id	sid	tid	token	lemma	pos
pn89d50740b	1	1	multiscale	multiscale	ADJ
pn89d50740b	1	2	computational	computational	ADJ
pn89d50740b	1	3	and	and	CCONJ
pn89d50740b	1	4	mathematical	mathematical	ADJ
pn89d50740b	1	5	models	model	NOUN
pn89d50740b	1	6	play	play	VERB
pn89d50740b	1	7	an	an	DET
pn89d50740b	1	8	important	important	ADJ
pn89d50740b	1	9	role	role	NOUN
pn89d50740b	1	10	in	in	ADP
pn89d50740b	1	11	obtaining	obtain	VERB
pn89d50740b	1	12	a	a	DET
pn89d50740b	1	13	better	well	ADJ
pn89d50740b	1	14	understanding	understanding	NOUN
pn89d50740b	1	15	of	of	ADP
pn89d50740b	1	16	bacterial	bacterial	ADJ
pn89d50740b	1	17	swarming	swarming	NOUN
pn89d50740b	1	18	and	and	CCONJ
pn89d50740b	1	19	motility	motility	NOUN
pn89d50740b	1	20	.	.	PUNCT
pn89d50740b	2	1	for	for	ADP
pn89d50740b	2	2	example	example	NOUN
pn89d50740b	2	3	,	,	PUNCT
pn89d50740b	2	4	the	the	DET
pn89d50740b	2	5	very	very	ADV
pn89d50740b	2	6	social	social	ADJ
pn89d50740b	2	7	myxococcus	myxococcus	PROPN
pn89d50740b	2	8	xanthus	xanthus	PROPN
pn89d50740b	2	9	,	,	PUNCT
pn89d50740b	2	10	a	a	DET
pn89d50740b	2	11	bacterium	bacterium	NOUN
pn89d50740b	2	12	commonly	commonly	ADV
pn89d50740b	2	13	found	find	VERB
pn89d50740b	2	14	in	in	ADP
pn89d50740b	2	15	soil	soil	NOUN
pn89d50740b	2	16	and	and	CCONJ
pn89d50740b	2	17	known	know	VERB
pn89d50740b	2	18	for	for	ADP
pn89d50740b	2	19	its	its	PRON
pn89d50740b	2	20	multicellular	multicellular	ADJ
pn89d50740b	2	21	interactions	interaction	NOUN
pn89d50740b	2	22	,	,	PUNCT
pn89d50740b	2	23	can	can	AUX
pn89d50740b	2	24	be	be	AUX
pn89d50740b	2	25	modeled	model	VERB
pn89d50740b	2	26	using	use	VERB
pn89d50740b	2	27	the	the	DET
pn89d50740b	2	28	subcellular	subcellular	ADJ
pn89d50740b	2	29	element	element	NOUN
pn89d50740b	2	30	method	method	NOUN
pn89d50740b	2	31	.	.	PUNCT
pn89d50740b	3	1	using	use	VERB
pn89d50740b	3	2	this	this	DET
pn89d50740b	3	3	model	model	NOUN
pn89d50740b	3	4	,	,	PUNCT
pn89d50740b	3	5	the	the	DET
pn89d50740b	3	6	role	role	NOUN
pn89d50740b	3	7	of	of	ADP
pn89d50740b	3	8	cell	cell	NOUN
pn89d50740b	3	9	flexibility	flexibility	NOUN
pn89d50740b	3	10	,	,	PUNCT
pn89d50740b	3	11	cell	cell	NOUN
pn89d50740b	3	12	-	-	PUNCT
pn89d50740b	3	13	cell	cell	NOUN
pn89d50740b	3	14	adhesion	adhesion	NOUN
pn89d50740b	3	15	,	,	PUNCT
pn89d50740b	3	16	and	and	CCONJ
pn89d50740b	3	17	cellular	cellular	ADJ
pn89d50740b	3	18	reversal	reversal	NOUN
pn89d50740b	3	19	periods	period	NOUN
pn89d50740b	3	20	can	can	AUX
pn89d50740b	3	21	be	be	AUX
pn89d50740b	3	22	studied	study	VERB
pn89d50740b	3	23	.	.	PUNCT
pn89d50740b	4	1	to	to	PART
pn89d50740b	4	2	characterize	characterize	VERB
pn89d50740b	4	3	cell	cell	NOUN
pn89d50740b	4	4	-	-	PUNCT
pn89d50740b	4	5	cell	cell	NOUN
pn89d50740b	4	6	interactions	interaction	NOUN
pn89d50740b	4	7	,	,	PUNCT
pn89d50740b	4	8	the	the	DET
pn89d50740b	4	9	contacts	contact	NOUN
pn89d50740b	4	10	between	between	ADP
pn89d50740b	4	11	cells	cell	NOUN
pn89d50740b	4	12	in	in	ADP
pn89d50740b	4	13	simulations	simulation	NOUN
pn89d50740b	4	14	are	be	AUX
pn89d50740b	4	15	analyzed	analyze	VERB
pn89d50740b	4	16	to	to	PART
pn89d50740b	4	17	determine	determine	VERB
pn89d50740b	4	18	how	how	SCONJ
pn89d50740b	4	19	these	these	DET
pn89d50740b	4	20	properties	property	NOUN
pn89d50740b	4	21	influence	influence	VERB
pn89d50740b	4	22	the	the	DET
pn89d50740b	4	23	populations	population	NOUN
pn89d50740b	4	24	'	'	PART
pn89d50740b	4	25	ability	ability	NOUN
pn89d50740b	4	26	to	to	PART
pn89d50740b	4	27	form	form	VERB
pn89d50740b	4	28	and	and	CCONJ
pn89d50740b	4	29	keep	keep	VERB
pn89d50740b	4	30	cell	cell	NOUN
pn89d50740b	4	31	-	-	PUNCT
pn89d50740b	4	32	cell	cell	NOUN
pn89d50740b	4	33	connections	connection	NOUN
pn89d50740b	4	34	.	.	PUNCT
pn89d50740b	5	1	m.	m.	NOUN
pn89d50740b	5	2	xanthus	xanthus	PROPN
pn89d50740b	5	3	are	be	AUX
pn89d50740b	5	4	able	able	ADJ
pn89d50740b	5	5	to	to	PART
pn89d50740b	5	6	share	share	VERB
pn89d50740b	5	7	outer	outer	ADJ
pn89d50740b	5	8	membrane	membrane	NOUN
pn89d50740b	5	9	proteins	protein	NOUN
pn89d50740b	5	10	through	through	ADP
pn89d50740b	5	11	direct	direct	ADJ
pn89d50740b	5	12	cell	cell	NOUN
pn89d50740b	5	13	contact	contact	NOUN
pn89d50740b	5	14	,	,	PUNCT
pn89d50740b	5	15	and	and	CCONJ
pn89d50740b	5	16	the	the	DET
pn89d50740b	5	17	study	study	NOUN
pn89d50740b	5	18	of	of	ADP
pn89d50740b	5	19	these	these	DET
pn89d50740b	5	20	properties	property	NOUN
pn89d50740b	5	21	is	be	AUX
pn89d50740b	5	22	important	important	ADJ
pn89d50740b	5	23	for	for	ADP
pn89d50740b	5	24	determining	determine	VERB
pn89d50740b	5	25	the	the	DET
pn89d50740b	5	26	populations	population	NOUN
pn89d50740b	5	27	'	'	PART
pn89d50740b	5	28	ability	ability	NOUN
pn89d50740b	5	29	to	to	PART
pn89d50740b	5	30	efficiently	efficiently	ADV
pn89d50740b	5	31	share	share	VERB
pn89d50740b	5	32	protein	protein	NOUN
pn89d50740b	5	33	.	.	PUNCT
pn89d50740b	6	1	the	the	DET
pn89d50740b	6	2	study	study	NOUN
pn89d50740b	6	3	of	of	ADP
pn89d50740b	6	4	bacterial	bacterial	ADJ
pn89d50740b	6	5	motility	motility	NOUN
pn89d50740b	6	6	systems	system	NOUN
pn89d50740b	6	7	can	can	AUX
pn89d50740b	6	8	also	also	ADV
pn89d50740b	6	9	motivate	motivate	VERB
pn89d50740b	6	10	advances	advance	NOUN
pn89d50740b	6	11	in	in	ADP
pn89d50740b	6	12	bioengineering	bioengineering	NOUN
pn89d50740b	6	13	.	.	PUNCT
pn89d50740b	7	1	microfluidics	microfluidic	NOUN
pn89d50740b	7	2	devices	device	NOUN
pn89d50740b	7	3	carry	carry	VERB
pn89d50740b	7	4	very	very	ADV
pn89d50740b	7	5	small	small	ADJ
pn89d50740b	7	6	volumes	volume	NOUN
pn89d50740b	7	7	of	of	ADP
pn89d50740b	7	8	liquid	liquid	NOUN
pn89d50740b	7	9	though	though	SCONJ
pn89d50740b	7	10	channels	channel	NOUN
pn89d50740b	7	11	and	and	CCONJ
pn89d50740b	7	12	have	have	AUX
pn89d50740b	7	13	been	be	AUX
pn89d50740b	7	14	used	use	VERB
pn89d50740b	7	15	in	in	ADP
pn89d50740b	7	16	many	many	ADJ
pn89d50740b	7	17	biological	biological	ADJ
pn89d50740b	7	18	applications	application	NOUN
pn89d50740b	7	19	including	include	VERB
pn89d50740b	7	20	drug	drug	NOUN
pn89d50740b	7	21	discovery	discovery	NOUN
pn89d50740b	7	22	and	and	CCONJ
pn89d50740b	7	23	development	development	NOUN
pn89d50740b	7	24	.	.	PUNCT
pn89d50740b	8	1	in	in	ADP
pn89d50740b	8	2	many	many	ADJ
pn89d50740b	8	3	microfluidic	microfluidic	ADJ
pn89d50740b	8	4	experiments	experiment	NOUN
pn89d50740b	8	5	,	,	PUNCT
pn89d50740b	8	6	it	it	PRON
pn89d50740b	8	7	would	would	AUX
pn89d50740b	8	8	be	be	AUX
pn89d50740b	8	9	useful	useful	ADJ
pn89d50740b	8	10	to	to	PART
pn89d50740b	8	11	mix	mix	VERB
pn89d50740b	8	12	the	the	DET
pn89d50740b	8	13	fluid	fluid	NOUN
pn89d50740b	8	14	within	within	ADP
pn89d50740b	8	15	the	the	DET
pn89d50740b	8	16	chamber	chamber	NOUN
pn89d50740b	8	17	.	.	PUNCT
pn89d50740b	9	1	however	however	ADV
pn89d50740b	9	2	,	,	PUNCT
pn89d50740b	9	3	the	the	DET
pn89d50740b	9	4	traditional	traditional	ADJ
pn89d50740b	9	5	methods	method	NOUN
pn89d50740b	9	6	of	of	ADP
pn89d50740b	9	7	mixing	mix	VERB
pn89d50740b	9	8	and	and	CCONJ
pn89d50740b	9	9	pumping	pump	VERB
pn89d50740b	9	10	at	at	ADP
pn89d50740b	9	11	large	large	ADJ
pn89d50740b	9	12	length	length	NOUN
pn89d50740b	9	13	scales	scale	NOUN
pn89d50740b	9	14	do	do	AUX
pn89d50740b	9	15	n't	not	PART
pn89d50740b	9	16	work	work	VERB
pn89d50740b	9	17	at	at	ADP
pn89d50740b	9	18	small	small	ADJ
pn89d50740b	9	19	length	length	NOUN
pn89d50740b	9	20	scales	scale	NOUN
pn89d50740b	9	21	.	.	PUNCT
pn89d50740b	10	1	bacterial	bacterial	ADJ
pn89d50740b	10	2	carpets	carpet	NOUN
pn89d50740b	10	3	are	be	AUX
pn89d50740b	10	4	created	create	VERB
pn89d50740b	10	5	by	by	ADP
pn89d50740b	10	6	attaching	attach	VERB
pn89d50740b	10	7	bacteria	bacteria	NOUN
pn89d50740b	10	8	to	to	ADP
pn89d50740b	10	9	a	a	DET
pn89d50740b	10	10	substrate	substrate	NOUN
pn89d50740b	10	11	while	while	SCONJ
pn89d50740b	10	12	allowing	allow	VERB
pn89d50740b	10	13	their	their	PRON
pn89d50740b	10	14	flagella	flagella	NOUN
pn89d50740b	10	15	to	to	PART
pn89d50740b	10	16	freely	freely	ADV
pn89d50740b	10	17	rotate	rotate	VERB
pn89d50740b	10	18	and	and	CCONJ
pn89d50740b	10	19	may	may	AUX
pn89d50740b	10	20	provide	provide	VERB
pn89d50740b	10	21	a	a	DET
pn89d50740b	10	22	solution	solution	NOUN
pn89d50740b	10	23	to	to	ADP
pn89d50740b	10	24	this	this	DET
pn89d50740b	10	25	problem	problem	NOUN
pn89d50740b	10	26	.	.	PUNCT
pn89d50740b	11	1	the	the	DET
pn89d50740b	11	2	method	method	NOUN
pn89d50740b	11	3	of	of	ADP
pn89d50740b	11	4	regularized	regularize	VERB
pn89d50740b	11	5	stokeslets	stokeslet	NOUN
pn89d50740b	11	6	is	be	AUX
pn89d50740b	11	7	implemented	implement	VERB
pn89d50740b	11	8	to	to	PART
pn89d50740b	11	9	model	model	VERB
pn89d50740b	11	10	fluid	fluid	ADJ
pn89d50740b	11	11	flow	flow	NOUN
pn89d50740b	11	12	above	above	ADP
pn89d50740b	11	13	simulated	simulate	VERB
pn89d50740b	11	14	bacterial	bacterial	ADJ
pn89d50740b	11	15	carpets	carpet	NOUN
pn89d50740b	11	16	and	and	CCONJ
pn89d50740b	11	17	compare	compare	VERB
pn89d50740b	11	18	findings	finding	NOUN
pn89d50740b	11	19	to	to	PART
pn89d50740b	11	20	preliminary	preliminary	ADJ
pn89d50740b	11	21	experimental	experimental	ADJ
pn89d50740b	11	22	studies	study	NOUN
pn89d50740b	11	23	.	.	PUNCT