id	sid	tid	token	lemma	pos
h989r21159k	1	1	inertial	inertial	ADJ
h989r21159k	1	2	confinement	confinement	NOUN
h989r21159k	1	3	fusion	fusion	NOUN
h989r21159k	1	4	(	(	PUNCT
h989r21159k	1	5	icf	icf	X
h989r21159k	1	6	)	)	PUNCT
h989r21159k	1	7	is	be	AUX
h989r21159k	1	8	one	one	NUM
h989r21159k	1	9	of	of	ADP
h989r21159k	1	10	the	the	DET
h989r21159k	1	11	primary	primary	ADJ
h989r21159k	1	12	methods	method	NOUN
h989r21159k	1	13	that	that	PRON
h989r21159k	1	14	is	be	AUX
h989r21159k	1	15	being	be	AUX
h989r21159k	1	16	pursued	pursue	VERB
h989r21159k	1	17	today	today	NOUN
h989r21159k	1	18	as	as	ADP
h989r21159k	1	19	a	a	DET
h989r21159k	1	20	method	method	NOUN
h989r21159k	1	21	for	for	ADP
h989r21159k	1	22	achieving	achieve	VERB
h989r21159k	1	23	sustained	sustained	ADJ
h989r21159k	1	24	nuclear	nuclear	ADJ
h989r21159k	1	25	fusion	fusion	NOUN
h989r21159k	1	26	for	for	ADP
h989r21159k	1	27	the	the	DET
h989r21159k	1	28	purposes	purpose	NOUN
h989r21159k	1	29	of	of	ADP
h989r21159k	1	30	energy	energy	NOUN
h989r21159k	1	31	generation	generation	NOUN
h989r21159k	1	32	.	.	PUNCT
h989r21159k	2	1	en	en	ADP
h989r21159k	2	2	route	route	NOUN
h989r21159k	2	3	to	to	ADP
h989r21159k	2	4	obtaining	obtain	VERB
h989r21159k	2	5	this	this	DET
h989r21159k	2	6	capability	capability	NOUN
h989r21159k	2	7	many	many	ADJ
h989r21159k	2	8	experiments	experiment	NOUN
h989r21159k	2	9	have	have	AUX
h989r21159k	2	10	been	be	AUX
h989r21159k	2	11	and	and	CCONJ
h989r21159k	2	12	will	will	AUX
h989r21159k	2	13	continue	continue	VERB
h989r21159k	2	14	to	to	PART
h989r21159k	2	15	be	be	AUX
h989r21159k	2	16	done	do	VERB
h989r21159k	2	17	in	in	ADP
h989r21159k	2	18	this	this	DET
h989r21159k	2	19	pursuit	pursuit	NOUN
h989r21159k	2	20	;	;	PUNCT
h989r21159k	2	21	however	however	ADV
h989r21159k	2	22	,	,	PUNCT
h989r21159k	2	23	these	these	DET
h989r21159k	2	24	experiments	experiment	NOUN
h989r21159k	2	25	are	be	AUX
h989r21159k	2	26	costly	costly	ADJ
h989r21159k	2	27	at	at	ADP
h989r21159k	2	28	one	one	NUM
h989r21159k	2	29	million	million	NUM
h989r21159k	2	30	dollars	dollar	NOUN
h989r21159k	2	31	or	or	CCONJ
h989r21159k	2	32	more	more	ADJ
h989r21159k	2	33	for	for	ADP
h989r21159k	2	34	single	single	ADJ
h989r21159k	2	35	experiment	experiment	NOUN
h989r21159k	2	36	.	.	PUNCT
h989r21159k	3	1	simulations	simulation	NOUN
h989r21159k	3	2	thus	thus	ADV
h989r21159k	3	3	play	play	VERB
h989r21159k	3	4	a	a	DET
h989r21159k	3	5	key	key	ADJ
h989r21159k	3	6	role	role	NOUN
h989r21159k	3	7	in	in	ADP
h989r21159k	3	8	icf	icf	NOUN
h989r21159k	3	9	research	research	NOUN
h989r21159k	3	10	.	.	PUNCT
h989r21159k	4	1	these	these	DET
h989r21159k	4	2	simulations	simulation	NOUN
h989r21159k	4	3	are	be	AUX
h989r21159k	4	4	not	not	PART
h989r21159k	4	5	without	without	ADP
h989r21159k	4	6	their	their	PRON
h989r21159k	4	7	drawbacks	drawback	NOUN
h989r21159k	4	8	.	.	PUNCT
h989r21159k	5	1	nuclear	nuclear	ADJ
h989r21159k	5	2	fusion	fusion	NOUN
h989r21159k	5	3	simulations	simulation	NOUN
h989r21159k	5	4	reach	reach	VERB
h989r21159k	5	5	such	such	ADJ
h989r21159k	5	6	temperatures	temperature	NOUN
h989r21159k	5	7	and	and	CCONJ
h989r21159k	5	8	densities	density	NOUN
h989r21159k	5	9	that	that	SCONJ
h989r21159k	5	10	normal	normal	ADJ
h989r21159k	5	11	radiation	radiation	NOUN
h989r21159k	5	12	transport	transport	NOUN
h989r21159k	5	13	assumptions	assumption	NOUN
h989r21159k	5	14	no	no	ADV
h989r21159k	5	15	longer	long	ADV
h989r21159k	5	16	hold	hold	VERB
h989r21159k	5	17	and	and	CCONJ
h989r21159k	5	18	enter	enter	VERB
h989r21159k	5	19	the	the	DET
h989r21159k	5	20	regime	regime	NOUN
h989r21159k	5	21	of	of	ADP
h989r21159k	5	22	physics	physic	NOUN
h989r21159k	5	23	known	know	VERB
h989r21159k	5	24	as	as	ADP
h989r21159k	5	25	non	non	ADJ
h989r21159k	5	26	-	-	ADJ
h989r21159k	5	27	local	local	ADJ
h989r21159k	5	28	thermodynamic	thermodynamic	ADJ
h989r21159k	5	29	equilibrium	equilibrium	NOUN
h989r21159k	5	30	(	(	PUNCT
h989r21159k	5	31	nlte	nlte	PROPN
h989r21159k	5	32	)	)	PUNCT
h989r21159k	5	33	physics	physic	NOUN
h989r21159k	5	34	.	.	PUNCT
h989r21159k	6	1	computations	computation	NOUN
h989r21159k	6	2	in	in	ADP
h989r21159k	6	3	this	this	DET
h989r21159k	6	4	regime	regime	NOUN
h989r21159k	6	5	are	be	AUX
h989r21159k	6	6	notoriously	notoriously	ADV
h989r21159k	6	7	expensive	expensive	ADJ
h989r21159k	6	8	to	to	PART
h989r21159k	6	9	compute	compute	VERB
h989r21159k	6	10	.	.	PUNCT
h989r21159k	7	1	neural	neural	ADJ
h989r21159k	7	2	networks	network	NOUN
h989r21159k	7	3	have	have	AUX
h989r21159k	7	4	thus	thus	ADV
h989r21159k	7	5	been	be	AUX
h989r21159k	7	6	turned	turn	VERB
h989r21159k	7	7	to	to	ADP
h989r21159k	7	8	as	as	ADP
h989r21159k	7	9	an	an	DET
h989r21159k	7	10	alternative	alternative	NOUN
h989r21159k	7	11	for	for	ADP
h989r21159k	7	12	the	the	DET
h989r21159k	7	13	standard	standard	ADJ
h989r21159k	7	14	computations	computation	NOUN
h989r21159k	7	15	of	of	ADP
h989r21159k	7	16	nlte	nlte	PROPN
h989r21159k	7	17	opacities	opacity	NOUN
h989r21159k	7	18	.	.	PUNCT
h989r21159k	8	1	this	this	DET
h989r21159k	8	2	work	work	NOUN
h989r21159k	8	3	expands	expand	VERB
h989r21159k	8	4	upon	upon	SCONJ
h989r21159k	8	5	past	past	ADJ
h989r21159k	8	6	work	work	NOUN
h989r21159k	8	7	by	by	ADP
h989r21159k	8	8	extending	extend	VERB
h989r21159k	8	9	a	a	DET
h989r21159k	8	10	single	single	ADJ
h989r21159k	8	11	neural	neural	ADJ
h989r21159k	8	12	network	network	NOUN
h989r21159k	8	13	to	to	PART
h989r21159k	8	14	be	be	AUX
h989r21159k	8	15	able	able	ADJ
h989r21159k	8	16	to	to	PART
h989r21159k	8	17	model	model	VERB
h989r21159k	8	18	multiple	multiple	ADJ
h989r21159k	8	19	elements	element	NOUN
h989r21159k	8	20	,	,	PUNCT
h989r21159k	8	21	and	and	CCONJ
h989r21159k	8	22	demonstrates	demonstrate	VERB
h989r21159k	8	23	that	that	SCONJ
h989r21159k	8	24	a	a	DET
h989r21159k	8	25	median	median	ADJ
h989r21159k	8	26	relative	relative	ADJ
h989r21159k	8	27	error	error	NOUN
h989r21159k	8	28	for	for	ADP
h989r21159k	8	29	the	the	DET
h989r21159k	8	30	maximum	maximum	ADJ
h989r21159k	8	31	radiative	radiative	ADJ
h989r21159k	8	32	temperature	temperature	NOUN
h989r21159k	8	33	be	be	AUX
h989r21159k	8	34	at	at	ADV
h989r21159k	8	35	least	least	ADJ
h989r21159k	8	36	as	as	ADV
h989r21159k	8	37	low	low	ADJ
h989r21159k	8	38	as	as	ADP
h989r21159k	8	39	0.566\%	0.566\%	NUM
h989r21159k	8	40	.	.	PUNCT
h989r21159k	9	1	further	far	ADV
h989r21159k	9	2	extending	extend	VERB
h989r21159k	9	3	the	the	DET
h989r21159k	9	4	capabilities	capability	NOUN
h989r21159k	9	5	of	of	ADP
h989r21159k	9	6	the	the	DET
h989r21159k	9	7	neural	neural	ADJ
h989r21159k	9	8	networks	network	NOUN
h989r21159k	9	9	,	,	PUNCT
h989r21159k	9	10	it	it	PRON
h989r21159k	9	11	is	be	AUX
h989r21159k	9	12	demonstrated	demonstrate	VERB
h989r21159k	9	13	that	that	SCONJ
h989r21159k	9	14	neural	neural	ADJ
h989r21159k	9	15	networks	network	NOUN
h989r21159k	9	16	can	can	AUX
h989r21159k	9	17	be	be	AUX
h989r21159k	9	18	made	make	VERB
h989r21159k	9	19	to	to	PART
h989r21159k	9	20	predict	predict	VERB
h989r21159k	9	21	high	high	ADJ
h989r21159k	9	22	-	-	PUNCT
h989r21159k	9	23	fidelity	fidelity	NOUN
h989r21159k	9	24	spectra	spectra	NOUN
h989r21159k	9	25	through	through	ADP
h989r21159k	9	26	the	the	DET
h989r21159k	9	27	use	use	NOUN
h989r21159k	9	28	of	of	ADP
h989r21159k	9	29	transfer	transfer	NOUN
h989r21159k	9	30	learning	learning	NOUN
h989r21159k	9	31	achieving	achieve	VERB
h989r21159k	9	32	median	median	ADJ
h989r21159k	9	33	relative	relative	ADJ
h989r21159k	9	34	errors	error	NOUN
h989r21159k	9	35	of	of	ADP
h989r21159k	9	36	the	the	DET
h989r21159k	9	37	maximum	maximum	ADJ
h989r21159k	9	38	radiative	radiative	ADJ
h989r21159k	9	39	temperature	temperature	NOUN
h989r21159k	9	40	can	can	AUX
h989r21159k	9	41	be	be	AUX
h989r21159k	9	42	on	on	ADP
h989r21159k	9	43	the	the	DET
h989r21159k	9	44	order	order	NOUN
h989r21159k	9	45	of	of	ADP
h989r21159k	9	46	1\%-2\%	1\%-2\%	NUM
h989r21159k	9	47	and	and	CCONJ
h989r21159k	9	48	can	can	AUX
h989r21159k	9	49	very	very	ADV
h989r21159k	9	50	likely	likely	ADV
h989r21159k	9	51	be	be	AUX
h989r21159k	9	52	made	make	VERB
h989r21159k	9	53	better	well	ADJ
h989r21159k	9	54	with	with	ADP
h989r21159k	9	55	more	more	ADJ
h989r21159k	9	56	training	training	NOUN
h989r21159k	9	57	data	datum	NOUN
h989r21159k	9	58	.	.	PUNCT
h989r21159k	10	1	further	far	ADV
h989r21159k	10	2	,	,	PUNCT
h989r21159k	10	3	this	this	PRON
h989r21159k	10	4	was	be	AUX
h989r21159k	10	5	accomplished	accomplish	VERB
h989r21159k	10	6	while	while	SCONJ
h989r21159k	10	7	achieving	achieve	VERB
h989r21159k	10	8	a	a	DET
h989r21159k	10	9	computational	computational	ADJ
h989r21159k	10	10	speed	speed	NOUN
h989r21159k	10	11	up	up	ADP
h989r21159k	10	12	of	of	ADP
h989r21159k	10	13	roughly	roughly	ADV
h989r21159k	10	14	19x	19x	NOUN
h989r21159k	10	15	for	for	ADP
h989r21159k	10	16	the	the	DET
h989r21159k	10	17	level	level	NOUN
h989r21159k	10	18	of	of	ADP
h989r21159k	10	19	fidelity	fidelity	NOUN
h989r21159k	10	20	used	use	VERB
h989r21159k	10	21	.	.	PUNCT