62	36	.	.	.
cord-326314-9ycht8gi	63	1	The	the	DT
cord-326314-9ycht8gi	63	2	outer	outer	JJ
cord-326314-9ycht8gi	63	3	sum	sum	NN
cord-326314-9ycht8gi	63	4	on	on	IN
cord-326314-9ycht8gi	63	5	n	n	NN
cord-326314-9ycht8gi	63	6	is	be	VBZ
cord-326314-9ycht8gi	63	7	taken	take	VBN
cord-326314-9ycht8gi	63	8	over	over	RP
cord-326314-9ycht8gi	63	9	all	all	DT
cord-326314-9ycht8gi	63	10	discretized	discretize	VBN
cord-326314-9ycht8gi	63	11	timepoints	timepoint	NNS
cord-326314-9ycht8gi	63	12	of	of	IN
cord-326314-9ycht8gi	63	13	the	the	DT
cord-326314-9ycht8gi	63	14	model	model	NN
cord-326314-9ycht8gi	63	15	equations	equation	NNS
cord-326314-9ycht8gi	63	16	of	of	IN
cord-326314-9ycht8gi	63	17	motion	motion	NN
cord-326314-9ycht8gi	63	18	.	.	.
cord-326314-9ycht8gi	64	1	The	the	DT
cord-326314-9ycht8gi	64	2	sum	sum	NN
cord-326314-9ycht8gi	64	3	on	on	IN
cord-326314-9ycht8gi	64	4	a	a	DT
cord-326314-9ycht8gi	64	5	is	be	VBZ
cord-326314-9ycht8gi	64	6	taken	take	VBN
cord-326314-9ycht8gi	64	7	over	over	RP
cord-326314-9ycht8gi	64	8	all	all	DT
cord-326314-9ycht8gi	64	9	D	d	NN
cord-326314-9ycht8gi	64	10	state	state	NN
cord-326314-9ycht8gi	64	11	variables	variable	NNS
cord-326314-9ycht8gi	64	12	.	.	.
cord-326314-9ycht8gi	65	1	R	r	NN
cord-326314-9ycht8gi	65	2	m	m	NN
cord-326314-9ycht8gi	65	3	and	and	CC
cord-326314-9ycht8gi	65	4	R	R	NNP
cord-326314-9ycht8gi	65	5	f	f	NNP
cord-326314-9ycht8gi	65	6	are	be	VBP
cord-326314-9ycht8gi	65	7	inverse	inverse	JJ
cord-326314-9ycht8gi	65	8	covariance	covariance	NN
cord-326314-9ycht8gi	65	9	matrices	matrix	NNS
cord-326314-9ycht8gi	65	10	for	for	IN
cord-326314-9ycht8gi	65	11	the	the	DT
cord-326314-9ycht8gi	65	12	measurement	measurement	NN
cord-326314-9ycht8gi	65	13	and	and	CC
cord-326314-9ycht8gi	65	14	model	model	NN
cord-326314-9ycht8gi	65	15	errors	error	NNS
cord-326314-9ycht8gi	65	16	,	,	,
cord-326314-9ycht8gi	65	17	respectively	respectively	RB
cord-326314-9ycht8gi	65	18	.	.	.
cord-326314-9ycht8gi	66	1	We	-PRON-	PRP
cord-326314-9ycht8gi	66	2	take	take	VBP
cord-326314-9ycht8gi	66	3	each	each	DT
cord-326314-9ycht8gi	66	4	matrix	matrix	NN
cord-326314-9ycht8gi	66	5	to	to	TO
cord-326314-9ycht8gi	66	6	be	be	VB
cord-326314-9ycht8gi	66	7	diagonal	diagonal	JJ
cord-326314-9ycht8gi	66	8	and	and	CC
cord-326314-9ycht8gi	66	9	treat	treat	VB
cord-326314-9ycht8gi	66	10	them	-PRON-	PRP
cord-326314-9ycht8gi	66	11	as	as	IN
cord-326314-9ycht8gi	66	12	relative	relative	JJ
cord-326314-9ycht8gi	66	13	weighting	weighting	NN
cord-326314-9ycht8gi	66	14	terms	term	NNS
cord-326314-9ycht8gi	66	15	,	,	,
cord-326314-9ycht8gi	66	16	whose	whose	WP$
cord-326314-9ycht8gi	66	17	utility	utility	NN
cord-326314-9ycht8gi	66	18	will	will	MD
cord-326314-9ycht8gi	66	19	be	be	VB
cord-326314-9ycht8gi	66	20	described	describe	VBN
cord-326314-9ycht8gi	66	21	below	below	IN
cord-326314-9ycht8gi	66	22	in	in	IN
cord-326314-9ycht8gi	66	23	this	this	DT
cord-326314-9ycht8gi	66	24	Section	section	NN
cord-326314-9ycht8gi	66	25	.	.	.
cord-326314-9ycht8gi	67	1	The	the	DT
cord-326314-9ycht8gi	67	2	procedure	procedure	NN
cord-326314-9ycht8gi	67	3	searches	search	VBZ
cord-326314-9ycht8gi	67	4	a	a	DT
cord-326314-9ycht8gi	67	5	(	(	-LRB-
cord-326314-9ycht8gi	67	6	D	D	NNP
cord-326314-9ycht8gi	67	7	(	(	-LRB-
cord-326314-9ycht8gi	67	8	N	n	NN
cord-326314-9ycht8gi	67	9	+	+	SYM
cord-326314-9ycht8gi	67	10	1	1	CD
cord-326314-9ycht8gi	67	11	)	)	-RRB-
cord-326314-9ycht8gi	67	12	+	+	CC
cord-326314-9ycht8gi	67	13	p	p	NN
cord-326314-9ycht8gi	67	14	(	(	-LRB-
cord-326314-9ycht8gi	67	15	N	N	NNP
cord-326314-9ycht8gi	67	16	+	+	CC
cord-326314-9ycht8gi	67	17	1))-dimensional	1))-dimensional	CD
cord-326314-9ycht8gi	67	18	state	state	NN
cord-326314-9ycht8gi	67	19	space	space	NN
cord-326314-9ycht8gi	67	20	,	,	,
cord-326314-9ycht8gi	67	21	where	where	WRB
cord-326314-9ycht8gi	67	22	D	D	NNP
cord-326314-9ycht8gi	67	23	is	be	VBZ
cord-326314-9ycht8gi	67	24	the	the	DT
cord-326314-9ycht8gi	67	25	number	number	NN
cord-326314-9ycht8gi	67	26	of	of	IN
cord-326314-9ycht8gi	67	27	state	state	NN
cord-326314-9ycht8gi	67	28	variables	variable	NNS
cord-326314-9ycht8gi	67	29	,	,	,
cord-326314-9ycht8gi	67	30	N	N	NNP
cord-326314-9ycht8gi	67	31	is	be	VBZ
cord-326314-9ycht8gi	67	32	the	the	DT
cord-326314-9ycht8gi	67	33	number	number	NN
cord-326314-9ycht8gi	67	34	of	of	IN
cord-326314-9ycht8gi	67	35	discretized	discretize	VBN
cord-326314-9ycht8gi	67	36	steps	step	NNS
cord-326314-9ycht8gi	67	37	,	,	,
cord-326314-9ycht8gi	67	38	and	and	CC
cord-326314-9ycht8gi	67	39	p	p	NN
cord-326314-9ycht8gi	67	40	is	be	VBZ
cord-326314-9ycht8gi	67	41	the	the	DT
cord-326314-9ycht8gi	67	42	number	number	NN
cord-326314-9ycht8gi	67	43	of	of	IN
cord-326314-9ycht8gi	67	44	unknown	unknown	JJ
cord-326314-9ycht8gi	67	45	parameters	parameter	NNS
cord-326314-9ycht8gi	67	46	.	.	.
cord-326314-9ycht8gi	68	1	To	to	TO
cord-326314-9ycht8gi	68	2	perform	perform	VB
cord-326314-9ycht8gi	68	3	simulated	simulated	JJ
cord-326314-9ycht8gi	68	4	experiments	experiment	NNS
cord-326314-9ycht8gi	68	5	,	,	,
cord-326314-9ycht8gi	68	6	the	the	DT
cord-326314-9ycht8gi	68	7	equations	equation	NNS
cord-326314-9ycht8gi	68	8	of	of	IN
cord-326314-9ycht8gi	68	9	motion	motion	NN
cord-326314-9ycht8gi	68	10	are	be	VBP
cord-326314-9ycht8gi	68	11	integrated	integrate	VBN
cord-326314-9ycht8gi	68	12	forward	forward	RB
cord-326314-9ycht8gi	68	13	to	to	TO
cord-326314-9ycht8gi	68	14	yield	yield	VB
cord-326314-9ycht8gi	68	15	simulated	simulated	JJ
cord-326314-9ycht8gi	68	16	data	datum	NNS
cord-326314-9ycht8gi	68	17	,	,	,
cord-326314-9ycht8gi	68	18	and	and	CC
cord-326314-9ycht8gi	68	19	the	the	DT
cord-326314-9ycht8gi	68	20	VA	VA	NNP
cord-326314-9ycht8gi	68	21	procedure	procedure	NN
cord-326314-9ycht8gi	68	22	is	be	VBZ
cord-326314-9ycht8gi	68	23	challenged	challenge	VBN
cord-326314-9ycht8gi	68	24	to	to	TO
cord-326314-9ycht8gi	68	25	infer	infer	VB
cord-326314-9ycht8gi	68	26	the	the	DT
cord-326314-9ycht8gi	68	27	parameters	parameter	NNS
cord-326314-9ycht8gi	68	28	and	and	CC
cord-326314-9ycht8gi	68	29	the	the	DT
cord-326314-9ycht8gi	68	30	evolution	evolution	NN
cord-326314-9ycht8gi	68	31	of	of	IN
cord-326314-9ycht8gi	68	32	all	all	DT
cord-326314-9ycht8gi	68	33	state	state	NN
cord-326314-9ycht8gi	68	34	variablesmeasured	variablesmeasured	JJ
cord-326314-9ycht8gi	68	35	and	and	CC
cord-326314-9ycht8gi	68	36	unmeasured	unmeasured	JJ
cord-326314-9ycht8gi	68	37	-that	-that	NN
cord-326314-9ycht8gi	68	38	generated	generate	VBD
cord-326314-9ycht8gi	68	39	the	the	DT
cord-326314-9ycht8gi	68	40	simulated	simulated	JJ
cord-326314-9ycht8gi	68	41	data	datum	NNS
cord-326314-9ycht8gi	68	42	.	.	.
cord-326314-9ycht8gi	69	1	This	this	DT
cord-326314-9ycht8gi	69	2	specific	specific	JJ
cord-326314-9ycht8gi	69	3	formulation	formulation	NN
cord-326314-9ycht8gi	69	4	has	have	VBZ
cord-326314-9ycht8gi	69	5	been	be	VBN
cord-326314-9ycht8gi	69	6	tested	test	VBN
cord-326314-9ycht8gi	69	7	with	with	IN
cord-326314-9ycht8gi	69	8	chaotic	chaotic	JJ
cord-326314-9ycht8gi	69	9	models	model	NNS
cord-326314-9ycht8gi	69	10	[	[	-LRB-
cord-326314-9ycht8gi	69	11	27	27	CD
cord-326314-9ycht8gi	69	12	]	]	-RRB-
cord-326314-9ycht8gi	69	13	[	[	-LRB-
cord-326314-9ycht8gi	69	14	28	28	CD
cord-326314-9ycht8gi	69	15	]	]	-RRB-
cord-326314-9ycht8gi	69	16	[	[	-LRB-
cord-326314-9ycht8gi	69	17	29	29	CD
cord-326314-9ycht8gi	69	18	]	]	-RRB-
cord-326314-9ycht8gi	69	19	[	[	-LRB-
cord-326314-9ycht8gi	69	20	30	30	CD
cord-326314-9ycht8gi	69	21	]	]	-RRB-
cord-326314-9ycht8gi	69	22	,	,	,
cord-326314-9ycht8gi	69	23	and	and	CC
cord-326314-9ycht8gi	69	24	used	use	VBD
cord-326314-9ycht8gi	69	25	to	to	TO
cord-326314-9ycht8gi	69	26	estimate	estimate	VB
cord-326314-9ycht8gi	69	27	parameters	parameter	NNS
cord-326314-9ycht8gi	69	28	in	in	IN
cord-326314-9ycht8gi	69	29	models	model	NNS
cord-326314-9ycht8gi	69	30	of	of	IN
cord-326314-9ycht8gi	69	31	biological	biological	JJ
cord-326314-9ycht8gi	69	32	neurons	neuron	NNS
cord-326314-9ycht8gi	69	33	[	[	-LRB-
cord-326314-9ycht8gi	69	34	13	13	CD
cord-326314-9ycht8gi	69	35	,	,	,
cord-326314-9ycht8gi	69	36	14	14	CD
cord-326314-9ycht8gi	69	37	,	,	,
cord-326314-9ycht8gi	69	38	16	16	CD
cord-326314-9ycht8gi	69	39	,	,	,
cord-326314-9ycht8gi	69	40	18	18	CD
cord-326314-9ycht8gi	69	41	,	,	,
cord-326314-9ycht8gi	69	42	31	31	CD
cord-326314-9ycht8gi	69	43	,	,	,
cord-326314-9ycht8gi	69	44	32	32	CD
cord-326314-9ycht8gi	69	45	]	]	-RRB-
cord-326314-9ycht8gi	69	46	,	,	,
cord-326314-9ycht8gi	69	47	as	as	RB
cord-326314-9ycht8gi	69	48	well	well	RB
cord-326314-9ycht8gi	69	49	as	as	IN
cord-326314-9ycht8gi	69	50	astrophysical	astrophysical	JJ
cord-326314-9ycht8gi	69	51	scenarios	scenario	NNS
cord-326314-9ycht8gi	69	52	[	[	-LRB-
cord-326314-9ycht8gi	69	53	33	33	CD
cord-326314-9ycht8gi	69	54	]	]	-RRB-
cord-326314-9ycht8gi	69	55	.	.	.
cord-326314-9ycht8gi	70	1	Our	-PRON-	PRP$
cord-326314-9ycht8gi	70	2	model	model	NN
cord-326314-9ycht8gi	70	3	is	be	VBZ
cord-326314-9ycht8gi	70	4	nonlinear	nonlinear	JJ
cord-326314-9ycht8gi	70	5	,	,	,
cord-326314-9ycht8gi	70	6	and	and	CC
cord-326314-9ycht8gi	70	7	thus	thus	RB
cord-326314-9ycht8gi	70	8	the	the	DT
cord-326314-9ycht8gi	70	9	cost	cost	NN
cord-326314-9ycht8gi	70	10	function	function	NN
cord-326314-9ycht8gi	70	11	surface	surface	NN
cord-326314-9ycht8gi	70	12	is	be	VBZ
cord-326314-9ycht8gi	70	13	non	non	JJ
cord-326314-9ycht8gi	70	14	-	-	JJ
cord-326314-9ycht8gi	70	15	convex	convex	JJ
cord-326314-9ycht8gi	70	16	.	.	.
cord-326314-9ycht8gi	71	1	For	for	IN
cord-326314-9ycht8gi	71	2	this	this	DT
cord-326314-9ycht8gi	71	3	reason	reason	NN
cord-326314-9ycht8gi	71	4	,	,	,
cord-326314-9ycht8gi	71	5	we	-PRON-	PRP
cord-326314-9ycht8gi	71	6	iterate	iterate	VBP
cord-326314-9ycht8gi	71	7	-or	-or	DT
cord-326314-9ycht8gi	72	1	anneal	anneal	VB
cord-326314-9ycht8gi	72	2	-in	-in	.
cord-326314-9ycht8gi	73	1	terms	term	NNS
cord-326314-9ycht8gi	73	2	of	of	IN
cord-326314-9ycht8gi	73	3	the	the	DT
cord-326314-9ycht8gi	73	4	ratio	ratio	NN
cord-326314-9ycht8gi	73	5	of	of	IN
cord-326314-9ycht8gi	73	6	model	model	NN
cord-326314-9ycht8gi	73	7	and	and	CC
cord-326314-9ycht8gi	73	8	measurement	measurement	NN
cord-326314-9ycht8gi	73	9	error	error	NN
cord-326314-9ycht8gi	73	10	,	,	,
cord-326314-9ycht8gi	73	11	with	with	IN
cord-326314-9ycht8gi	73	12	the	the	DT
cord-326314-9ycht8gi	73	13	aim	aim	NN
cord-326314-9ycht8gi	73	14	to	to	TO
cord-326314-9ycht8gi	73	15	gradually	gradually	RB
cord-326314-9ycht8gi	73	16	freeze	freeze	VB
cord-326314-9ycht8gi	73	17	out	out	RP
cord-326314-9ycht8gi	73	18	a	a	DT
cord-326314-9ycht8gi	73	19	1	1	CD
cord-326314-9ycht8gi	74	1	It	-PRON-	PRP
cord-326314-9ycht8gi	74	2	may	may	MD
cord-326314-9ycht8gi	74	3	interest	interest	VB
cord-326314-9ycht8gi	74	4	the	the	DT
cord-326314-9ycht8gi	74	5	reader	reader	NN
cord-326314-9ycht8gi	74	6	that	that	IN
cord-326314-9ycht8gi	74	7	one	one	PRP
cord-326314-9ycht8gi	74	8	can	can	MD
cord-326314-9ycht8gi	74	9	derive	derive	VB
cord-326314-9ycht8gi	74	10	this	this	DT
cord-326314-9ycht8gi	74	11	cost	cost	NN
cord-326314-9ycht8gi	74	12	function	function	NN
cord-326314-9ycht8gi	74	13	by	by	IN
cord-326314-9ycht8gi	74	14	considering	consider	VBG
cord-326314-9ycht8gi	74	15	the	the	DT
cord-326314-9ycht8gi	74	16	classical	classical	JJ
cord-326314-9ycht8gi	74	17	physical	physical	JJ
cord-326314-9ycht8gi	74	18	Action	Action	NNP
cord-326314-9ycht8gi	74	19	on	on	IN
cord-326314-9ycht8gi	74	20	a	a	DT
cord-326314-9ycht8gi	74	21	path	path	NN
cord-326314-9ycht8gi	74	22	in	in	IN
cord-326314-9ycht8gi	74	23	a	a	DT
cord-326314-9ycht8gi	74	24	state	state	NN
cord-326314-9ycht8gi	74	25	space	space	NN
cord-326314-9ycht8gi	74	26	,	,	,
cord-326314-9ycht8gi	74	27	where	where	WRB
cord-326314-9ycht8gi	74	28	the	the	DT
cord-326314-9ycht8gi	74	29	path	path	NN
cord-326314-9ycht8gi	74	30	of	of	IN
cord-326314-9ycht8gi	74	31	lowest	low	JJS
cord-326314-9ycht8gi	74	32	Action	Action	NNP
cord-326314-9ycht8gi	74	33	corresponds	correspond	VBZ
cord-326314-9ycht8gi	74	34	to	to	IN
cord-326314-9ycht8gi	74	35	the	the	DT
cord-326314-9ycht8gi	74	36	correct	correct	JJ
cord-326314-9ycht8gi	74	37	solution	solution	NN
cord-326314-9ycht8gi	74	38	[	[	-LRB-
cord-326314-9ycht8gi	74	39	26	26	CD
cord-326314-9ycht8gi	74	40	]	]	-RRB-
cord-326314-9ycht8gi	74	41	5	5	CD
cord-326314-9ycht8gi	74	42	J	j	NN
cord-326314-9ycht8gi	74	43	o	o	NN
cord-326314-9ycht8gi	74	44	u	u	NN
cord-326314-9ycht8gi	74	45	r	r	NN
cord-326314-9ycht8gi	74	46	n	n	NN
cord-326314-9ycht8gi	74	47	a	a	DT
cord-326314-9ycht8gi	74	48	l	l	NN
cord-326314-9ycht8gi	74	49	P	p	NN
cord-326314-9ycht8gi	74	50	r	r	NN
cord-326314-9ycht8gi	74	51	e	e	NN
cord-326314-9ycht8gi	74	52	-p	-p	NN
cord-326314-9ycht8gi	75	1	r	r	LS
cord-326314-9ycht8gi	75	2	o	o	NN
cord-326314-9ycht8gi	76	1	o	o	UH
cord-326314-9ycht8gi	76	2	f	f	NNP
cord-326314-9ycht8gi	76	3	lowest	low	JJS
cord-326314-9ycht8gi	76	4	minimum	minimum	NN
cord-326314-9ycht8gi	76	5	.	.	.
cord-326314-9ycht8gi	77	1	This	this	DT
cord-326314-9ycht8gi	77	2	procedure	procedure	NN
cord-326314-9ycht8gi	77	3	was	be	VBD
cord-326314-9ycht8gi	77	4	introduced	introduce	VBN
cord-326314-9ycht8gi	77	5	in	in	IN
cord-326314-9ycht8gi	77	6	Ref	Ref	NNP
cord-326314-9ycht8gi	77	7	[	[	-LRB-
cord-326314-9ycht8gi	77	8	34	34	CD
cord-326314-9ycht8gi	77	9	]	]	-RRB-
cord-326314-9ycht8gi	77	10	,	,	,
cord-326314-9ycht8gi	77	11	and	and	CC
cord-326314-9ycht8gi	77	12	has	have	VBZ
cord-326314-9ycht8gi	77	13	since	since	IN
cord-326314-9ycht8gi	77	14	been	be	VBN
cord-326314-9ycht8gi	77	15	used	use	VBN
cord-326314-9ycht8gi	77	16	in	in	IN
cord-326314-9ycht8gi	77	17	combination	combination	NN
cord-326314-9ycht8gi	77	18	with	with	IN
cord-326314-9ycht8gi	77	19	variational	variational	JJ
cord-326314-9ycht8gi	77	20	optimization	optimization	NN
cord-326314-9ycht8gi	77	21	on	on	IN
cord-326314-9ycht8gi	77	22	nonlinear	nonlinear	JJ
cord-326314-9ycht8gi	77	23	models	model	NNS
cord-326314-9ycht8gi	77	24	in	in	IN
cord-326314-9ycht8gi	77	25	Refs	ref	NNS
cord-326314-9ycht8gi	77	26	[	[	-LRB-
cord-326314-9ycht8gi	77	27	11	11	CD
cord-326314-9ycht8gi	77	28	,	,	,
cord-326314-9ycht8gi	77	29	18	18	CD
cord-326314-9ycht8gi	77	30	,	,	,
cord-326314-9ycht8gi	77	31	31	31	CD
cord-326314-9ycht8gi	77	32	,	,	,
cord-326314-9ycht8gi	77	33	33	33	CD
cord-326314-9ycht8gi	77	34	]	]	-RRB-
cord-326314-9ycht8gi	77	35	above	above	RB
cord-326314-9ycht8gi	77	36	.	.	.
cord-326314-9ycht8gi	78	1	The	the	DT
cord-326314-9ycht8gi	78	2	annealing	annealing	NN
cord-326314-9ycht8gi	78	3	works	work	VBZ
cord-326314-9ycht8gi	78	4	as	as	IN
cord-326314-9ycht8gi	78	5	follows	follow	VBZ
cord-326314-9ycht8gi	78	6	.	.	.
cord-326314-9ycht8gi	79	1	We	-PRON-	PRP
cord-326314-9ycht8gi	79	2	first	first	RB
cord-326314-9ycht8gi	79	3	define	define	VBP
cord-326314-9ycht8gi	79	4	the	the	DT
cord-326314-9ycht8gi	79	5	coefficient	coefficient	NN
cord-326314-9ycht8gi	79	6	of	of	IN
cord-326314-9ycht8gi	79	7	measurement	measurement	NN
cord-326314-9ycht8gi	79	8	error	error	NN
cord-326314-9ycht8gi	79	9	R	r	NN
cord-326314-9ycht8gi	79	10	m	m	NN
cord-326314-9ycht8gi	79	11	to	to	TO
cord-326314-9ycht8gi	79	12	be	be	VB
cord-326314-9ycht8gi	79	13	1.0	1.0	CD
cord-326314-9ycht8gi	79	14	,	,	,
cord-326314-9ycht8gi	79	15	and	and	CC
cord-326314-9ycht8gi	79	16	write	write	VB
cord-326314-9ycht8gi	79	17	the	the	DT
cord-326314-9ycht8gi	79	18	coefficient	coefficient	NN
cord-326314-9ycht8gi	79	19	of	of	IN
cord-326314-9ycht8gi	79	20	model	model	NN
cord-326314-9ycht8gi	79	21	error	error	NN
cord-326314-9ycht8gi	79	22	R	r	NN
cord-326314-9ycht8gi	79	23	f	f	NN
cord-326314-9ycht8gi	79	24	as	as	IN
cord-326314-9ycht8gi	79	25	:	:	:
cord-326314-9ycht8gi	79	26	R	r	NN
cord-326314-9ycht8gi	79	27	f	f	NN
cord-326314-9ycht8gi	79	28	=	=	NN
cord-326314-9ycht8gi	79	29	R	r	NN
cord-326314-9ycht8gi	79	30	f	f	NN
cord-326314-9ycht8gi	79	31	,	,	,
cord-326314-9ycht8gi	79	32	0	0	NFP
cord-326314-9ycht8gi	79	33	α	α	NN
cord-326314-9ycht8gi	79	34	β	β	NN
cord-326314-9ycht8gi	79	35	,	,	,
cord-326314-9ycht8gi	79	36	where	where	WRB
cord-326314-9ycht8gi	79	37	R	R	NNP
cord-326314-9ycht8gi	79	38	f	f	NN
cord-326314-9ycht8gi	79	39	,	,	,
cord-326314-9ycht8gi	79	40	0	0	NFP
cord-326314-9ycht8gi	79	41	is	be	VBZ
cord-326314-9ycht8gi	79	42	a	a	DT
cord-326314-9ycht8gi	79	43	small	small	JJ
cord-326314-9ycht8gi	79	44	number	number	NN
cord-326314-9ycht8gi	79	45	near	near	IN
cord-326314-9ycht8gi	79	46	zero	zero	CD
cord-326314-9ycht8gi	79	47	,	,	,
cord-326314-9ycht8gi	79	48	α	α	NN
cord-326314-9ycht8gi	79	49	is	be	VBZ
cord-326314-9ycht8gi	79	50	a	a	DT
cord-326314-9ycht8gi	79	51	small	small	JJ
cord-326314-9ycht8gi	79	52	number	number	NN
cord-326314-9ycht8gi	79	53	greater	great	JJR
cord-326314-9ycht8gi	79	54	than	than	IN
cord-326314-9ycht8gi	79	55	1.0	1.0	CD
cord-326314-9ycht8gi	79	56	,	,	,
cord-326314-9ycht8gi	79	57	and	and	CC
cord-326314-9ycht8gi	79	58	β	β	NN
cord-326314-9ycht8gi	79	59	is	be	VBZ
cord-326314-9ycht8gi	79	60	initialized	initialize	VBN
cord-326314-9ycht8gi	79	61	at	at	IN
cord-326314-9ycht8gi	79	62	zero	zero	CD
cord-326314-9ycht8gi	79	63	.	.	.
cord-326314-9ycht8gi	80	1	Parameter	parameter	NN
cord-326314-9ycht8gi	80	2	β	β	NN
cord-326314-9ycht8gi	80	3	is	be	VBZ
cord-326314-9ycht8gi	80	4	our	-PRON-	PRP$
cord-326314-9ycht8gi	80	5	annealing	annealing	NN
cord-326314-9ycht8gi	80	6	parameter	parameter	NN
cord-326314-9ycht8gi	80	7	.	.	.
cord-326314-9ycht8gi	81	1	For	for	IN
cord-326314-9ycht8gi	81	2	the	the	DT
cord-326314-9ycht8gi	81	3	case	case	NN
cord-326314-9ycht8gi	81	4	in	in	IN
cord-326314-9ycht8gi	81	5	which	which	WDT
cord-326314-9ycht8gi	81	6	β	β	NN
cord-326314-9ycht8gi	81	7	=	=	SYM
cord-326314-9ycht8gi	81	8	0	0	NFP
cord-326314-9ycht8gi	81	9	,	,	,
cord-326314-9ycht8gi	81	10	relatively	relatively	RB
cord-326314-9ycht8gi	81	11	free	free	JJ
cord-326314-9ycht8gi	81	12	from	from	IN
cord-326314-9ycht8gi	81	13	model	model	NN
cord-326314-9ycht8gi	81	14	constraints	constraint	NNS
cord-326314-9ycht8gi	81	15	the	the	DT
cord-326314-9ycht8gi	81	16	cost	cost	NN
cord-326314-9ycht8gi	81	17	function	function	NN
cord-326314-9ycht8gi	81	18	surface	surface	NN
cord-326314-9ycht8gi	81	19	is	be	VBZ
cord-326314-9ycht8gi	81	20	smooth	smooth	JJ
cord-326314-9ycht8gi	81	21	and	and	CC
cord-326314-9ycht8gi	81	22	there	there	EX
cord-326314-9ycht8gi	81	23	exists	exist	VBZ
cord-326314-9ycht8gi	81	24	one	one	CD
cord-326314-9ycht8gi	81	25	minimum	minimum	NN
cord-326314-9ycht8gi	81	26	of	of	IN
cord-326314-9ycht8gi	81	27	the	the	DT
cord-326314-9ycht8gi	81	28	variational	variational	JJ
cord-326314-9ycht8gi	81	29	problem	problem	NN
cord-326314-9ycht8gi	81	30	that	that	WDT
cord-326314-9ycht8gi	81	31	is	be	VBZ
cord-326314-9ycht8gi	81	32	consistent	consistent	JJ
cord-326314-9ycht8gi	81	33	with	with	IN
cord-326314-9ycht8gi	81	34	the	the	DT
cord-326314-9ycht8gi	81	35	measurements	measurement	NNS
cord-326314-9ycht8gi	81	36	.	.	.
cord-326314-9ycht8gi	82	1	We	-PRON-	PRP
cord-326314-9ycht8gi	82	2	obtain	obtain	VBP
cord-326314-9ycht8gi	82	3	an	an	DT
cord-326314-9ycht8gi	82	4	estimate	estimate	NN
cord-326314-9ycht8gi	82	5	of	of	IN
cord-326314-9ycht8gi	82	6	that	that	DT
cord-326314-9ycht8gi	82	7	minimum	minimum	NN
cord-326314-9ycht8gi	82	8	.	.	.
cord-326314-9ycht8gi	83	1	Then	then	RB
cord-326314-9ycht8gi	83	2	we	-PRON-	PRP
cord-326314-9ycht8gi	83	3	increase	increase	VBP
cord-326314-9ycht8gi	83	4	the	the	DT
cord-326314-9ycht8gi	83	5	weight	weight	NN
cord-326314-9ycht8gi	83	6	of	of	IN
cord-326314-9ycht8gi	83	7	the	the	DT
cord-326314-9ycht8gi	83	8	model	model	NN
cord-326314-9ycht8gi	83	9	term	term	NN
cord-326314-9ycht8gi	83	10	slightly	slightly	RB
cord-326314-9ycht8gi	83	11	,	,	,
cord-326314-9ycht8gi	83	12	via	via	IN
cord-326314-9ycht8gi	83	13	an	an	DT
cord-326314-9ycht8gi	83	14	integer	integ	JJR
cord-326314-9ycht8gi	83	15	increment	increment	NN
cord-326314-9ycht8gi	83	16	in	in	IN
cord-326314-9ycht8gi	83	17	β	β	NN
cord-326314-9ycht8gi	83	18	,	,	,
cord-326314-9ycht8gi	83	19	and	and	CC
cord-326314-9ycht8gi	83	20	recalculate	recalculate	VB
cord-326314-9ycht8gi	83	21	the	the	DT
cord-326314-9ycht8gi	83	22	cost	cost	NN
cord-326314-9ycht8gi	83	23	.	.	.
cord-326314-9ycht8gi	84	1	We	-PRON-	PRP
cord-326314-9ycht8gi	84	2	do	do	VBP
cord-326314-9ycht8gi	84	3	this	this	DT
cord-326314-9ycht8gi	84	4	recursively	recursively	RB
cord-326314-9ycht8gi	84	5	,	,	,
cord-326314-9ycht8gi	84	6	toward	toward	IN
cord-326314-9ycht8gi	84	7	the	the	DT
cord-326314-9ycht8gi	84	8	deterministic	deterministic	JJ
cord-326314-9ycht8gi	84	9	limit	limit	NN
cord-326314-9ycht8gi	84	10	of	of	IN
cord-326314-9ycht8gi	84	11	R	r	NN
cord-326314-9ycht8gi	84	12	f	f	NN
cord-326314-9ycht8gi	84	13	R	r	NN
cord-326314-9ycht8gi	84	14	m	m	NN
cord-326314-9ycht8gi	84	15	.	.	.
cord-326314-9ycht8gi	85	1	The	the	DT
cord-326314-9ycht8gi	85	2	aim	aim	NN
cord-326314-9ycht8gi	85	3	is	be	VBZ
cord-326314-9ycht8gi	85	4	to	to	TO
cord-326314-9ycht8gi	85	5	remain	remain	VB
cord-326314-9ycht8gi	85	6	sufficiently	sufficiently	RB
cord-326314-9ycht8gi	85	7	near	near	JJ
cord-326314-9ycht8gi	85	8	to	to	IN
cord-326314-9ycht8gi	85	9	the	the	DT
cord-326314-9ycht8gi	85	10	lowest	low	JJS
cord-326314-9ycht8gi	85	11	minimum	minimum	NN
cord-326314-9ycht8gi	85	12	to	to	TO
cord-326314-9ycht8gi	85	13	not	not	RB
cord-326314-9ycht8gi	85	14	become	become	VB
cord-326314-9ycht8gi	85	15	trapped	trap	VBN
cord-326314-9ycht8gi	85	16	in	in	IN
cord-326314-9ycht8gi	85	17	a	a	DT
cord-326314-9ycht8gi	85	18	local	local	JJ
cord-326314-9ycht8gi	85	19	minimum	minimum	NN
cord-326314-9ycht8gi	85	20	as	as	IN
cord-326314-9ycht8gi	85	21	the	the	DT
cord-326314-9ycht8gi	85	22	surface	surface	NN
cord-326314-9ycht8gi	85	23	becomes	become	VBZ
cord-326314-9ycht8gi	85	24	resolved	resolve	VBN
cord-326314-9ycht8gi	85	25	.	.	.
cord-326314-9ycht8gi	86	1	We	-PRON-	PRP
cord-326314-9ycht8gi	86	2	will	will	MD
cord-326314-9ycht8gi	86	3	show	show	VB
cord-326314-9ycht8gi	86	4	in	in	IN
cord-326314-9ycht8gi	86	5	Results	result	NNS
cord-326314-9ycht8gi	86	6	that	that	IN
cord-326314-9ycht8gi	86	7	a	a	DT
cord-326314-9ycht8gi	86	8	plot	plot	NN
cord-326314-9ycht8gi	86	9	of	of	IN
cord-326314-9ycht8gi	86	10	the	the	DT
cord-326314-9ycht8gi	86	11	cost	cost	NN
cord-326314-9ycht8gi	86	12	as	as	IN
cord-326314-9ycht8gi	86	13	a	a	DT
cord-326314-9ycht8gi	86	14	function	function	NN
cord-326314-9ycht8gi	86	15	of	of	IN
cord-326314-9ycht8gi	86	16	β	β	NN
cord-326314-9ycht8gi	86	17	reveals	reveal	VBZ
cord-326314-9ycht8gi	86	18	whether	whether	IN
cord-326314-9ycht8gi	86	19	a	a	DT
cord-326314-9ycht8gi	86	20	solution	solution	NN
cord-326314-9ycht8gi	86	21	has	have	VBZ
cord-326314-9ycht8gi	86	22	been	be	VBN
cord-326314-9ycht8gi	86	23	found	find	VBN
cord-326314-9ycht8gi	86	24	that	that	WDT
cord-326314-9ycht8gi	86	25	is	be	VBZ
cord-326314-9ycht8gi	86	26	consistent	consistent	JJ
cord-326314-9ycht8gi	86	27	with	with	IN
cord-326314-9ycht8gi	86	28	both	both	DT
cord-326314-9ycht8gi	86	29	measurements	measurement	NNS
cord-326314-9ycht8gi	86	30	and	and	CC
cord-326314-9ycht8gi	86	31	model	model	NN
cord-326314-9ycht8gi	86	32	.	.	.
cord-326314-9ycht8gi	87	1	We	-PRON-	PRP
cord-326314-9ycht8gi	87	2	based	base	VBD
cord-326314-9ycht8gi	87	3	our	-PRON-	PRP$
cord-326314-9ycht8gi	87	4	simulated	simulated	JJ
cord-326314-9ycht8gi	87	5	locality	locality	NN
cord-326314-9ycht8gi	87	6	loosely	loosely	RB
cord-326314-9ycht8gi	87	7	on	on	IN
cord-326314-9ycht8gi	87	8	New	New	NNP
cord-326314-9ycht8gi	87	9	York	York	NNP
cord-326314-9ycht8gi	87	10	City	City	NNP
cord-326314-9ycht8gi	87	11	,	,	,
cord-326314-9ycht8gi	87	12	with	with	IN
cord-326314-9ycht8gi	87	13	a	a	DT
cord-326314-9ycht8gi	87	14	population	population	NN
cord-326314-9ycht8gi	87	15	of	of	IN
cord-326314-9ycht8gi	87	16	9	9	CD
cord-326314-9ycht8gi	87	17	million	million	CD
cord-326314-9ycht8gi	87	18	.	.	.
cord-326314-9ycht8gi	88	1	For	for	IN
cord-326314-9ycht8gi	88	2	simplicity	simplicity	NN
cord-326314-9ycht8gi	88	3	,	,	,
cord-326314-9ycht8gi	88	4	we	-PRON-	PRP
cord-326314-9ycht8gi	88	5	assume	assume	VBP
cord-326314-9ycht8gi	88	6	a	a	DT
cord-326314-9ycht8gi	88	7	closed	closed	JJ
cord-326314-9ycht8gi	88	8	population	population	NN
cord-326314-9ycht8gi	88	9	.	.	.
cord-326314-9ycht8gi	89	1	Simulations	simulation	NNS
cord-326314-9ycht8gi	89	2	ran	run	VBD
cord-326314-9ycht8gi	89	3	from	from	IN
cord-326314-9ycht8gi	89	4	an	an	DT
cord-326314-9ycht8gi	89	5	initial	initial	JJ
cord-326314-9ycht8gi	89	6	time	time	NN
cord-326314-9ycht8gi	89	7	t	t	NN
cord-326314-9ycht8gi	89	8	0	0	CD
cord-326314-9ycht8gi	89	9	of	of	IN
cord-326314-9ycht8gi	89	10	four	four	CD
cord-326314-9ycht8gi	89	11	days	day	NNS
cord-326314-9ycht8gi	89	12	prior	prior	RB
cord-326314-9ycht8gi	89	13	to	to	IN
cord-326314-9ycht8gi	89	14	2020	2020	CD
cord-326314-9ycht8gi	89	15	March	March	NNP
cord-326314-9ycht8gi	89	16	1	1	CD
cord-326314-9ycht8gi	89	17	,	,	,
cord-326314-9ycht8gi	89	18	the	the	DT
cord-326314-9ycht8gi	89	19	date	date	NN
cord-326314-9ycht8gi	89	20	of	of	IN
cord-326314-9ycht8gi	89	21	the	the	DT
cord-326314-9ycht8gi	89	22	first	first	JJ
cord-326314-9ycht8gi	89	23	reported	report	VBN
cord-326314-9ycht8gi	89	24	COVID-19	COVID-19	NNP
cord-326314-9ycht8gi	89	25	case	case	NN
cord-326314-9ycht8gi	89	26	in	in	IN
cord-326314-9ycht8gi	89	27	New	New	NNP
cord-326314-9ycht8gi	89	28	York	York	NNP
cord-326314-9ycht8gi	89	29	City	City	NNP
cord-326314-9ycht8gi	89	30	[	[	-LRB-
cord-326314-9ycht8gi	89	31	35	35	CD
cord-326314-9ycht8gi	89	32	]	]	-RRB-
cord-326314-9ycht8gi	89	33	.	.	.
cord-326314-9ycht8gi	90	1	At	at	IN
cord-326314-9ycht8gi	90	2	time	time	NN
cord-326314-9ycht8gi	90	3	t	t	NNP
cord-326314-9ycht8gi	90	4	0	0	CD
cord-326314-9ycht8gi	90	5	,	,	,
cord-326314-9ycht8gi	90	6	there	there	EX
cord-326314-9ycht8gi	90	7	existed	exist	VBD
cord-326314-9ycht8gi	90	8	one	one	CD
cord-326314-9ycht8gi	90	9	detected	detect	VBD
cord-326314-9ycht8gi	90	10	symptomatic	symptomatic	JJ
cord-326314-9ycht8gi	90	11	case	case	NN
cord-326314-9ycht8gi	90	12	within	within	IN
cord-326314-9ycht8gi	90	13	the	the	DT
cord-326314-9ycht8gi	90	14	population	population	NN
cord-326314-9ycht8gi	90	15	of	of	IN
cord-326314-9ycht8gi	90	16	9	9	CD
cord-326314-9ycht8gi	90	17	million	million	CD
cord-326314-9ycht8gi	90	18	.	.	.
cord-326314-9ycht8gi	91	1	In	in	IN
cord-326314-9ycht8gi	91	2	addition	addition	NN
cord-326314-9ycht8gi	91	3	to	to	IN
cord-326314-9ycht8gi	91	4	that	that	DT
cord-326314-9ycht8gi	91	5	one	one	CD
cord-326314-9ycht8gi	91	6	initial	initial	JJ
cord-326314-9ycht8gi	91	7	detected	detect	VBN
cord-326314-9ycht8gi	91	8	case	case	NN
cord-326314-9ycht8gi	91	9	,	,	,
cord-326314-9ycht8gi	91	10	we	-PRON-	PRP
cord-326314-9ycht8gi	91	11	took	take	VBD
cord-326314-9ycht8gi	91	12	as	as	IN
cord-326314-9ycht8gi	91	13	our	-PRON-	PRP$
cord-326314-9ycht8gi	91	14	initial	initial	JJ
cord-326314-9ycht8gi	91	15	conditions	condition	NNS
cord-326314-9ycht8gi	91	16	on	on	IN
cord-326314-9ycht8gi	91	17	the	the	DT
cord-326314-9ycht8gi	91	18	populations	population	NNS
cord-326314-9ycht8gi	91	19	to	to	TO
cord-326314-9ycht8gi	91	20	be	be	VB
cord-326314-9ycht8gi	91	21	:	:	:
cord-326314-9ycht8gi	91	22	50	50	CD
cord-326314-9ycht8gi	91	23	undetected	undetected	JJ
cord-326314-9ycht8gi	91	24	asymptomatics	asymptomatic	NNS
cord-326314-9ycht8gi	91	25	,	,	,
cord-326314-9ycht8gi	91	26	10	10	CD
cord-326314-9ycht8gi	91	27	undetected	undetected	JJ
cord-326314-9ycht8gi	91	28	mild	mild	JJ
cord-326314-9ycht8gi	91	29	symptomatics	symptomatic	NNS
cord-326314-9ycht8gi	91	30	,	,	,
cord-326314-9ycht8gi	91	31	and	and	CC
cord-326314-9ycht8gi	91	32	one	one	CD
cord-326314-9ycht8gi	91	33	undetected	undetected	JJ
cord-326314-9ycht8gi	91	34	severe	severe	JJ
cord-326314-9ycht8gi	91	35	symptomatic	symptomatic	JJ
cord-326314-9ycht8gi	91	36	.	.	.
cord-326314-9ycht8gi	92	1	2	2	LS
cord-326314-9ycht8gi	93	1	We	-PRON-	PRP
cord-326314-9ycht8gi	93	2	chose	choose	VBD
cord-326314-9ycht8gi	93	3	five	five	CD
cord-326314-9ycht8gi	93	4	quantities	quantity	NNS
cord-326314-9ycht8gi	93	5	as	as	IN
cord-326314-9ycht8gi	93	6	unknown	unknown	JJ
cord-326314-9ycht8gi	93	7	parameters	parameter	NNS
cord-326314-9ycht8gi	93	8	to	to	TO
cord-326314-9ycht8gi	93	9	be	be	VB
cord-326314-9ycht8gi	93	10	estimated	estimate	VBN
cord-326314-9ycht8gi	93	11	(	(	-LRB-
cord-326314-9ycht8gi	93	12	Table	table	NN
cord-326314-9ycht8gi	93	13	1	1	CD
cord-326314-9ycht8gi	93	14	)	)	-RRB-
cord-326314-9ycht8gi	93	15	:	:	:
cord-326314-9ycht8gi	93	16	1	1	LS
cord-326314-9ycht8gi	93	17	)	)	-RRB-
cord-326314-9ycht8gi	93	18	the	the	DT
cord-326314-9ycht8gi	93	19	time	time	NN
cord-326314-9ycht8gi	93	20	-	-	HYPH
cord-326314-9ycht8gi	93	21	varying	vary	VBG
cord-326314-9ycht8gi	93	22	transmission	transmission	NN
cord-326314-9ycht8gi	93	23	rate	rate	NN
cord-326314-9ycht8gi	94	1	K	K	NNP
cord-326314-9ycht8gi	94	2	i	i	PRP
cord-326314-9ycht8gi	94	3	(	(	-LRB-
cord-326314-9ycht8gi	94	4	t	t	NN
cord-326314-9ycht8gi	94	5	)	)	-RRB-
cord-326314-9ycht8gi	95	1	;	;	:
cord-326314-9ycht8gi	95	2	2	2	LS
cord-326314-9ycht8gi	95	3	)	)	-RRB-
cord-326314-9ycht8gi	95	4	the	the	DT
cord-326314-9ycht8gi	95	5	detection	detection	NN
cord-326314-9ycht8gi	95	6	probability	probability	NN
cord-326314-9ycht8gi	95	7	of	of	IN
cord-326314-9ycht8gi	95	8	mild	mild	JJ
cord-326314-9ycht8gi	95	9	symptomatic	symptomatic	JJ
cord-326314-9ycht8gi	95	10	cases	case	NNS
cord-326314-9ycht8gi	95	11	d	d	XX
cord-326314-9ycht8gi	95	12	Sym	sym	NN
cord-326314-9ycht8gi	95	13	(	(	-LRB-
cord-326314-9ycht8gi	95	14	t	t	NN
cord-326314-9ycht8gi	95	15	)	)	-RRB-
cord-326314-9ycht8gi	95	16	,	,	.
cord-326314-9ycht8gi	96	1	3	3	LS
cord-326314-9ycht8gi	96	2	)	)	-RRB-
cord-326314-9ycht8gi	96	3	the	the	DT
cord-326314-9ycht8gi	96	4	detection	detection	NN
cord-326314-9ycht8gi	96	5	probability	probability	NN
cord-326314-9ycht8gi	96	6	of	of	IN
cord-326314-9ycht8gi	96	7	severe	severe	JJ
cord-326314-9ycht8gi	96	8	symptomatic	symptomatic	JJ
cord-326314-9ycht8gi	96	9	cases	case	NNS
cord-326314-9ycht8gi	96	10	d	d	XX
cord-326314-9ycht8gi	96	11	Sys	Sys	NNP
cord-326314-9ycht8gi	96	12	(	(	-LRB-
cord-326314-9ycht8gi	96	13	t	t	NN
cord-326314-9ycht8gi	96	14	)	)	-RRB-
cord-326314-9ycht8gi	96	15	,	,	,
cord-326314-9ycht8gi	96	16	4	4	LS
cord-326314-9ycht8gi	96	17	)	)	-RRB-
cord-326314-9ycht8gi	96	18	the	the	DT
cord-326314-9ycht8gi	96	19	fraction	fraction	NN
cord-326314-9ycht8gi	96	20	of	of	IN
cord-326314-9ycht8gi	96	21	cases	case	NNS
cord-326314-9ycht8gi	96	22	that	that	WDT
cord-326314-9ycht8gi	96	23	become	become	VBP
cord-326314-9ycht8gi	96	24	symptomatic	symptomatic	JJ
cord-326314-9ycht8gi	96	25	f	f	NN
cord-326314-9ycht8gi	96	26	sympt	sympt	NN
cord-326314-9ycht8gi	96	27	,	,	,
cord-326314-9ycht8gi	96	28	and	and	CC
cord-326314-9ycht8gi	96	29	5	5	LS
cord-326314-9ycht8gi	96	30	)	)	-RRB-
cord-326314-9ycht8gi	96	31	the	the	DT
cord-326314-9ycht8gi	96	32	fraction	fraction	NN
cord-326314-9ycht8gi	96	33	of	of	IN
cord-326314-9ycht8gi	96	34	symptomatic	symptomatic	JJ
cord-326314-9ycht8gi	96	35	cases	case	NNS
cord-326314-9ycht8gi	96	36	that	that	WDT
cord-326314-9ycht8gi	96	37	become	become	VBP
cord-326314-9ycht8gi	96	38	severe	severe	JJ
cord-326314-9ycht8gi	96	39	enough	enough	RB
cord-326314-9ycht8gi	96	40	to	to	TO
cord-326314-9ycht8gi	96	41	require	require	VB
cord-326314-9ycht8gi	96	42	hospitalization	hospitalization	NN
cord-326314-9ycht8gi	96	43	f	f	NN
cord-326314-9ycht8gi	96	44	severe	severe	JJ
cord-326314-9ycht8gi	96	45	.	.	.
cord-326314-9ycht8gi	97	1	Here	here	RB
cord-326314-9ycht8gi	97	2	we	-PRON-	PRP
cord-326314-9ycht8gi	97	3	summarize	summarize	VBP
cord-326314-9ycht8gi	97	4	the	the	DT
cord-326314-9ycht8gi	97	5	key	key	JJ
cord-326314-9ycht8gi	97	6	features	feature	NNS
cord-326314-9ycht8gi	97	7	that	that	WDT
cord-326314-9ycht8gi	97	8	we	-PRON-	PRP
cord-326314-9ycht8gi	97	9	sought	seek	VBD
cord-326314-9ycht8gi	97	10	to	to	TO
cord-326314-9ycht8gi	97	11	capture	capture	VB
cord-326314-9ycht8gi	97	12	in	in	IN
cord-326314-9ycht8gi	97	13	modeling	model	VBG
cord-326314-9ycht8gi	97	14	these	these	DT
cord-326314-9ycht8gi	97	15	parameters	parameter	NNS
cord-326314-9ycht8gi	97	16	;	;	:
cord-326314-9ycht8gi	97	17	for	for	IN
cord-326314-9ycht8gi	97	18	their	-PRON-	PRP$
cord-326314-9ycht8gi	97	19	mathematical	mathematical	JJ
cord-326314-9ycht8gi	97	20	formulatons	formulaton	NNS
cord-326314-9ycht8gi	97	21	,	,	,
cord-326314-9ycht8gi	97	22	see	see	VB
cord-326314-9ycht8gi	97	23	Appendix	Appendix	NNP
cord-326314-9ycht8gi	97	24	B.	B.	NNP
cord-326314-9ycht8gi	98	1	The	the	DT
cord-326314-9ycht8gi	98	2	transmission	transmission	NN
cord-326314-9ycht8gi	98	3	rate	rate	NN
cord-326314-9ycht8gi	99	1	K	K	NNP
cord-326314-9ycht8gi	99	2	i	i	PRP
cord-326314-9ycht8gi	99	3	(	(	-LRB-
cord-326314-9ycht8gi	99	4	often	often	RB
cord-326314-9ycht8gi	99	5	referred	refer	VBN
cord-326314-9ycht8gi	99	6	to	to	IN
cord-326314-9ycht8gi	99	7	as	as	IN
cord-326314-9ycht8gi	99	8	the	the	DT
cord-326314-9ycht8gi	99	9	effective	effective	JJ
cord-326314-9ycht8gi	99	10	contact	contact	NN
cord-326314-9ycht8gi	99	11	rate	rate	NN
cord-326314-9ycht8gi	99	12	)	)	-RRB-
cord-326314-9ycht8gi	99	13	in	in	IN
cord-326314-9ycht8gi	99	14	a	a	DT
cord-326314-9ycht8gi	99	15	given	give	VBN
cord-326314-9ycht8gi	99	16	population	population	NN
cord-326314-9ycht8gi	99	17	for	for	IN
cord-326314-9ycht8gi	99	18	a	a	DT
cord-326314-9ycht8gi	99	19	given	give	VBN
cord-326314-9ycht8gi	99	20	infectious	infectious	JJ
cord-326314-9ycht8gi	99	21	disease	disease	NN
cord-326314-9ycht8gi	99	22	is	be	VBZ
cord-326314-9ycht8gi	99	23	measured	measure	VBN
cord-326314-9ycht8gi	99	24	in	in	IN
cord-326314-9ycht8gi	99	25	effective	effective	JJ
cord-326314-9ycht8gi	99	26	contacts	contact	NNS
cord-326314-9ycht8gi	99	27	per	per	IN
cord-326314-9ycht8gi	99	28	unit	unit	NN
cord-326314-9ycht8gi	99	29	time	time	NN
cord-326314-9ycht8gi	99	30	.	.	.
cord-326314-9ycht8gi	100	1	This	this	DT
cord-326314-9ycht8gi	100	2	may	may	MD
cord-326314-9ycht8gi	100	3	be	be	VB
cord-326314-9ycht8gi	100	4	expressed	express	VBN
cord-326314-9ycht8gi	100	5	as	as	IN
cord-326314-9ycht8gi	100	6	the	the	DT
cord-326314-9ycht8gi	100	7	total	total	JJ
cord-326314-9ycht8gi	100	8	contact	contact	NN
cord-326314-9ycht8gi	100	9	rate	rate	NN
cord-326314-9ycht8gi	100	10	multiplied	multiply	VBN
cord-326314-9ycht8gi	100	11	by	by	IN
cord-326314-9ycht8gi	100	12	the	the	DT
cord-326314-9ycht8gi	100	13	risk	risk	NN
cord-326314-9ycht8gi	100	14	of	of	IN
cord-326314-9ycht8gi	100	15	infection	infection	NN
cord-326314-9ycht8gi	100	16	,	,	,
cord-326314-9ycht8gi	100	17	given	give	VBN
cord-326314-9ycht8gi	100	18	contact	contact	NN
cord-326314-9ycht8gi	100	19	between	between	IN
cord-326314-9ycht8gi	100	20	an	an	DT
cord-326314-9ycht8gi	100	21	infectious	infectious	JJ
cord-326314-9ycht8gi	100	22	and	and	CC
cord-326314-9ycht8gi	100	23	a	a	DT
cord-326314-9ycht8gi	100	24	susceptible	susceptible	JJ
cord-326314-9ycht8gi	100	25	individual	individual	NN
cord-326314-9ycht8gi	100	26	.	.	.
cord-326314-9ycht8gi	101	1	The	the	DT
cord-326314-9ycht8gi	101	2	contact	contact	NN
cord-326314-9ycht8gi	101	3	rate	rate	NN
cord-326314-9ycht8gi	101	4	,	,	,
cord-326314-9ycht8gi	101	5	in	in	IN
cord-326314-9ycht8gi	101	6	turn	turn	NN
cord-326314-9ycht8gi	101	7	,	,	,
cord-326314-9ycht8gi	101	8	can	can	MD
cord-326314-9ycht8gi	101	9	be	be	VB
cord-326314-9ycht8gi	101	10	impacted	impact	VBN
cord-326314-9ycht8gi	101	11	by	by	IN
cord-326314-9ycht8gi	101	12	amendments	amendment	NNS
cord-326314-9ycht8gi	101	13	to	to	IN
cord-326314-9ycht8gi	101	14	social	social	JJ
cord-326314-9ycht8gi	101	15	behavior	behavior	NN
cord-326314-9ycht8gi	101	16	3	3	CD
cord-326314-9ycht8gi	101	17	.	.	.
cord-326314-9ycht8gi	102	1	As	as	IN
cord-326314-9ycht8gi	102	2	a	a	DT
cord-326314-9ycht8gi	102	3	first	first	JJ
cord-326314-9ycht8gi	102	4	step	step	NN
cord-326314-9ycht8gi	102	5	in	in	IN
cord-326314-9ycht8gi	102	6	applying	apply	VBG
cord-326314-9ycht8gi	102	7	SDA	SDA	NNP
cord-326314-9ycht8gi	102	8	to	to	IN
cord-326314-9ycht8gi	102	9	a	a	DT
cord-326314-9ycht8gi	102	10	high	high	JJ
cord-326314-9ycht8gi	102	11	-	-	HYPH
cord-326314-9ycht8gi	102	12	dimensional	dimensional	JJ
cord-326314-9ycht8gi	102	13	epidemiological	epidemiological	JJ
cord-326314-9ycht8gi	102	14	model	model	NN
cord-326314-9ycht8gi	102	15	,	,	,
cord-326314-9ycht8gi	102	16	we	-PRON-	PRP
cord-326314-9ycht8gi	102	17	chose	choose	VBD
cord-326314-9ycht8gi	102	18	to	to	TO
cord-326314-9ycht8gi	102	19	condense	condense	VB
cord-326314-9ycht8gi	102	20	the	the	DT
cord-326314-9ycht8gi	102	21	significance	significance	NN
cord-326314-9ycht8gi	102	22	of	of	IN
cord-326314-9ycht8gi	102	23	K	K	NNP
cord-326314-9ycht8gi	102	24	i	i	PRP
cord-326314-9ycht8gi	102	25	into	into	IN
cord-326314-9ycht8gi	102	26	a	a	DT
cord-326314-9ycht8gi	102	27	relatively	relatively	RB
cord-326314-9ycht8gi	102	28	simple	simple	JJ
cord-326314-9ycht8gi	102	29	mathematical	mathematical	JJ
cord-326314-9ycht8gi	102	30	form	form	NN
cord-326314-9ycht8gi	102	31	.	.	.
cord-326314-9ycht8gi	103	1	We	-PRON-	PRP
cord-326314-9ycht8gi	103	2	assumed	assume	VBD
cord-326314-9ycht8gi	103	3	that	that	IN
cord-326314-9ycht8gi	103	4	K	K	NNP
cord-326314-9ycht8gi	103	5	i	i	PRP
cord-326314-9ycht8gi	103	6	was	be	VBD
cord-326314-9ycht8gi	103	7	constant	constant	JJ
cord-326314-9ycht8gi	103	8	prior	prior	RB
cord-326314-9ycht8gi	103	9	to	to	IN
cord-326314-9ycht8gi	103	10	the	the	DT
cord-326314-9ycht8gi	103	11	implementation	implementation	NN
cord-326314-9ycht8gi	103	12	of	of	IN
cord-326314-9ycht8gi	103	13	a	a	DT
cord-326314-9ycht8gi	103	14	social	social	JJ
cord-326314-9ycht8gi	103	15	-	-	HYPH
cord-326314-9ycht8gi	103	16	distancing	distance	VBG
cord-326314-9ycht8gi	103	17	mandate	mandate	NN
cord-326314-9ycht8gi	103	18	,	,	,
cord-326314-9ycht8gi	103	19	which	which	WDT
cord-326314-9ycht8gi	103	20	then	then	RB
cord-326314-9ycht8gi	103	21	effected	effect	VBD
cord-326314-9ycht8gi	103	22	a	a	DT
cord-326314-9ycht8gi	103	23	rapid	rapid	JJ
cord-326314-9ycht8gi	103	24	transition	transition	NN
cord-326314-9ycht8gi	103	25	of	of	IN
cord-326314-9ycht8gi	103	26	K	K	NNP
cord-326314-9ycht8gi	103	27	i	i	PRP
cord-326314-9ycht8gi	103	28	to	to	IN
cord-326314-9ycht8gi	103	29	a	a	DT
cord-326314-9ycht8gi	103	30	lower	low	JJR
cord-326314-9ycht8gi	103	31	constant	constant	JJ
cord-326314-9ycht8gi	103	32	value	value	NN
cord-326314-9ycht8gi	103	33	.	.	.
cord-326314-9ycht8gi	104	1	Specifically	specifically	RB
cord-326314-9ycht8gi	104	2	,	,	,
cord-326314-9ycht8gi	104	3	we	-PRON-	PRP
cord-326314-9ycht8gi	104	4	modeled	model	VBD
cord-326314-9ycht8gi	104	5	K	K	NNP
cord-326314-9ycht8gi	104	6	i	i	PRP
cord-326314-9ycht8gi	104	7	as	as	IN
cord-326314-9ycht8gi	104	8	a	a	DT
cord-326314-9ycht8gi	104	9	smooth	smooth	JJ
cord-326314-9ycht8gi	104	10	approximation	approximation	NN
cord-326314-9ycht8gi	104	11	to	to	IN
cord-326314-9ycht8gi	104	12	a	a	DT
cord-326314-9ycht8gi	104	13	Heaviside	Heaviside	NNP
cord-326314-9ycht8gi	104	14	function	function	NN
cord-326314-9ycht8gi	104	15	that	that	WDT
cord-326314-9ycht8gi	104	16	begins	begin	VBZ
cord-326314-9ycht8gi	104	17	its	-PRON-	PRP$
cord-326314-9ycht8gi	104	18	decline	decline	NN
cord-326314-9ycht8gi	104	19	on	on	IN
cord-326314-9ycht8gi	104	20	March	March	NNP
cord-326314-9ycht8gi	104	21	22	22	CD
cord-326314-9ycht8gi	104	22	,	,	,
cord-326314-9ycht8gi	104	23	the	the	DT
cord-326314-9ycht8gi	104	24	date	date	NN
cord-326314-9ycht8gi	104	25	that	that	WDT
cord-326314-9ycht8gi	104	26	the	the	DT
cord-326314-9ycht8gi	104	27	stay	stay	VB
cord-326314-9ycht8gi	104	28	-	-	HYPH
cord-326314-9ycht8gi	104	29	at	at	IN
cord-326314-9ycht8gi	104	30	-	-	HYPH
cord-326314-9ycht8gi	104	31	home	home	NN
cord-326314-9ycht8gi	104	32	order	order	NN
cord-326314-9ycht8gi	104	33	took	take	VBD
cord-326314-9ycht8gi	104	34	effect	effect	NN
cord-326314-9ycht8gi	104	35	in	in	IN
cord-326314-9ycht8gi	104	36	New	New	NNP
cord-326314-9ycht8gi	104	37	York	York	NNP
cord-326314-9ycht8gi	104	38	City	City	NNP
cord-326314-9ycht8gi	104	39	[	[	-LRB-
cord-326314-9ycht8gi	104	40	39	39	CD
cord-326314-9ycht8gi	104	41	]	]	-RRB-
cord-326314-9ycht8gi	104	42	:	:	:
cord-326314-9ycht8gi	104	43	25	25	CD
cord-326314-9ycht8gi	104	44	days	day	NNS
cord-326314-9ycht8gi	104	45	after	after	IN
cord-326314-9ycht8gi	104	46	time	time	NN
cord-326314-9ycht8gi	104	47	t	t	NN
cord-326314-9ycht8gi	104	48	0	0	CD
cord-326314-9ycht8gi	104	49	.	.	.
cord-326314-9ycht8gi	105	1	For	for	IN
cord-326314-9ycht8gi	105	2	further	further	JJ
cord-326314-9ycht8gi	105	3	simplicity	simplicity	NN
cord-326314-9ycht8gi	105	4	,	,	,
cord-326314-9ycht8gi	105	5	we	-PRON-	PRP
cord-326314-9ycht8gi	105	6	took	take	VBD
cord-326314-9ycht8gi	105	7	K	K	NNP
cord-326314-9ycht8gi	105	8	i	i	PRP
cord-326314-9ycht8gi	105	9	to	to	TO
cord-326314-9ycht8gi	105	10	reflect	reflect	VB
cord-326314-9ycht8gi	105	11	a	a	DT
cord-326314-9ycht8gi	105	12	single	single	JJ
cord-326314-9ycht8gi	105	13	implementation	implementation	NN
cord-326314-9ycht8gi	105	14	of	of	IN
cord-326314-9ycht8gi	105	15	a	a	DT
cord-326314-9ycht8gi	105	16	social	social	JJ
cord-326314-9ycht8gi	105	17	distancing	distancing	NN
cord-326314-9ycht8gi	105	18	protocol	protocol	NN
cord-326314-9ycht8gi	105	19	,	,	,
cord-326314-9ycht8gi	105	20	and	and	CC
cord-326314-9ycht8gi	105	21	adherence	adherence	NN
cord-326314-9ycht8gi	105	22	to	to	IN
cord-326314-9ycht8gi	105	23	that	that	DT
cord-326314-9ycht8gi	105	24	protocol	protocol	NN
cord-326314-9ycht8gi	105	25	throughout	throughout	IN
cord-326314-9ycht8gi	105	26	the	the	DT
cord-326314-9ycht8gi	105	27	remaining	remain	VBG
cord-326314-9ycht8gi	105	28	temporal	temporal	JJ
cord-326314-9ycht8gi	105	29	baseline	baseline	NN
cord-326314-9ycht8gi	105	30	of	of	IN
cord-326314-9ycht8gi	105	31	estimation	estimation	NN
cord-326314-9ycht8gi	105	32	.	.	.
cord-326314-9ycht8gi	106	1	Detection	detection	NN
cord-326314-9ycht8gi	106	2	rates	rate	NNS
cord-326314-9ycht8gi	106	3	impact	impact	VBP
cord-326314-9ycht8gi	106	4	the	the	DT
cord-326314-9ycht8gi	106	5	sizes	size	NNS
cord-326314-9ycht8gi	106	6	of	of	IN
cord-326314-9ycht8gi	106	7	the	the	DT
cord-326314-9ycht8gi	106	8	subpopulations	subpopulation	NNS
cord-326314-9ycht8gi	106	9	entering	enter	VBG
cord-326314-9ycht8gi	106	10	hospitals	hospital	NNS
cord-326314-9ycht8gi	106	11	,	,	,
cord-326314-9ycht8gi	106	12	and	and	CC
cord-326314-9ycht8gi	106	13	their	-PRON-	PRP$
cord-326314-9ycht8gi	106	14	values	value	NNS
cord-326314-9ycht8gi	106	15	are	be	VBP
cord-326314-9ycht8gi	106	16	highly	highly	RB
cord-326314-9ycht8gi	106	17	uncertain	uncertain	JJ
cord-326314-9ycht8gi	106	18	[	[	-LRB-
cord-326314-9ycht8gi	106	19	3	3	CD
cord-326314-9ycht8gi	106	20	,	,	,
cord-326314-9ycht8gi	106	21	4	4	CD
cord-326314-9ycht8gi	106	22	]	]	-RRB-
cord-326314-9ycht8gi	106	23	.	.	.
cord-326314-9ycht8gi	107	1	Thus	thus	RB
cord-326314-9ycht8gi	107	2	we	-PRON-	PRP
cord-326314-9ycht8gi	107	3	took	take	VBD
cord-326314-9ycht8gi	107	4	these	these	DT
cord-326314-9ycht8gi	107	5	quantities	quantity	NNS
cord-326314-9ycht8gi	107	6	to	to	TO
cord-326314-9ycht8gi	107	7	be	be	VB
cord-326314-9ycht8gi	107	8	unknown	unknown	JJ
cord-326314-9ycht8gi	107	9	,	,	,
cord-326314-9ycht8gi	107	10	and	and	CC
cord-326314-9ycht8gi	107	11	-as	-as	CD
cord-326314-9ycht8gi	107	12	detection	detection	NN
cord-326314-9ycht8gi	107	13	methods	method	NNS
cord-326314-9ycht8gi	107	14	will	will	MD
cord-326314-9ycht8gi	107	15	evolve	evolve	VB
cord-326314-9ycht8gi	107	16	-time	-time	NN
cord-326314-9ycht8gi	107	17	-	-	HYPH
cord-326314-9ycht8gi	107	18	varying	varying	NN
cord-326314-9ycht8gi	107	19	.	.	.
cord-326314-9ycht8gi	108	1	We	-PRON-	PRP
cord-326314-9ycht8gi	108	2	also	also	RB
cord-326314-9ycht8gi	108	3	optimistically	optimistically	RB
cord-326314-9ycht8gi	108	4	assumed	assume	VBD
cord-326314-9ycht8gi	108	5	that	that	IN
cord-326314-9ycht8gi	108	6	the	the	DT
cord-326314-9ycht8gi	108	7	methods	method	NNS
cord-326314-9ycht8gi	108	8	will	will	MD
cord-326314-9ycht8gi	108	9	improve	improve	VB
cord-326314-9ycht8gi	108	10	,	,	,
cord-326314-9ycht8gi	108	11	and	and	CC
cord-326314-9ycht8gi	108	12	thus	thus	RB
cord-326314-9ycht8gi	108	13	we	-PRON-	PRP
cord-326314-9ycht8gi	108	14	described	describe	VBD
cord-326314-9ycht8gi	108	15	them	-PRON-	PRP
cord-326314-9ycht8gi	108	16	as	as	IN
cord-326314-9ycht8gi	108	17	increasing	increase	VBG
cord-326314-9ycht8gi	108	18	functions	function	NNS
cord-326314-9ycht8gi	108	19	of	of	IN
cord-326314-9ycht8gi	108	20	time	time	NN
cord-326314-9ycht8gi	108	21	.	.	.
cord-326314-9ycht8gi	109	1	We	-PRON-	PRP
cord-326314-9ycht8gi	109	2	used	use	VBD
cord-326314-9ycht8gi	109	3	smoothly	smoothly	RB
cord-326314-9ycht8gi	109	4	-	-	HYPH
cord-326314-9ycht8gi	109	5	varying	vary	VBG
cord-326314-9ycht8gi	109	6	forms	form	NNS
cord-326314-9ycht8gi	109	7	,	,	,
cord-326314-9ycht8gi	109	8	the	the	DT
cord-326314-9ycht8gi	109	9	first	first	JJ
cord-326314-9ycht8gi	109	10	linear	linear	NN
cord-326314-9ycht8gi	109	11	and	and	CC
cord-326314-9ycht8gi	109	12	the	the	DT
cord-326314-9ycht8gi	109	13	second	second	JJ
cord-326314-9ycht8gi	109	14	quadratic	quadratic	NN
cord-326314-9ycht8gi	109	15	,	,	,
cord-326314-9ycht8gi	109	16	to	to	TO
cord-326314-9ycht8gi	109	17	preclude	preclude	VB
cord-326314-9ycht8gi	109	18	symmetries	symmetry	NNS
cord-326314-9ycht8gi	109	19	in	in	IN
cord-326314-9ycht8gi	109	20	the	the	DT
cord-326314-9ycht8gi	109	21	model	model	NN
cord-326314-9ycht8gi	109	22	equations	equation	NNS
cord-326314-9ycht8gi	109	23	.	.	.
cord-326314-9ycht8gi	110	1	Meanwhile	meanwhile	RB
cord-326314-9ycht8gi	110	2	,	,	,
cord-326314-9ycht8gi	110	3	we	-PRON-	PRP
cord-326314-9ycht8gi	110	4	took	take	VBD
cord-326314-9ycht8gi	110	5	the	the	DT
cord-326314-9ycht8gi	110	6	detection	detection	NN
cord-326314-9ycht8gi	110	7	probability	probability	NN
cord-326314-9ycht8gi	110	8	for	for	IN
cord-326314-9ycht8gi	110	9	asymptomatic	asymptomatic	JJ
cord-326314-9ycht8gi	110	10	cases	case	NNS
cord-326314-9ycht8gi	110	11	(	(	-LRB-
cord-326314-9ycht8gi	110	12	d	d	XX
cord-326314-9ycht8gi	110	13	As	as	IN
cord-326314-9ycht8gi	110	14	)	)	-RRB-
cord-326314-9ycht8gi	110	15	to	to	TO
cord-326314-9ycht8gi	110	16	be	be	VB
cord-326314-9ycht8gi	110	17	known	know	VBN
cord-326314-9ycht8gi	110	18	and	and	CC
cord-326314-9ycht8gi	110	19	zero	zero	CD
cord-326314-9ycht8gi	110	20	,	,	,
cord-326314-9ycht8gi	110	21	a	a	DT
cord-326314-9ycht8gi	110	22	reasonable	reasonable	JJ
cord-326314-9ycht8gi	110	23	reflection	reflection	NN
cord-326314-9ycht8gi	110	24	of	of	IN
cord-326314-9ycht8gi	110	25	the	the	DT
cord-326314-9ycht8gi	110	26	state	state	NN
cord-326314-9ycht8gi	110	27	of	of	IN
cord-326314-9ycht8gi	110	28	testing	testing	NN
cord-326314-9ycht8gi	110	29	in	in	IN
cord-326314-9ycht8gi	110	30	that	that	DT
cord-326314-9ycht8gi	110	31	population	population	NN
cord-326314-9ycht8gi	110	32	during	during	IN
cord-326314-9ycht8gi	110	33	our	-PRON-	PRP$
cord-326314-9ycht8gi	110	34	study	study	NN
cord-326314-9ycht8gi	110	35	period	period	NN
cord-326314-9ycht8gi	110	36	.	.	.
cord-326314-9ycht8gi	111	1	Finally	finally	RB
cord-326314-9ycht8gi	111	2	,	,	,
cord-326314-9ycht8gi	111	3	we	-PRON-	PRP
cord-326314-9ycht8gi	111	4	assigned	assign	VBD
cord-326314-9ycht8gi	111	5	as	as	IN
cord-326314-9ycht8gi	111	6	unknowns	unknown	NNS
cord-326314-9ycht8gi	111	7	the	the	DT
cord-326314-9ycht8gi	111	8	fraction	fraction	NN
cord-326314-9ycht8gi	111	9	of	of	IN
cord-326314-9ycht8gi	111	10	cases	case	NNS
cord-326314-9ycht8gi	111	11	that	that	WDT
cord-326314-9ycht8gi	111	12	become	become	VBP
cord-326314-9ycht8gi	111	13	symptomatic	symptomatic	JJ
cord-326314-9ycht8gi	111	14	(	(	-LRB-
cord-326314-9ycht8gi	111	15	f	f	FW
cord-326314-9ycht8gi	111	16	sympt	sympt	NNP
cord-326314-9ycht8gi	111	17	)	)	-RRB-
cord-326314-9ycht8gi	111	18	and	and	CC
cord-326314-9ycht8gi	111	19	fraction	fraction	NN
cord-326314-9ycht8gi	111	20	of	of	IN
cord-326314-9ycht8gi	111	21	symptomatic	symptomatic	JJ
cord-326314-9ycht8gi	111	22	cases	case	NNS
cord-326314-9ycht8gi	111	23	that	that	WDT
cord-326314-9ycht8gi	111	24	become	become	VBP
cord-326314-9ycht8gi	111	25	sufficiently	sufficiently	RB
cord-326314-9ycht8gi	111	26	severe	severe	JJ
cord-326314-9ycht8gi	111	27	to	to	TO
cord-326314-9ycht8gi	111	28	require	require	VB
cord-326314-9ycht8gi	111	29	hospitalization	hospitalization	NN
cord-326314-9ycht8gi	111	30	(	(	-LRB-
cord-326314-9ycht8gi	111	31	f	f	NNP
cord-326314-9ycht8gi	111	32	severe	severe	JJ
cord-326314-9ycht8gi	111	33	)	)	-RRB-
cord-326314-9ycht8gi	111	34	,	,	,
cord-326314-9ycht8gi	111	35	as	as	IN
cord-326314-9ycht8gi	111	36	these	these	DT
cord-326314-9ycht8gi	111	37	fractions	fraction	NNS
cord-326314-9ycht8gi	111	38	possess	possess	VBP
cord-326314-9ycht8gi	111	39	high	high	JJ
cord-326314-9ycht8gi	111	40	uncertainties	uncertainty	NNS
cord-326314-9ycht8gi	112	1	(	(	-LRB-
cord-326314-9ycht8gi	112	2	Refs	ref	NNS
cord-326314-9ycht8gi	112	3	[	[	-LRB-
cord-326314-9ycht8gi	112	4	40	40	CD
cord-326314-9ycht8gi	112	5	]	]	-RRB-
cord-326314-9ycht8gi	112	6	and	and	CC
cord-326314-9ycht8gi	112	7	[	[	-LRB-
cord-326314-9ycht8gi	112	8	41	41	CD
cord-326314-9ycht8gi	112	9	]	]	-RRB-
cord-326314-9ycht8gi	112	10	,	,	,
cord-326314-9ycht8gi	112	11	respectively	respectively	RB
cord-326314-9ycht8gi	112	12	)	)	-RRB-
cord-326314-9ycht8gi	112	13	.	.	.
cord-326314-9ycht8gi	113	1	As	as	IN
cord-326314-9ycht8gi	113	2	they	-PRON-	PRP
cord-326314-9ycht8gi	113	3	reflect	reflect	VBP
cord-326314-9ycht8gi	113	4	an	an	DT
cord-326314-9ycht8gi	113	5	intrinsic	intrinsic	JJ
cord-326314-9ycht8gi	113	6	property	property	NN
cord-326314-9ycht8gi	113	7	of	of	IN
cord-326314-9ycht8gi	113	8	the	the	DT
cord-326314-9ycht8gi	113	9	disease	disease	NN
cord-326314-9ycht8gi	113	10	,	,	,
cord-326314-9ycht8gi	113	11	we	-PRON-	PRP
cord-326314-9ycht8gi	113	12	took	take	VBD
cord-326314-9ycht8gi	113	13	them	-PRON-	PRP
cord-326314-9ycht8gi	113	14	to	to	TO
cord-326314-9ycht8gi	113	15	be	be	VB
cord-326314-9ycht8gi	113	16	constants	constant	NNS
cord-326314-9ycht8gi	113	17	.	.	.
cord-326314-9ycht8gi	114	1	All	all	DT
cord-326314-9ycht8gi	114	2	other	other	JJ
cord-326314-9ycht8gi	114	3	model	model	NN
cord-326314-9ycht8gi	114	4	parameters	parameter	NNS
cord-326314-9ycht8gi	114	5	were	be	VBD
cord-326314-9ycht8gi	114	6	taken	take	VBN
cord-326314-9ycht8gi	114	7	to	to	TO
cord-326314-9ycht8gi	114	8	be	be	VB
cord-326314-9ycht8gi	114	9	known	know	VBN
cord-326314-9ycht8gi	114	10	and	and	CC
cord-326314-9ycht8gi	114	11	constant	constant	JJ
cord-326314-9ycht8gi	115	1	(	(	-LRB-
cord-326314-9ycht8gi	115	2	Appendix	Appendix	NNP
cord-326314-9ycht8gi	115	3	A	A	NNP
cord-326314-9ycht8gi	115	4	)	)	-RRB-
cord-326314-9ycht8gi	115	5	;	;	:
cord-326314-9ycht8gi	115	6	however	however	RB
cord-326314-9ycht8gi	115	7	,	,	,
cord-326314-9ycht8gi	115	8	the	the	DT
cord-326314-9ycht8gi	115	9	values	value	NNS
cord-326314-9ycht8gi	115	10	of	of	IN
cord-326314-9ycht8gi	115	11	many	many	JJ
cord-326314-9ycht8gi	115	12	other	other	JJ
cord-326314-9ycht8gi	115	13	model	model	NN
cord-326314-9ycht8gi	115	14	parameters	parameter	NNS
cord-326314-9ycht8gi	115	15	also	also	RB
cord-326314-9ycht8gi	115	16	possess	possess	VBP
cord-326314-9ycht8gi	115	17	significant	significant	JJ
cord-326314-9ycht8gi	115	18	uncertainties	uncertainty	NNS
cord-326314-9ycht8gi	115	19	given	give	VBN
cord-326314-9ycht8gi	115	20	the	the	DT
cord-326314-9ycht8gi	115	21	reported	report	VBN
cord-326314-9ycht8gi	115	22	data	datum	NNS
cord-326314-9ycht8gi	115	23	,	,	,
cord-326314-9ycht8gi	115	24	including	include	VBG
cord-326314-9ycht8gi	115	25	,	,	,
cord-326314-9ycht8gi	115	26	for	for	IN
cord-326314-9ycht8gi	115	27	example	example	NN
cord-326314-9ycht8gi	115	28	,	,	,
cord-326314-9ycht8gi	115	29	the	the	DT
cord-326314-9ycht8gi	115	30	fraction	fraction	NN
cord-326314-9ycht8gi	115	31	of	of	IN
cord-326314-9ycht8gi	115	32	those	those	DT
cord-326314-9ycht8gi	115	33	hospitalized	hospitalize	VBN
cord-326314-9ycht8gi	115	34	that	that	WDT
cord-326314-9ycht8gi	115	35	require	require	VBP
cord-326314-9ycht8gi	115	36	ICU	ICU	NNP
cord-326314-9ycht8gi	115	37	care	care	NN
cord-326314-9ycht8gi	115	38	.	.	.
cord-326314-9ycht8gi	116	1	Future	future	JJ
cord-326314-9ycht8gi	116	2	VA	VA	NNP
cord-326314-9ycht8gi	116	3	experiments	experiment	NNS
cord-326314-9ycht8gi	116	4	can	can	MD
cord-326314-9ycht8gi	116	5	treat	treat	VB
cord-326314-9ycht8gi	116	6	these	these	DT
cord-326314-9ycht8gi	116	7	quantities	quantity	NNS
cord-326314-9ycht8gi	116	8	as	as	IN
cord-326314-9ycht8gi	116	9	unknowns	unknown	NNS
cord-326314-9ycht8gi	116	10	as	as	RB
cord-326314-9ycht8gi	116	11	well	well	RB
cord-326314-9ycht8gi	116	12	.	.	.
cord-326314-9ycht8gi	117	1	The	the	DT
cord-326314-9ycht8gi	117	2	simulated	simulated	JJ
cord-326314-9ycht8gi	117	3	experiments	experiment	NNS
cord-326314-9ycht8gi	117	4	are	be	VBP
cord-326314-9ycht8gi	117	5	summarized	summarize	VBN
cord-326314-9ycht8gi	117	6	in	in	IN
cord-326314-9ycht8gi	117	7	the	the	DT
cord-326314-9ycht8gi	117	8	schematic	schematic	NN
cord-326314-9ycht8gi	117	9	of	of	IN
cord-326314-9ycht8gi	117	10	The	the	DT
cord-326314-9ycht8gi	117	11	base	base	NN
cord-326314-9ycht8gi	117	12	experiment	experiment	NN
cord-326314-9ycht8gi	117	13	(	(	-LRB-
cord-326314-9ycht8gi	117	14	i	i	PRP
cord-326314-9ycht8gi	117	15	in	in	IN
cord-326314-9ycht8gi	117	16	Figure	Figure	NNP
cord-326314-9ycht8gi	117	17	2	2	CD
cord-326314-9ycht8gi	117	18	)	)	-RRB-
cord-326314-9ycht8gi	117	19	possesses	possess	VBZ
cord-326314-9ycht8gi	117	20	the	the	DT
cord-326314-9ycht8gi	117	21	following	follow	VBG
cord-326314-9ycht8gi	117	22	features	feature	NNS
cord-326314-9ycht8gi	117	23	:	:	:
cord-326314-9ycht8gi	117	24	a	a	LS
cord-326314-9ycht8gi	117	25	)	)	-RRB-
cord-326314-9ycht8gi	117	26	five	five	CD
cord-326314-9ycht8gi	117	27	measured	measure	VBN
cord-326314-9ycht8gi	117	28	populations	population	NNS
cord-326314-9ycht8gi	117	29	:	:	:
cord-326314-9ycht8gi	117	30	detected	detect	VBN
cord-326314-9ycht8gi	117	31	asymptomatic	asymptomatic	JJ
cord-326314-9ycht8gi	118	1	As	as	IN
cord-326314-9ycht8gi	118	2	det	det	NNP
cord-326314-9ycht8gi	118	3	,	,	,
cord-326314-9ycht8gi	118	4	detected	detect	VBD
cord-326314-9ycht8gi	118	5	mild	mild	JJ
cord-326314-9ycht8gi	118	6	symptomatic	symptomatic	JJ
cord-326314-9ycht8gi	118	7	Sym	sym	NN
cord-326314-9ycht8gi	118	8	det	det	NN
cord-326314-9ycht8gi	118	9	,	,	,
cord-326314-9ycht8gi	118	10	detected	detect	VBD
cord-326314-9ycht8gi	118	11	severe	severe	JJ
cord-326314-9ycht8gi	118	12	symptomatic	symptomatic	JJ
cord-326314-9ycht8gi	118	13	Sys	Sys	NNP
cord-326314-9ycht8gi	118	14	det	det	NN
cord-326314-9ycht8gi	118	15	,	,	,
cord-326314-9ycht8gi	118	16	Recovered	recovered	JJ
cord-326314-9ycht8gi	118	17	R	R	NNP
cord-326314-9ycht8gi	118	18	,	,	,
cord-326314-9ycht8gi	118	19	and	and	CC
cord-326314-9ycht8gi	118	20	Dead	Dead	NNP
cord-326314-9ycht8gi	118	21	D	d	NN
cord-326314-9ycht8gi	118	22	;	;	:
cord-326314-9ycht8gi	118	23	b	b	LS
cord-326314-9ycht8gi	118	24	)	)	-RRB-
cord-326314-9ycht8gi	118	25	a	a	DT
cord-326314-9ycht8gi	118	26	temporal	temporal	JJ
cord-326314-9ycht8gi	118	27	baseline	baseline	NN
cord-326314-9ycht8gi	118	28	of	of	IN
cord-326314-9ycht8gi	118	29	101	101	CD
cord-326314-9ycht8gi	118	30	days	day	NNS
cord-326314-9ycht8gi	118	31	,	,	,
cord-326314-9ycht8gi	118	32	beginning	begin	VBG
cord-326314-9ycht8gi	118	33	on	on	IN
cord-326314-9ycht8gi	118	34	2020	2020	CD
cord-326314-9ycht8gi	118	35	February	February	NNP
cord-326314-9ycht8gi	118	36	26	26	CD
cord-326314-9ycht8gi	118	37	;	;	:
cord-326314-9ycht8gi	118	38	c	c	LS
cord-326314-9ycht8gi	118	39	)	)	-RRB-
cord-326314-9ycht8gi	118	40	no	no	DT
cord-326314-9ycht8gi	118	41	noise	noise	NN
cord-326314-9ycht8gi	118	42	in	in	IN
cord-326314-9ycht8gi	118	43	measurements	measurement	NNS
cord-326314-9ycht8gi	118	44	.	.	.
cord-326314-9ycht8gi	119	1	3	3	LS
cord-326314-9ycht8gi	120	1	The	the	DT
cord-326314-9ycht8gi	120	2	reproduction	reproduction	NN
cord-326314-9ycht8gi	120	3	number	number	NN
cord-326314-9ycht8gi	120	4	R	r	NN
cord-326314-9ycht8gi	120	5	0	0	CD
cord-326314-9ycht8gi	120	6	,	,	,
cord-326314-9ycht8gi	120	7	in	in	IN
cord-326314-9ycht8gi	120	8	the	the	DT
cord-326314-9ycht8gi	120	9	simplest	simple	JJS
cord-326314-9ycht8gi	120	10	SIR	SIR	NNP
cord-326314-9ycht8gi	120	11	form	form	NN
cord-326314-9ycht8gi	120	12	,	,	,
cord-326314-9ycht8gi	120	13	can	can	MD
cord-326314-9ycht8gi	120	14	be	be	VB
cord-326314-9ycht8gi	120	15	written	write	VBN
cord-326314-9ycht8gi	120	16	as	as	IN
cord-326314-9ycht8gi	120	17	the	the	DT
cord-326314-9ycht8gi	120	18	effective	effective	JJ
cord-326314-9ycht8gi	120	19	contact	contact	NN
cord-326314-9ycht8gi	120	20	rate	rate	NN
cord-326314-9ycht8gi	120	21	divided	divide	VBN
cord-326314-9ycht8gi	120	22	by	by	IN
cord-326314-9ycht8gi	120	23	the	the	DT
cord-326314-9ycht8gi	120	24	recovery	recovery	NN
cord-326314-9ycht8gi	120	25	rate	rate	NN
cord-326314-9ycht8gi	120	26	.	.	.
cord-326314-9ycht8gi	121	1	In	in	IN
cord-326314-9ycht8gi	121	2	practice	practice	NN
cord-326314-9ycht8gi	121	3	,	,	,
cord-326314-9ycht8gi	121	4	R	r	NN
cord-326314-9ycht8gi	121	5	0	0	CD
cord-326314-9ycht8gi	121	6	is	be	VBZ
cord-326314-9ycht8gi	121	7	a	a	DT
cord-326314-9ycht8gi	121	8	challenge	challenge	NN
cord-326314-9ycht8gi	121	9	to	to	TO
cord-326314-9ycht8gi	121	10	infer	infer	VB
cord-326314-9ycht8gi	121	11	[	[	-LRB-
cord-326314-9ycht8gi	121	12	22	22	CD
cord-326314-9ycht8gi	121	13	,	,	,
cord-326314-9ycht8gi	121	14	[	[	-LRB-
cord-326314-9ycht8gi	121	15	36	36	CD
cord-326314-9ycht8gi	121	16	]	]	-RRB-
cord-326314-9ycht8gi	121	17	[	[	-LRB-
cord-326314-9ycht8gi	121	18	37	37	CD
cord-326314-9ycht8gi	121	19	]	]	-RRB-
cord-326314-9ycht8gi	121	20	[	[	-LRB-
cord-326314-9ycht8gi	121	21	38	38	CD
cord-326314-9ycht8gi	121	22	]	]	-RRB-
cord-326314-9ycht8gi	121	23	.	.	.
cord-326314-9ycht8gi	122	1	7	7	LS
cord-326314-9ycht8gi	122	2	J	J	NNP
cord-326314-9ycht8gi	122	3	o	o	NN
cord-326314-9ycht8gi	122	4	u	u	NN
cord-326314-9ycht8gi	122	5	r	r	NN
cord-326314-9ycht8gi	122	6	n	n	NN
cord-326314-9ycht8gi	122	7	a	a	DT
cord-326314-9ycht8gi	122	8	l	l	NN
cord-326314-9ycht8gi	122	9	P	p	NN
cord-326314-9ycht8gi	122	10	r	r	NN
cord-326314-9ycht8gi	122	11	e	e	NN
cord-326314-9ycht8gi	122	12	-p	-p	NN
cord-326314-9ycht8gi	123	1	r	r	LS
cord-326314-9ycht8gi	124	1	o	o	UH
cord-326314-9ycht8gi	125	1	o	o	UH
cord-326314-9ycht8gi	125	2	f	f	NNP
cord-326314-9ycht8gi	126	1	The	the	DT
cord-326314-9ycht8gi	126	2	three	three	CD
cord-326314-9ycht8gi	126	3	variations	variation	NNS
cord-326314-9ycht8gi	126	4	on	on	IN
cord-326314-9ycht8gi	126	5	this	this	DT
cord-326314-9ycht8gi	126	6	basic	basic	JJ
cord-326314-9ycht8gi	126	7	experiment	experiment	NN
cord-326314-9ycht8gi	126	8	(	(	-LRB-
cord-326314-9ycht8gi	126	9	ii	ii	NNP
cord-326314-9ycht8gi	126	10	through	through	IN
cord-326314-9ycht8gi	126	11	iv	iv	CD
cord-326314-9ycht8gi	126	12	in	in	IN
cord-326314-9ycht8gi	126	13	Figure	figure	NN
cord-326314-9ycht8gi	126	14	2	2	CD
cord-326314-9ycht8gi	126	15	)	)	-RRB-
cord-326314-9ycht8gi	126	16	,	,	,
cord-326314-9ycht8gi	126	17	incorporate	incorporate	VB
cord-326314-9ycht8gi	126	18	the	the	DT
cord-326314-9ycht8gi	126	19	following	follow	VBG
cord-326314-9ycht8gi	126	20	independent	independent	JJ
cord-326314-9ycht8gi	126	21	changes	change	NNS
cord-326314-9ycht8gi	126	22	.	.	.
cord-326314-9ycht8gi	127	1	In	in	IN
cord-326314-9ycht8gi	127	2	Experiment	Experiment	NNP
cord-326314-9ycht8gi	127	3	ii	ii	NNP
cord-326314-9ycht8gi	127	4	,	,	,
cord-326314-9ycht8gi	127	5	the	the	DT
cord-326314-9ycht8gi	127	6	R	r	NN
cord-326314-9ycht8gi	127	7	population	population	NN
cord-326314-9ycht8gi	127	8	is	be	VBZ
cord-326314-9ycht8gi	127	9	not	not	RB
cord-326314-9ycht8gi	127	10	measured	measure	VBN
cord-326314-9ycht8gi	127	11	-an	-an	NNS
cord-326314-9ycht8gi	127	12	example	example	NN
cord-326314-9ycht8gi	127	13	designed	design	VBN
cord-326314-9ycht8gi	127	14	to	to	TO
cord-326314-9ycht8gi	127	15	reflect	reflect	VB
cord-326314-9ycht8gi	127	16	the	the	DT
cord-326314-9ycht8gi	127	17	current	current	JJ
cord-326314-9ycht8gi	127	18	situation	situation	NN
cord-326314-9ycht8gi	127	19	in	in	IN
cord-326314-9ycht8gi	127	20	some	some	DT
cord-326314-9ycht8gi	127	21	localities	locality	NNS
cord-326314-9ycht8gi	127	22	(	(	-LRB-
cord-326314-9ycht8gi	128	1	e.g.	e.g.	IN
cord-326314-9ycht8gi	128	2	Refs	Refs	NNPS
cord-326314-9ycht8gi	128	3	[	[	-LRB-
cord-326314-9ycht8gi	128	4	3	3	CD
cord-326314-9ycht8gi	128	5	,	,	,
cord-326314-9ycht8gi	128	6	4	4	CD
cord-326314-9ycht8gi	128	7	]	]	-RRB-
cord-326314-9ycht8gi	128	8	)	)	-RRB-
cord-326314-9ycht8gi	128	9	.	.	.
cord-326314-9ycht8gi	129	1	Experiment	experiment	NN
cord-326314-9ycht8gi	129	2	iii	iii	NNP
cord-326314-9ycht8gi	129	3	includes	include	VBZ
cord-326314-9ycht8gi	129	4	a	a	DT
cord-326314-9ycht8gi	129	5	∼	∼	NNP
cord-326314-9ycht8gi	129	6	five	five	CD
cord-326314-9ycht8gi	129	7	percent	percent	NN
cord-326314-9ycht8gi	129	8	noise	noise	NN
cord-326314-9ycht8gi	129	9	level	level	NN
cord-326314-9ycht8gi	129	10	(	(	-LRB-
cord-326314-9ycht8gi	129	11	for	for	IN
cord-326314-9ycht8gi	129	12	the	the	DT
cord-326314-9ycht8gi	129	13	form	form	NN
cord-326314-9ycht8gi	129	14	of	of	IN
cord-326314-9ycht8gi	129	15	additive	additive	NN
cord-326314-9ycht8gi	129	16	noise	noise	NN
cord-326314-9ycht8gi	129	17	,	,	,
cord-326314-9ycht8gi	129	18	see	see	VB
cord-326314-9ycht8gi	129	19	Appendix	Appendix	NNP
cord-326314-9ycht8gi	129	20	C	C	NNP
cord-326314-9ycht8gi	129	21	)	)	-RRB-
cord-326314-9ycht8gi	129	22	in	in	IN
cord-326314-9ycht8gi	129	23	the	the	DT
cord-326314-9ycht8gi	129	24	simulated	simulated	JJ
cord-326314-9ycht8gi	129	25	R	r	NN
cord-326314-9ycht8gi	129	26	data	data	NN
cord-326314-9ycht8gi	129	27	,	,	,
cord-326314-9ycht8gi	129	28	and	and	CC
cord-326314-9ycht8gi	129	29	Experiment	Experiment	NNP
cord-326314-9ycht8gi	129	30	iv	iv	CD
cord-326314-9ycht8gi	129	31	includes	include	VBZ
cord-326314-9ycht8gi	129	32	that	that	DT
cord-326314-9ycht8gi	129	33	noise	noise	NN
cord-326314-9ycht8gi	129	34	level	level	NN
cord-326314-9ycht8gi	129	35	in	in	IN
cord-326314-9ycht8gi	129	36	addition	addition	NN
cord-326314-9ycht8gi	129	37	to	to	IN
cord-326314-9ycht8gi	129	38	a	a	DT
cord-326314-9ycht8gi	129	39	doubled	double	VBN
cord-326314-9ycht8gi	129	40	temporal	temporal	JJ
cord-326314-9ycht8gi	129	41	baseline	baseline	NN
cord-326314-9ycht8gi	129	42	.	.	.
cord-326314-9ycht8gi	130	1	For	for	IN
cord-326314-9ycht8gi	130	2	each	each	DT
cord-326314-9ycht8gi	130	3	experiment	experiment	NN
cord-326314-9ycht8gi	130	4	,	,	,
cord-326314-9ycht8gi	130	5	twenty	twenty	CD
cord-326314-9ycht8gi	130	6	independent	independent	JJ
cord-326314-9ycht8gi	130	7	calculations	calculation	NNS
cord-326314-9ycht8gi	130	8	were	be	VBD
cord-326314-9ycht8gi	130	9	initiated	initiate	VBN
cord-326314-9ycht8gi	130	10	in	in	IN
cord-326314-9ycht8gi	130	11	parallel	parallel	JJ
cord-326314-9ycht8gi	130	12	searches	search	NNS
cord-326314-9ycht8gi	130	13	,	,	,
cord-326314-9ycht8gi	130	14	each	each	DT
cord-326314-9ycht8gi	130	15	with	with	IN
cord-326314-9ycht8gi	130	16	a	a	DT
cord-326314-9ycht8gi	130	17	randomly	randomly	RB
cord-326314-9ycht8gi	130	18	-	-	HYPH
cord-326314-9ycht8gi	130	19	generated	generate	VBN
cord-326314-9ycht8gi	130	20	set	set	NN
cord-326314-9ycht8gi	130	21	of	of	IN
cord-326314-9ycht8gi	130	22	initial	initial	JJ
cord-326314-9ycht8gi	130	23	conditions	condition	NNS
cord-326314-9ycht8gi	130	24	on	on	IN
cord-326314-9ycht8gi	130	25	state	state	NN
cord-326314-9ycht8gi	130	26	variable	variable	NN
cord-326314-9ycht8gi	130	27	and	and	CC
cord-326314-9ycht8gi	130	28	parameter	parameter	NN
cord-326314-9ycht8gi	130	29	values	value	NNS
cord-326314-9ycht8gi	130	30	.	.	.
cord-326314-9ycht8gi	131	1	For	for	IN
cord-326314-9ycht8gi	131	2	technical	technical	JJ
cord-326314-9ycht8gi	131	3	details	detail	NNS
cord-326314-9ycht8gi	131	4	of	of	IN
cord-326314-9ycht8gi	131	5	all	all	DT
cord-326314-9ycht8gi	131	6	experimental	experimental	JJ
cord-326314-9ycht8gi	131	7	designs	design	NNS
cord-326314-9ycht8gi	131	8	and	and	CC
cord-326314-9ycht8gi	131	9	implementation	implementation	NN
cord-326314-9ycht8gi	131	10	,	,	,
cord-326314-9ycht8gi	131	11	see	see	VB
cord-326314-9ycht8gi	131	12	Appendix	Appendix	NNP
cord-326314-9ycht8gi	131	13	C.	C.	NNP
cord-326314-9ycht8gi	132	1	The	the	DT
cord-326314-9ycht8gi	132	2	salient	salient	JJ
cord-326314-9ycht8gi	132	3	results	result	NNS
cord-326314-9ycht8gi	132	4	for	for	IN
cord-326314-9ycht8gi	132	5	the	the	DT
cord-326314-9ycht8gi	132	6	simulated	simulated	JJ
cord-326314-9ycht8gi	132	7	experiments	experiment	NNS
cord-326314-9ycht8gi	132	8	i	i	PRP
cord-326314-9ycht8gi	132	9	through	through	IN
cord-326314-9ycht8gi	132	10	iv	iv	CD
cord-326314-9ycht8gi	132	11	are	be	VBP
cord-326314-9ycht8gi	132	12	as	as	IN
cord-326314-9ycht8gi	132	13	follows	follow	VBZ
cord-326314-9ycht8gi	132	14	:	:	:
cord-326314-9ycht8gi	133	1	i	i	PRP
cord-326314-9ycht8gi	133	2	Table	Table	NNP
cord-326314-9ycht8gi	133	3	2	2	CD
cord-326314-9ycht8gi	133	4	.	.	.
cord-326314-9ycht8gi	134	1	The	the	DT
cord-326314-9ycht8gi	134	2	base	base	NN
cord-326314-9ycht8gi	134	3	experiment	experiment	NN
cord-326314-9ycht8gi	134	4	that	that	WDT
cord-326314-9ycht8gi	134	5	employed	employ	VBD
cord-326314-9ycht8gi	134	6	five	five	CD
cord-326314-9ycht8gi	134	7	noiseless	noiseless	JJ
cord-326314-9ycht8gi	134	8	measured	measure	VBN
cord-326314-9ycht8gi	134	9	populations	population	NNS
cord-326314-9ycht8gi	134	10	over	over	IN
cord-326314-9ycht8gi	134	11	101	101	CD
cord-326314-9ycht8gi	134	12	days	day	NNS
cord-326314-9ycht8gi	134	13	yielded	yield	VBD
cord-326314-9ycht8gi	134	14	an	an	DT
cord-326314-9ycht8gi	134	15	excellent	excellent	JJ
cord-326314-9ycht8gi	134	16	solution	solution	NN
cord-326314-9ycht8gi	134	17	in	in	IN
cord-326314-9ycht8gi	134	18	terms	term	NNS
cord-326314-9ycht8gi	134	19	of	of	IN
cord-326314-9ycht8gi	134	20	model	model	NN
cord-326314-9ycht8gi	134	21	evolution	evolution	NN
cord-326314-9ycht8gi	134	22	and	and	CC
cord-326314-9ycht8gi	134	23	parameter	parameter	NN
cord-326314-9ycht8gi	134	24	estimates	estimate	NNS
cord-326314-9ycht8gi	134	25	.	.	.
cord-326314-9ycht8gi	135	1	Prior	prior	RB
cord-326314-9ycht8gi	135	2	to	to	IN
cord-326314-9ycht8gi	135	3	examining	examine	VBG
cord-326314-9ycht8gi	135	4	the	the	DT
cord-326314-9ycht8gi	135	5	solution	solution	NN
cord-326314-9ycht8gi	135	6	,	,	,
cord-326314-9ycht8gi	135	7	we	-PRON-	PRP
cord-326314-9ycht8gi	135	8	shall	shall	MD
cord-326314-9ycht8gi	135	9	first	first	RB
cord-326314-9ycht8gi	135	10	show	show	VB
cord-326314-9ycht8gi	135	11	the	the	DT
cord-326314-9ycht8gi	135	12	cost	cost	NN
cord-326314-9ycht8gi	135	13	function	function	NN
cord-326314-9ycht8gi	135	14	versus	versus	IN
cord-326314-9ycht8gi	135	15	the	the	DT
cord-326314-9ycht8gi	135	16	annealing	annealing	NN
cord-326314-9ycht8gi	135	17	parameter	parameter	NN
cord-326314-9ycht8gi	135	18	β	β	NN
cord-326314-9ycht8gi	135	19	,	,	,
cord-326314-9ycht8gi	135	20	as	as	IN
cord-326314-9ycht8gi	135	21	this	this	DT
cord-326314-9ycht8gi	135	22	distribution	distribution	NN
cord-326314-9ycht8gi	135	23	can	can	MD
cord-326314-9ycht8gi	135	24	serve	serve	VB
cord-326314-9ycht8gi	135	25	as	as	IN
cord-326314-9ycht8gi	135	26	a	a	DT
cord-326314-9ycht8gi	135	27	tool	tool	NN
cord-326314-9ycht8gi	135	28	for	for	IN
cord-326314-9ycht8gi	135	29	assessing	assess	VBG
cord-326314-9ycht8gi	135	30	the	the	DT
cord-326314-9ycht8gi	135	31	significance	significance	NN
cord-326314-9ycht8gi	135	32	of	of	IN
cord-326314-9ycht8gi	135	33	a	a	DT
cord-326314-9ycht8gi	135	34	solution	solution	NN
cord-326314-9ycht8gi	135	35	.	.	.
cord-326314-9ycht8gi	136	1	Figure	figure	NN
cord-326314-9ycht8gi	136	2	3	3	CD
cord-326314-9ycht8gi	136	3	shows	show	VBZ
cord-326314-9ycht8gi	136	4	the	the	DT
cord-326314-9ycht8gi	136	5	evolution	evolution	NN
cord-326314-9ycht8gi	136	6	of	of	IN
cord-326314-9ycht8gi	136	7	the	the	DT
cord-326314-9ycht8gi	136	8	cost	cost	NN
cord-326314-9ycht8gi	136	9	throughout	throughout	IN
cord-326314-9ycht8gi	136	10	annealing	anneal	VBG
cord-326314-9ycht8gi	136	11	,	,	,
cord-326314-9ycht8gi	136	12	for	for	IN
cord-326314-9ycht8gi	136	13	the	the	DT
cord-326314-9ycht8gi	136	14	ten	ten	CD
cord-326314-9ycht8gi	136	15	distinct	distinct	JJ
cord-326314-9ycht8gi	136	16	independent	independent	JJ
cord-326314-9ycht8gi	136	17	paths	path	NNS
cord-326314-9ycht8gi	136	18	that	that	WDT
cord-326314-9ycht8gi	136	19	were	be	VBD
cord-326314-9ycht8gi	136	20	initiated	initiate	VBN
cord-326314-9ycht8gi	136	21	;	;	:
cord-326314-9ycht8gi	136	22	the	the	DT
cord-326314-9ycht8gi	136	23	x	x	NN
cord-326314-9ycht8gi	136	24	-	-	HYPH
cord-326314-9ycht8gi	136	25	axis	axis	NN
cord-326314-9ycht8gi	136	26	shows	show	VBZ
cord-326314-9ycht8gi	136	27	the	the	DT
cord-326314-9ycht8gi	136	28	value	value	NN
cord-326314-9ycht8gi	136	29	of	of	IN
cord-326314-9ycht8gi	136	30	Annealing	Annealing	NNP
cord-326314-9ycht8gi	136	31	Parameter	Parameter	NNP
cord-326314-9ycht8gi	136	32	β	β	NN
cord-326314-9ycht8gi	136	33	,	,	,
cord-326314-9ycht8gi	136	34	or	or	CC
cord-326314-9ycht8gi	136	35	:	:	:
cord-326314-9ycht8gi	136	36	the	the	DT
cord-326314-9ycht8gi	136	37	increasing	increase	VBG
cord-326314-9ycht8gi	136	38	rigidity	rigidity	NN
cord-326314-9ycht8gi	136	39	of	of	IN
cord-326314-9ycht8gi	136	40	the	the	DT
cord-326314-9ycht8gi	136	41	model	model	NN
cord-326314-9ycht8gi	136	42	constraint	constraint	NN
cord-326314-9ycht8gi	136	43	.	.	.
cord-326314-9ycht8gi	137	1	At	at	IN
cord-326314-9ycht8gi	137	2	the	the	DT
cord-326314-9ycht8gi	137	3	start	start	NN
cord-326314-9ycht8gi	137	4	of	of	IN
cord-326314-9ycht8gi	137	5	iterations	iteration	NNS
cord-326314-9ycht8gi	137	6	,	,	,
cord-326314-9ycht8gi	137	7	the	the	DT
cord-326314-9ycht8gi	137	8	cost	cost	NN
cord-326314-9ycht8gi	137	9	function	function	NN
cord-326314-9ycht8gi	137	10	is	be	VBZ
cord-326314-9ycht8gi	137	11	mainly	mainly	RB
cord-326314-9ycht8gi	137	12	fitting	fit	VBG
cord-326314-9ycht8gi	137	13	the	the	DT
cord-326314-9ycht8gi	137	14	measurements	measurement	NNS
cord-326314-9ycht8gi	137	15	to	to	IN
cord-326314-9ycht8gi	137	16	data	datum	NNS
cord-326314-9ycht8gi	137	17	,	,	,
cord-326314-9ycht8gi	137	18	and	and	CC
cord-326314-9ycht8gi	137	19	its	-PRON-	PRP$
cord-326314-9ycht8gi	137	20	value	value	NN
cord-326314-9ycht8gi	137	21	begins	begin	VBZ
cord-326314-9ycht8gi	137	22	to	to	TO
cord-326314-9ycht8gi	137	23	climb	climb	VB
cord-326314-9ycht8gi	137	24	as	as	IN
cord-326314-9ycht8gi	137	25	the	the	DT
cord-326314-9ycht8gi	137	26	model	model	NN
cord-326314-9ycht8gi	137	27	penalty	penalty	NN
cord-326314-9ycht8gi	137	28	is	be	VBZ
cord-326314-9ycht8gi	137	29	gradually	gradually	RB
cord-326314-9ycht8gi	137	30	imposed	impose	VBN
cord-326314-9ycht8gi	137	31	.	.	.
cord-326314-9ycht8gi	138	1	If	if	IN
cord-326314-9ycht8gi	138	2	the	the	DT
cord-326314-9ycht8gi	138	3	procedure	procedure	NN
cord-326314-9ycht8gi	138	4	finds	find	VBZ
cord-326314-9ycht8gi	138	5	a	a	DT
cord-326314-9ycht8gi	138	6	solution	solution	NN
cord-326314-9ycht8gi	138	7	8	8	CD
cord-326314-9ycht8gi	138	8	J	j	NN
cord-326314-9ycht8gi	138	9	o	o	NN
cord-326314-9ycht8gi	138	10	u	u	NN
cord-326314-9ycht8gi	138	11	r	r	NN
cord-326314-9ycht8gi	138	12	n	n	NN
cord-326314-9ycht8gi	138	13	a	a	DT
cord-326314-9ycht8gi	138	14	l	l	NN
cord-326314-9ycht8gi	138	15	P	p	NN
cord-326314-9ycht8gi	138	16	r	r	NN
cord-326314-9ycht8gi	138	17	e	e	NN
cord-326314-9ycht8gi	138	18	-p	-p	NN
cord-326314-9ycht8gi	139	1	r	r	LS
cord-326314-9ycht8gi	140	1	o	o	UH
cord-326314-9ycht8gi	141	1	o	o	UH
cord-326314-9ycht8gi	141	2	f	f	NN
cord-326314-9ycht8gi	141	3	that	that	WDT
cord-326314-9ycht8gi	141	4	is	be	VBZ
cord-326314-9ycht8gi	141	5	consistent	consistent	JJ
cord-326314-9ycht8gi	141	6	not	not	RB
cord-326314-9ycht8gi	141	7	only	only	RB
cord-326314-9ycht8gi	141	8	with	with	IN
cord-326314-9ycht8gi	141	9	the	the	DT
cord-326314-9ycht8gi	141	10	measurements	measurement	NNS
cord-326314-9ycht8gi	141	11	,	,	,
cord-326314-9ycht8gi	141	12	but	but	CC
cord-326314-9ycht8gi	141	13	also	also	RB
cord-326314-9ycht8gi	141	14	with	with	IN
cord-326314-9ycht8gi	141	15	the	the	DT
cord-326314-9ycht8gi	141	16	model	model	NN
cord-326314-9ycht8gi	141	17	,	,	,
cord-326314-9ycht8gi	141	18	then	then	RB
cord-326314-9ycht8gi	141	19	the	the	DT
cord-326314-9ycht8gi	141	20	cost	cost	NN
cord-326314-9ycht8gi	141	21	will	will	MD
cord-326314-9ycht8gi	141	22	plateau	plateau	NN
cord-326314-9ycht8gi	141	23	.	.	.
cord-326314-9ycht8gi	142	1	In	in	IN
cord-326314-9ycht8gi	142	2	prior	prior	RB
cord-326314-9ycht8gi	142	3	to	to	IN
cord-326314-9ycht8gi	142	4	its	-PRON-	PRP$
cord-326314-9ycht8gi	142	5	steep	steep	JJ
cord-326314-9ycht8gi	142	6	decline	decline	NN
cord-326314-9ycht8gi	142	7	.	.	.
cord-326314-9ycht8gi	143	1	We	-PRON-	PRP
cord-326314-9ycht8gi	143	2	noted	note	VBD
cord-326314-9ycht8gi	143	3	no	no	DT
cord-326314-9ycht8gi	143	4	improvement	improvement	NN
cord-326314-9ycht8gi	143	5	in	in	IN
cord-326314-9ycht8gi	143	6	this	this	DT
cord-326314-9ycht8gi	143	7	estimate	estimate	NN
cord-326314-9ycht8gi	143	8	for	for	IN
cord-326314-9ycht8gi	143	9	K	K	NNP
cord-326314-9ycht8gi	143	10	i	i	NNP
cord-326314-9ycht8gi	143	11	(	(	-LRB-
cord-326314-9ycht8gi	143	12	t	t	NN
cord-326314-9ycht8gi	143	13	)	)	-RRB-
cord-326314-9ycht8gi	143	14	,	,	,
cord-326314-9ycht8gi	143	15	following	follow	VBG
cord-326314-9ycht8gi	143	16	a	a	DT
cord-326314-9ycht8gi	143	17	tenfold	tenfold	JJ
cord-326314-9ycht8gi	143	18	increase	increase	NN
cord-326314-9ycht8gi	143	19	in	in	IN
cord-326314-9ycht8gi	143	20	the	the	DT
cord-326314-9ycht8gi	143	21	temporal	temporal	JJ
cord-326314-9ycht8gi	143	22	resolution	resolution	NN
cord-326314-9ycht8gi	143	23	of	of	IN
cord-326314-9ycht8gi	143	24	measurements	measurement	NNS
cord-326314-9ycht8gi	143	25	(	(	-LRB-
cord-326314-9ycht8gi	143	26	not	not	RB
cord-326314-9ycht8gi	143	27	shown	show	VBN
cord-326314-9ycht8gi	143	28	)	)	-RRB-
cord-326314-9ycht8gi	143	29	.	.	.
cord-326314-9ycht8gi	144	1	The	the	DT
cord-326314-9ycht8gi	144	2	procedure	procedure	NN
cord-326314-9ycht8gi	144	3	does	do	VBZ
cord-326314-9ycht8gi	144	4	appear	appear	VB
cord-326314-9ycht8gi	144	5	to	to	TO
cord-326314-9ycht8gi	144	6	recognize	recognize	VB
cord-326314-9ycht8gi	144	7	that	that	IN
cord-326314-9ycht8gi	144	8	a	a	DT
cord-326314-9ycht8gi	144	9	fast	fast	JJ
cord-326314-9ycht8gi	144	10	transition	transition	NN
cord-326314-9ycht8gi	144	11	in	in	IN
cord-326314-9ycht8gi	144	12	the	the	DT
cord-326314-9ycht8gi	144	13	value	value	NN
cord-326314-9ycht8gi	144	14	of	of	IN
cord-326314-9ycht8gi	144	15	K	K	NNP
cord-326314-9ycht8gi	145	1	i	i	PRP
cord-326314-9ycht8gi	145	2	occurred	occur	VBD
cord-326314-9ycht8gi	145	3	at	at	IN
cord-326314-9ycht8gi	145	4	early	early	JJ
cord-326314-9ycht8gi	145	5	times	time	NNS
cord-326314-9ycht8gi	145	6	,	,	,
cord-326314-9ycht8gi	145	7	and	and	CC
cord-326314-9ycht8gi	145	8	that	that	IN
cord-326314-9ycht8gi	145	9	that	that	DT
cord-326314-9ycht8gi	145	10	value	value	NN
cord-326314-9ycht8gi	145	11	was	be	VBD
cord-326314-9ycht8gi	145	12	previously	previously	RB
cord-326314-9ycht8gi	145	13	higher	high	JJR
cord-326314-9ycht8gi	145	14	.	.	.
cord-326314-9ycht8gi	146	1	It	-PRON-	PRP
cord-326314-9ycht8gi	146	2	will	will	MD
cord-326314-9ycht8gi	146	3	be	be	VB
cord-326314-9ycht8gi	146	4	important	important	JJ
cord-326314-9ycht8gi	146	5	to	to	TO
cord-326314-9ycht8gi	146	6	investigate	investigate	VB
cord-326314-9ycht8gi	146	7	the	the	DT
cord-326314-9ycht8gi	146	8	reason	reason	NN
cord-326314-9ycht8gi	146	9	for	for	IN
cord-326314-9ycht8gi	146	10	this	this	DT
cord-326314-9ycht8gi	146	11	failure	failure	NN
cord-326314-9ycht8gi	146	12	in	in	IN
cord-326314-9ycht8gi	146	13	the	the	DT
cord-326314-9ycht8gi	146	14	estimation	estimation	NN
cord-326314-9ycht8gi	146	15	of	of	IN
cord-326314-9ycht8gi	146	16	K	K	NNP
cord-326314-9ycht8gi	146	17	i	i	PRP
cord-326314-9ycht8gi	146	18	at	at	IN
cord-326314-9ycht8gi	146	19	early	early	JJ
cord-326314-9ycht8gi	146	20	times	time	NNS
cord-326314-9ycht8gi	146	21	,	,	,
cord-326314-9ycht8gi	146	22	to	to	TO
cord-326314-9ycht8gi	146	23	rule	rule	VB
cord-326314-9ycht8gi	146	24	out	out	RP
cord-326314-9ycht8gi	146	25	numerical	numerical	JJ
cord-326314-9ycht8gi	146	26	issues	issue	NNS
cord-326314-9ycht8gi	146	27	involved	involve	VBN
cord-326314-9ycht8gi	146	28	with	with	IN
cord-326314-9ycht8gi	146	29	the	the	DT
cord-326314-9ycht8gi	146	30	quickly	quickly	RB
cord-326314-9ycht8gi	146	31	-	-	HYPH
cord-326314-9ycht8gi	146	32	changing	change	VBG
cord-326314-9ycht8gi	146	33	derivative	derivative	JJ
cord-326314-9ycht8gi	146	34	4	4	CD
cord-326314-9ycht8gi	146	35	.	.	.
cord-326314-9ycht8gi	147	1	Figure	figure	NN
cord-326314-9ycht8gi	147	2	5	5	CD
cord-326314-9ycht8gi	147	3	shows	show	VBZ
cord-326314-9ycht8gi	147	4	the	the	DT
cord-326314-9ycht8gi	147	5	cost	cost	NN
cord-326314-9ycht8gi	147	6	as	as	IN
cord-326314-9ycht8gi	147	7	a	a	DT
cord-326314-9ycht8gi	147	8	function	function	NN
cord-326314-9ycht8gi	147	9	of	of	IN
cord-326314-9ycht8gi	147	10	annealing	anneal	VBG
cord-326314-9ycht8gi	147	11	for	for	IN
cord-326314-9ycht8gi	147	12	the	the	DT
cord-326314-9ycht8gi	147	13	case	case	NN
cord-326314-9ycht8gi	147	14	with	with	IN
cord-326314-9ycht8gi	147	15	no	no	DT
cord-326314-9ycht8gi	147	16	measurement	measurement	NN
cord-326314-9ycht8gi	147	17	of	of	IN
cord-326314-9ycht8gi	147	18	Recovered	Recovered	NNP
cord-326314-9ycht8gi	147	19	Population	Population	NNP
cord-326314-9ycht8gi	147	20	R.	R.	NNP
cord-326314-9ycht8gi	147	21	Without	without	IN
cord-326314-9ycht8gi	147	22	examining	examine	VBG
cord-326314-9ycht8gi	147	23	the	the	DT
cord-326314-9ycht8gi	147	24	estimates	estimate	NNS
cord-326314-9ycht8gi	147	25	,	,	,
cord-326314-9ycht8gi	147	26	we	-PRON-	PRP
cord-326314-9ycht8gi	147	27	know	know	VBP
cord-326314-9ycht8gi	147	28	from	from	IN
cord-326314-9ycht8gi	147	29	the	the	DT
cord-326314-9ycht8gi	147	30	Cost(β	Cost(β	NNP
cord-326314-9ycht8gi	147	31	)	)	-RRB-
cord-326314-9ycht8gi	147	32	plot	plot	NN
cord-326314-9ycht8gi	147	33	that	that	WDT
cord-326314-9ycht8gi	147	34	no	no	DT
cord-326314-9ycht8gi	147	35	solution	solution	NN
cord-326314-9ycht8gi	147	36	has	have	VBZ
cord-326314-9ycht8gi	147	37	been	be	VBN
cord-326314-9ycht8gi	147	38	found	find	VBN
cord-326314-9ycht8gi	147	39	that	that	WDT
cord-326314-9ycht8gi	147	40	is	be	VBZ
cord-326314-9ycht8gi	147	41	consistent	consistent	JJ
cord-326314-9ycht8gi	147	42	with	with	IN
cord-326314-9ycht8gi	147	43	both	both	DT
cord-326314-9ycht8gi	147	44	measurements	measurement	NNS
cord-326314-9ycht8gi	147	45	and	and	CC
cord-326314-9ycht8gi	147	46	model	model	NN
cord-326314-9ycht8gi	148	1	:	:	:
cord-326314-9ycht8gi	148	2	no	no	DT
cord-326314-9ycht8gi	148	3	plateau	plateau	NN
cord-326314-9ycht8gi	148	4	is	be	VBZ
cord-326314-9ycht8gi	148	5	reached	reach	VBN
cord-326314-9ycht8gi	148	6	.	.	.
cord-326314-9ycht8gi	149	1	Rather	rather	RB
cord-326314-9ycht8gi	149	2	,	,	,
cord-326314-9ycht8gi	149	3	as	as	IN
cord-326314-9ycht8gi	149	4	the	the	DT
cord-326314-9ycht8gi	149	5	model	model	NN
cord-326314-9ycht8gi	149	6	constraint	constraint	NN
cord-326314-9ycht8gi	149	7	strengthens	strengthen	VBZ
cord-326314-9ycht8gi	149	8	,	,	,
cord-326314-9ycht8gi	149	9	the	the	DT
cord-326314-9ycht8gi	149	10	cost	cost	NN
cord-326314-9ycht8gi	149	11	increases	increase	VBZ
cord-326314-9ycht8gi	149	12	exponentially	exponentially	RB
cord-326314-9ycht8gi	149	13	.	.	.
cord-326314-9ycht8gi	150	1	Indeed	indeed	RB
cord-326314-9ycht8gi	150	2	,	,	,
cord-326314-9ycht8gi	150	3	Figure	figure	NN
cord-326314-9ycht8gi	150	4	6	6	CD
cord-326314-9ycht8gi	150	5	shows	show	VBZ
cord-326314-9ycht8gi	150	6	the	the	DT
cord-326314-9ycht8gi	150	7	estimation	estimation	NN
cord-326314-9ycht8gi	150	8	,	,	,
cord-326314-9ycht8gi	150	9	taken	take	VBN
cord-326314-9ycht8gi	150	10	at	at	IN
cord-326314-9ycht8gi	150	11	β	β	NN
cord-326314-9ycht8gi	150	12	=	=	SYM
cord-326314-9ycht8gi	150	13	2	2	CD
cord-326314-9ycht8gi	150	14	,	,	,
cord-326314-9ycht8gi	150	15	prior	prior	RB
cord-326314-9ycht8gi	150	16	to	to	IN
cord-326314-9ycht8gi	150	17	the	the	DT
cord-326314-9ycht8gi	150	18	runaway	runaway	JJ
cord-326314-9ycht8gi	150	19	behavior	behavior	NN
cord-326314-9ycht8gi	150	20	.	.	.
cord-326314-9ycht8gi	151	1	Note	note	VB
cord-326314-9ycht8gi	151	2	the	the	DT
cord-326314-9ycht8gi	151	3	excellent	excellent	JJ
cord-326314-9ycht8gi	151	4	fit	fit	NN
cord-326314-9ycht8gi	151	5	to	to	IN
cord-326314-9ycht8gi	151	6	the	the	DT
cord-326314-9ycht8gi	151	7	measured	measure	VBN
cord-326314-9ycht8gi	151	8	states	state	NNS
cord-326314-9ycht8gi	151	9	and	and	CC
cord-326314-9ycht8gi	151	10	simultaneous	simultaneous	JJ
cord-326314-9ycht8gi	151	11	poor	poor	JJ
cord-326314-9ycht8gi	151	12	fit	fit	NN
cord-326314-9ycht8gi	151	13	to	to	IN
cord-326314-9ycht8gi	151	14	the	the	DT
cord-326314-9ycht8gi	151	15	unmeasured	unmeasured	JJ
cord-326314-9ycht8gi	151	16	states	state	NNS
cord-326314-9ycht8gi	151	17	.	.	.
cord-326314-9ycht8gi	152	1	As	as	IN
cord-326314-9ycht8gi	152	2	no	no	DT
cord-326314-9ycht8gi	152	3	stable	stable	JJ
cord-326314-9ycht8gi	152	4	solution	solution	NN
cord-326314-9ycht8gi	152	5	is	be	VBZ
cord-326314-9ycht8gi	152	6	found	find	VBN
cord-326314-9ycht8gi	152	7	at	at	IN
cord-326314-9ycht8gi	152	8	high	high	JJ
cord-326314-9ycht8gi	152	9	β	β	NN
cord-326314-9ycht8gi	152	10	,	,	,
cord-326314-9ycht8gi	152	11	we	-PRON-	PRP
cord-326314-9ycht8gi	152	12	conclude	conclude	VBP
cord-326314-9ycht8gi	152	13	that	that	IN
cord-326314-9ycht8gi	152	14	there	there	EX
cord-326314-9ycht8gi	152	15	exists	exist	VBZ
cord-326314-9ycht8gi	152	16	insufficient	insufficient	JJ
cord-326314-9ycht8gi	152	17	information	information	NN
cord-326314-9ycht8gi	152	18	in	in	IN
cord-326314-9ycht8gi	153	1	As	as	IN
cord-326314-9ycht8gi	153	2	det	det	NNP
cord-326314-9ycht8gi	153	3	,	,	,
cord-326314-9ycht8gi	153	4	Sym	Sym	NNP
cord-326314-9ycht8gi	153	5	det	det	NNP
cord-326314-9ycht8gi	153	6	,	,	,
cord-326314-9ycht8gi	153	7	Sys	Sys	NNP
cord-326314-9ycht8gi	153	8	det	det	NNP
cord-326314-9ycht8gi	153	9	,	,	,
cord-326314-9ycht8gi	153	10	and	and	CC
cord-326314-9ycht8gi	153	11	D	d	NN
cord-326314-9ycht8gi	153	12	alone	alone	RB
cord-326314-9ycht8gi	153	13	to	to	TO
cord-326314-9ycht8gi	153	14	corral	corral	VB
cord-326314-9ycht8gi	153	15	the	the	DT
cord-326314-9ycht8gi	153	16	procedure	procedure	NN
cord-326314-9ycht8gi	153	17	into	into	IN
cord-326314-9ycht8gi	153	18	a	a	DT
cord-326314-9ycht8gi	153	19	region	region	NN
cord-326314-9ycht8gi	153	20	of	of	IN
cord-326314-9ycht8gi	153	21	state	state	NN
cord-326314-9ycht8gi	153	22	-	-	HYPH
cord-326314-9ycht8gi	153	23	and	and	CC
cord-326314-9ycht8gi	153	24	-	-	HYPH
cord-326314-9ycht8gi	153	25	parameter	parameter	NN
cord-326314-9ycht8gi	153	26	space	space	NN
cord-326314-9ycht8gi	153	27	in	in	IN
cord-326314-9ycht8gi	153	28	which	which	WDT
cord-326314-9ycht8gi	153	29	a	a	DT
cord-326314-9ycht8gi	153	30	model	model	NN
cord-326314-9ycht8gi	153	31	solution	solution	NN
cord-326314-9ycht8gi	153	32	is	be	VBZ
cord-326314-9ycht8gi	153	33	possible	possible	JJ
cord-326314-9ycht8gi	153	34	.	.	.
cord-326314-9ycht8gi	154	1	We	-PRON-	PRP
cord-326314-9ycht8gi	154	2	repeated	repeat	VBD
cord-326314-9ycht8gi	154	3	this	this	DT
cord-326314-9ycht8gi	154	4	experiment	experiment	NN
cord-326314-9ycht8gi	154	5	with	with	IN
cord-326314-9ycht8gi	154	6	a	a	DT
cord-326314-9ycht8gi	154	7	doubled	double	VBN
cord-326314-9ycht8gi	154	8	baseline	baseline	NN
cord-326314-9ycht8gi	154	9	of	of	IN
cord-326314-9ycht8gi	154	10	201	201	CD
cord-326314-9ycht8gi	154	11	days	day	NNS
cord-326314-9ycht8gi	154	12	,	,	,
cord-326314-9ycht8gi	154	13	and	and	CC
cord-326314-9ycht8gi	154	14	noted	note	VBD
cord-326314-9ycht8gi	154	15	no	no	DT
cord-326314-9ycht8gi	154	16	improvement	improvement	NN
cord-326314-9ycht8gi	154	17	(	(	-LRB-
cord-326314-9ycht8gi	154	18	not	not	RB
cord-326314-9ycht8gi	154	19	shown	show	VBN
cord-326314-9ycht8gi	154	20	)	)	-RRB-
cord-326314-9ycht8gi	154	21	.	.	.
cord-326314-9ycht8gi	155	1	In	in	IN
cord-326314-9ycht8gi	155	2	Experiment	Experiment	NNP
cord-326314-9ycht8gi	155	3	iii	iii	NNP
cord-326314-9ycht8gi	155	4	,	,	,
cord-326314-9ycht8gi	155	5	the	the	DT
cord-326314-9ycht8gi	155	6	low	low	JJ
cord-326314-9ycht8gi	155	7	noise	noise	NN
cord-326314-9ycht8gi	155	8	added	add	VBN
cord-326314-9ycht8gi	155	9	to	to	IN
cord-326314-9ycht8gi	155	10	R	R	NNP
cord-326314-9ycht8gi	155	11	yielded	yield	VBD
cord-326314-9ycht8gi	155	12	a	a	DT
cord-326314-9ycht8gi	155	13	poor	poor	JJ
cord-326314-9ycht8gi	155	14	state	state	NN
cord-326314-9ycht8gi	155	15	and	and	CC
cord-326314-9ycht8gi	155	16	parameter	parameter	NN
cord-326314-9ycht8gi	155	17	estimate	estimate	NN
cord-326314-9ycht8gi	155	18	(	(	-LRB-
cord-326314-9ycht8gi	155	19	not	not	RB
cord-326314-9ycht8gi	155	20	shown	show	VBN
cord-326314-9ycht8gi	155	21	)	)	-RRB-
cord-326314-9ycht8gi	155	22	.	.	.
cord-326314-9ycht8gi	156	1	With	with	IN
cord-326314-9ycht8gi	156	2	a	a	DT
cord-326314-9ycht8gi	156	3	doubled	double	VBN
cord-326314-9ycht8gi	156	4	temporal	temporal	JJ
cord-326314-9ycht8gi	156	5	baseline	baseline	NN
cord-326314-9ycht8gi	156	6	of	of	IN
cord-326314-9ycht8gi	156	7	measurements	measurement	NNS
cord-326314-9ycht8gi	156	8	(	(	-LRB-
cord-326314-9ycht8gi	156	9	Experiment	experiment	NN
cord-326314-9ycht8gi	156	10	iv	iv	CD
cord-326314-9ycht8gi	156	11	)	)	-RRB-
cord-326314-9ycht8gi	156	12	,	,	,
cord-326314-9ycht8gi	156	13	however	however	RB
cord-326314-9ycht8gi	156	14	,	,	,
cord-326314-9ycht8gi	156	15	the	the	DT
cord-326314-9ycht8gi	156	16	state	state	NN
cord-326314-9ycht8gi	156	17	estimate	estimate	NN
cord-326314-9ycht8gi	156	18	became	become	VBD
cord-326314-9ycht8gi	156	19	robust	robust	JJ
cord-326314-9ycht8gi	156	20	to	to	IN
cord-326314-9ycht8gi	156	21	the	the	DT
cord-326314-9ycht8gi	156	22	contamination	contamination	NN
cord-326314-9ycht8gi	156	23	.	.	.
cord-326314-9ycht8gi	157	1	Figure	figure	NN
cord-326314-9ycht8gi	157	2	7	7	CD
cord-326314-9ycht8gi	157	3	shows	show	VBZ
cord-326314-9ycht8gi	157	4	this	this	DT
cord-326314-9ycht8gi	157	5	estimate	estimate	NN
cord-326314-9ycht8gi	157	6	.	.	.
cord-326314-9ycht8gi	158	1	While	while	IN
cord-326314-9ycht8gi	158	2	the	the	DT
cord-326314-9ycht8gi	158	3	∼	∼	NNP
cord-326314-9ycht8gi	158	4	five	five	CD
cord-326314-9ycht8gi	158	5	percent	percent	NN
cord-326314-9ycht8gi	158	6	noise	noise	NN
cord-326314-9ycht8gi	158	7	added	add	VBN
cord-326314-9ycht8gi	158	8	to	to	IN
cord-326314-9ycht8gi	158	9	Population	population	NN
cord-326314-9ycht8gi	158	10	R	r	NN
cord-326314-9ycht8gi	158	11	propagates	propagate	VBZ
cord-326314-9ycht8gi	158	12	to	to	IN
cord-326314-9ycht8gi	158	13	the	the	DT
cord-326314-9ycht8gi	158	14	unmeasured	unmeasured	JJ
cord-326314-9ycht8gi	158	15	States	States	NNP
cord-326314-9ycht8gi	158	16	S	S	NNP
cord-326314-9ycht8gi	158	17	,	,	,
cord-326314-9ycht8gi	158	18	E	E	NNP
cord-326314-9ycht8gi	158	19	,	,	,
cord-326314-9ycht8gi	158	20	and	and	CC
cord-326314-9ycht8gi	158	21	P	p	NN
cord-326314-9ycht8gi	158	22	,	,	,
cord-326314-9ycht8gi	158	23	the	the	DT
cord-326314-9ycht8gi	158	24	general	general	JJ
cord-326314-9ycht8gi	158	25	state	state	NN
cord-326314-9ycht8gi	158	26	evolution	evolution	NN
cord-326314-9ycht8gi	158	27	is	be	VBZ
cord-326314-9ycht8gi	158	28	still	still	RB
cord-326314-9ycht8gi	158	29	captured	capture	VBN
cord-326314-9ycht8gi	158	30	well	well	RB
cord-326314-9ycht8gi	158	31	.	.	.
cord-326314-9ycht8gi	159	1	Importantly	importantly	RB
cord-326314-9ycht8gi	159	2	,	,	,
cord-326314-9ycht8gi	159	3	the	the	DT
cord-326314-9ycht8gi	159	4	populations	population	NNS
cord-326314-9ycht8gi	159	5	entering	enter	VBG
cord-326314-9ycht8gi	159	6	the	the	DT
cord-326314-9ycht8gi	159	7	hospital	hospital	NN
cord-326314-9ycht8gi	159	8	are	be	VBP
cord-326314-9ycht8gi	159	9	well	well	RB
cord-326314-9ycht8gi	159	10	estimated	estimate	VBN
cord-326314-9ycht8gi	159	11	.	.	.
cord-326314-9ycht8gi	160	1	Note	note	VB
cord-326314-9ycht8gi	160	2	that	that	IN
cord-326314-9ycht8gi	160	3	some	some	DT
cord-326314-9ycht8gi	160	4	low	low	JJ
cord-326314-9ycht8gi	160	5	state	state	NN
cord-326314-9ycht8gi	160	6	estimates	estimate	NNS
cord-326314-9ycht8gi	160	7	(	(	-LRB-
cord-326314-9ycht8gi	160	8	e.g.	e.g.	RB
cord-326314-9ycht8gi	160	9	As	as	IN
cord-326314-9ycht8gi	160	10	)	)	-RRB-
cord-326314-9ycht8gi	160	11	are	be	VBP
cord-326314-9ycht8gi	160	12	not	not	RB
cord-326314-9ycht8gi	160	13	perfectly	perfectly	RB
cord-326314-9ycht8gi	160	14	offset	offset	VBN
cord-326314-9ycht8gi	160	15	by	by	IN
cord-326314-9ycht8gi	160	16	high	high	JJ
cord-326314-9ycht8gi	160	17	estimates	estimate	NNS
cord-326314-9ycht8gi	160	18	(	(	-LRB-
cord-326314-9ycht8gi	160	19	e.g.	e.g.	RB
cord-326314-9ycht8gi	160	20	Sym	Sym	NNP
cord-326314-9ycht8gi	160	21	)	)	-RRB-
cord-326314-9ycht8gi	160	22	.	.	.
cord-326314-9ycht8gi	161	1	The	the	DT
cord-326314-9ycht8gi	161	2	addition	addition	NN
cord-326314-9ycht8gi	161	3	of	of	IN
cord-326314-9ycht8gi	161	4	noise	noise	NN
cord-326314-9ycht8gi	161	5	in	in	IN
cord-326314-9ycht8gi	161	6	these	these	DT
cord-326314-9ycht8gi	161	7	numbers	number	NNS
cord-326314-9ycht8gi	161	8	-by	-by	:
cord-326314-9ycht8gi	161	9	definition	definition	NN
cord-326314-9ycht8gi	161	10	-breaks	-breaks	.
cord-326314-9ycht8gi	162	1	the	the	DT
cord-326314-9ycht8gi	162	2	conservation	conservation	NN
cord-326314-9ycht8gi	162	3	of	of	IN
cord-326314-9ycht8gi	162	4	the	the	DT
cord-326314-9ycht8gi	162	5	population	population	NN
cord-326314-9ycht8gi	162	6	.	.	.
cord-326314-9ycht8gi	163	1	Finally	finally	RB
cord-326314-9ycht8gi	163	2	,	,	,
cord-326314-9ycht8gi	163	3	the	the	DT
cord-326314-9ycht8gi	163	4	parameter	parameter	NN
cord-326314-9ycht8gi	163	5	estimates	estimate	VBZ
cord-326314-9ycht8gi	163	6	for	for	IN
cord-326314-9ycht8gi	163	7	Experiment	experiment	NN
cord-326314-9ycht8gi	163	8	iv	iv	LS
cord-326314-9ycht8gi	163	9	do	do	VBP
cord-326314-9ycht8gi	163	10	not	not	RB
cord-326314-9ycht8gi	163	11	survive	survive	VB
cord-326314-9ycht8gi	163	12	the	the	DT
cord-326314-9ycht8gi	163	13	added	add	VBN
cord-326314-9ycht8gi	163	14	contamination	contamination	NN
cord-326314-9ycht8gi	163	15	(	(	-LRB-
cord-326314-9ycht8gi	163	16	not	not	RB
cord-326314-9ycht8gi	163	17	shown	show	VBN
cord-326314-9ycht8gi	163	18	)	)	-RRB-
cord-326314-9ycht8gi	163	19	.	.	.
cord-326314-9ycht8gi	164	1	We	-PRON-	PRP
cord-326314-9ycht8gi	164	2	have	have	VBP
cord-326314-9ycht8gi	164	3	endeavoured	endeavour	VBN
cord-326314-9ycht8gi	164	4	to	to	TO
cord-326314-9ycht8gi	164	5	illustrate	illustrate	VB
cord-326314-9ycht8gi	164	6	the	the	DT
cord-326314-9ycht8gi	164	7	potential	potential	NN
cord-326314-9ycht8gi	164	8	of	of	IN
cord-326314-9ycht8gi	164	9	SDA	SDA	NNP
cord-326314-9ycht8gi	164	10	to	to	TO
cord-326314-9ycht8gi	164	11	systematically	systematically	RB
cord-326314-9ycht8gi	164	12	identify	identify	VB
cord-326314-9ycht8gi	164	13	the	the	DT
cord-326314-9ycht8gi	164	14	specific	specific	JJ
cord-326314-9ycht8gi	164	15	measurements	measurement	NNS
cord-326314-9ycht8gi	164	16	,	,	,
cord-326314-9ycht8gi	164	17	temporal	temporal	JJ
cord-326314-9ycht8gi	164	18	baseline	baseline	NN
cord-326314-9ycht8gi	164	19	of	of	IN
cord-326314-9ycht8gi	164	20	measurements	measurement	NNS
cord-326314-9ycht8gi	164	21	,	,	,
cord-326314-9ycht8gi	164	22	and	and	CC
cord-326314-9ycht8gi	164	23	degree	degree	NN
cord-326314-9ycht8gi	164	24	of	of	IN
cord-326314-9ycht8gi	164	25	measurement	measurement	NN
cord-326314-9ycht8gi	164	26	accuracy	accuracy	NN
cord-326314-9ycht8gi	164	27	,	,	,
cord-326314-9ycht8gi	164	28	required	require	VBN
cord-326314-9ycht8gi	164	29	to	to	TO
cord-326314-9ycht8gi	164	30	estimate	estimate	VB
cord-326314-9ycht8gi	164	31	unknown	unknown	JJ
cord-326314-9ycht8gi	164	32	model	model	NN
cord-326314-9ycht8gi	164	33	parameters	parameter	NNS
cord-326314-9ycht8gi	164	34	in	in	IN
cord-326314-9ycht8gi	164	35	a	a	DT
cord-326314-9ycht8gi	164	36	high	high	JJ
cord-326314-9ycht8gi	164	37	-	-	HYPH
cord-326314-9ycht8gi	164	38	dimensional	dimensional	JJ
cord-326314-9ycht8gi	164	39	model	model	NN
cord-326314-9ycht8gi	164	40	designed	design	VBN
cord-326314-9ycht8gi	164	41	to	to	TO
cord-326314-9ycht8gi	164	42	examine	examine	VB
cord-326314-9ycht8gi	164	43	the	the	DT
cord-326314-9ycht8gi	164	44	complex	complex	JJ
cord-326314-9ycht8gi	164	45	problems	problem	NNS
cord-326314-9ycht8gi	164	46	that	that	WDT
cord-326314-9ycht8gi	164	47	COVID-19	covid-19	VBP
cord-326314-9ycht8gi	164	48	presents	present	VBZ
cord-326314-9ycht8gi	164	49	to	to	IN
cord-326314-9ycht8gi	164	50	hospitals	hospital	NNS
cord-326314-9ycht8gi	164	51	.	.	.
cord-326314-9ycht8gi	165	1	In	in	IN
cord-326314-9ycht8gi	165	2	light	light	NN
cord-326314-9ycht8gi	165	3	of	of	IN
cord-326314-9ycht8gi	165	4	our	-PRON-	PRP$
cord-326314-9ycht8gi	165	5	assumed	assumed	JJ
cord-326314-9ycht8gi	165	6	knowledge	knowledge	NN
cord-326314-9ycht8gi	165	7	of	of	IN
cord-326314-9ycht8gi	165	8	some	some	DT
cord-326314-9ycht8gi	165	9	model	model	NN
cord-326314-9ycht8gi	165	10	parameters	parameter	NNS
cord-326314-9ycht8gi	165	11	,	,	,
cord-326314-9ycht8gi	165	12	we	-PRON-	PRP
cord-326314-9ycht8gi	165	13	restrict	restrict	VBP
cord-326314-9ycht8gi	165	14	our	-PRON-	PRP$
cord-326314-9ycht8gi	165	15	conclusions	conclusion	NNS
cord-326314-9ycht8gi	165	16	to	to	IN
cord-326314-9ycht8gi	165	17	general	general	JJ
cord-326314-9ycht8gi	165	18	comments	comment	NNS
cord-326314-9ycht8gi	165	19	.	.	.
cord-326314-9ycht8gi	166	1	We	-PRON-	PRP
cord-326314-9ycht8gi	166	2	emphasize	emphasize	VBP
cord-326314-9ycht8gi	166	3	that	that	DT
cord-326314-9ycht8gi	166	4	estimation	estimation	NN
cord-326314-9ycht8gi	166	5	of	of	IN
cord-326314-9ycht8gi	166	6	the	the	DT
cord-326314-9ycht8gi	166	7	full	full	JJ
cord-326314-9ycht8gi	166	8	model	model	NN
cord-326314-9ycht8gi	166	9	state	state	NN
cord-326314-9ycht8gi	166	10	requires	require	VBZ
cord-326314-9ycht8gi	166	11	measurements	measurement	NNS
cord-326314-9ycht8gi	166	12	of	of	IN
cord-326314-9ycht8gi	166	13	the	the	DT
cord-326314-9ycht8gi	166	14	detected	detect	VBN
cord-326314-9ycht8gi	166	15	cases	case	NNS
cord-326314-9ycht8gi	166	16	but	but	CC
cord-326314-9ycht8gi	166	17	not	not	RB
cord-326314-9ycht8gi	166	18	the	the	DT
cord-326314-9ycht8gi	166	19	undetected	undetected	JJ
cord-326314-9ycht8gi	166	20	,	,	,
cord-326314-9ycht8gi	166	21	provided	provide	VBN
cord-326314-9ycht8gi	166	22	that	that	IN
cord-326314-9ycht8gi	166	23	the	the	DT
cord-326314-9ycht8gi	166	24	recovered	recover	VBN
cord-326314-9ycht8gi	166	25	and	and	CC
cord-326314-9ycht8gi	166	26	dead	dead	JJ
cord-326314-9ycht8gi	166	27	are	be	VBP
cord-326314-9ycht8gi	166	28	also	also	RB
cord-326314-9ycht8gi	166	29	measured	measure	VBN
cord-326314-9ycht8gi	166	30	.	.	.
cord-326314-9ycht8gi	167	1	The	the	DT
cord-326314-9ycht8gi	167	2	state	state	NN
cord-326314-9ycht8gi	167	3	evolution	evolution	NN
cord-326314-9ycht8gi	167	4	is	be	VBZ
cord-326314-9ycht8gi	167	5	tolerant	tolerant	JJ
cord-326314-9ycht8gi	167	6	to	to	IN
cord-326314-9ycht8gi	167	7	low	low	JJ
cord-326314-9ycht8gi	167	8	noise	noise	NN
cord-326314-9ycht8gi	167	9	in	in	IN
cord-326314-9ycht8gi	167	10	these	these	DT
cord-326314-9ycht8gi	167	11	measurements	measurement	NNS
cord-326314-9ycht8gi	167	12	,	,	,
cord-326314-9ycht8gi	167	13	while	while	IN
cord-326314-9ycht8gi	167	14	the	the	DT
cord-326314-9ycht8gi	167	15	parameter	parameter	NN
cord-326314-9ycht8gi	167	16	estimates	estimate	NNS
cord-326314-9ycht8gi	167	17	are	be	VBP
cord-326314-9ycht8gi	167	18	not	not	RB
cord-326314-9ycht8gi	167	19	.	.	.
cord-326314-9ycht8gi	168	1	The	the	DT
cord-326314-9ycht8gi	168	2	ultimate	ultimate	JJ
cord-326314-9ycht8gi	168	3	aim	aim	NN
cord-326314-9ycht8gi	168	4	of	of	IN
cord-326314-9ycht8gi	168	5	SDA	SDA	NNP
cord-326314-9ycht8gi	168	6	is	be	VBZ
cord-326314-9ycht8gi	168	7	to	to	TO
cord-326314-9ycht8gi	168	8	test	test	VB
cord-326314-9ycht8gi	168	9	the	the	DT
cord-326314-9ycht8gi	168	10	validity	validity	NN
cord-326314-9ycht8gi	168	11	of	of	IN
cord-326314-9ycht8gi	168	12	model	model	NN
cord-326314-9ycht8gi	168	13	estimation	estimation	NN
cord-326314-9ycht8gi	168	14	using	use	VBG
cord-326314-9ycht8gi	168	15	real	real	JJ
cord-326314-9ycht8gi	168	16	data	datum	NNS
cord-326314-9ycht8gi	168	17	,	,	,
cord-326314-9ycht8gi	168	18	via	via	IN
cord-326314-9ycht8gi	168	19	prediction	prediction	NN
cord-326314-9ycht8gi	168	20	.	.	.
cord-326314-9ycht8gi	169	1	In	in	IN
cord-326314-9ycht8gi	169	2	advance	advance	NN
cord-326314-9ycht8gi	169	3	of	of	IN
cord-326314-9ycht8gi	169	4	that	that	DT
cord-326314-9ycht8gi	169	5	step	step	NN
cord-326314-9ycht8gi	169	6	,	,	,
cord-326314-9ycht8gi	169	7	we	-PRON-	PRP
cord-326314-9ycht8gi	169	8	are	be	VBP
cord-326314-9ycht8gi	169	9	performing	perform	VBG
cord-326314-9ycht8gi	169	10	a	a	DT
cord-326314-9ycht8gi	169	11	detailed	detailed	JJ
cord-326314-9ycht8gi	169	12	study	study	NN
cord-326314-9ycht8gi	169	13	of	of	IN
cord-326314-9ycht8gi	169	14	the	the	DT
cord-326314-9ycht8gi	169	15	model	model	NN
cord-326314-9ycht8gi	169	16	's	's	POS
cord-326314-9ycht8gi	169	17	sensitivity	sensitivity	NN
cord-326314-9ycht8gi	169	18	to	to	IN
cord-326314-9ycht8gi	169	19	contamination	contamination	NN
cord-326314-9ycht8gi	169	20	in	in	IN
cord-326314-9ycht8gi	169	21	the	the	DT
cord-326314-9ycht8gi	169	22	measurable	measurable	JJ
cord-326314-9ycht8gi	169	23	populations	population	NNS
cord-326314-9ycht8gi	170	1	As	as	IN
cord-326314-9ycht8gi	170	2	det	det	NNP
cord-326314-9ycht8gi	170	3	,	,	,
cord-326314-9ycht8gi	170	4	Sym	Sym	NNP
cord-326314-9ycht8gi	170	5	det	det	NNP
cord-326314-9ycht8gi	170	6	,	,	,
cord-326314-9ycht8gi	170	7	Sys	Sys	NNP
cord-326314-9ycht8gi	170	8	det	det	NNP
cord-326314-9ycht8gi	170	9	,	,	,
cord-326314-9ycht8gi	170	10	R	R	NNP
cord-326314-9ycht8gi	170	11	,	,	,
cord-326314-9ycht8gi	170	12	and	and	CC
cord-326314-9ycht8gi	170	13	D.	D.	NNP
cord-326314-9ycht8gi	171	1	Concurrently	concurrently	RB
cord-326314-9ycht8gi	171	2	we	-PRON-	PRP
cord-326314-9ycht8gi	171	3	are	be	VBP
cord-326314-9ycht8gi	171	4	examining	examine	VBG
cord-326314-9ycht8gi	171	5	means	mean	NNS
cord-326314-9ycht8gi	171	6	to	to	TO
cord-326314-9ycht8gi	171	7	render	render	VB
cord-326314-9ycht8gi	171	8	the	the	DT
cord-326314-9ycht8gi	171	9	parameter	parameter	NN
cord-326314-9ycht8gi	171	10	estimation	estimation	NN
cord-326314-9ycht8gi	171	11	less	less	RBR
cord-326314-9ycht8gi	171	12	sensitive	sensitive	JJ
cord-326314-9ycht8gi	171	13	to	to	IN
cord-326314-9ycht8gi	171	14	noise	noise	NN
cord-326314-9ycht8gi	171	15	,	,	,
cord-326314-9ycht8gi	171	16	via	via	IN
cord-326314-9ycht8gi	171	17	various	various	JJ
cord-326314-9ycht8gi	171	18	additional	additional	JJ
cord-326314-9ycht8gi	171	19	equality	equality	NN
cord-326314-9ycht8gi	171	20	constraints	constraint	NNS
cord-326314-9ycht8gi	171	21	in	in	IN
cord-326314-9ycht8gi	171	22	the	the	DT
cord-326314-9ycht8gi	171	23	cost	cost	NN
cord-326314-9ycht8gi	171	24	function	function	NN
cord-326314-9ycht8gi	171	25	,	,	,
cord-326314-9ycht8gi	171	26	and	and	CC
cord-326314-9ycht8gi	171	27	loosening	loosen	VBG
cord-326314-9ycht8gi	171	28	the	the	DT
cord-326314-9ycht8gi	171	29	assumption	assumption	NN
cord-326314-9ycht8gi	171	30	of	of	IN
cord-326314-9ycht8gi	171	31	Gaussian	Gaussian	NNP
cord-326314-9ycht8gi	171	32	-	-	HYPH
cord-326314-9ycht8gi	171	33	distributed	distribute	VBN
cord-326314-9ycht8gi	171	34	noise	noise	NN
cord-326314-9ycht8gi	171	35	.	.	.
cord-326314-9ycht8gi	172	1	In	in	IN
cord-326314-9ycht8gi	172	2	particular	particular	JJ
cord-326314-9ycht8gi	172	3	,	,	,
cord-326314-9ycht8gi	172	4	we	-PRON-	PRP
cord-326314-9ycht8gi	172	5	shall	shall	MD
cord-326314-9ycht8gi	172	6	require	require	VB
cord-326314-9ycht8gi	172	7	that	that	IN
cord-326314-9ycht8gi	172	8	the	the	DT
cord-326314-9ycht8gi	172	9	time	time	NN
cord-326314-9ycht8gi	172	10	-	-	HYPH
cord-326314-9ycht8gi	172	11	varying	vary	VBG
cord-326314-9ycht8gi	172	12	parameters	parameter	NNS
cord-326314-9ycht8gi	172	13	be	be	VB
cord-326314-9ycht8gi	172	14	smoothly	smoothly	RB
cord-326314-9ycht8gi	172	15	-	-	HYPH
cord-326314-9ycht8gi	172	16	varying	vary	VBG
cord-326314-9ycht8gi	172	17	.	.	.
cord-326314-9ycht8gi	173	1	It	-PRON-	PRP
cord-326314-9ycht8gi	173	2	will	will	MD
cord-326314-9ycht8gi	173	3	be	be	VB
cord-326314-9ycht8gi	173	4	important	important	JJ
cord-326314-9ycht8gi	173	5	to	to	TO
cord-326314-9ycht8gi	173	6	examine	examine	VB
cord-326314-9ycht8gi	173	7	the	the	DT
cord-326314-9ycht8gi	173	8	stability	stability	NN
cord-326314-9ycht8gi	173	9	of	of	IN
cord-326314-9ycht8gi	173	10	the	the	DT
cord-326314-9ycht8gi	173	11	SDA	SDA	NNP
cord-326314-9ycht8gi	173	12	procedure	procedure	NN
cord-326314-9ycht8gi	173	13	over	over	IN
cord-326314-9ycht8gi	173	14	a	a	DT
cord-326314-9ycht8gi	173	15	range	range	NN
cord-326314-9ycht8gi	173	16	of	of	IN
cord-326314-9ycht8gi	173	17	choices	choice	NNS
cord-326314-9ycht8gi	173	18	for	for	IN
cord-326314-9ycht8gi	173	19	parameter	parameter	NN
cord-326314-9ycht8gi	173	20	values	value	NNS
cord-326314-9ycht8gi	173	21	and	and	CC
cord-326314-9ycht8gi	173	22	initial	initial	JJ
cord-326314-9ycht8gi	173	23	numbers	number	NNS
cord-326314-9ycht8gi	173	24	for	for	IN
cord-326314-9ycht8gi	173	25	the	the	DT
cord-326314-9ycht8gi	173	26	infected	infected	JJ
cord-326314-9ycht8gi	173	27	populations	population	NNS
cord-326314-9ycht8gi	173	28	.	.	.
cord-326314-9ycht8gi	174	1	This	this	DT
cord-326314-9ycht8gi	174	2	procedure	procedure	NN
cord-326314-9ycht8gi	174	3	can	can	MD
cord-326314-9ycht8gi	174	4	be	be	VB
cord-326314-9ycht8gi	174	5	expanded	expand	VBN
cord-326314-9ycht8gi	174	6	in	in	IN
cord-326314-9ycht8gi	174	7	many	many	JJ
cord-326314-9ycht8gi	174	8	directions	direction	NNS
cord-326314-9ycht8gi	174	9	.	.	.
cord-326314-9ycht8gi	175	1	Currently	currently	RB
cord-326314-9ycht8gi	175	2	we	-PRON-	PRP
cord-326314-9ycht8gi	175	3	are	be	VBP
cord-326314-9ycht8gi	175	4	working	work	VBG
cord-326314-9ycht8gi	175	5	to	to	TO
cord-326314-9ycht8gi	175	6	divide	divide	VB
cord-326314-9ycht8gi	175	7	the	the	DT
cord-326314-9ycht8gi	175	8	model	model	NN
cord-326314-9ycht8gi	175	9	subpopulations	subpopulation	NNS
cord-326314-9ycht8gi	175	10	by	by	IN
cord-326314-9ycht8gi	175	11	age	age	NN
cord-326314-9ycht8gi	175	12	,	,	,
cord-326314-9ycht8gi	175	13	and	and	CC
cord-326314-9ycht8gi	175	14	to	to	TO
cord-326314-9ycht8gi	175	15	include	include	VB
cord-326314-9ycht8gi	175	16	age	age	NN
cord-326314-9ycht8gi	175	17	-	-	HYPH
cord-326314-9ycht8gi	175	18	specific	specific	JJ
cord-326314-9ycht8gi	175	19	parameters	parameter	NNS
cord-326314-9ycht8gi	175	20	such	such	JJ
cord-326314-9ycht8gi	175	21	as	as	IN
cord-326314-9ycht8gi	175	22	susceptibility	susceptibility	NN
cord-326314-9ycht8gi	175	23	and	and	CC
cord-326314-9ycht8gi	175	24	the	the	DT
cord-326314-9ycht8gi	175	25	likelihood	likelihood	NN
cord-326314-9ycht8gi	175	26	of	of	IN
cord-326314-9ycht8gi	175	27	requiring	require	VBG
cord-326314-9ycht8gi	175	28	hospitalization	hospitalization	NN
cord-326314-9ycht8gi	175	29	and	and	CC
cord-326314-9ycht8gi	175	30	intensive	intensive	JJ
cord-326314-9ycht8gi	175	31	care	care	NN
cord-326314-9ycht8gi	175	32	.	.	.
cord-326314-9ycht8gi	176	1	Specifically	specifically	RB
cord-326314-9ycht8gi	176	2	,	,	,
cord-326314-9ycht8gi	176	3	SDA	SDA	NNP
cord-326314-9ycht8gi	176	4	might	may	MD
cord-326314-9ycht8gi	176	5	inform	inform	VB
cord-326314-9ycht8gi	176	6	the	the	DT
cord-326314-9ycht8gi	176	7	question	question	NN
cord-326314-9ycht8gi	176	8	of	of	IN
cord-326314-9ycht8gi	176	9	whether	whether	IN
cord-326314-9ycht8gi	176	10	the	the	DT
cord-326314-9ycht8gi	176	11	contact	contact	NN
cord-326314-9ycht8gi	176	12	matrices	matrix	NNS
cord-326314-9ycht8gi	176	13	among	among	IN
cord-326314-9ycht8gi	176	14	age	age	NN
cord-326314-9ycht8gi	176	15	groups	group	NNS
cord-326314-9ycht8gi	176	16	are	be	VBP
cord-326314-9ycht8gi	176	17	non	non	JJ
cord-326314-9ycht8gi	176	18	-	-	JJ
cord-326314-9ycht8gi	176	19	stationary	stationary	JJ
cord-326314-9ycht8gi	176	20	-a	-a	HYPH
cord-326314-9ycht8gi	176	21	question	question	NN
cord-326314-9ycht8gi	176	22	of	of	IN
cord-326314-9ycht8gi	176	23	high	high	JJ
cord-326314-9ycht8gi	176	24	interest	interest	NN
cord-326314-9ycht8gi	176	25	for	for	IN
cord-326314-9ycht8gi	176	26	predicting	predict	VBG
cord-326314-9ycht8gi	176	27	age	age	NN
cord-326314-9ycht8gi	176	28	-	-	HYPH
cord-326314-9ycht8gi	176	29	dependent	dependent	JJ
cord-326314-9ycht8gi	176	30	susceptibility	susceptibility	NN
cord-326314-9ycht8gi	176	31	during	during	IN
cord-326314-9ycht8gi	176	32	a	a	DT
cord-326314-9ycht8gi	176	33	second	second	JJ
cord-326314-9ycht8gi	176	34	wave	wave	NN
cord-326314-9ycht8gi	176	35	[	[	-LRB-
cord-326314-9ycht8gi	176	36	42	42	CD
cord-326314-9ycht8gi	176	37	]	]	-RRB-
cord-326314-9ycht8gi	176	38	of	of	IN
cord-326314-9ycht8gi	176	39	the	the	DT
cord-326314-9ycht8gi	176	40	virus	virus	NN
cord-326314-9ycht8gi	176	41	.	.	.
cord-326314-9ycht8gi	177	1	Other	other	JJ
cord-326314-9ycht8gi	177	2	avenues	avenue	NNS
cord-326314-9ycht8gi	177	3	for	for	IN
cord-326314-9ycht8gi	177	4	expansion	expansion	NN
cord-326314-9ycht8gi	177	5	are	be	VBP
cord-326314-9ycht8gi	177	6	as	as	IN
cord-326314-9ycht8gi	177	7	follows	follow	VBZ
cord-326314-9ycht8gi	177	8	:	:	:
cord-326314-9ycht8gi	177	9	1	1	LS
cord-326314-9ycht8gi	177	10	)	)	-RRB-
cord-326314-9ycht8gi	177	11	define	define	VB
cord-326314-9ycht8gi	177	12	additional	additional	JJ
cord-326314-9ycht8gi	177	13	model	model	NN
cord-326314-9ycht8gi	177	14	parameters	parameter	NNS
cord-326314-9ycht8gi	177	15	as	as	IN
cord-326314-9ycht8gi	177	16	unknowns	unknown	NNS
cord-326314-9ycht8gi	177	17	to	to	TO
cord-326314-9ycht8gi	177	18	be	be	VB
cord-326314-9ycht8gi	177	19	estimated	estimate	VBN
cord-326314-9ycht8gi	177	20	,	,	,
cord-326314-9ycht8gi	177	21	including	include	VBG
cord-326314-9ycht8gi	177	22	the	the	DT
cord-326314-9ycht8gi	177	23	fraction	fraction	NN
cord-326314-9ycht8gi	177	24	of	of	IN
cord-326314-9ycht8gi	177	25	patients	patient	NNS
cord-326314-9ycht8gi	177	26	hospitalized	hospitalize	VBN
cord-326314-9ycht8gi	177	27	,	,	,
cord-326314-9ycht8gi	177	28	the	the	DT
cord-326314-9ycht8gi	177	29	fraction	fraction	NN
cord-326314-9ycht8gi	177	30	who	who	WP
cord-326314-9ycht8gi	177	31	enter	enter	VBP
cord-326314-9ycht8gi	177	32	critical	critical	JJ
cord-326314-9ycht8gi	177	33	care	care	NN
cord-326314-9ycht8gi	177	34	,	,	,
cord-326314-9ycht8gi	177	35	and	and	CC
cord-326314-9ycht8gi	177	36	the	the	DT
cord-326314-9ycht8gi	177	37	various	various	JJ
cord-326314-9ycht8gi	177	38	timescales	timescale	NNS
cord-326314-9ycht8gi	177	39	governing	govern	VBG
cord-326314-9ycht8gi	177	40	the	the	DT
cord-326314-9ycht8gi	177	41	reaction	reaction	NN
cord-326314-9ycht8gi	177	42	equations	equation	NNS
cord-326314-9ycht8gi	177	43	;	;	:
cord-326314-9ycht8gi	177	44	2	2	LS
cord-326314-9ycht8gi	177	45	)	)	-RRB-
cord-326314-9ycht8gi	177	46	impose	impose	VB
cord-326314-9ycht8gi	177	47	various	various	JJ
cord-326314-9ycht8gi	177	48	constraints	constraint	NNS
cord-326314-9ycht8gi	177	49	regarding	regard	VBG
cord-326314-9ycht8gi	177	50	the	the	DT
cord-326314-9ycht8gi	177	51	unknown	unknown	JJ
cord-326314-9ycht8gi	177	52	time	time	NN
cord-326314-9ycht8gi	177	53	-	-	HYPH
cord-326314-9ycht8gi	177	54	varying	vary	VBG
cord-326314-9ycht8gi	177	55	quantities	quantity	NNS
cord-326314-9ycht8gi	177	56	,	,	,
cord-326314-9ycht8gi	177	57	particularly	particularly	RB
cord-326314-9ycht8gi	177	58	transmission	transmission	NN
cord-326314-9ycht8gi	177	59	rate	rate	NN
cord-326314-9ycht8gi	178	1	K	K	NNP
cord-326314-9ycht8gi	178	2	i	i	PRP
cord-326314-9ycht8gi	178	3	(	(	-LRB-
cord-326314-9ycht8gi	178	4	t	t	NN
cord-326314-9ycht8gi	178	5	)	)	-RRB-
cord-326314-9ycht8gi	178	6	,	,	,
cord-326314-9ycht8gi	178	7	and	and	CC
cord-326314-9ycht8gi	178	8	identifying	identify	VBG
cord-326314-9ycht8gi	178	9	which	which	WDT
cord-326314-9ycht8gi	178	10	forms	form	VBZ
cord-326314-9ycht8gi	178	11	permit	permit	VBP
cord-326314-9ycht8gi	178	12	a	a	DT
cord-326314-9ycht8gi	178	13	solution	solution	NN
cord-326314-9ycht8gi	178	14	consistent	consistent	JJ
cord-326314-9ycht8gi	178	15	with	with	IN
cord-326314-9ycht8gi	178	16	measurements	measurement	NNS
cord-326314-9ycht8gi	178	17	;	;	:
cord-326314-9ycht8gi	178	18	3	3	LS
cord-326314-9ycht8gi	178	19	)	)	-RRB-
cord-326314-9ycht8gi	178	20	examine	examine	VB
cord-326314-9ycht8gi	178	21	model	model	NN
cord-326314-9ycht8gi	178	22	sensitivity	sensitivity	NN
cord-326314-9ycht8gi	178	23	to	to	IN
cord-326314-9ycht8gi	178	24	the	the	DT
cord-326314-9ycht8gi	178	25	initial	initial	JJ
cord-326314-9ycht8gi	178	26	numbers	number	NNS
cord-326314-9ycht8gi	178	27	within	within	IN
cord-326314-9ycht8gi	178	28	each	each	DT
cord-326314-9ycht8gi	178	29	population	population	NN
cord-326314-9ycht8gi	178	30	;	;	:
cord-326314-9ycht8gi	178	31	4	4	LS
cord-326314-9ycht8gi	178	32	)	)	-RRB-
cord-326314-9ycht8gi	178	33	examine	examine	VB
cord-326314-9ycht8gi	178	34	model	model	NN
cord-326314-9ycht8gi	178	35	sensitivity	sensitivity	NN
cord-326314-9ycht8gi	178	36	to	to	IN
cord-326314-9ycht8gi	178	37	the	the	DT
cord-326314-9ycht8gi	178	38	temporal	temporal	JJ
cord-326314-9ycht8gi	178	39	frequency	frequency	NN
cord-326314-9ycht8gi	178	40	of	of	IN
cord-326314-9ycht8gi	178	41	data	datum	NNS
cord-326314-9ycht8gi	178	42	sampling	sampling	NN
cord-326314-9ycht8gi	178	43	.	.	.
cord-326314-9ycht8gi	179	1	Moreover	moreover	RB
cord-326314-9ycht8gi	179	2	,	,	,
cord-326314-9ycht8gi	179	3	it	-PRON-	PRP
cord-326314-9ycht8gi	179	4	is	be	VBZ
cord-326314-9ycht8gi	179	5	our	-PRON-	PRP$
cord-326314-9ycht8gi	179	6	hope	hope	NN
cord-326314-9ycht8gi	179	7	that	that	IN
cord-326314-9ycht8gi	179	8	the	the	DT
cord-326314-9ycht8gi	179	9	procedure	procedure	NN
cord-326314-9ycht8gi	179	10	described	describe	VBN
cord-326314-9ycht8gi	179	11	in	in	IN
cord-326314-9ycht8gi	179	12	this	this	DT
cord-326314-9ycht8gi	179	13	paper	paper	NN
cord-326314-9ycht8gi	179	14	can	can	MD
cord-326314-9ycht8gi	179	15	guide	guide	VB
cord-326314-9ycht8gi	179	16	the	the	DT
cord-326314-9ycht8gi	179	17	application	application	NN
cord-326314-9ycht8gi	179	18	of	of	IN
cord-326314-9ycht8gi	179	19	SDA	SDA	NNP
cord-326314-9ycht8gi	179	20	to	to	IN
cord-326314-9ycht8gi	179	21	a	a	DT
cord-326314-9ycht8gi	179	22	host	host	NN
cord-326314-9ycht8gi	179	23	of	of	IN
cord-326314-9ycht8gi	179	24	complicated	complicated	JJ
cord-326314-9ycht8gi	179	25	questions	question	NNS
cord-326314-9ycht8gi	179	26	surrounding	surround	VBG
cord-326314-9ycht8gi	179	27	COVID-19	covid-19	CD
cord-326314-9ycht8gi	179	28	.	.	.
cord-326314-9ycht8gi	180	1	Thank	thank	VBP
cord-326314-9ycht8gi	180	2	you	-PRON-	PRP
cord-326314-9ycht8gi	180	3	to	to	IN
cord-326314-9ycht8gi	180	4	Patrick	Patrick	NNP
cord-326314-9ycht8gi	180	5	Clay	Clay	NNP
cord-326314-9ycht8gi	180	6	from	from	IN
cord-326314-9ycht8gi	180	7	the	the	DT
cord-326314-9ycht8gi	180	8	University	University	NNP
cord-326314-9ycht8gi	180	9	of	of	IN
cord-326314-9ycht8gi	180	10	Michigan	Michigan	NNP
cord-326314-9ycht8gi	180	11	for	for	IN
cord-326314-9ycht8gi	180	12	discussions	discussion	NNS
cord-326314-9ycht8gi	180	13	on	on	IN
cord-326314-9ycht8gi	180	14	inferring	infer	VBG
cord-326314-9ycht8gi	180	15	exposure	exposure	NN
cord-326314-9ycht8gi	180	16	rates	rate	NNS
cord-326314-9ycht8gi	180	17	given	give	VBN
cord-326314-9ycht8gi	180	18	social	social	JJ
cord-326314-9ycht8gi	180	19	distancing	distancing	NN
cord-326314-9ycht8gi	180	20	protocols	protocol	NNS
cord-326314-9ycht8gi	180	21	.	.	.
cord-326314-9ycht8gi	181	1	and	and	CC
cord-326314-9ycht8gi	181	2	f	f	LS
cord-326314-9ycht8gi	181	3	severe	severe	JJ
cord-326314-9ycht8gi	181	4	are	be	VBP
cord-326314-9ycht8gi	181	5	constant	constant	JJ
cord-326314-9ycht8gi	181	6	numbers	number	NNS
cord-326314-9ycht8gi	181	7	,	,	,
cord-326314-9ycht8gi	181	8	as	as	IN
cord-326314-9ycht8gi	181	9	they	-PRON-	PRP
cord-326314-9ycht8gi	181	10	are	be	VBP
cord-326314-9ycht8gi	181	11	assumed	assume	VBN
cord-326314-9ycht8gi	181	12	to	to	TO
cord-326314-9ycht8gi	181	13	reflect	reflect	VB
cord-326314-9ycht8gi	181	14	an	an	DT
cord-326314-9ycht8gi	181	15	intrinsic	intrinsic	JJ
cord-326314-9ycht8gi	181	16	property	property	NN
cord-326314-9ycht8gi	181	17	of	of	IN
cord-326314-9ycht8gi	181	18	the	the	DT
cord-326314-9ycht8gi	181	19	disease	disease	NN
cord-326314-9ycht8gi	181	20	.	.	.
cord-326314-9ycht8gi	182	1	The	the	DT
cord-326314-9ycht8gi	182	2	detection	detection	NN
cord-326314-9ycht8gi	182	3	probability	probability	NN
cord-326314-9ycht8gi	182	4	of	of	IN
cord-326314-9ycht8gi	182	5	asymptomatic	asymptomatic	JJ
cord-326314-9ycht8gi	182	6	cases	case	NNS
cord-326314-9ycht8gi	182	7	is	be	VBZ
cord-326314-9ycht8gi	182	8	taken	take	VBN
cord-326314-9ycht8gi	182	9	to	to	TO
cord-326314-9ycht8gi	182	10	be	be	VB
cord-326314-9ycht8gi	182	11	known	know	VBN
cord-326314-9ycht8gi	182	12	and	and	CC
cord-326314-9ycht8gi	182	13	zero	zero	CD
cord-326314-9ycht8gi	182	14	.	.	.
cord-326314-9ycht8gi	183	1	[	[	-LRB-
cord-326314-9ycht8gi	183	2	40	40	CD
cord-326314-9ycht8gi	183	3	]	]	-RRB-
cord-326314-9ycht8gi	183	4	and	and	CC
cord-326314-9ycht8gi	183	5	[	[	-LRB-
cord-326314-9ycht8gi	183	6	41	41	CD
cord-326314-9ycht8gi	183	7	]	]	-RRB-
cord-326314-9ycht8gi	183	8	.	.	.
cord-326314-9ycht8gi	184	1	For	for	IN
cord-326314-9ycht8gi	184	2	Experiments	experiment	NNS
cord-326314-9ycht8gi	184	3	i	i	PRP
cord-326314-9ycht8gi	184	4	and	and	CC
cord-326314-9ycht8gi	184	5	iv	iv	NNP
cord-326314-9ycht8gi	184	6	,	,	,
cord-326314-9ycht8gi	184	7	the	the	DT
cord-326314-9ycht8gi	184	8	reported	report	VBN
cord-326314-9ycht8gi	184	9	numbers	number	NNS
cord-326314-9ycht8gi	184	10	are	be	VBP
cord-326314-9ycht8gi	184	11	taken	take	VBN
cord-326314-9ycht8gi	184	12	from	from	IN
cord-326314-9ycht8gi	184	13	the	the	DT
cord-326314-9ycht8gi	184	14	annealing	anneal	VBG
cord-326314-9ycht8gi	184	15	iteration	iteration	NN
cord-326314-9ycht8gi	184	16	with	with	IN
cord-326314-9ycht8gi	184	17	a	a	DT
cord-326314-9ycht8gi	184	18	value	value	NN
cord-326314-9ycht8gi	184	19	of	of	IN
cord-326314-9ycht8gi	184	20	parameter	parameter	NN
cord-326314-9ycht8gi	184	21	β	β	NN
cord-326314-9ycht8gi	184	22	of	of	IN
cord-326314-9ycht8gi	184	23	32	32	CD
cord-326314-9ycht8gi	184	24	and	and	CC
cord-326314-9ycht8gi	184	25	40	40	CD
cord-326314-9ycht8gi	184	26	,	,	,
cord-326314-9ycht8gi	184	27	respectively	respectively	RB
cord-326314-9ycht8gi	184	28	:	:	:
cord-326314-9ycht8gi	184	29	once	once	IN
cord-326314-9ycht8gi	184	30	the	the	DT
cord-326314-9ycht8gi	184	31	deterministic	deterministic	JJ
cord-326314-9ycht8gi	184	32	limit	limit	NN
cord-326314-9ycht8gi	184	33	has	have	VBZ
cord-326314-9ycht8gi	184	34	been	be	VBN
cord-326314-9ycht8gi	184	35	reached	reach	VBN
cord-326314-9ycht8gi	184	36	(	(	-LRB-
cord-326314-9ycht8gi	184	37	see	see	VB
cord-326314-9ycht8gi	184	38	text	text	NN
cord-326314-9ycht8gi	184	39	)	)	-RRB-
cord-326314-9ycht8gi	184	40	.	.	.
cord-326314-9ycht8gi	185	1	For	for	IN
cord-326314-9ycht8gi	185	2	Experiment	Experiment	NNP
cord-326314-9ycht8gi	185	3	ii	ii	NNP
cord-326314-9ycht8gi	185	4	,	,	,
cord-326314-9ycht8gi	185	5	an	an	DT
cord-326314-9ycht8gi	185	6	attempt	attempt	NN
cord-326314-9ycht8gi	185	7	was	be	VBD
cord-326314-9ycht8gi	185	8	made	make	VBN
cord-326314-9ycht8gi	185	9	to	to	TO
cord-326314-9ycht8gi	185	10	retrieve	retrieve	VB
cord-326314-9ycht8gi	185	11	parameter	parameter	NN
cord-326314-9ycht8gi	185	12	estimates	estimate	NNS
cord-326314-9ycht8gi	185	13	at	at	IN
cord-326314-9ycht8gi	185	14	β	β	NN
cord-326314-9ycht8gi	185	15	=	=	SYM
cord-326314-9ycht8gi	185	16	2	2	CD
cord-326314-9ycht8gi	185	17	;	;	:
cord-326314-9ycht8gi	185	18	that	that	DT
cord-326314-9ycht8gi	185	19	is	be	VBZ
cord-326314-9ycht8gi	185	20	:	:	:
cord-326314-9ycht8gi	185	21	before	before	IN
cord-326314-9ycht8gi	185	22	the	the	DT
cord-326314-9ycht8gi	185	23	solution	solution	NN
cord-326314-9ycht8gi	185	24	grows	grow	VBZ
cord-326314-9ycht8gi	185	25	unstable	unstable	JJ
cord-326314-9ycht8gi	185	26	exponentially	exponentially	RB
cord-326314-9ycht8gi	185	27	(	(	-LRB-
cord-326314-9ycht8gi	185	28	see	see	VB
cord-326314-9ycht8gi	185	29	Figure	figure	NN
cord-326314-9ycht8gi	185	30	5	5	CD
cord-326314-9ycht8gi	185	31	)	)	-RRB-
cord-326314-9ycht8gi	185	32	.	.	.
cord-326314-9ycht8gi	186	1	See	see	VB
cord-326314-9ycht8gi	186	2	specific	specific	JJ
cord-326314-9ycht8gi	186	3	subsections	subsection	NNS
cord-326314-9ycht8gi	186	4	for	for	IN
cord-326314-9ycht8gi	186	5	details	detail	NNS
cord-326314-9ycht8gi	186	6	of	of	IN
cord-326314-9ycht8gi	186	7	each	each	DT
cord-326314-9ycht8gi	186	8	experiment	experiment	NN
cord-326314-9ycht8gi	186	9	.	.	.
cord-326314-9ycht8gi	186	10	 	 	_SP
cord-326314-9ycht8gi	187	1	The	the	DT
cord-326314-9ycht8gi	187	2	blue	blue	JJ
cord-326314-9ycht8gi	187	3	notation	notation	NN
cord-326314-9ycht8gi	187	4	specified	specify	VBN
cord-326314-9ycht8gi	187	5	by	by	IN
cord-326314-9ycht8gi	187	6	overbrackets	overbracket	NNS
cord-326314-9ycht8gi	187	7	denotes	denote	VBZ
cord-326314-9ycht8gi	187	8	the	the	DT
cord-326314-9ycht8gi	187	9	correspondence	correspondence	NN
cord-326314-9ycht8gi	187	10	of	of	IN
cord-326314-9ycht8gi	187	11	specific	specific	JJ
cord-326314-9ycht8gi	187	12	terms	term	NNS
cord-326314-9ycht8gi	187	13	to	to	IN
cord-326314-9ycht8gi	187	14	the	the	DT
cord-326314-9ycht8gi	187	15	reactions	reaction	NNS
cord-326314-9ycht8gi	187	16	between	between	IN
cord-326314-9ycht8gi	187	17	the	the	DT
cord-326314-9ycht8gi	187	18	populations	population	NNS
cord-326314-9ycht8gi	187	19	depicted	depict	VBN
cord-326314-9ycht8gi	187	20	in	in	IN
cord-326314-9ycht8gi	187	21	Figure	figure	NN
cord-326314-9ycht8gi	187	22	1	1	CD
cord-326314-9ycht8gi	187	23	.	.	.
cord-326314-9ycht8gi	188	1	J	J	NNP
cord-326314-9ycht8gi	188	2	o	o	NN
cord-326314-9ycht8gi	188	3	u	u	NN
cord-326314-9ycht8gi	188	4	r	r	NN
cord-326314-9ycht8gi	188	5	n	n	NN
cord-326314-9ycht8gi	188	6	a	a	DT
cord-326314-9ycht8gi	188	7	l	l	NN
cord-326314-9ycht8gi	188	8	P	p	NN
cord-326314-9ycht8gi	188	9	r	r	NN
cord-326314-9ycht8gi	188	10	e	e	NN
cord-326314-9ycht8gi	188	11	-p	-p	NN
cord-326314-9ycht8gi	188	12	r	r	NN
cord-326314-9ycht8gi	189	1	o	o	UH
cord-326314-9ycht8gi	189	2	o	o	NN
cord-326314-9ycht8gi	189	3	f	f	NN
cord-326314-9ycht8gi	190	1	t	t	NNP
cord-326314-9ycht8gi	190	2	D	D	NNP
cord-326314-9ycht8gi	190	3	Time	Time	NNP
cord-326314-9ycht8gi	190	4	from	from	IN
cord-326314-9ycht8gi	190	5	entering	enter	VBG
cord-326314-9ycht8gi	190	6	critical	critical	JJ
cord-326314-9ycht8gi	190	7	care	care	NN
cord-326314-9ycht8gi	190	8	to	to	IN
cord-326314-9ycht8gi	190	9	death	death	NN
cord-326314-9ycht8gi	190	10	,	,	,
cord-326314-9ycht8gi	190	11	for	for	IN
cord-326314-9ycht8gi	190	12	severe	severe	JJ
cord-326314-9ycht8gi	190	13	symptomatics	symptomatic	NNS
cord-326314-9ycht8gi	190	14	5.0	5.0	CD
cord-326314-9ycht8gi	190	15	[	[	-LRB-
cord-326314-9ycht8gi	190	16	50	50	CD
cord-326314-9ycht8gi	190	17	]	]	-RRB-
cord-326314-9ycht8gi	191	1	a	a	DT
cord-326314-9ycht8gi	191	2	As	as	IN
cord-326314-9ycht8gi	191	3	described	describe	VBN
cord-326314-9ycht8gi	191	4	in	in	IN
cord-326314-9ycht8gi	191	5	[	[	-LRB-
cord-326314-9ycht8gi	191	6	45	45	CD
cord-326314-9ycht8gi	191	7	]	]	-RRB-
cord-326314-9ycht8gi	191	8	,	,	,
cord-326314-9ycht8gi	191	9	viral	viral	JJ
cord-326314-9ycht8gi	191	10	load	load	NN
cord-326314-9ycht8gi	191	11	can	can	MD
cord-326314-9ycht8gi	191	12	be	be	VB
cord-326314-9ycht8gi	191	13	high	high	JJ
cord-326314-9ycht8gi	191	14	and	and	CC
cord-326314-9ycht8gi	191	15	detectable	detectable	JJ
cord-326314-9ycht8gi	191	16	for	for	IN
cord-326314-9ycht8gi	191	17	up	up	IN
cord-326314-9ycht8gi	191	18	to	to	TO
cord-326314-9ycht8gi	191	19	20	20	CD
cord-326314-9ycht8gi	191	20	days	day	NNS
cord-326314-9ycht8gi	191	21	.	.	.
cord-326314-9ycht8gi	192	1	We	-PRON-	PRP
cord-326314-9ycht8gi	192	2	choose	choose	VBP
cord-326314-9ycht8gi	192	3	a	a	DT
cord-326314-9ycht8gi	192	4	shorter	short	JJR
cord-326314-9ycht8gi	192	5	duration	duration	NN
cord-326314-9ycht8gi	192	6	of	of	IN
cord-326314-9ycht8gi	192	7	infectiousness	infectiousness	NN
cord-326314-9ycht8gi	192	8	to	to	TO
cord-326314-9ycht8gi	192	9	capture	capture	VB
cord-326314-9ycht8gi	192	10	the	the	DT
cord-326314-9ycht8gi	192	11	time	time	NN
cord-326314-9ycht8gi	192	12	during	during	IN
cord-326314-9ycht8gi	192	13	which	which	WDT
cord-326314-9ycht8gi	192	14	transmissibility	transmissibility	NN
cord-326314-9ycht8gi	192	15	is	be	VBZ
cord-326314-9ycht8gi	192	16	highest	high	JJS
cord-326314-9ycht8gi	192	17	.	.	.
cord-326314-9ycht8gi	193	1	J	J	NNP
cord-326314-9ycht8gi	193	2	o	o	NN
cord-326314-9ycht8gi	193	3	u	u	NN
cord-326314-9ycht8gi	193	4	r	r	NN
cord-326314-9ycht8gi	193	5	n	n	NN
cord-326314-9ycht8gi	193	6	a	a	DT
cord-326314-9ycht8gi	193	7	l	l	NN
cord-326314-9ycht8gi	193	8	P	p	NN
cord-326314-9ycht8gi	193	9	r	r	NN
cord-326314-9ycht8gi	193	10	e	e	NN
cord-326314-9ycht8gi	193	11	-p	-p	NN
cord-326314-9ycht8gi	194	1	r	r	NN
cord-326314-9ycht8gi	194	2	o	o	NN
cord-326314-9ycht8gi	194	3	o	o	NN
cord-326314-9ycht8gi	194	4	f	f	NN
cord-326314-9ycht8gi	194	5	Appendix	Appendix	NNP
cord-326314-9ycht8gi	194	6	B	B	NNP
cord-326314-9ycht8gi	194	7	:	:	:
cord-326314-9ycht8gi	195	1	Unknown	unknown	JJ
cord-326314-9ycht8gi	195	2	time	time	NN
cord-326314-9ycht8gi	195	3	-	-	HYPH
cord-326314-9ycht8gi	195	4	varying	vary	VBG
cord-326314-9ycht8gi	195	5	parameters	parameter	NNS
cord-326314-9ycht8gi	195	6	to	to	TO
cord-326314-9ycht8gi	195	7	be	be	VB
cord-326314-9ycht8gi	195	8	estimated	estimate	VBN
cord-326314-9ycht8gi	195	9	The	the	DT
cord-326314-9ycht8gi	195	10	unknown	unknown	JJ
cord-326314-9ycht8gi	195	11	parameters	parameter	NNS
cord-326314-9ycht8gi	195	12	assumed	assume	VBN
cord-326314-9ycht8gi	195	13	to	to	TO
cord-326314-9ycht8gi	195	14	be	be	VB
cord-326314-9ycht8gi	195	15	time	time	NN
cord-326314-9ycht8gi	195	16	-	-	HYPH
cord-326314-9ycht8gi	195	17	varying	vary	VBG
cord-326314-9ycht8gi	196	1	are	be	VBP
cord-326314-9ycht8gi	196	2	the	the	DT
cord-326314-9ycht8gi	196	3	transmission	transmission	NN
cord-326314-9ycht8gi	196	4	rate	rate	NN
cord-326314-9ycht8gi	196	5	K	K	NNP
cord-326314-9ycht8gi	196	6	i	i	NNP
cord-326314-9ycht8gi	196	7	,	,	,
cord-326314-9ycht8gi	196	8	and	and	CC
cord-326314-9ycht8gi	196	9	the	the	DT
cord-326314-9ycht8gi	196	10	detection	detection	NN
cord-326314-9ycht8gi	196	11	probabilities	probability	NNS
cord-326314-9ycht8gi	196	12	d	d	NNP
cord-326314-9ycht8gi	196	13	Sym	Sym	NNP
cord-326314-9ycht8gi	196	14	and	and	CC
cord-326314-9ycht8gi	196	15	d	d	NNP
cord-326314-9ycht8gi	196	16	Sys	Sys	NNP
cord-326314-9ycht8gi	196	17	for	for	IN
cord-326314-9ycht8gi	196	18	mild	mild	JJ
cord-326314-9ycht8gi	196	19	and	and	CC
cord-326314-9ycht8gi	196	20	severe	severe	JJ
cord-326314-9ycht8gi	196	21	symptomatic	symptomatic	JJ
cord-326314-9ycht8gi	196	22	cases	case	NNS
cord-326314-9ycht8gi	196	23	,	,	,
cord-326314-9ycht8gi	196	24	respectively	respectively	RB
cord-326314-9ycht8gi	196	25	.	.	.
cord-326314-9ycht8gi	197	1	The	the	DT
cord-326314-9ycht8gi	197	2	transmission	transmission	NN
cord-326314-9ycht8gi	197	3	rate	rate	NN
cord-326314-9ycht8gi	197	4	in	in	IN
cord-326314-9ycht8gi	197	5	a	a	DT
cord-326314-9ycht8gi	197	6	given	give	VBN
cord-326314-9ycht8gi	197	7	population	population	NN
cord-326314-9ycht8gi	197	8	for	for	IN
cord-326314-9ycht8gi	197	9	a	a	DT
cord-326314-9ycht8gi	197	10	given	give	VBN
cord-326314-9ycht8gi	197	11	infectious	infectious	JJ
cord-326314-9ycht8gi	197	12	disease	disease	NN
cord-326314-9ycht8gi	197	13	is	be	VBZ
cord-326314-9ycht8gi	197	14	measured	measure	VBN
cord-326314-9ycht8gi	197	15	in	in	IN
cord-326314-9ycht8gi	197	16	effective	effective	JJ
cord-326314-9ycht8gi	197	17	contacts	contact	NNS
cord-326314-9ycht8gi	197	18	per	per	IN
cord-326314-9ycht8gi	197	19	unit	unit	NN
cord-326314-9ycht8gi	197	20	time	time	NN
cord-326314-9ycht8gi	197	21	.	.	.
cord-326314-9ycht8gi	198	1	This	this	DT
cord-326314-9ycht8gi	198	2	may	may	MD
cord-326314-9ycht8gi	198	3	be	be	VB
cord-326314-9ycht8gi	198	4	expressed	express	VBN
cord-326314-9ycht8gi	198	5	as	as	IN
cord-326314-9ycht8gi	198	6	the	the	DT
cord-326314-9ycht8gi	198	7	total	total	JJ
cord-326314-9ycht8gi	198	8	contact	contact	NN
cord-326314-9ycht8gi	198	9	rate	rate	NN
cord-326314-9ycht8gi	198	10	(	(	-LRB-
cord-326314-9ycht8gi	198	11	the	the	DT
cord-326314-9ycht8gi	198	12	total	total	JJ
cord-326314-9ycht8gi	198	13	number	number	NN
cord-326314-9ycht8gi	198	14	of	of	IN
cord-326314-9ycht8gi	198	15	contacts	contact	NNS
cord-326314-9ycht8gi	198	16	,	,	,
cord-326314-9ycht8gi	198	17	effective	effective	JJ
cord-326314-9ycht8gi	198	18	or	or	CC
cord-326314-9ycht8gi	198	19	not	not	RB
cord-326314-9ycht8gi	198	20	,	,	,
cord-326314-9ycht8gi	198	21	per	per	IN
cord-326314-9ycht8gi	198	22	unit	unit	NN
cord-326314-9ycht8gi	198	23	time	time	NN
cord-326314-9ycht8gi	198	24	)	)	-RRB-
cord-326314-9ycht8gi	198	25	,	,	,
cord-326314-9ycht8gi	198	26	multiplied	multiply	VBN
cord-326314-9ycht8gi	198	27	by	by	IN
cord-326314-9ycht8gi	198	28	the	the	DT
cord-326314-9ycht8gi	198	29	risk	risk	NN
cord-326314-9ycht8gi	198	30	of	of	IN
cord-326314-9ycht8gi	198	31	infection	infection	NN
cord-326314-9ycht8gi	198	32	,	,	,
cord-326314-9ycht8gi	198	33	given	give	VBN
cord-326314-9ycht8gi	198	34	contact	contact	NN
cord-326314-9ycht8gi	198	35	between	between	IN
cord-326314-9ycht8gi	198	36	an	an	DT
cord-326314-9ycht8gi	198	37	infectious	infectious	JJ
cord-326314-9ycht8gi	198	38	and	and	CC
cord-326314-9ycht8gi	198	39	a	a	DT
cord-326314-9ycht8gi	198	40	susceptible	susceptible	JJ
cord-326314-9ycht8gi	198	41	individual	individual	NN
cord-326314-9ycht8gi	198	42	.	.	.
cord-326314-9ycht8gi	199	1	The	the	DT
cord-326314-9ycht8gi	199	2	total	total	JJ
cord-326314-9ycht8gi	199	3	contact	contact	NN
cord-326314-9ycht8gi	199	4	rate	rate	NN
cord-326314-9ycht8gi	199	5	can	can	MD
cord-326314-9ycht8gi	199	6	be	be	VB
cord-326314-9ycht8gi	199	7	impacted	impact	VBN
cord-326314-9ycht8gi	199	8	by	by	IN
cord-326314-9ycht8gi	199	9	social	social	JJ
cord-326314-9ycht8gi	199	10	behavior	behavior	NN
cord-326314-9ycht8gi	199	11	.	.	.
cord-326314-9ycht8gi	200	1	In	in	IN
cord-326314-9ycht8gi	200	2	this	this	DT
cord-326314-9ycht8gi	200	3	first	first	JJ
cord-326314-9ycht8gi	200	4	employment	employment	NN
cord-326314-9ycht8gi	200	5	of	of	IN
cord-326314-9ycht8gi	200	6	SDA	SDA	NNP
cord-326314-9ycht8gi	200	7	upon	upon	IN
cord-326314-9ycht8gi	200	8	a	a	DT
cord-326314-9ycht8gi	200	9	pandemic	pandemic	JJ
cord-326314-9ycht8gi	200	10	model	model	NN
cord-326314-9ycht8gi	200	11	of	of	IN
cord-326314-9ycht8gi	200	12	such	such	JJ
cord-326314-9ycht8gi	200	13	high	high	JJ
cord-326314-9ycht8gi	200	14	dimensionality	dimensionality	NN
cord-326314-9ycht8gi	200	15	,	,	,
cord-326314-9ycht8gi	200	16	we	-PRON-	PRP
cord-326314-9ycht8gi	200	17	chose	choose	VBD
cord-326314-9ycht8gi	200	18	to	to	TO
cord-326314-9ycht8gi	200	19	represent	represent	VB
cord-326314-9ycht8gi	200	20	K	K	NNP
cord-326314-9ycht8gi	200	21	i	i	PRP
cord-326314-9ycht8gi	200	22	as	as	IN
cord-326314-9ycht8gi	200	23	a	a	DT
cord-326314-9ycht8gi	200	24	relatively	relatively	RB
cord-326314-9ycht8gi	200	25	constant	constant	JJ
cord-326314-9ycht8gi	200	26	value	value	NN
cord-326314-9ycht8gi	200	27	that	that	WDT
cord-326314-9ycht8gi	200	28	undergoes	undergo	VBZ
cord-326314-9ycht8gi	200	29	one	one	CD
cord-326314-9ycht8gi	200	30	rapid	rapid	JJ
cord-326314-9ycht8gi	200	31	transition	transition	NN
cord-326314-9ycht8gi	200	32	corresponding	correspond	VBG
cord-326314-9ycht8gi	200	33	to	to	IN
cord-326314-9ycht8gi	200	34	a	a	DT
cord-326314-9ycht8gi	200	35	single	single	JJ
cord-326314-9ycht8gi	200	36	social	social	JJ
cord-326314-9ycht8gi	200	37	distancing	distancing	NN
cord-326314-9ycht8gi	200	38	mandate	mandate	NN
cord-326314-9ycht8gi	200	39	.	.	.
cord-326314-9ycht8gi	201	1	As	as	IN
cord-326314-9ycht8gi	201	2	noted	note	VBN
cord-326314-9ycht8gi	201	3	in	in	IN
cord-326314-9ycht8gi	201	4	Experiments	experiment	NNS
cord-326314-9ycht8gi	201	5	,	,	,
cord-326314-9ycht8gi	201	6	social	social	JJ
cord-326314-9ycht8gi	201	7	distancing	distancing	NN
cord-326314-9ycht8gi	201	8	rules	rule	NNS
cord-326314-9ycht8gi	201	9	were	be	VBD
cord-326314-9ycht8gi	201	10	imposed	impose	VBN
cord-326314-9ycht8gi	201	11	in	in	IN
cord-326314-9ycht8gi	201	12	New	New	NNP
cord-326314-9ycht8gi	201	13	York	York	NNP
cord-326314-9ycht8gi	201	14	City	City	NNP
cord-326314-9ycht8gi	201	15	roughly	roughly	RB
cord-326314-9ycht8gi	201	16	25	25	CD
cord-326314-9ycht8gi	201	17	days	day	NNS
cord-326314-9ycht8gi	201	18	following	follow	VBG
cord-326314-9ycht8gi	201	19	the	the	DT
cord-326314-9ycht8gi	201	20	first	first	JJ
cord-326314-9ycht8gi	201	21	reported	report	VBN
cord-326314-9ycht8gi	201	22	case	case	NN
cord-326314-9ycht8gi	201	23	.	.	.
cord-326314-9ycht8gi	202	1	We	-PRON-	PRP
cord-326314-9ycht8gi	202	2	thus	thus	RB
cord-326314-9ycht8gi	202	3	chose	choose	VBD
cord-326314-9ycht8gi	202	4	K	K	NNP
cord-326314-9ycht8gi	202	5	i	i	PRP
cord-326314-9ycht8gi	202	6	to	to	TO
cord-326314-9ycht8gi	202	7	transition	transition	VB
cord-326314-9ycht8gi	202	8	between	between	IN
cord-326314-9ycht8gi	202	9	two	two	CD
cord-326314-9ycht8gi	202	10	relatively	relatively	RB
cord-326314-9ycht8gi	202	11	constant	constant	JJ
cord-326314-9ycht8gi	202	12	levels	level	NNS
cord-326314-9ycht8gi	202	13	,	,	,
cord-326314-9ycht8gi	202	14	roughly	roughly	RB
cord-326314-9ycht8gi	202	15	25	25	CD
cord-326314-9ycht8gi	202	16	days	day	NNS
cord-326314-9ycht8gi	202	17	following	follow	VBG
cord-326314-9ycht8gi	202	18	time	time	NN
cord-326314-9ycht8gi	202	19	t	t	NN
cord-326314-9ycht8gi	202	20	0	0	CD
cord-326314-9ycht8gi	202	21	.	.	.
cord-326314-9ycht8gi	203	1	Specifically	specifically	RB
cord-326314-9ycht8gi	203	2	,	,	,
cord-326314-9ycht8gi	203	3	we	-PRON-	PRP
cord-326314-9ycht8gi	203	4	wrote	write	VBD
cord-326314-9ycht8gi	203	5	K	K	NNP
cord-326314-9ycht8gi	203	6	i	i	PRP
cord-326314-9ycht8gi	203	7	(	(	-LRB-
cord-326314-9ycht8gi	203	8	t	t	NN
cord-326314-9ycht8gi	203	9	)	)	-RRB-
cord-326314-9ycht8gi	204	1	[	[	-LRB-
cord-326314-9ycht8gi	204	2	51	51	CD
cord-326314-9ycht8gi	204	3	]	]	-RRB-
cord-326314-9ycht8gi	204	4	as	as	IN
cord-326314-9ycht8gi	204	5	:	:	:
cord-326314-9ycht8gi	204	6	The	the	DT
cord-326314-9ycht8gi	204	7	parameter	parameter	NN
cord-326314-9ycht8gi	204	8	T	t	NN
cord-326314-9ycht8gi	204	9	was	be	VBD
cord-326314-9ycht8gi	204	10	set	set	VBN
cord-326314-9ycht8gi	204	11	to	to	IN
cord-326314-9ycht8gi	204	12	25	25	CD
cord-326314-9ycht8gi	204	13	,	,	,
cord-326314-9ycht8gi	204	14	beginning	begin	VBG
cord-326314-9ycht8gi	204	15	four	four	CD
cord-326314-9ycht8gi	204	16	days	day	NNS
cord-326314-9ycht8gi	204	17	prior	prior	RB
cord-326314-9ycht8gi	204	18	to	to	IN
cord-326314-9ycht8gi	204	19	the	the	DT
cord-326314-9ycht8gi	204	20	first	first	JJ
cord-326314-9ycht8gi	204	21	report	report	NN
cord-326314-9ycht8gi	204	22	of	of	IN
cord-326314-9ycht8gi	204	23	a	a	DT
cord-326314-9ycht8gi	204	24	detection	detection	NN
cord-326314-9ycht8gi	204	25	in	in	IN
cord-326314-9ycht8gi	204	26	NYC	NYC	NNP
cord-326314-9ycht8gi	204	27	[	[	-LRB-
cord-326314-9ycht8gi	204	28	35	35	CD
cord-326314-9ycht8gi	204	29	]	]	-RRB-
cord-326314-9ycht8gi	204	30	to	to	IN
cord-326314-9ycht8gi	204	31	the	the	DT
cord-326314-9ycht8gi	204	32	imposition	imposition	NN
cord-326314-9ycht8gi	204	33	of	of	IN
cord-326314-9ycht8gi	204	34	a	a	DT
cord-326314-9ycht8gi	204	35	stay	stay	VB
cord-326314-9ycht8gi	204	36	-	-	HYPH
cord-326314-9ycht8gi	204	37	home	home	NN
cord-326314-9ycht8gi	204	38	order	order	NN
cord-326314-9ycht8gi	204	39	in	in	IN
cord-326314-9ycht8gi	204	40	NYC	NYC	NNP
cord-326314-9ycht8gi	204	41	on	on	IN
cord-326314-9ycht8gi	204	42	March	March	NNP
cord-326314-9ycht8gi	204	43	22	22	CD
cord-326314-9ycht8gi	204	44	[	[	-LRB-
cord-326314-9ycht8gi	204	45	39	39	CD
cord-326314-9ycht8gi	204	46	]	]	-RRB-
cord-326314-9ycht8gi	204	47	.	.	.
cord-326314-9ycht8gi	205	1	The	the	DT
cord-326314-9ycht8gi	205	2	parameter	parameter	NN
cord-326314-9ycht8gi	205	3	s	s	NN
cord-326314-9ycht8gi	205	4	governs	govern	VBZ
cord-326314-9ycht8gi	205	5	the	the	DT
cord-326314-9ycht8gi	205	6	steepness	steepness	NN
cord-326314-9ycht8gi	205	7	of	of	IN
cord-326314-9ycht8gi	205	8	the	the	DT
cord-326314-9ycht8gi	205	9	transformation	transformation	NN
cord-326314-9ycht8gi	205	10	,	,	,
cord-326314-9ycht8gi	205	11	and	and	CC
cord-326314-9ycht8gi	205	12	was	be	VBD
cord-326314-9ycht8gi	205	13	set	set	VBN
cord-326314-9ycht8gi	205	14	to	to	IN
cord-326314-9ycht8gi	205	15	10	10	CD
cord-326314-9ycht8gi	205	16	.	.	.
cord-326314-9ycht8gi	206	1	Parameters	parameter	NNS
cord-326314-9ycht8gi	206	2	f	f	NNP
cord-326314-9ycht8gi	206	3	and	and	CC
cord-326314-9ycht8gi	206	4	ξ	ξ	NNS
cord-326314-9ycht8gi	206	5	were	be	VBD
cord-326314-9ycht8gi	206	6	then	then	RB
cord-326314-9ycht8gi	206	7	adjusted	adjust	VBN
cord-326314-9ycht8gi	206	8	to	to	IN
cord-326314-9ycht8gi	206	9	1.2	1.2	CD
cord-326314-9ycht8gi	206	10	and	and	CC
cord-326314-9ycht8gi	206	11	1.5	1.5	CD
cord-326314-9ycht8gi	206	12	,	,	,
cord-326314-9ycht8gi	206	13	to	to	TO
cord-326314-9ycht8gi	206	14	achieve	achieve	VB
cord-326314-9ycht8gi	206	15	a	a	DT
cord-326314-9ycht8gi	206	16	transition	transition	NN
cord-326314-9ycht8gi	206	17	from	from	IN
cord-326314-9ycht8gi	206	18	about	about	IN
cord-326314-9ycht8gi	206	19	1.4	1.4	CD
cord-326314-9ycht8gi	206	20	to	to	IN
cord-326314-9ycht8gi	206	21	0.3	0.3	CD
cord-326314-9ycht8gi	206	22	.	.	.
cord-326314-9ycht8gi	207	1	For	for	IN
cord-326314-9ycht8gi	207	2	detection	detection	NN
cord-326314-9ycht8gi	207	3	probabilities	probability	NNS
cord-326314-9ycht8gi	207	4	d	d	NN
cord-326314-9ycht8gi	207	5	Sym	Sym	NNP
cord-326314-9ycht8gi	207	6	and	and	CC
cord-326314-9ycht8gi	207	7	d	d	NNP
cord-326314-9ycht8gi	207	8	Sys	Sys	NNP
cord-326314-9ycht8gi	207	9	,	,	,
cord-326314-9ycht8gi	207	10	a	a	DT
cord-326314-9ycht8gi	207	11	linear	linear	JJ
cord-326314-9ycht8gi	207	12	and	and	CC
cord-326314-9ycht8gi	207	13	quadratic	quadratic	JJ
cord-326314-9ycht8gi	207	14	form	form	NN
cord-326314-9ycht8gi	207	15	,	,	,
cord-326314-9ycht8gi	207	16	respectively	respectively	RB
cord-326314-9ycht8gi	207	17	,	,	,
cord-326314-9ycht8gi	207	18	were	be	VBD
cord-326314-9ycht8gi	207	19	chosen	choose	VBN
cord-326314-9ycht8gi	207	20	to	to	TO
cord-326314-9ycht8gi	207	21	preclude	preclude	VB
cord-326314-9ycht8gi	207	22	symmetries	symmetry	NNS
cord-326314-9ycht8gi	207	23	,	,	,
cord-326314-9ycht8gi	207	24	and	and	CC
cord-326314-9ycht8gi	207	25	both	both	DT
cord-326314-9ycht8gi	207	26	were	be	VBD
cord-326314-9ycht8gi	207	27	optimistically	optimistically	RB
cord-326314-9ycht8gi	207	28	taken	take	VBN
cord-326314-9ycht8gi	207	29	to	to	TO
cord-326314-9ycht8gi	207	30	increase	increase	VB
cord-326314-9ycht8gi	207	31	with	with	IN
cord-326314-9ycht8gi	207	32	time	time	NN
cord-326314-9ycht8gi	207	33	:	:	:
cord-326314-9ycht8gi	208	1	dSym(t	dSym(t	NNP
cord-326314-9ycht8gi	208	2	)	)	-RRB-
cord-326314-9ycht8gi	208	3	=	=	SYM
cord-326314-9ycht8gi	208	4	0.2	0.2	CD
cord-326314-9ycht8gi	208	5	·	·	NFP
cord-326314-9ycht8gi	208	6	t	t	NNP
cord-326314-9ycht8gi	208	7	dSys(t	dSys(t	NNP
cord-326314-9ycht8gi	208	8	)	)	-RRB-
cord-326314-9ycht8gi	209	1	=	=	NFP
cord-326314-9ycht8gi	210	1	0.1	0.1	NFP
cord-326314-9ycht8gi	210	2	·	·	NFP
cord-326314-9ycht8gi	210	3	t	t	NN
cord-326314-9ycht8gi	210	4	2	2	CD
cord-326314-9ycht8gi	211	1	Finally	finally	RB
cord-326314-9ycht8gi	211	2	,	,	,
cord-326314-9ycht8gi	211	3	each	each	DT
cord-326314-9ycht8gi	211	4	time	time	NN
cord-326314-9ycht8gi	211	5	series	series	NN
cord-326314-9ycht8gi	211	6	was	be	VBD
cord-326314-9ycht8gi	211	7	normalized	normalize	VBN
cord-326314-9ycht8gi	211	8	to	to	IN
cord-326314-9ycht8gi	211	9	the	the	DT
cord-326314-9ycht8gi	211	10	range	range	NN
cord-326314-9ycht8gi	211	11	:	:	:
cord-326314-9ycht8gi	211	12	[	[	-LRB-
cord-326314-9ycht8gi	211	13	0:1	0:1	NNP
cord-326314-9ycht8gi	211	14	]	]	-RRB-
cord-326314-9ycht8gi	211	15	,	,	,
cord-326314-9ycht8gi	211	16	via	via	IN
cord-326314-9ycht8gi	211	17	division	division	NN
cord-326314-9ycht8gi	211	18	by	by	IN
cord-326314-9ycht8gi	211	19	their	-PRON-	PRP$
cord-326314-9ycht8gi	211	20	respective	respective	JJ
cord-326314-9ycht8gi	211	21	maximum	maximum	JJ
cord-326314-9ycht8gi	211	22	values	value	NNS
cord-326314-9ycht8gi	211	23	.	.	.
cord-326314-9ycht8gi	212	1	The	the	DT
cord-326314-9ycht8gi	212	2	simulated	simulated	JJ
cord-326314-9ycht8gi	212	3	data	datum	NNS
cord-326314-9ycht8gi	212	4	were	be	VBD
cord-326314-9ycht8gi	212	5	generated	generate	VBN
cord-326314-9ycht8gi	212	6	by	by	IN
cord-326314-9ycht8gi	212	7	integrating	integrate	VBG
cord-326314-9ycht8gi	212	8	the	the	DT
cord-326314-9ycht8gi	212	9	reaction	reaction	NN
cord-326314-9ycht8gi	212	10	equations	equation	NNS
cord-326314-9ycht8gi	212	11	(	(	-LRB-
cord-326314-9ycht8gi	212	12	Appendix	Appendix	NNP
cord-326314-9ycht8gi	212	13	A	A	NNP
cord-326314-9ycht8gi	212	14	)	)	-RRB-
cord-326314-9ycht8gi	212	15	via	via	IN
cord-326314-9ycht8gi	212	16	a	a	DT
cord-326314-9ycht8gi	212	17	fourth	fourth	JJ
cord-326314-9ycht8gi	212	18	-	-	HYPH
cord-326314-9ycht8gi	212	19	order	order	NN
cord-326314-9ycht8gi	212	20	adaptive	adaptive	JJ
cord-326314-9ycht8gi	212	21	Runge	Runge	NNP
cord-326314-9ycht8gi	212	22	-	-	HYPH
cord-326314-9ycht8gi	212	23	Kutta	Kutta	NNP
cord-326314-9ycht8gi	212	24	method	method	NN
cord-326314-9ycht8gi	212	25	encoded	encode	VBN
cord-326314-9ycht8gi	212	26	in	in	IN
cord-326314-9ycht8gi	212	27	the	the	DT
cord-326314-9ycht8gi	212	28	Python	Python	NNP
cord-326314-9ycht8gi	212	29	package	package	NN
cord-326314-9ycht8gi	212	30	odeINT	odeint	RB
cord-326314-9ycht8gi	212	31	.	.	.
cord-326314-9ycht8gi	213	1	A	a	DT
cord-326314-9ycht8gi	213	2	step	step	NN
cord-326314-9ycht8gi	213	3	size	size	NN
cord-326314-9ycht8gi	213	4	of	of	IN
cord-326314-9ycht8gi	213	5	one	one	CD
cord-326314-9ycht8gi	213	6	(	(	-LRB-
cord-326314-9ycht8gi	213	7	day	day	NN
cord-326314-9ycht8gi	213	8	)	)	-RRB-
cord-326314-9ycht8gi	213	9	was	be	VBD
cord-326314-9ycht8gi	213	10	used	use	VBN
cord-326314-9ycht8gi	213	11	to	to	TO
cord-326314-9ycht8gi	213	12	record	record	VB
cord-326314-9ycht8gi	213	13	the	the	DT
cord-326314-9ycht8gi	213	14	output	output	NN
cord-326314-9ycht8gi	213	15	.	.	.
cord-326314-9ycht8gi	214	1	Except	except	IN
cord-326314-9ycht8gi	214	2	for	for	IN
cord-326314-9ycht8gi	214	3	the	the	DT
cord-326314-9ycht8gi	214	4	one	one	CD
cord-326314-9ycht8gi	214	5	instance	instance	NN
cord-326314-9ycht8gi	214	6	noted	note	VBN
cord-326314-9ycht8gi	214	7	in	in	IN
cord-326314-9ycht8gi	214	8	Results	result	NNS
cord-326314-9ycht8gi	214	9	regarding	regard	VBG
cord-326314-9ycht8gi	215	1	Experiment	experiment	NN
cord-326314-9ycht8gi	215	2	i	i	PRP
cord-326314-9ycht8gi	215	3	,	,	,
cord-326314-9ycht8gi	215	4	we	-PRON-	PRP
cord-326314-9ycht8gi	215	5	did	do	VBD
cord-326314-9ycht8gi	215	6	not	not	RB
cord-326314-9ycht8gi	215	7	examine	examine	VB
cord-326314-9ycht8gi	215	8	the	the	DT
cord-326314-9ycht8gi	215	9	sensitivity	sensitivity	NN
cord-326314-9ycht8gi	215	10	of	of	IN
cord-326314-9ycht8gi	215	11	estimations	estimation	NNS
cord-326314-9ycht8gi	215	12	to	to	IN
cord-326314-9ycht8gi	215	13	the	the	DT
cord-326314-9ycht8gi	215	14	temporal	temporal	JJ
cord-326314-9ycht8gi	215	15	sparsity	sparsity	NN
cord-326314-9ycht8gi	215	16	of	of	IN
cord-326314-9ycht8gi	215	17	measurements	measurement	NNS
cord-326314-9ycht8gi	215	18	.	.	.
cord-326314-9ycht8gi	216	1	The	the	DT
cord-326314-9ycht8gi	216	2	initial	initial	JJ
cord-326314-9ycht8gi	216	3	conditions	condition	NNS
cord-326314-9ycht8gi	216	4	on	on	IN
cord-326314-9ycht8gi	216	5	the	the	DT
cord-326314-9ycht8gi	216	6	populations	population	NNS
cord-326314-9ycht8gi	216	7	were	be	VBD
cord-326314-9ycht8gi	216	8	:	:	:
cord-326314-9ycht8gi	216	9	S	s	NN
cord-326314-9ycht8gi	216	10	0	0	CD
cord-326314-9ycht8gi	216	11	=	=	NFP
cord-326314-9ycht8gi	217	1	N	N	NNP
cord-326314-9ycht8gi	217	2	−	−	NN
cord-326314-9ycht8gi	217	3	1	1	CD
cord-326314-9ycht8gi	218	1	(	(	-LRB-
cord-326314-9ycht8gi	218	2	where	where	WRB
cord-326314-9ycht8gi	218	3	N	N	NNP
cord-326314-9ycht8gi	218	4	is	be	VBZ
cord-326314-9ycht8gi	218	5	the	the	DT
cord-326314-9ycht8gi	218	6	total	total	JJ
cord-326314-9ycht8gi	218	7	population	population	NN
cord-326314-9ycht8gi	218	8	)	)	-RRB-
cord-326314-9ycht8gi	218	9	,	,	.
cord-326314-9ycht8gi	219	1	As	as	IN
cord-326314-9ycht8gi	219	2	0	0	CD
cord-326314-9ycht8gi	219	3	=	=	SYM
cord-326314-9ycht8gi	219	4	1	1	CD
cord-326314-9ycht8gi	219	5	,	,	,
cord-326314-9ycht8gi	219	6	and	and	CC
cord-326314-9ycht8gi	219	7	zero	zero	CD
cord-326314-9ycht8gi	219	8	for	for	IN
cord-326314-9ycht8gi	219	9	all	all	DT
cord-326314-9ycht8gi	219	10	others	other	NNS
cord-326314-9ycht8gi	219	11	.	.	.
cord-326314-9ycht8gi	220	1	For	for	IN
cord-326314-9ycht8gi	220	2	the	the	DT
cord-326314-9ycht8gi	220	3	noise	noise	NN
cord-326314-9ycht8gi	220	4	experiments	experiment	NNS
cord-326314-9ycht8gi	220	5	,	,	,
cord-326314-9ycht8gi	220	6	the	the	DT
cord-326314-9ycht8gi	220	7	noise	noise	NN
cord-326314-9ycht8gi	220	8	added	add	VBN
cord-326314-9ycht8gi	220	9	to	to	IN
cord-326314-9ycht8gi	220	10	the	the	DT
cord-326314-9ycht8gi	220	11	simulated	simulated	JJ
cord-326314-9ycht8gi	220	12	Sym	sym	NN
cord-326314-9ycht8gi	220	13	det	det	NN
cord-326314-9ycht8gi	220	14	,	,	,
cord-326314-9ycht8gi	220	15	Sys	Sys	NNP
cord-326314-9ycht8gi	220	16	det	det	NNP
cord-326314-9ycht8gi	220	17	,	,	,
cord-326314-9ycht8gi	220	18	and	and	CC
cord-326314-9ycht8gi	220	19	R	R	NNP
cord-326314-9ycht8gi	220	20	data	datum	NNS
cord-326314-9ycht8gi	220	21	were	be	VBD
cord-326314-9ycht8gi	220	22	generated	generate	VBN
cord-326314-9ycht8gi	220	23	by	by	IN
cord-326314-9ycht8gi	220	24	Python	Python	NNP
cord-326314-9ycht8gi	220	25	's	's	POS
cord-326314-9ycht8gi	220	26	numpy.random.normal	numpy.random.normal	JJ
cord-326314-9ycht8gi	220	27	package	package	NN
cord-326314-9ycht8gi	220	28	,	,	,
cord-326314-9ycht8gi	220	29	which	which	WDT
cord-326314-9ycht8gi	220	30	defines	define	VBZ
cord-326314-9ycht8gi	220	31	a	a	DT
cord-326314-9ycht8gi	220	32	normal	normal	JJ
cord-326314-9ycht8gi	220	33	distribution	distribution	NN
cord-326314-9ycht8gi	220	34	of	of	IN
cord-326314-9ycht8gi	220	35	noise	noise	NN
cord-326314-9ycht8gi	220	36	.	.	.
cord-326314-9ycht8gi	221	1	For	for	IN
cord-326314-9ycht8gi	221	2	the	the	DT
cord-326314-9ycht8gi	221	3	"	"	``
cord-326314-9ycht8gi	221	4	low	low	JJ
cord-326314-9ycht8gi	221	5	-	-	HYPH
cord-326314-9ycht8gi	221	6	noise	noise	NN
cord-326314-9ycht8gi	221	7	"	"	''
cord-326314-9ycht8gi	221	8	24	24	CD
cord-326314-9ycht8gi	221	9	J	J	NNP
cord-326314-9ycht8gi	221	10	o	o	NN
cord-326314-9ycht8gi	221	11	u	u	NN
cord-326314-9ycht8gi	221	12	r	r	NN
cord-326314-9ycht8gi	221	13	n	n	NN
cord-326314-9ycht8gi	221	14	a	a	DT
cord-326314-9ycht8gi	221	15	l	l	NN
cord-326314-9ycht8gi	221	16	P	p	NN
cord-326314-9ycht8gi	221	17	r	r	NN
cord-326314-9ycht8gi	221	18	e	e	NN
cord-326314-9ycht8gi	222	1	-p	-p	:
cord-326314-9ycht8gi	223	1	r	r	NNP
cord-326314-9ycht8gi	223	2	o	o	NN
cord-326314-9ycht8gi	223	3	o	o	NN
cord-326314-9ycht8gi	223	4	f	f	NN
cord-326314-9ycht8gi	223	5	experiments	experiment	NNS
cord-326314-9ycht8gi	223	6	,	,	,
cord-326314-9ycht8gi	223	7	we	-PRON-	PRP
cord-326314-9ycht8gi	223	8	set	set	VBD
cord-326314-9ycht8gi	223	9	the	the	DT
cord-326314-9ycht8gi	223	10	standard	standard	JJ
cord-326314-9ycht8gi	223	11	deviation	deviation	NN
cord-326314-9ycht8gi	223	12	to	to	TO
cord-326314-9ycht8gi	223	13	be	be	VB
cord-326314-9ycht8gi	223	14	the	the	DT
cord-326314-9ycht8gi	223	15	respective	respective	JJ
cord-326314-9ycht8gi	223	16	mean	mean	NN
cord-326314-9ycht8gi	223	17	of	of	IN
cord-326314-9ycht8gi	223	18	each	each	DT
cord-326314-9ycht8gi	223	19	distribution	distribution	NN
cord-326314-9ycht8gi	223	20	,	,	,
cord-326314-9ycht8gi	223	21	divided	divide	VBN
cord-326314-9ycht8gi	223	22	by	by	IN
cord-326314-9ycht8gi	223	23	100	100	CD
cord-326314-9ycht8gi	223	24	.	.	.
cord-326314-9ycht8gi	224	1	For	for	IN
cord-326314-9ycht8gi	224	2	the	the	DT
cord-326314-9ycht8gi	224	3	experiments	experiment	NNS
cord-326314-9ycht8gi	224	4	using	use	VBG
cord-326314-9ycht8gi	224	5	higher	high	JJR
cord-326314-9ycht8gi	224	6	noise	noise	NN
cord-326314-9ycht8gi	224	7	,	,	,
cord-326314-9ycht8gi	224	8	we	-PRON-	PRP
cord-326314-9ycht8gi	224	9	multiplied	multiply	VBD
cord-326314-9ycht8gi	224	10	that	that	IN
cord-326314-9ycht8gi	224	11	original	original	JJ
cord-326314-9ycht8gi	224	12	level	level	NN
cord-326314-9ycht8gi	224	13	by	by	IN
cord-326314-9ycht8gi	224	14	a	a	DT
cord-326314-9ycht8gi	224	15	factor	factor	NN
cord-326314-9ycht8gi	224	16	of	of	IN
cord-326314-9ycht8gi	224	17	ten	ten	CD
cord-326314-9ycht8gi	224	18	.	.	.
cord-326314-9ycht8gi	225	1	For	for	IN
cord-326314-9ycht8gi	225	2	each	each	DT
cord-326314-9ycht8gi	225	3	noisy	noisy	JJ
cord-326314-9ycht8gi	225	4	data	datum	NNS
cord-326314-9ycht8gi	225	5	set	set	VBN
cord-326314-9ycht8gi	225	6	,	,	,
cord-326314-9ycht8gi	225	7	the	the	DT
cord-326314-9ycht8gi	225	8	absolute	absolute	JJ
cord-326314-9ycht8gi	225	9	value	value	NN
cord-326314-9ycht8gi	225	10	of	of	IN
cord-326314-9ycht8gi	225	11	the	the	DT
cord-326314-9ycht8gi	225	12	minimum	minimum	NN
cord-326314-9ycht8gi	225	13	was	be	VBD
cord-326314-9ycht8gi	225	14	then	then	RB
cord-326314-9ycht8gi	225	15	added	add	VBN
cord-326314-9ycht8gi	225	16	to	to	IN
cord-326314-9ycht8gi	225	17	each	each	DT
cord-326314-9ycht8gi	225	18	data	data	NN
cord-326314-9ycht8gi	225	19	point	point	NN
cord-326314-9ycht8gi	225	20	,	,	,
cord-326314-9ycht8gi	225	21	so	so	IN
cord-326314-9ycht8gi	225	22	that	that	IN
cord-326314-9ycht8gi	225	23	the	the	DT
cord-326314-9ycht8gi	225	24	population	population	NN
cord-326314-9ycht8gi	225	25	did	do	VBD
cord-326314-9ycht8gi	225	26	not	not	RB
cord-326314-9ycht8gi	225	27	drop	drop	VB
cord-326314-9ycht8gi	225	28	below	below	IN
cord-326314-9ycht8gi	225	29	zero	zero	CD
cord-326314-9ycht8gi	225	30	.	.	.
cord-326314-9ycht8gi	226	1	The	the	DT
cord-326314-9ycht8gi	226	2	optimization	optimization	NN
cord-326314-9ycht8gi	226	3	was	be	VBD
cord-326314-9ycht8gi	226	4	performed	perform	VBN
cord-326314-9ycht8gi	226	5	via	via	IN
cord-326314-9ycht8gi	226	6	the	the	DT
cord-326314-9ycht8gi	226	7	open	open	JJ
cord-326314-9ycht8gi	226	8	-	-	HYPH
cord-326314-9ycht8gi	226	9	source	source	NN
cord-326314-9ycht8gi	226	10	Interior	Interior	NNP
cord-326314-9ycht8gi	226	11	-	-	HYPH
cord-326314-9ycht8gi	226	12	point	point	NN
cord-326314-9ycht8gi	226	13	Optimizer	Optimizer	NNP
cord-326314-9ycht8gi	226	14	(	(	-LRB-
cord-326314-9ycht8gi	226	15	Ipopt	Ipopt	NNP
cord-326314-9ycht8gi	226	16	)	)	-RRB-
cord-326314-9ycht8gi	226	17	[	[	-LRB-
cord-326314-9ycht8gi	226	18	52	52	CD
cord-326314-9ycht8gi	226	19	]	]	-RRB-
cord-326314-9ycht8gi	226	20	.	.	.
cord-326314-9ycht8gi	227	1	Ipopt	Ipopt	NNP
cord-326314-9ycht8gi	227	2	uses	use	VBZ
cord-326314-9ycht8gi	227	3	a	a	DT
cord-326314-9ycht8gi	227	4	Simpson	Simpson	NNP
cord-326314-9ycht8gi	227	5	's	's	POS
cord-326314-9ycht8gi	227	6	rule	rule	NN
cord-326314-9ycht8gi	227	7	method	method	NN
cord-326314-9ycht8gi	227	8	of	of	IN
cord-326314-9ycht8gi	227	9	finite	finite	JJ
cord-326314-9ycht8gi	227	10	differences	difference	NNS
cord-326314-9ycht8gi	227	11	to	to	TO
cord-326314-9ycht8gi	227	12	discretize	discretize	VB
cord-326314-9ycht8gi	227	13	the	the	DT
cord-326314-9ycht8gi	227	14	state	state	NN
cord-326314-9ycht8gi	227	15	space	space	NN
cord-326314-9ycht8gi	227	16	,	,	,
cord-326314-9ycht8gi	227	17	a	a	DT
cord-326314-9ycht8gi	227	18	Newton	Newton	NNP
cord-326314-9ycht8gi	227	19	's	's	POS
cord-326314-9ycht8gi	227	20	method	method	NN
cord-326314-9ycht8gi	227	21	to	to	TO
cord-326314-9ycht8gi	227	22	search	search	VB
cord-326314-9ycht8gi	227	23	,	,	,
cord-326314-9ycht8gi	227	24	and	and	CC
cord-326314-9ycht8gi	227	25	a	a	DT
cord-326314-9ycht8gi	227	26	barrier	barrier	NN
cord-326314-9ycht8gi	227	27	method	method	NN
cord-326314-9ycht8gi	227	28	to	to	TO
cord-326314-9ycht8gi	227	29	impose	impose	VB
cord-326314-9ycht8gi	227	30	user	user	NN
cord-326314-9ycht8gi	227	31	-	-	HYPH
cord-326314-9ycht8gi	227	32	defined	define	VBN
cord-326314-9ycht8gi	227	33	bounds	bound	NNS
cord-326314-9ycht8gi	227	34	that	that	WDT
cord-326314-9ycht8gi	227	35	are	be	VBP
cord-326314-9ycht8gi	227	36	placed	place	VBN
cord-326314-9ycht8gi	227	37	upon	upon	IN
cord-326314-9ycht8gi	227	38	the	the	DT
cord-326314-9ycht8gi	227	39	searches	search	NNS
cord-326314-9ycht8gi	227	40	.	.	.
cord-326314-9ycht8gi	228	1	We	-PRON-	PRP
cord-326314-9ycht8gi	228	2	note	note	VBP
cord-326314-9ycht8gi	228	3	that	that	IN
cord-326314-9ycht8gi	228	4	Ipopt	Ipopt	NNP
cord-326314-9ycht8gi	228	5	's	's	POS
cord-326314-9ycht8gi	228	6	search	search	NN
cord-326314-9ycht8gi	228	7	algorithm	algorithm	NN
cord-326314-9ycht8gi	228	8	treats	treat	VBZ
cord-326314-9ycht8gi	228	9	state	state	NN
cord-326314-9ycht8gi	228	10	variables	variable	NNS
cord-326314-9ycht8gi	228	11	as	as	IN
cord-326314-9ycht8gi	228	12	independent	independent	JJ
cord-326314-9ycht8gi	228	13	quantities	quantity	NNS
cord-326314-9ycht8gi	228	14	,	,	,
cord-326314-9ycht8gi	228	15	which	which	WDT
cord-326314-9ycht8gi	228	16	is	be	VBZ
cord-326314-9ycht8gi	228	17	not	not	RB
cord-326314-9ycht8gi	228	18	the	the	DT
cord-326314-9ycht8gi	228	19	case	case	NN
cord-326314-9ycht8gi	228	20	for	for	IN
cord-326314-9ycht8gi	228	21	a	a	DT
cord-326314-9ycht8gi	228	22	model	model	NN
cord-326314-9ycht8gi	228	23	involving	involve	VBG
cord-326314-9ycht8gi	228	24	a	a	DT
cord-326314-9ycht8gi	228	25	closed	closed	JJ
cord-326314-9ycht8gi	228	26	population	population	NN
cord-326314-9ycht8gi	228	27	.	.	.
cord-326314-9ycht8gi	229	1	This	this	DT
cord-326314-9ycht8gi	229	2	feature	feature	NN
cord-326314-9ycht8gi	229	3	did	do	VBD
cord-326314-9ycht8gi	229	4	not	not	RB
cord-326314-9ycht8gi	229	5	affect	affect	VB
cord-326314-9ycht8gi	229	6	the	the	DT
cord-326314-9ycht8gi	229	7	results	result	NNS
cord-326314-9ycht8gi	229	8	of	of	IN
cord-326314-9ycht8gi	229	9	this	this	DT
cord-326314-9ycht8gi	229	10	paper	paper	NN
cord-326314-9ycht8gi	229	11	.	.	.
cord-326314-9ycht8gi	230	1	Those	those	DT
cord-326314-9ycht8gi	230	2	interested	interested	JJ
cord-326314-9ycht8gi	230	3	in	in	IN
cord-326314-9ycht8gi	230	4	expanding	expand	VBG
cord-326314-9ycht8gi	230	5	the	the	DT
cord-326314-9ycht8gi	230	6	use	use	NN
cord-326314-9ycht8gi	230	7	of	of	IN
cord-326314-9ycht8gi	230	8	this	this	DT
cord-326314-9ycht8gi	230	9	tool	tool	NN
cord-326314-9ycht8gi	230	10	,	,	,
cord-326314-9ycht8gi	230	11	however	however	RB
cord-326314-9ycht8gi	230	12	,	,	,
cord-326314-9ycht8gi	230	13	might	may	MD
cord-326314-9ycht8gi	230	14	keep	keep	VB
cord-326314-9ycht8gi	230	15	in	in	IN
cord-326314-9ycht8gi	230	16	mind	mind	NN
cord-326314-9ycht8gi	230	17	this	this	DT
cord-326314-9ycht8gi	230	18	feature	feature	NN
cord-326314-9ycht8gi	230	19	.	.	.
cord-326314-9ycht8gi	231	1	One	one	PRP
cord-326314-9ycht8gi	231	2	might	may	MD
cord-326314-9ycht8gi	231	3	negate	negate	VB
cord-326314-9ycht8gi	231	4	undesired	undesired	JJ
cord-326314-9ycht8gi	231	5	effects	effect	NNS
cord-326314-9ycht8gi	231	6	by	by	IN
cord-326314-9ycht8gi	231	7	,	,	,
cord-326314-9ycht8gi	231	8	for	for	IN
cord-326314-9ycht8gi	231	9	example	example	NN
cord-326314-9ycht8gi	231	10	,	,	,
cord-326314-9ycht8gi	231	11	imposing	impose	VBG
cord-326314-9ycht8gi	231	12	equality	equality	NN
cord-326314-9ycht8gi	231	13	constraints	constraint	NNS
cord-326314-9ycht8gi	231	14	into	into	IN
cord-326314-9ycht8gi	231	15	the	the	DT
cord-326314-9ycht8gi	231	16	cost	cost	NN
cord-326314-9ycht8gi	231	17	function	function	NN
cord-326314-9ycht8gi	231	18	that	that	WDT
cord-326314-9ycht8gi	231	19	enforce	enforce	VBP
cord-326314-9ycht8gi	231	20	the	the	DT
cord-326314-9ycht8gi	231	21	conservation	conservation	NN
cord-326314-9ycht8gi	231	22	of	of	IN
cord-326314-9ycht8gi	231	23	N.	N.	NNP
cord-326314-9ycht8gi	231	24	Within	within	IN
cord-326314-9ycht8gi	231	25	the	the	DT
cord-326314-9ycht8gi	231	26	annealing	annealing	NN
cord-326314-9ycht8gi	231	27	procedure	procedure	NN
cord-326314-9ycht8gi	231	28	described	describe	VBN
cord-326314-9ycht8gi	231	29	in	in	IN
cord-326314-9ycht8gi	231	30	Methods	method	NNS
cord-326314-9ycht8gi	231	31	,	,	,
cord-326314-9ycht8gi	231	32	the	the	DT
cord-326314-9ycht8gi	231	33	parameter	parameter	NN
cord-326314-9ycht8gi	231	34	α	α	NN
cord-326314-9ycht8gi	231	35	was	be	VBD
cord-326314-9ycht8gi	231	36	set	set	VBN
cord-326314-9ycht8gi	231	37	to	to	IN
cord-326314-9ycht8gi	231	38	2.0	2.0	CD
cord-326314-9ycht8gi	231	39	,	,	,
cord-326314-9ycht8gi	231	40	and	and	CC
cord-326314-9ycht8gi	231	41	β	β	NN
cord-326314-9ycht8gi	231	42	ran	run	VBD
cord-326314-9ycht8gi	231	43	from	from	IN
cord-326314-9ycht8gi	231	44	0	0	CD
cord-326314-9ycht8gi	231	45	to	to	IN
cord-326314-9ycht8gi	231	46	38	38	CD
cord-326314-9ycht8gi	231	47	in	in	IN
cord-326314-9ycht8gi	231	48	increments	increment	NNS
cord-326314-9ycht8gi	231	49	of	of	IN
cord-326314-9ycht8gi	231	50	1	1	CD
cord-326314-9ycht8gi	231	51	.	.	.
cord-326314-9ycht8gi	232	1	The	the	DT
cord-326314-9ycht8gi	232	2	inverse	inverse	NN
cord-326314-9ycht8gi	232	3	covariance	covariance	NN
cord-326314-9ycht8gi	232	4	matrix	matrix	NN
cord-326314-9ycht8gi	232	5	for	for	IN
cord-326314-9ycht8gi	232	6	measurement	measurement	NN
cord-326314-9ycht8gi	232	7	error	error	NN
cord-326314-9ycht8gi	232	8	(	(	-LRB-
cord-326314-9ycht8gi	232	9	R	R	NNP
cord-326314-9ycht8gi	232	10	m	m	NN
cord-326314-9ycht8gi	232	11	)	)	-RRB-
cord-326314-9ycht8gi	232	12	was	be	VBD
cord-326314-9ycht8gi	232	13	set	set	VBN
cord-326314-9ycht8gi	232	14	to	to	IN
cord-326314-9ycht8gi	232	15	1.0	1.0	CD
cord-326314-9ycht8gi	232	16	,	,	,
cord-326314-9ycht8gi	232	17	and	and	CC
cord-326314-9ycht8gi	232	18	the	the	DT
cord-326314-9ycht8gi	232	19	initial	initial	JJ
cord-326314-9ycht8gi	232	20	value	value	NN
cord-326314-9ycht8gi	232	21	of	of	IN
cord-326314-9ycht8gi	232	22	the	the	DT
cord-326314-9ycht8gi	232	23	inverse	inverse	NN
cord-326314-9ycht8gi	232	24	covariance	covariance	NN
cord-326314-9ycht8gi	232	25	matrix	matrix	NN
cord-326314-9ycht8gi	232	26	for	for	IN
cord-326314-9ycht8gi	232	27	model	model	NN
cord-326314-9ycht8gi	232	28	error	error	NN
cord-326314-9ycht8gi	232	29	(	(	-LRB-
cord-326314-9ycht8gi	232	30	R	r	NN
cord-326314-9ycht8gi	232	31	f	f	NN
cord-326314-9ycht8gi	232	32	,	,	,
cord-326314-9ycht8gi	232	33	0	0	CD
cord-326314-9ycht8gi	232	34	)	)	-RRB-
cord-326314-9ycht8gi	232	35	was	be	VBD
cord-326314-9ycht8gi	232	36	set	set	VBN
cord-326314-9ycht8gi	232	37	to	to	IN
cord-326314-9ycht8gi	232	38	10	10	CD
cord-326314-9ycht8gi	232	39	−7	−7	NN
cord-326314-9ycht8gi	232	40	.	.	.
cord-326314-9ycht8gi	233	1	For	for	IN
cord-326314-9ycht8gi	233	2	each	each	DT
cord-326314-9ycht8gi	233	3	of	of	IN
cord-326314-9ycht8gi	233	4	the	the	DT
cord-326314-9ycht8gi	233	5	four	four	CD
cord-326314-9ycht8gi	233	6	simulated	simulate	VBN
cord-326314-9ycht8gi	233	7	experiments	experiment	NNS
cord-326314-9ycht8gi	233	8	,	,	,
cord-326314-9ycht8gi	233	9	twenty	twenty	CD
cord-326314-9ycht8gi	233	10	paths	path	NNS
cord-326314-9ycht8gi	233	11	were	be	VBD
cord-326314-9ycht8gi	233	12	searched	search	VBN
cord-326314-9ycht8gi	233	13	,	,	,
cord-326314-9ycht8gi	233	14	beginning	begin	VBG
cord-326314-9ycht8gi	233	15	at	at	IN
cord-326314-9ycht8gi	233	16	randomlygenerated	randomlygenerate	VBN
cord-326314-9ycht8gi	233	17	initial	initial	JJ
cord-326314-9ycht8gi	233	18	conditions	condition	NNS
cord-326314-9ycht8gi	233	19	for	for	IN
cord-326314-9ycht8gi	233	20	parameters	parameter	NNS
cord-326314-9ycht8gi	233	21	and	and	CC
cord-326314-9ycht8gi	233	22	state	state	NN
cord-326314-9ycht8gi	233	23	variables	variable	NNS
cord-326314-9ycht8gi	233	24	.	.	.
cord-326314-9ycht8gi	234	1	All	all	DT
cord-326314-9ycht8gi	234	2	simulations	simulation	NNS
cord-326314-9ycht8gi	234	3	were	be	VBD
cord-326314-9ycht8gi	234	4	run	run	VBN
cord-326314-9ycht8gi	234	5	on	on	IN
cord-326314-9ycht8gi	234	6	a	a	DT
cord-326314-9ycht8gi	234	7	720-core	720-core	CD
cord-326314-9ycht8gi	234	8	,	,	,
cord-326314-9ycht8gi	234	9	1440-GB	1440-gb	CD
cord-326314-9ycht8gi	234	10	,	,	,
cord-326314-9ycht8gi	234	11	64-bit	64-bit	CD
cord-326314-9ycht8gi	234	12	CPU	cpu	NN
cord-326314-9ycht8gi	234	13	cluster	cluster	NN
cord-326314-9ycht8gi	234	14	.	.	.
cord-326314-9ycht8gi	235	1	IHME	IHME	NNP
cord-326314-9ycht8gi	235	2	COVID-19	COVID-19	NNP
cord-326314-9ycht8gi	235	3	health	health	NN
cord-326314-9ycht8gi	235	4	service	service	NN
cord-326314-9ycht8gi	235	5	utilization	utilization	NN
cord-326314-9ycht8gi	235	6	forecasting	forecasting	NNP
cord-326314-9ycht8gi	235	7	Team	Team	NNP
cord-326314-9ycht8gi	235	8	and	and	CC
cord-326314-9ycht8gi	235	9	Christopher	Christopher	NNP
cord-326314-9ycht8gi	235	10	JL	JL	NNP
cord-326314-9ycht8gi	235	11	Murray	Murray	NNP
cord-326314-9ycht8gi	235	12	.	.	.
cord-326314-9ycht8gi	236	1	Forecasting	forecast	VBG
cord-326314-9ycht8gi	236	2	COVID-19	covid-19	JJ
cord-326314-9ycht8gi	236	3	impact	impact	NN
cord-326314-9ycht8gi	236	4	on	on	IN
cord-326314-9ycht8gi	236	5	hospital	hospital	NN
cord-326314-9ycht8gi	236	6	bed	bed	NN
cord-326314-9ycht8gi	236	7	-	-	HYPH
cord-326314-9ycht8gi	236	8	days	day	NNS
cord-326314-9ycht8gi	236	9	,	,	,
cord-326314-9ycht8gi	236	10	ICU	ICU	NNP
cord-326314-9ycht8gi	236	11	-	-	HYPH
cord-326314-9ycht8gi	236	12	days	day	NNS
cord-326314-9ycht8gi	236	13	,	,	,
cord-326314-9ycht8gi	236	14	ventilator	ventilator	NN
cord-326314-9ycht8gi	236	15	-	-	HYPH
cord-326314-9ycht8gi	236	16	days	day	NNS
cord-326314-9ycht8gi	236	17	and	and	CC
cord-326314-9ycht8gi	236	18	deaths	death	NNS
cord-326314-9ycht8gi	236	19	by	by	IN
cord-326314-9ycht8gi	236	20	US	US	NNP
cord-326314-9ycht8gi	236	21	state	state	NN
cord-326314-9ycht8gi	236	22	in	in	IN
cord-326314-9ycht8gi	236	23	the	the	DT
cord-326314-9ycht8gi	236	24	next	next	JJ
cord-326314-9ycht8gi	236	25	4	4	CD
cord-326314-9ycht8gi	236	26	months	month	NNS
cord-326314-9ycht8gi	236	27	.	.	.
cord-326314-9ycht8gi	237	1	medRxiv	medRxiv	NNS
cord-326314-9ycht8gi	237	2	,	,	,
cord-326314-9ycht8gi	237	3	page	page	NN
cord-326314-9ycht8gi	237	4	2020.03	2020.03	CD
cord-326314-9ycht8gi	238	1	The	the	DT
cord-326314-9ycht8gi	238	2	need	need	NN
cord-326314-9ycht8gi	238	3	for	for	IN
cord-326314-9ycht8gi	238	4	data	data	NN
cord-326314-9ycht8gi	238	5	innovation	innovation	NN
cord-326314-9ycht8gi	238	6	in	in	IN
cord-326314-9ycht8gi	238	7	the	the	DT
cord-326314-9ycht8gi	238	8	time	time	NN
cord-326314-9ycht8gi	238	9	of	of	IN
cord-326314-9ycht8gi	238	10	covid-19	covid-19	NNP
cord-326314-9ycht8gi	238	11	Estimating	Estimating	NNP
cord-326314-9ycht8gi	238	12	the	the	DT
cord-326314-9ycht8gi	238	13	early	early	JJ
cord-326314-9ycht8gi	238	14	death	death	NN
cord-326314-9ycht8gi	238	15	toll	toll	NN
cord-326314-9ycht8gi	238	16	of	of	IN
cord-326314-9ycht8gi	238	17	covid-19	covid-19	NNP
cord-326314-9ycht8gi	238	18	in	in	IN
cord-326314-9ycht8gi	238	19	the	the	DT
cord-326314-9ycht8gi	238	20	united	united	NNP
cord-326314-9ycht8gi	238	21	states	states	NNP
cord-326314-9ycht8gi	238	22	Substantial	substantial	JJ
cord-326314-9ycht8gi	238	23	undocumented	undocumented	JJ
cord-326314-9ycht8gi	238	24	infection	infection	NN
cord-326314-9ycht8gi	238	25	facilitates	facilitate	VBZ
cord-326314-9ycht8gi	238	26	the	the	DT
cord-326314-9ycht8gi	238	27	rapid	rapid	JJ
cord-326314-9ycht8gi	238	28	dissemination	dissemination	NN
cord-326314-9ycht8gi	238	29	of	of	IN
cord-326314-9ycht8gi	238	30	novel	novel	JJ
cord-326314-9ycht8gi	238	31	coronavirus	coronavirus	NN
cord-326314-9ycht8gi	238	32	(	(	-LRB-
cord-326314-9ycht8gi	238	33	sars	sars	NNP
cord-326314-9ycht8gi	238	34	-	-	HYPH
cord-326314-9ycht8gi	238	35	cov-2	cov-2	LS
cord-326314-9ycht8gi	238	36	)	)	-RRB-
cord-326314-9ycht8gi	238	37	Inverse	inverse	NN
cord-326314-9ycht8gi	238	38	problem	problem	NN
cord-326314-9ycht8gi	238	39	theory	theory	NN
cord-326314-9ycht8gi	238	40	and	and	CC
cord-326314-9ycht8gi	238	41	methods	method	NNS
cord-326314-9ycht8gi	238	42	for	for	IN
cord-326314-9ycht8gi	238	43	model	model	NN
cord-326314-9ycht8gi	238	44	parameter	parameter	NN
cord-326314-9ycht8gi	238	45	estimation	estimation	NN
cord-326314-9ycht8gi	238	46	Numerical	numerical	JJ
cord-326314-9ycht8gi	238	47	weather	weather	NN
cord-326314-9ycht8gi	238	48	prediction	prediction	NN
cord-326314-9ycht8gi	238	49	Atmospheric	atmospheric	JJ
cord-326314-9ycht8gi	238	50	modeling	modeling	NN
cord-326314-9ycht8gi	238	51	,	,	,
cord-326314-9ycht8gi	238	52	data	datum	NNS
cord-326314-9ycht8gi	238	53	assimilation	assimilation	NN
cord-326314-9ycht8gi	238	54	and	and	CC
cord-326314-9ycht8gi	238	55	predictability	predictability	NN
cord-326314-9ycht8gi	238	56	Data	data	NN
cord-326314-9ycht8gi	238	57	assimilation	assimilation	NN
cord-326314-9ycht8gi	238	58	:	:	:
cord-326314-9ycht8gi	238	59	the	the	DT
cord-326314-9ycht8gi	238	60	ensemble	ensemble	NN
cord-326314-9ycht8gi	238	61	Kalman	Kalman	NNP
cord-326314-9ycht8gi	238	62	filter	filter	NN
cord-326314-9ycht8gi	238	63	Practical	practical	JJ
cord-326314-9ycht8gi	238	64	methods	method	NNS
cord-326314-9ycht8gi	238	65	for	for	IN
cord-326314-9ycht8gi	238	66	optimal	optimal	JJ
cord-326314-9ycht8gi	238	67	control	control	NN
cord-326314-9ycht8gi	238	68	and	and	CC
cord-326314-9ycht8gi	238	69	estimation	estimation	NN
cord-326314-9ycht8gi	238	70	using	use	VBG
cord-326314-9ycht8gi	238	71	nonlinear	nonlinear	JJ
cord-326314-9ycht8gi	238	72	programming	programming	NN
cord-326314-9ycht8gi	239	1	The	the	DT
cord-326314-9ycht8gi	239	2	number	number	NN
cord-326314-9ycht8gi	239	3	of	of	IN
cord-326314-9ycht8gi	239	4	required	require	VBN
cord-326314-9ycht8gi	239	5	observations	observation	NNS
cord-326314-9ycht8gi	239	6	in	in	IN
cord-326314-9ycht8gi	239	7	data	data	NN
cord-326314-9ycht8gi	239	8	assimilation	assimilation	NN
cord-326314-9ycht8gi	239	9	for	for	IN
cord-326314-9ycht8gi	239	10	a	a	DT
cord-326314-9ycht8gi	239	11	shallow	shallow	JJ
cord-326314-9ycht8gi	239	12	-	-	HYPH
cord-326314-9ycht8gi	239	13	water	water	NN
cord-326314-9ycht8gi	239	14	flow	flow	NN
cord-326314-9ycht8gi	239	15	Estimating	estimate	VBG
cord-326314-9ycht8gi	239	16	the	the	DT
cord-326314-9ycht8gi	239	17	state	state	NN
cord-326314-9ycht8gi	239	18	of	of	IN
cord-326314-9ycht8gi	239	19	a	a	DT
cord-326314-9ycht8gi	239	20	geophysical	geophysical	JJ
cord-326314-9ycht8gi	239	21	system	system	NN
cord-326314-9ycht8gi	239	22	with	with	IN
cord-326314-9ycht8gi	239	23	sparse	sparse	JJ
cord-326314-9ycht8gi	239	24	observations	observation	NNS
cord-326314-9ycht8gi	239	25	:	:	:
cord-326314-9ycht8gi	239	26	time	time	NN
cord-326314-9ycht8gi	239	27	delay	delay	NN
cord-326314-9ycht8gi	239	28	methods	method	NNS
cord-326314-9ycht8gi	239	29	to	to	TO
cord-326314-9ycht8gi	239	30	achieve	achieve	VB
cord-326314-9ycht8gi	239	31	accurate	accurate	JJ
cord-326314-9ycht8gi	239	32	initial	initial	JJ
cord-326314-9ycht8gi	239	33	states	state	NNS
cord-326314-9ycht8gi	239	34	for	for	IN
cord-326314-9ycht8gi	239	35	prediction	prediction	NN
cord-326314-9ycht8gi	240	1	Kalman	Kalman	NNP
cord-326314-9ycht8gi	240	2	meets	meet	VBZ
cord-326314-9ycht8gi	240	3	neuron	neuron	NN
cord-326314-9ycht8gi	240	4	:	:	:
cord-326314-9ycht8gi	240	5	the	the	DT
cord-326314-9ycht8gi	240	6	emerging	emerge	VBG
cord-326314-9ycht8gi	240	7	intersection	intersection	NN
cord-326314-9ycht8gi	240	8	of	of	IN
cord-326314-9ycht8gi	240	9	control	control	NN
cord-326314-9ycht8gi	240	10	theory	theory	NN
cord-326314-9ycht8gi	240	11	with	with	IN
cord-326314-9ycht8gi	240	12	neuroscience	neuroscience	NN
cord-326314-9ycht8gi	240	13	Dynamical	dynamical	JJ
cord-326314-9ycht8gi	240	14	estimation	estimation	NN
cord-326314-9ycht8gi	240	15	of	of	IN
cord-326314-9ycht8gi	240	16	neuron	neuron	NN
cord-326314-9ycht8gi	240	17	and	and	CC
cord-326314-9ycht8gi	240	18	network	network	NN
cord-326314-9ycht8gi	240	19	properties	property	NNS
cord-326314-9ycht8gi	241	1	i	i	PRP
cord-326314-9ycht8gi	241	2	:	:	:
cord-326314-9ycht8gi	241	3	variational	variational	JJ
cord-326314-9ycht8gi	241	4	methods	method	NNS
cord-326314-9ycht8gi	242	1	Dynamical	dynamical	JJ
cord-326314-9ycht8gi	242	2	estimation	estimation	NN
cord-326314-9ycht8gi	242	3	of	of	IN
cord-326314-9ycht8gi	242	4	neuron	neuron	NN
cord-326314-9ycht8gi	242	5	and	and	CC
cord-326314-9ycht8gi	242	6	network	network	NN
cord-326314-9ycht8gi	242	7	properties	property	NNS
cord-326314-9ycht8gi	242	8	ii	ii	NNP
cord-326314-9ycht8gi	242	9	:	:	:
cord-326314-9ycht8gi	242	10	path	path	NNP
cord-326314-9ycht8gi	242	11	integral	integral	NNP
cord-326314-9ycht8gi	242	12	monte	monte	NNP
cord-326314-9ycht8gi	242	13	carlo	carlo	NNP
cord-326314-9ycht8gi	242	14	methods	method	NNS
cord-326314-9ycht8gi	242	15	Real	real	JJ
cord-326314-9ycht8gi	242	16	-	-	HYPH
cord-326314-9ycht8gi	242	17	time	time	NN
cord-326314-9ycht8gi	242	18	tracking	tracking	NN
cord-326314-9ycht8gi	242	19	of	of	IN
cord-326314-9ycht8gi	242	20	neuronal	neuronal	JJ
cord-326314-9ycht8gi	242	21	network	network	NN
cord-326314-9ycht8gi	242	22	structure	structure	NN
cord-326314-9ycht8gi	242	23	using	use	VBG
cord-326314-9ycht8gi	242	24	data	datum	NNS
cord-326314-9ycht8gi	242	25	assimilation	assimilation	NN
cord-326314-9ycht8gi	242	26	Estimating	estimate	VBG
cord-326314-9ycht8gi	242	27	parameters	parameter	NNS
cord-326314-9ycht8gi	242	28	and	and	CC
cord-326314-9ycht8gi	242	29	predicting	predict	VBG
cord-326314-9ycht8gi	242	30	membrane	membrane	NN
cord-326314-9ycht8gi	242	31	voltages	voltage	NNS
cord-326314-9ycht8gi	242	32	with	with	IN
cord-326314-9ycht8gi	242	33	conductance	conductance	NN
cord-326314-9ycht8gi	242	34	-	-	HYPH
cord-326314-9ycht8gi	242	35	based	base	VBN
cord-326314-9ycht8gi	242	36	neuron	neuron	NN
cord-326314-9ycht8gi	242	37	models	model	NNS
cord-326314-9ycht8gi	243	1	Automatic	automatic	JJ
cord-326314-9ycht8gi	243	2	construction	construction	NN
cord-326314-9ycht8gi	243	3	of	of	IN
cord-326314-9ycht8gi	243	4	predictive	predictive	JJ
cord-326314-9ycht8gi	243	5	neuron	neuron	NN
cord-326314-9ycht8gi	243	6	models	model	NNS
cord-326314-9ycht8gi	243	7	through	through	IN
cord-326314-9ycht8gi	243	8	large	large	JJ
cord-326314-9ycht8gi	243	9	scale	scale	NN
cord-326314-9ycht8gi	243	10	assimilation	assimilation	NN
cord-326314-9ycht8gi	243	11	of	of	IN
cord-326314-9ycht8gi	243	12	electrophysiological	electrophysiological	JJ
cord-326314-9ycht8gi	243	13	data	datum	NNS
cord-326314-9ycht8gi	243	14	Statistical	statistical	JJ
cord-326314-9ycht8gi	243	15	data	datum	NNS
cord-326314-9ycht8gi	243	16	assimilation	assimilation	NN
cord-326314-9ycht8gi	243	17	for	for	IN
cord-326314-9ycht8gi	243	18	estimating	estimate	VBG
cord-326314-9ycht8gi	243	19	electrophysiology	electrophysiology	NN
cord-326314-9ycht8gi	243	20	simultaneously	simultaneously	RB
cord-326314-9ycht8gi	243	21	with	with	IN
cord-326314-9ycht8gi	243	22	connectivity	connectivity	NN
cord-326314-9ycht8gi	243	23	within	within	IN
cord-326314-9ycht8gi	243	24	a	a	DT
cord-326314-9ycht8gi	243	25	biological	biological	JJ
cord-326314-9ycht8gi	243	26	neuronal	neuronal	JJ
cord-326314-9ycht8gi	243	27	network	network	NN
cord-326314-9ycht8gi	243	28	Towards	towards	IN
cord-326314-9ycht8gi	243	29	real	real	JJ
cord-326314-9ycht8gi	243	30	time	time	NN
cord-326314-9ycht8gi	243	31	epidemiology	epidemiology	NN
cord-326314-9ycht8gi	243	32	:	:	:
cord-326314-9ycht8gi	243	33	data	data	NN
cord-326314-9ycht8gi	243	34	assimilation	assimilation	NN
cord-326314-9ycht8gi	243	35	,	,	,
cord-326314-9ycht8gi	243	36	modeling	modeling	NN
cord-326314-9ycht8gi	243	37	and	and	CC
cord-326314-9ycht8gi	243	38	anomaly	anomaly	NN
cord-326314-9ycht8gi	243	39	detection	detection	NN
cord-326314-9ycht8gi	243	40	of	of	IN
cord-326314-9ycht8gi	243	41	health	health	NN
cord-326314-9ycht8gi	243	42	surveillance	surveillance	NN
cord-326314-9ycht8gi	243	43	data	datum	NNS
cord-326314-9ycht8gi	243	44	streams	stream	VBZ
cord-326314-9ycht8gi	243	45	Variational	Variational	NNP
cord-326314-9ycht8gi	243	46	data	datum	NNS
cord-326314-9ycht8gi	243	47	assimilation	assimilation	NN
cord-326314-9ycht8gi	243	48	with	with	IN
cord-326314-9ycht8gi	243	49	epidemic	epidemic	NN
cord-326314-9ycht8gi	243	50	models	model	NNS
cord-326314-9ycht8gi	243	51	Bayesian	Bayesian	NNP
cord-326314-9ycht8gi	243	52	tracking	tracking	NN
cord-326314-9ycht8gi	243	53	of	of	IN
cord-326314-9ycht8gi	243	54	emerging	emerge	VBG
cord-326314-9ycht8gi	243	55	epidemics	epidemic	NNS
cord-326314-9ycht8gi	243	56	using	use	VBG
cord-326314-9ycht8gi	243	57	ensemble	ensemble	JJ
cord-326314-9ycht8gi	243	58	optimal	optimal	JJ
cord-326314-9ycht8gi	243	59	statistical	statistical	JJ
cord-326314-9ycht8gi	243	60	interpolation	interpolation	NN
cord-326314-9ycht8gi	243	61	Real	real	JJ
cord-326314-9ycht8gi	243	62	time	time	NN
cord-326314-9ycht8gi	243	63	bayesian	bayesian	JJ
cord-326314-9ycht8gi	243	64	estimation	estimation	NN
cord-326314-9ycht8gi	243	65	of	of	IN
cord-326314-9ycht8gi	243	66	the	the	DT
cord-326314-9ycht8gi	243	67	epidemic	epidemic	NN
cord-326314-9ycht8gi	243	68	potential	potential	NN
cord-326314-9ycht8gi	243	69	of	of	IN
cord-326314-9ycht8gi	243	70	emerging	emerge	VBG
cord-326314-9ycht8gi	243	71	infectious	infectious	JJ
cord-326314-9ycht8gi	243	72	diseases	disease	NNS
cord-326314-9ycht8gi	243	73	Adjoint	Adjoint	NNP
cord-326314-9ycht8gi	243	74	-	-	HYPH
cord-326314-9ycht8gi	243	75	based	base	VBN
cord-326314-9ycht8gi	243	76	data	datum	NNS
cord-326314-9ycht8gi	243	77	assimilation	assimilation	NN
cord-326314-9ycht8gi	243	78	of	of	IN
cord-326314-9ycht8gi	243	79	an	an	DT
cord-326314-9ycht8gi	243	80	epidemiology	epidemiology	NN
cord-326314-9ycht8gi	243	81	model	model	NN
cord-326314-9ycht8gi	243	82	for	for	IN
cord-326314-9ycht8gi	243	83	the	the	DT
cord-326314-9ycht8gi	243	84	covid-19	covid-19	CD
cord-326314-9ycht8gi	243	85	pandemic	pandemic	NN
cord-326314-9ycht8gi	243	86	in	in	IN
cord-326314-9ycht8gi	243	87	2020	2020	CD
cord-326314-9ycht8gi	244	1	An	an	DT
cord-326314-9ycht8gi	244	2	epidemiological	epidemiological	JJ
cord-326314-9ycht8gi	244	3	modelling	modelling	NN
cord-326314-9ycht8gi	244	4	approach	approach	NN
cord-326314-9ycht8gi	244	5	for	for	IN
cord-326314-9ycht8gi	244	6	covid19	covid19	NNP
cord-326314-9ycht8gi	244	7	via	via	IN
cord-326314-9ycht8gi	244	8	data	data	NN
cord-326314-9ycht8gi	244	9	assimilation	assimilation	NN
cord-326314-9ycht8gi	244	10	Efficient	efficient	JJ
cord-326314-9ycht8gi	244	11	bayesian	bayesian	JJ
cord-326314-9ycht8gi	244	12	inference	inference	NN
cord-326314-9ycht8gi	244	13	of	of	IN
cord-326314-9ycht8gi	244	14	fully	fully	RB
cord-326314-9ycht8gi	244	15	stochastic	stochastic	JJ
cord-326314-9ycht8gi	244	16	epidemiological	epidemiological	JJ
cord-326314-9ycht8gi	244	17	models	model	NNS
cord-326314-9ycht8gi	244	18	with	with	IN
cord-326314-9ycht8gi	244	19	applications	application	NNS
cord-326314-9ycht8gi	244	20	to	to	IN
cord-326314-9ycht8gi	244	21	covid-19	covid-19	VB
cord-326314-9ycht8gi	244	22	Predicting	predict	VBG
cord-326314-9ycht8gi	244	23	the	the	DT
cord-326314-9ycht8gi	244	24	future	future	NN
cord-326314-9ycht8gi	244	25	:	:	:
cord-326314-9ycht8gi	244	26	completing	complete	VBG
cord-326314-9ycht8gi	244	27	models	model	NNS
cord-326314-9ycht8gi	244	28	of	of	IN
cord-326314-9ycht8gi	244	29	observed	observed	JJ
cord-326314-9ycht8gi	244	30	complex	complex	JJ
cord-326314-9ycht8gi	244	31	systems	system	NNS
cord-326314-9ycht8gi	244	32	Dynamical	dynamical	JJ
cord-326314-9ycht8gi	244	33	parameter	parameter	NN
cord-326314-9ycht8gi	244	34	and	and	CC
cord-326314-9ycht8gi	244	35	state	state	NN
cord-326314-9ycht8gi	244	36	estimation	estimation	NN
cord-326314-9ycht8gi	244	37	in	in	IN
cord-326314-9ycht8gi	244	38	neuron	neuron	NN
cord-326314-9ycht8gi	244	39	models	model	NNS
cord-326314-9ycht8gi	244	40	.	.	.
cord-326314-9ycht8gi	245	1	The	the	DT
cord-326314-9ycht8gi	245	2	dynamic	dynamic	JJ
cord-326314-9ycht8gi	245	3	brain	brain	NN
cord-326314-9ycht8gi	245	4	:	:	:
cord-326314-9ycht8gi	245	5	an	an	DT
cord-326314-9ycht8gi	245	6	exploration	exploration	NN
cord-326314-9ycht8gi	245	7	of	of	IN
cord-326314-9ycht8gi	245	8	neuronal	neuronal	JJ
cord-326314-9ycht8gi	245	9	variability	variability	NN
cord-326314-9ycht8gi	245	10	and	and	CC
cord-326314-9ycht8gi	245	11	its	-PRON-	PRP$
cord-326314-9ycht8gi	245	12	functional	functional	JJ
cord-326314-9ycht8gi	245	13	significance	significance	NN
cord-326314-9ycht8gi	245	14	Estimating	estimate	VBG
cord-326314-9ycht8gi	245	15	the	the	DT
cord-326314-9ycht8gi	245	16	biophysical	biophysical	JJ
cord-326314-9ycht8gi	245	17	properties	property	NNS
cord-326314-9ycht8gi	245	18	of	of	IN
cord-326314-9ycht8gi	245	19	neurons	neuron	NNS
cord-326314-9ycht8gi	245	20	with	with	IN
cord-326314-9ycht8gi	245	21	intracellular	intracellular	JJ
cord-326314-9ycht8gi	245	22	calcium	calcium	NN
cord-326314-9ycht8gi	245	23	dynamics	dynamic	NNS
cord-326314-9ycht8gi	245	24	Accurate	accurate	JJ
cord-326314-9ycht8gi	245	25	state	state	NN
cord-326314-9ycht8gi	245	26	and	and	CC
cord-326314-9ycht8gi	245	27	parameter	parameter	NN
cord-326314-9ycht8gi	245	28	estimation	estimation	NN
cord-326314-9ycht8gi	245	29	in	in	IN
cord-326314-9ycht8gi	245	30	nonlinear	nonlinear	JJ
cord-326314-9ycht8gi	245	31	systems	system	NNS
cord-326314-9ycht8gi	245	32	with	with	IN
cord-326314-9ycht8gi	245	33	sparse	sparse	JJ
cord-326314-9ycht8gi	245	34	observations	observation	NNS
cord-326314-9ycht8gi	245	35	Improved	improve	VBN
cord-326314-9ycht8gi	245	36	variational	variational	JJ
cord-326314-9ycht8gi	245	37	methods	method	NNS
cord-326314-9ycht8gi	245	38	in	in	IN
cord-326314-9ycht8gi	245	39	statistical	statistical	JJ
cord-326314-9ycht8gi	245	40	data	data	NN
cord-326314-9ycht8gi	245	41	assimilation	assimilation	NN
cord-326314-9ycht8gi	245	42	Nonlinear	Nonlinear	NNP
cord-326314-9ycht8gi	245	43	statistical	statistical	JJ
cord-326314-9ycht8gi	245	44	data	data	NN
cord-326314-9ycht8gi	245	45	assimilation	assimilation	NN
cord-326314-9ycht8gi	245	46	for	for	IN
cord-326314-9ycht8gi	245	47	HVC	HVC	NNP
cord-326314-9ycht8gi	245	48	RA	RA	NNP
cord-326314-9ycht8gi	245	49	neurons	neuron	NNS
cord-326314-9ycht8gi	245	50	in	in	IN
cord-326314-9ycht8gi	245	51	the	the	DT
cord-326314-9ycht8gi	245	52	avian	avian	JJ
cord-326314-9ycht8gi	245	53	song	song	NN
cord-326314-9ycht8gi	245	54	system	system	NN
cord-326314-9ycht8gi	245	55	Data	Data	NNP
cord-326314-9ycht8gi	245	56	assimilation	assimilation	NN
cord-326314-9ycht8gi	245	57	of	of	IN
cord-326314-9ycht8gi	245	58	membrane	membrane	NN
cord-326314-9ycht8gi	245	59	dynamics	dynamic	NNS
cord-326314-9ycht8gi	245	60	and	and	CC
cord-326314-9ycht8gi	245	61	channel	channel	NN
cord-326314-9ycht8gi	245	62	kinetics	kinetic	NNS
cord-326314-9ycht8gi	245	63	with	with	IN
cord-326314-9ycht8gi	245	64	a	a	DT
cord-326314-9ycht8gi	245	65	neuromorphic	neuromorphic	JJ
cord-326314-9ycht8gi	245	66	integrated	integrate	VBN
cord-326314-9ycht8gi	245	67	circuit	circuit	NN
cord-326314-9ycht8gi	246	1	An	an	DT
cord-326314-9ycht8gi	246	2	optimization	optimization	NN
cord-326314-9ycht8gi	246	3	-	-	HYPH
cord-326314-9ycht8gi	246	4	based	base	VBN
cord-326314-9ycht8gi	246	5	approach	approach	NN
cord-326314-9ycht8gi	246	6	to	to	IN
cord-326314-9ycht8gi	246	7	calculating	calculate	VBG
cord-326314-9ycht8gi	246	8	neutrino	neutrino	NN
cord-326314-9ycht8gi	246	9	flavor	flavor	NN
cord-326314-9ycht8gi	246	10	evolution	evolution	NN
cord-326314-9ycht8gi	246	11	Systematic	systematic	JJ
cord-326314-9ycht8gi	246	12	variational	variational	JJ
cord-326314-9ycht8gi	246	13	method	method	NN
cord-326314-9ycht8gi	246	14	for	for	IN
cord-326314-9ycht8gi	246	15	statistical	statistical	JJ
cord-326314-9ycht8gi	246	16	nonlinear	nonlinear	JJ
cord-326314-9ycht8gi	246	17	state	state	NN
cord-326314-9ycht8gi	246	18	and	and	CC
cord-326314-9ycht8gi	246	19	parameter	parameter	NN
cord-326314-9ycht8gi	246	20	estimation	estimation	NN
cord-326314-9ycht8gi	246	21	Improved	improve	VBN
cord-326314-9ycht8gi	246	22	inference	inference	NN
cord-326314-9ycht8gi	246	23	of	of	IN
cord-326314-9ycht8gi	246	24	time	time	NN
cord-326314-9ycht8gi	246	25	-	-	HYPH
cord-326314-9ycht8gi	246	26	varying	vary	VBG
cord-326314-9ycht8gi	246	27	reproduction	reproduction	NN
cord-326314-9ycht8gi	246	28	numbers	number	NNS
cord-326314-9ycht8gi	246	29	during	during	IN
cord-326314-9ycht8gi	246	30	infectious	infectious	JJ
cord-326314-9ycht8gi	246	31	disease	disease	NN
cord-326314-9ycht8gi	246	32	outbreaks	outbreak	NNS
cord-326314-9ycht8gi	247	1	A	a	DT
cord-326314-9ycht8gi	247	2	new	new	JJ
cord-326314-9ycht8gi	247	3	framework	framework	NN
cord-326314-9ycht8gi	247	4	and	and	CC
cord-326314-9ycht8gi	247	5	software	software	NN
cord-326314-9ycht8gi	247	6	to	to	TO
cord-326314-9ycht8gi	247	7	estimate	estimate	VB
cord-326314-9ycht8gi	247	8	time	time	NN
cord-326314-9ycht8gi	247	9	-	-	HYPH
cord-326314-9ycht8gi	247	10	varying	vary	VBG
cord-326314-9ycht8gi	247	11	reproduction	reproduction	NN
cord-326314-9ycht8gi	247	12	numbers	number	NNS
cord-326314-9ycht8gi	247	13	during	during	IN
cord-326314-9ycht8gi	247	14	epidemics	epidemic	NNS
cord-326314-9ycht8gi	247	15	Different	different	JJ
cord-326314-9ycht8gi	247	16	epidemic	epidemic	NN
cord-326314-9ycht8gi	247	17	curves	curve	NNS
cord-326314-9ycht8gi	247	18	for	for	IN
cord-326314-9ycht8gi	247	19	severe	severe	JJ
cord-326314-9ycht8gi	247	20	acute	acute	JJ
cord-326314-9ycht8gi	247	21	respiratory	respiratory	JJ
cord-326314-9ycht8gi	247	22	syndrome	syndrome	NN
cord-326314-9ycht8gi	247	23	reveal	reveal	VBP
cord-326314-9ycht8gi	247	24	similar	similar	JJ
cord-326314-9ycht8gi	247	25	impacts	impact	NNS
cord-326314-9ycht8gi	247	26	of	of	IN
cord-326314-9ycht8gi	247	27	control	control	NN
cord-326314-9ycht8gi	247	28	measures	measure	NNS
cord-326314-9ycht8gi	247	29	PAUSE	pause	VB
cord-326314-9ycht8gi	247	30	order	order	NN
cord-326314-9ycht8gi	247	31	in	in	IN
cord-326314-9ycht8gi	247	32	New	New	NNP
cord-326314-9ycht8gi	247	33	York	York	NNP
cord-326314-9ycht8gi	247	34	City	City	NNP
cord-326314-9ycht8gi	247	35	takes	take	VBZ
cord-326314-9ycht8gi	247	36	effect	effect	NN
cord-326314-9ycht8gi	247	37	Getting	get	VBG
cord-326314-9ycht8gi	247	38	a	a	DT
cord-326314-9ycht8gi	247	39	handle	handle	NN
cord-326314-9ycht8gi	247	40	on	on	IN
cord-326314-9ycht8gi	247	41	asymptomatic	asymptomatic	JJ
cord-326314-9ycht8gi	247	42	SARS	SARS	NNP
cord-326314-9ycht8gi	247	43	-	-	HYPH
cord-326314-9ycht8gi	247	44	CoV-2	CoV-2	NNP
cord-326314-9ycht8gi	247	45	infection	infection	NN
cord-326314-9ycht8gi	247	46	Estimating	estimate	VBG
cord-326314-9ycht8gi	247	47	the	the	DT
cord-326314-9ycht8gi	247	48	burden	burden	NN
cord-326314-9ycht8gi	247	49	of	of	IN
cord-326314-9ycht8gi	247	50	sars	sars	NNP
cord-326314-9ycht8gi	248	1	-cov-2	-cov-2	:
cord-326314-9ycht8gi	248	2	in	in	IN
cord-326314-9ycht8gi	248	3	france	france	NNP
cord-326314-9ycht8gi	249	1	As	as	IN
cord-326314-9ycht8gi	249	2	Americans	Americans	NNPS
cord-326314-9ycht8gi	249	3	Brace	Brace	NNP
cord-326314-9ycht8gi	249	4	for	for	IN
cord-326314-9ycht8gi	249	5	Second	Second	NNP
cord-326314-9ycht8gi	249	6	Wave	Wave	NNP
cord-326314-9ycht8gi	249	7	of	of	IN
cord-326314-9ycht8gi	249	8	COVID-19	COVID-19	NNP
cord-326314-9ycht8gi	249	9	Substantial	substantial	JJ
cord-326314-9ycht8gi	249	10	undocumented	undocumented	JJ
cord-326314-9ycht8gi	249	11	infection	infection	NN
cord-326314-9ycht8gi	249	12	facilitates	facilitate	VBZ
cord-326314-9ycht8gi	249	13	the	the	DT
cord-326314-9ycht8gi	249	14	rapid	rapid	JJ
cord-326314-9ycht8gi	249	15	dissemination	dissemination	NN
cord-326314-9ycht8gi	249	16	of	of	IN
cord-326314-9ycht8gi	249	17	novel	novel	JJ
cord-326314-9ycht8gi	249	18	coronavirus	coronavirus	NN
cord-326314-9ycht8gi	249	19	(	(	-LRB-
cord-326314-9ycht8gi	249	20	SARS	SARS	NNP
cord-326314-9ycht8gi	249	21	-	-	HYPH
cord-326314-9ycht8gi	249	22	CoV-2	CoV-2	NNP
cord-326314-9ycht8gi	249	23	)	)	-RRB-
cord-326314-9ycht8gi	249	24	Estimation	estimation	NN
cord-326314-9ycht8gi	249	25	of	of	IN
cord-326314-9ycht8gi	249	26	incubation	incubation	NN
cord-326314-9ycht8gi	249	27	period	period	NN
cord-326314-9ycht8gi	249	28	distribution	distribution	NN
cord-326314-9ycht8gi	249	29	of	of	IN
cord-326314-9ycht8gi	249	30	COVID-19	COVID-19	NNP
cord-326314-9ycht8gi	249	31	using	use	VBG
cord-326314-9ycht8gi	249	32	disease	disease	NN
cord-326314-9ycht8gi	249	33	onset	onset	NN
cord-326314-9ycht8gi	249	34	forward	forward	RB
cord-326314-9ycht8gi	249	35	time	time	NN
cord-326314-9ycht8gi	249	36	:	:	:
cord-326314-9ycht8gi	249	37	a	a	DT
cord-326314-9ycht8gi	249	38	novel	novel	JJ
cord-326314-9ycht8gi	249	39	cross	cross	JJ
cord-326314-9ycht8gi	249	40	-	-	JJ
cord-326314-9ycht8gi	249	41	sectional	sectional	JJ
cord-326314-9ycht8gi	249	42	and	and	CC
cord-326314-9ycht8gi	249	43	forward	forward	RB
cord-326314-9ycht8gi	249	44	follow	follow	VB
cord-326314-9ycht8gi	249	45	-	-	HYPH
cord-326314-9ycht8gi	249	46	up	up	NN
cord-326314-9ycht8gi	249	47	study	study	NN
cord-326314-9ycht8gi	249	48	.	.	.
cord-326314-9ycht8gi	250	1	medRxiv	medRxiv	NNS
cord-326314-9ycht8gi	250	2	,	,	,
cord-326314-9ycht8gi	250	3	page	page	NN
cord-326314-9ycht8gi	250	4	2020.03.06	2020.03.06	CD
cord-326314-9ycht8gi	250	5	Virological	virological	JJ
cord-326314-9ycht8gi	250	6	assessment	assessment	NN
cord-326314-9ycht8gi	250	7	of	of	IN
cord-326314-9ycht8gi	250	8	hospitalized	hospitalize	VBN
cord-326314-9ycht8gi	250	9	patients	patient	NNS
cord-326314-9ycht8gi	250	10	with	with	IN
cord-326314-9ycht8gi	250	11	COVID-2019	COVID-2019	NNP
cord-326314-9ycht8gi	250	12	Incidence	Incidence	NNP
cord-326314-9ycht8gi	250	13	,	,	,
cord-326314-9ycht8gi	250	14	clinical	clinical	JJ
cord-326314-9ycht8gi	250	15	outcomes	outcome	NNS
cord-326314-9ycht8gi	250	16	,	,	,
cord-326314-9ycht8gi	250	17	and	and	CC
cord-326314-9ycht8gi	250	18	transmission	transmission	NN
cord-326314-9ycht8gi	250	19	dynamics	dynamic	NNS
cord-326314-9ycht8gi	250	20	of	of	IN
cord-326314-9ycht8gi	250	21	hospitalized	hospitalize	VBN
cord-326314-9ycht8gi	250	22	2019	2019	CD
cord-326314-9ycht8gi	250	23	coronavirus	coronavirus	NN
cord-326314-9ycht8gi	250	24	disease	disease	NN
cord-326314-9ycht8gi	250	25	among	among	IN
cord-326314-9ycht8gi	250	26	9,596,321	9,596,321	CD
cord-326314-9ycht8gi	250	27	individuals	individual	NNS
cord-326314-9ycht8gi	250	28	residing	reside	VBG
cord-326314-9ycht8gi	250	29	in	in	IN
cord-326314-9ycht8gi	250	30	california	california	NNP
cord-326314-9ycht8gi	250	31	and	and	CC
cord-326314-9ycht8gi	250	32	washington	washington	NNP
cord-326314-9ycht8gi	250	33	Clinical	Clinical	NNP
cord-326314-9ycht8gi	250	34	Characteristics	Characteristics	NNPS
cord-326314-9ycht8gi	250	35	of	of	IN
cord-326314-9ycht8gi	250	36	138	138	CD
cord-326314-9ycht8gi	250	37	Hospitalized	hospitalize	VBN
cord-326314-9ycht8gi	250	38	Patients	patient	NNS
cord-326314-9ycht8gi	250	39	With	with	IN
cord-326314-9ycht8gi	250	40	2019	2019	CD
cord-326314-9ycht8gi	250	41	Novel	Novel	NNP
cord-326314-9ycht8gi	250	42	Coronavirus	Coronavirus	NNP
cord-326314-9ycht8gi	250	43	-	-	HYPH
cord-326314-9ycht8gi	250	44	Infected	Infected	NNP
cord-326314-9ycht8gi	250	45	Pneumonia	Pneumonia	NNP
cord-326314-9ycht8gi	250	46	Clinical	Clinical	NNP
cord-326314-9ycht8gi	250	47	features	feature	NNS
cord-326314-9ycht8gi	250	48	of	of	IN
cord-326314-9ycht8gi	250	49	patients	patient	NNS
cord-326314-9ycht8gi	250	50	infected	infect	VBN
cord-326314-9ycht8gi	250	51	with	with	IN
cord-326314-9ycht8gi	250	52	2019	2019	CD
cord-326314-9ycht8gi	250	53	novel	novel	JJ
cord-326314-9ycht8gi	250	54	coronavirus	coronavirus	NN
cord-326314-9ycht8gi	250	55	in	in	IN
cord-326314-9ycht8gi	250	56	wuhan	wuhan	NNP
cord-326314-9ycht8gi	250	57	,	,	,
cord-326314-9ycht8gi	250	58	china	china	NNP
cord-326314-9ycht8gi	250	59	.	.	.
cord-326314-9ycht8gi	251	1	The	the	DT
cord-326314-9ycht8gi	251	2	lancet	lancet	NN
cord-326314-9ycht8gi	251	3	Epidemiology	epidemiology	NN
cord-326314-9ycht8gi	251	4	and	and	CC
cord-326314-9ycht8gi	251	5	transmission	transmission	NN
cord-326314-9ycht8gi	251	6	of	of	IN
cord-326314-9ycht8gi	251	7	covid-19	covid-19	NNP
cord-326314-9ycht8gi	251	8	in	in	IN
cord-326314-9ycht8gi	251	9	shenzhen	shenzhen	NNP
cord-326314-9ycht8gi	251	10	china	china	NNP
cord-326314-9ycht8gi	251	11	:	:	:
cord-326314-9ycht8gi	251	12	Analysis	Analysis	NNP
cord-326314-9ycht8gi	251	13	of	of	IN
cord-326314-9ycht8gi	251	14	391	391	CD
cord-326314-9ycht8gi	251	15	cases	case	NNS
cord-326314-9ycht8gi	251	16	and	and	CC
cord-326314-9ycht8gi	251	17	1,286	1,286	CD
cord-326314-9ycht8gi	251	18	of	of	IN
cord-326314-9ycht8gi	251	19	their	-PRON-	PRP$
cord-326314-9ycht8gi	251	20	close	close	JJ
cord-326314-9ycht8gi	251	21	contacts	contact	NNS
cord-326314-9ycht8gi	251	22	Clinical	clinical	JJ
cord-326314-9ycht8gi	251	23	course	course	NN
cord-326314-9ycht8gi	251	24	and	and	CC
cord-326314-9ycht8gi	251	25	outcomes	outcome	NNS
cord-326314-9ycht8gi	251	26	of	of	IN
cord-326314-9ycht8gi	251	27	critically	critically	RB
cord-326314-9ycht8gi	251	28	ill	ill	JJ
cord-326314-9ycht8gi	251	29	patients	patient	NNS
cord-326314-9ycht8gi	251	30	with	with	IN
cord-326314-9ycht8gi	251	31	sars	sars	NNP
cord-326314-9ycht8gi	251	32	-	-	HYPH
cord-326314-9ycht8gi	251	33	cov-2	cov-2	NNP
cord-326314-9ycht8gi	251	34	pneumonia	pneumonia	NN
cord-326314-9ycht8gi	251	35	in	in	IN
cord-326314-9ycht8gi	251	36	wuhan	wuhan	NNP
cord-326314-9ycht8gi	251	37	,	,	,
cord-326314-9ycht8gi	251	38	china	china	NNP
cord-326314-9ycht8gi	251	39	:	:	:
cord-326314-9ycht8gi	251	40	a	a	DT
cord-326314-9ycht8gi	251	41	single	single	RB
cord-326314-9ycht8gi	251	42	-	-	HYPH
cord-326314-9ycht8gi	251	43	centered	centered	JJ
cord-326314-9ycht8gi	251	44	,	,	,
cord-326314-9ycht8gi	251	45	retrospective	retrospective	JJ
cord-326314-9ycht8gi	251	46	,	,	,
cord-326314-9ycht8gi	251	47	observational	observational	JJ
cord-326314-9ycht8gi	251	48	study	study	NN
cord-326314-9ycht8gi	251	49	.	.	.
cord-326314-9ycht8gi	252	1	The	the	DT
cord-326314-9ycht8gi	252	2	Lancet	Lancet	NNP
cord-326314-9ycht8gi	252	3	Respiratory	respiratory	JJ
cord-326314-9ycht8gi	252	4	Medicine	medicine	NN
cord-326314-9ycht8gi	253	1	An	an	DT
cord-326314-9ycht8gi	253	2	updated	update	VBN
cord-326314-9ycht8gi	253	3	estimation	estimation	NN
cord-326314-9ycht8gi	253	4	of	of	IN
cord-326314-9ycht8gi	253	5	the	the	DT
cord-326314-9ycht8gi	253	6	risk	risk	NN
cord-326314-9ycht8gi	253	7	of	of	IN
cord-326314-9ycht8gi	253	8	transmission	transmission	NN
cord-326314-9ycht8gi	253	9	of	of	IN
cord-326314-9ycht8gi	253	10	the	the	DT
cord-326314-9ycht8gi	253	11	novel	novel	JJ
cord-326314-9ycht8gi	253	12	coronavirus	coronavirus	NN
cord-326314-9ycht8gi	253	13	(	(	-LRB-
cord-326314-9ycht8gi	253	14	2019-ncov	2019-ncov	CD
cord-326314-9ycht8gi	253	15	)	)	-RRB-
cord-326314-9ycht8gi	253	16	Short	short	JJ
cord-326314-9ycht8gi	253	17	tutorial	tutorial	NN
cord-326314-9ycht8gi	253	18	:	:	:
cord-326314-9ycht8gi	253	19	getting	get	VBG
cord-326314-9ycht8gi	253	20	started	start	VBN
cord-326314-9ycht8gi	253	21	with	with	IN
cord-326314-9ycht8gi	253	22	ipopt	ipopt	NNP
cord-326314-9ycht8gi	253	23	in	in	IN
cord-326314-9ycht8gi	253	24	90	90	CD
cord-326314-9ycht8gi	253	25	minutes	minute	NNS