id	sid	tid	token	lemma	pos
8c97kp8164f	1	1	heterogeneous	heterogeneous	ADJ
8c97kp8164f	1	2	materials	material	NOUN
8c97kp8164f	1	3	are	be	AUX
8c97kp8164f	1	4	widely	widely	ADV
8c97kp8164f	1	5	used	use	VERB
8c97kp8164f	1	6	in	in	ADP
8c97kp8164f	1	7	engineering	engineering	NOUN
8c97kp8164f	1	8	applications	application	NOUN
8c97kp8164f	1	9	.	.	PUNCT
8c97kp8164f	2	1	materials	material	NOUN
8c97kp8164f	2	2	with	with	ADP
8c97kp8164f	2	3	different	different	ADJ
8c97kp8164f	2	4	properties	property	NOUN
8c97kp8164f	2	5	can	can	AUX
8c97kp8164f	2	6	be	be	AUX
8c97kp8164f	2	7	combined	combine	VERB
8c97kp8164f	2	8	to	to	PART
8c97kp8164f	2	9	obtain	obtain	VERB
8c97kp8164f	2	10	composites	composite	NOUN
8c97kp8164f	2	11	with	with	ADP
8c97kp8164f	2	12	enhanced	enhanced	ADJ
8c97kp8164f	2	13	capabilities	capability	NOUN
8c97kp8164f	2	14	.	.	PUNCT
8c97kp8164f	3	1	the	the	DET
8c97kp8164f	3	2	application	application	NOUN
8c97kp8164f	3	3	of	of	ADP
8c97kp8164f	3	4	these	these	DET
8c97kp8164f	3	5	materials	material	NOUN
8c97kp8164f	3	6	can	can	AUX
8c97kp8164f	3	7	be	be	AUX
8c97kp8164f	3	8	observed	observe	VERB
8c97kp8164f	3	9	across	across	ADP
8c97kp8164f	3	10	many	many	ADJ
8c97kp8164f	3	11	different	different	ADJ
8c97kp8164f	3	12	industries	industry	NOUN
8c97kp8164f	3	13	,	,	PUNCT
8c97kp8164f	3	14	with	with	ADP
8c97kp8164f	3	15	much	much	ADJ
8c97kp8164f	3	16	interest	interest	NOUN
8c97kp8164f	3	17	given	give	VERB
8c97kp8164f	3	18	to	to	ADP
8c97kp8164f	3	19	designing	design	VERB
8c97kp8164f	3	20	and	and	CCONJ
8c97kp8164f	3	21	predicting	predict	VERB
8c97kp8164f	3	22	their	their	PRON
8c97kp8164f	3	23	response	response	NOUN
8c97kp8164f	3	24	to	to	ADP
8c97kp8164f	3	25	applied	apply	VERB
8c97kp8164f	3	26	loads	load	NOUN
8c97kp8164f	3	27	.	.	PUNCT
8c97kp8164f	4	1	utilizing	utilize	VERB
8c97kp8164f	4	2	finite	finite	NOUN
8c97kp8164f	4	3	elements	element	NOUN
8c97kp8164f	4	4	such	such	ADJ
8c97kp8164f	4	5	materials	material	NOUN
8c97kp8164f	4	6	are	be	AUX
8c97kp8164f	4	7	able	able	ADJ
8c97kp8164f	4	8	to	to	PART
8c97kp8164f	4	9	be	be	AUX
8c97kp8164f	4	10	simulated	simulate	VERB
8c97kp8164f	4	11	.	.	PUNCT
8c97kp8164f	5	1	if	if	SCONJ
8c97kp8164f	5	2	such	such	ADJ
8c97kp8164f	5	3	materials	material	NOUN
8c97kp8164f	5	4	are	be	AUX
8c97kp8164f	5	5	modeled	model	VERB
8c97kp8164f	5	6	using	use	VERB
8c97kp8164f	5	7	a	a	DET
8c97kp8164f	5	8	direct	direct	ADJ
8c97kp8164f	5	9	numerical	numerical	ADJ
8c97kp8164f	5	10	model	model	NOUN
8c97kp8164f	5	11	(	(	PUNCT
8c97kp8164f	5	12	dnm	dnm	PROPN
8c97kp8164f	5	13	)	)	PUNCT
8c97kp8164f	5	14	,	,	PUNCT
8c97kp8164f	5	15	the	the	DET
8c97kp8164f	5	16	finest	fine	ADJ
8c97kp8164f	5	17	length	length	NOUN
8c97kp8164f	5	18	scale	scale	NOUN
8c97kp8164f	5	19	is	be	AUX
8c97kp8164f	5	20	represented	represent	VERB
8c97kp8164f	5	21	by	by	ADP
8c97kp8164f	5	22	the	the	DET
8c97kp8164f	5	23	mesh	mesh	NOUN
8c97kp8164f	5	24	discretization	discretization	NOUN
8c97kp8164f	5	25	.	.	PUNCT
8c97kp8164f	6	1	however	however	ADV
8c97kp8164f	6	2	,	,	PUNCT
8c97kp8164f	6	3	for	for	ADP
8c97kp8164f	6	4	large	large	ADJ
8c97kp8164f	6	5	,	,	PUNCT
8c97kp8164f	6	6	industrial	industrial	ADJ
8c97kp8164f	6	7	problems	problem	NOUN
8c97kp8164f	6	8	this	this	PRON
8c97kp8164f	6	9	is	be	AUX
8c97kp8164f	6	10	done	do	VERB
8c97kp8164f	6	11	at	at	ADP
8c97kp8164f	6	12	great	great	ADJ
8c97kp8164f	6	13	computational	computational	ADJ
8c97kp8164f	6	14	cost	cost	NOUN
8c97kp8164f	6	15	.	.	PUNCT
8c97kp8164f	7	1	multi	multi	ADJ
8c97kp8164f	7	2	-	-	ADJ
8c97kp8164f	7	3	scale	scale	ADJ
8c97kp8164f	7	4	formulations	formulation	NOUN
8c97kp8164f	7	5	have	have	AUX
8c97kp8164f	7	6	been	be	AUX
8c97kp8164f	7	7	used	use	VERB
8c97kp8164f	7	8	to	to	PART
8c97kp8164f	7	9	decrease	decrease	VERB
8c97kp8164f	7	10	the	the	DET
8c97kp8164f	7	11	computational	computational	ADJ
8c97kp8164f	7	12	cost	cost	NOUN
8c97kp8164f	7	13	,	,	PUNCT
8c97kp8164f	7	14	making	make	VERB
8c97kp8164f	7	15	use	use	NOUN
8c97kp8164f	7	16	of	of	ADP
8c97kp8164f	7	17	a	a	DET
8c97kp8164f	7	18	periodic	periodic	ADJ
8c97kp8164f	7	19	representative	representative	ADJ
8c97kp8164f	7	20	unit	unit	NOUN
8c97kp8164f	7	21	cell	cell	NOUN
8c97kp8164f	7	22	(	(	PUNCT
8c97kp8164f	7	23	ruc	ruc	NOUN
8c97kp8164f	7	24	)	)	PUNCT
8c97kp8164f	7	25	.	.	PUNCT
8c97kp8164f	8	1	such	such	ADJ
8c97kp8164f	8	2	cells	cell	NOUN
8c97kp8164f	8	3	are	be	AUX
8c97kp8164f	8	4	embedded	embed	VERB
8c97kp8164f	8	5	into	into	ADP
8c97kp8164f	8	6	the	the	DET
8c97kp8164f	8	7	coarse	coarse	ADJ
8c97kp8164f	8	8	scale	scale	NOUN
8c97kp8164f	8	9	domain	domain	NOUN
8c97kp8164f	8	10	's	's	PART
8c97kp8164f	8	11	integration	integration	NOUN
8c97kp8164f	8	12	points	point	NOUN
8c97kp8164f	8	13	(	(	PUNCT
8c97kp8164f	8	14	fe2	fe2	X
8c97kp8164f	8	15	)	)	PUNCT
8c97kp8164f	8	16	,	,	PUNCT
8c97kp8164f	8	17	which	which	PRON
8c97kp8164f	8	18	can	can	AUX
8c97kp8164f	8	19	also	also	ADV
8c97kp8164f	8	20	be	be	AUX
8c97kp8164f	8	21	computationally	computationally	ADV
8c97kp8164f	8	22	expensive	expensive	ADJ
8c97kp8164f	8	23	.	.	PUNCT
8c97kp8164f	9	1	methods	method	NOUN
8c97kp8164f	9	2	have	have	AUX
8c97kp8164f	9	3	been	be	AUX
8c97kp8164f	9	4	produced	produce	VERB
8c97kp8164f	9	5	to	to	PART
8c97kp8164f	9	6	further	far	ADV
8c97kp8164f	9	7	reduce	reduce	VERB
8c97kp8164f	9	8	the	the	DET
8c97kp8164f	9	9	cost	cost	NOUN
8c97kp8164f	9	10	of	of	ADP
8c97kp8164f	9	11	multi	multi	ADJ
8c97kp8164f	9	12	-	-	ADJ
8c97kp8164f	9	13	scale	scale	ADJ
8c97kp8164f	9	14	formulations	formulation	NOUN
8c97kp8164f	9	15	by	by	ADP
8c97kp8164f	9	16	embedding	embed	VERB
8c97kp8164f	9	17	the	the	DET
8c97kp8164f	9	18	macro	macro	ADJ
8c97kp8164f	9	19	-	-	ADJ
8c97kp8164f	9	20	scale	scale	ADJ
8c97kp8164f	9	21	solution	solution	NOUN
8c97kp8164f	9	22	with	with	ADP
8c97kp8164f	9	23	the	the	DET
8c97kp8164f	9	24	relevant	relevant	ADJ
8c97kp8164f	9	25	micro	micro	ADJ
8c97kp8164f	9	26	-	-	ADJ
8c97kp8164f	9	27	scale	scale	ADJ
8c97kp8164f	9	28	features	feature	NOUN
8c97kp8164f	9	29	.	.	PUNCT
8c97kp8164f	10	1	such	such	ADJ
8c97kp8164f	10	2	methods	method	NOUN
8c97kp8164f	10	3	are	be	AUX
8c97kp8164f	10	4	referred	refer	VERB
8c97kp8164f	10	5	to	to	ADP
8c97kp8164f	10	6	as	as	ADP
8c97kp8164f	10	7	transformation	transformation	NOUN
8c97kp8164f	10	8	field	field	NOUN
8c97kp8164f	10	9	analysis	analysis	NOUN
8c97kp8164f	10	10	(	(	PUNCT
8c97kp8164f	10	11	tfa).this	tfa).this	PRON
8c97kp8164f	10	12	work	work	NOUN
8c97kp8164f	10	13	presents	present	VERB
8c97kp8164f	10	14	a	a	DET
8c97kp8164f	10	15	new	new	ADJ
8c97kp8164f	10	16	approach	approach	NOUN
8c97kp8164f	10	17	to	to	ADP
8c97kp8164f	10	18	the	the	DET
8c97kp8164f	10	19	traditional	traditional	ADJ
8c97kp8164f	10	20	tfa	tfa	NOUN
8c97kp8164f	10	21	developed	develop	VERB
8c97kp8164f	10	22	by	by	ADP
8c97kp8164f	10	23	dvorak	dvorak	PROPN
8c97kp8164f	10	24	,	,	PUNCT
8c97kp8164f	10	25	expanding	expand	VERB
8c97kp8164f	10	26	on	on	ADP
8c97kp8164f	10	27	the	the	DET
8c97kp8164f	10	28	multi	multi	ADJ
8c97kp8164f	10	29	-	-	ADJ
8c97kp8164f	10	30	scale	scale	ADJ
8c97kp8164f	10	31	enrichment	enrichment	NOUN
8c97kp8164f	10	32	techniques	technique	NOUN
8c97kp8164f	10	33	developed	develop	VERB
8c97kp8164f	10	34	by	by	ADP
8c97kp8164f	10	35	fish	fish	NOUN
8c97kp8164f	10	36	.	.	PUNCT
8c97kp8164f	11	1	tfa	tfa	NOUN
8c97kp8164f	11	2	relies	rely	VERB
8c97kp8164f	11	3	upon	upon	SCONJ
8c97kp8164f	11	4	the	the	DET
8c97kp8164f	11	5	development	development	NOUN
8c97kp8164f	11	6	of	of	ADP
8c97kp8164f	11	7	influence	influence	NOUN
8c97kp8164f	11	8	functions	function	NOUN
8c97kp8164f	11	9	and	and	CCONJ
8c97kp8164f	11	10	concentration	concentration	NOUN
8c97kp8164f	11	11	tensors	tensor	NOUN
8c97kp8164f	11	12	to	to	ADP
8c97kp8164f	11	13	upscale	upscale	ADJ
8c97kp8164f	11	14	information	information	NOUN
8c97kp8164f	11	15	on	on	ADP
8c97kp8164f	11	16	the	the	DET
8c97kp8164f	11	17	fine	fine	ADJ
8c97kp8164f	11	18	scale	scale	NOUN
8c97kp8164f	11	19	to	to	ADP
8c97kp8164f	11	20	the	the	DET
8c97kp8164f	11	21	coarse	coarse	ADJ
8c97kp8164f	11	22	scale	scale	NOUN
8c97kp8164f	11	23	,	,	PUNCT
8c97kp8164f	11	24	with	with	ADP
8c97kp8164f	11	25	information	information	NOUN
8c97kp8164f	11	26	being	be	AUX
8c97kp8164f	11	27	passed	pass	VERB
8c97kp8164f	11	28	between	between	ADP
8c97kp8164f	11	29	a	a	DET
8c97kp8164f	11	30	fine	fine	ADJ
8c97kp8164f	11	31	scale	scale	NOUN
8c97kp8164f	11	32	mesh	mesh	NOUN
8c97kp8164f	11	33	and	and	CCONJ
8c97kp8164f	11	34	a	a	DET
8c97kp8164f	11	35	single	single	ADJ
8c97kp8164f	11	36	coarse	coarse	ADJ
8c97kp8164f	11	37	scale	scale	NOUN
8c97kp8164f	11	38	element	element	NOUN
8c97kp8164f	11	39	(	(	PUNCT
8c97kp8164f	11	40	local	local	ADJ
8c97kp8164f	11	41	tfa	tfa	NOUN
8c97kp8164f	11	42	)	)	PUNCT
8c97kp8164f	11	43	.	.	PUNCT
8c97kp8164f	12	1	a	a	DET
8c97kp8164f	12	2	new	new	ADJ
8c97kp8164f	12	3	model	model	NOUN
8c97kp8164f	12	4	is	be	AUX
8c97kp8164f	12	5	proposed	propose	VERB
8c97kp8164f	12	6	,	,	PUNCT
8c97kp8164f	12	7	one	one	NUM
8c97kp8164f	12	8	that	that	PRON
8c97kp8164f	12	9	allows	allow	VERB
8c97kp8164f	12	10	communication	communication	NOUN
8c97kp8164f	12	11	of	of	ADP
8c97kp8164f	12	12	eigenstrain	eigenstrain	ADJ
8c97kp8164f	12	13	effects	effect	NOUN
8c97kp8164f	12	14	between	between	ADP
8c97kp8164f	12	15	all	all	DET
8c97kp8164f	12	16	fine	fine	ADJ
8c97kp8164f	12	17	scale	scale	NOUN
8c97kp8164f	12	18	meshes	mesh	NOUN
8c97kp8164f	12	19	and	and	CCONJ
8c97kp8164f	12	20	all	all	DET
8c97kp8164f	12	21	coarse	coarse	ADJ
8c97kp8164f	12	22	scale	scale	NOUN
8c97kp8164f	12	23	elements	element	NOUN
8c97kp8164f	12	24	(	(	PUNCT
8c97kp8164f	12	25	nonlocal	nonlocal	ADJ
8c97kp8164f	12	26	tfa).a	tfa).a	PUNCT
8c97kp8164f	12	27	2d	2d	NOUN
8c97kp8164f	12	28	plane	plane	NOUN
8c97kp8164f	12	29	-	-	PUNCT
8c97kp8164f	12	30	strain	strain	NOUN
8c97kp8164f	12	31	mechanical	mechanical	ADJ
8c97kp8164f	12	32	model	model	NOUN
8c97kp8164f	12	33	is	be	AUX
8c97kp8164f	12	34	developed	develop	VERB
8c97kp8164f	12	35	to	to	PART
8c97kp8164f	12	36	solve	solve	VERB
8c97kp8164f	12	37	2	2	NUM
8c97kp8164f	12	38	-	-	PUNCT
8c97kp8164f	12	39	scale	scale	NOUN
8c97kp8164f	12	40	problems	problem	NOUN
8c97kp8164f	12	41	.	.	PUNCT
8c97kp8164f	13	1	an	an	DET
8c97kp8164f	13	2	isotropic	isotropic	ADJ
8c97kp8164f	13	3	linear	linear	ADJ
8c97kp8164f	13	4	hardening	hardening	NOUN
8c97kp8164f	13	5	model	model	NOUN
8c97kp8164f	13	6	is	be	AUX
8c97kp8164f	13	7	used	use	VERB
8c97kp8164f	13	8	with	with	SCONJ
8c97kp8164f	13	9	j2	j2	PROPN
8c97kp8164f	13	10	plasticity	plasticity	NOUN
8c97kp8164f	13	11	to	to	PART
8c97kp8164f	13	12	represent	represent	VERB
8c97kp8164f	13	13	eigenstrains	eigenstrain	NOUN
8c97kp8164f	13	14	as	as	ADP
8c97kp8164f	13	15	plastic	plastic	ADJ
8c97kp8164f	13	16	strains	strain	NOUN
8c97kp8164f	13	17	.	.	PUNCT
8c97kp8164f	14	1	a	a	DET
8c97kp8164f	14	2	model	model	NOUN
8c97kp8164f	14	3	reduction	reduction	NOUN
8c97kp8164f	14	4	is	be	AUX
8c97kp8164f	14	5	also	also	ADV
8c97kp8164f	14	6	used	use	VERB
8c97kp8164f	14	7	to	to	PART
8c97kp8164f	14	8	demonstrate	demonstrate	VERB
8c97kp8164f	14	9	how	how	SCONJ
8c97kp8164f	14	10	nonlocal	nonlocal	ADJ
8c97kp8164f	14	11	tfa	tfa	NOUN
8c97kp8164f	14	12	performs	perform	VERB
8c97kp8164f	14	13	in	in	ADP
8c97kp8164f	14	14	comparison	comparison	NOUN
8c97kp8164f	14	15	to	to	ADP
8c97kp8164f	14	16	local	local	ADJ
8c97kp8164f	14	17	tfa	tfa	NOUN
8c97kp8164f	14	18	with	with	ADP
8c97kp8164f	14	19	piecewise	piecewise	NOUN
8c97kp8164f	14	20	continuous	continuous	ADJ
8c97kp8164f	14	21	strains	strain	NOUN
8c97kp8164f	14	22	.	.	PUNCT
8c97kp8164f	15	1	the	the	DET
8c97kp8164f	15	2	models	model	NOUN
8c97kp8164f	15	3	are	be	AUX
8c97kp8164f	15	4	discretized	discretize	VERB
8c97kp8164f	15	5	and	and	CCONJ
8c97kp8164f	15	6	implemented	implement	VERB
8c97kp8164f	15	7	into	into	ADP
8c97kp8164f	15	8	a	a	DET
8c97kp8164f	15	9	numerical	numerical	ADJ
8c97kp8164f	15	10	solver	solver	NOUN
8c97kp8164f	15	11	.	.	PUNCT
8c97kp8164f	16	1	a	a	DET
8c97kp8164f	16	2	direct	direct	ADJ
8c97kp8164f	16	3	numerical	numerical	ADJ
8c97kp8164f	16	4	model	model	NOUN
8c97kp8164f	16	5	is	be	AUX
8c97kp8164f	16	6	also	also	ADV
8c97kp8164f	16	7	provided	provide	VERB
8c97kp8164f	16	8	for	for	ADP
8c97kp8164f	16	9	verification	verification	NOUN
8c97kp8164f	16	10	purposes	purpose	NOUN
8c97kp8164f	16	11	,	,	PUNCT
8c97kp8164f	16	12	with	with	ADP
8c97kp8164f	16	13	a	a	DET
8c97kp8164f	16	14	method	method	NOUN
8c97kp8164f	16	15	of	of	ADP
8c97kp8164f	16	16	manufactured	manufacture	VERB
8c97kp8164f	16	17	solutions	solution	NOUN
8c97kp8164f	16	18	used	use	VERB
8c97kp8164f	16	19	to	to	PART
8c97kp8164f	16	20	verify	verify	VERB
8c97kp8164f	16	21	the	the	DET
8c97kp8164f	16	22	dnm	dnm	PROPN
8c97kp8164f	16	23	.	.	PROPN
8c97kp8164f	17	1	afterwards	afterwards	ADV
8c97kp8164f	17	2	,	,	PUNCT
8c97kp8164f	17	3	the	the	DET
8c97kp8164f	17	4	results	result	NOUN
8c97kp8164f	17	5	are	be	AUX
8c97kp8164f	17	6	discussed.this	discussed.this	PRON
8c97kp8164f	17	7	work	work	NOUN
8c97kp8164f	17	8	may	may	AUX
8c97kp8164f	17	9	be	be	AUX
8c97kp8164f	17	10	expanded	expand	VERB
8c97kp8164f	17	11	to	to	PART
8c97kp8164f	17	12	include	include	VERB
8c97kp8164f	17	13	cohesive	cohesive	ADJ
8c97kp8164f	17	14	interfaces	interface	NOUN
8c97kp8164f	17	15	between	between	ADP
8c97kp8164f	17	16	the	the	DET
8c97kp8164f	17	17	matrix	matrix	NOUN
8c97kp8164f	17	18	and	and	CCONJ
8c97kp8164f	17	19	particles	particle	NOUN
8c97kp8164f	17	20	,	,	PUNCT
8c97kp8164f	17	21	as	as	ADV
8c97kp8164f	17	22	well	well	ADV
8c97kp8164f	17	23	as	as	ADP
8c97kp8164f	17	24	the	the	DET
8c97kp8164f	17	25	inclusion	inclusion	NOUN
8c97kp8164f	17	26	of	of	ADP
8c97kp8164f	17	27	fracture	fracture	NOUN
8c97kp8164f	17	28	mechanics	mechanic	NOUN
8c97kp8164f	17	29	,	,	PUNCT
8c97kp8164f	17	30	allowing	allow	VERB
8c97kp8164f	17	31	the	the	DET
8c97kp8164f	17	32	model	model	NOUN
8c97kp8164f	17	33	to	to	PART
8c97kp8164f	17	34	capture	capture	VERB
8c97kp8164f	17	35	separation	separation	NOUN
8c97kp8164f	17	36	of	of	ADP
8c97kp8164f	17	37	particles	particle	NOUN
8c97kp8164f	17	38	from	from	ADP
8c97kp8164f	17	39	the	the	DET
8c97kp8164f	17	40	matrix	matrix	NOUN
8c97kp8164f	17	41	,	,	PUNCT
8c97kp8164f	17	42	as	as	ADV
8c97kp8164f	17	43	well	well	ADV
8c97kp8164f	17	44	as	as	ADP
8c97kp8164f	17	45	other	other	ADJ
8c97kp8164f	17	46	micro	micro	ADJ
8c97kp8164f	17	47	mechanical	mechanical	ADJ
8c97kp8164f	17	48	effects	effect	NOUN
8c97kp8164f	17	49	.	.	PUNCT