id	sid	tid	token	lemma	pos
jm214m92p6j	1	1	the	the	DET
jm214m92p6j	1	2	need	need	NOUN
jm214m92p6j	1	3	and	and	CCONJ
jm214m92p6j	1	4	the	the	DET
jm214m92p6j	1	5	opportunity	opportunity	NOUN
jm214m92p6j	1	6	for	for	ADP
jm214m92p6j	1	7	significant	significant	ADJ
jm214m92p6j	1	8	savings	saving	NOUN
jm214m92p6j	1	9	in	in	ADP
jm214m92p6j	1	10	both	both	DET
jm214m92p6j	1	11	time	time	NOUN
jm214m92p6j	1	12	and	and	CCONJ
jm214m92p6j	1	13	cost	cost	NOUN
jm214m92p6j	1	14	for	for	ADP
jm214m92p6j	1	15	the	the	DET
jm214m92p6j	1	16	engineered	engineer	VERB
jm214m92p6j	1	17	development	development	NOUN
jm214m92p6j	1	18	of	of	ADP
jm214m92p6j	1	19	advanced	advanced	ADJ
jm214m92p6j	1	20	nanomaterials	nanomaterial	NOUN
jm214m92p6j	1	21	coupled	couple	VERB
jm214m92p6j	1	22	with	with	ADP
jm214m92p6j	1	23	the	the	DET
jm214m92p6j	1	24	tremendous	tremendous	ADJ
jm214m92p6j	1	25	growth	growth	NOUN
jm214m92p6j	1	26	in	in	ADP
jm214m92p6j	1	27	the	the	DET
jm214m92p6j	1	28	past	past	ADJ
jm214m92p6j	1	29	couple	couple	NOUN
jm214m92p6j	1	30	of	of	ADP
jm214m92p6j	1	31	decades	decade	NOUN
jm214m92p6j	1	32	in	in	ADP
jm214m92p6j	1	33	computational	computational	ADJ
jm214m92p6j	1	34	materials	material	NOUN
jm214m92p6j	1	35	science	science	NOUN
jm214m92p6j	1	36	has	have	AUX
jm214m92p6j	1	37	not	not	PART
jm214m92p6j	1	38	yet	yet	ADV
jm214m92p6j	1	39	materialized	materialize	VERB
jm214m92p6j	1	40	into	into	ADP
jm214m92p6j	1	41	significant	significant	ADJ
jm214m92p6j	1	42	material	material	NOUN
jm214m92p6j	1	43	design	design	NOUN
jm214m92p6j	1	44	tool	tool	NOUN
jm214m92p6j	1	45	developments	development	NOUN
jm214m92p6j	1	46	.	.	PUNCT
jm214m92p6j	2	1	of	of	ADP
jm214m92p6j	2	2	particular	particular	ADJ
jm214m92p6j	2	3	importance	importance	NOUN
jm214m92p6j	2	4	in	in	ADP
jm214m92p6j	2	5	the	the	DET
jm214m92p6j	2	6	engineering	engineering	NOUN
jm214m92p6j	2	7	design	design	NOUN
jm214m92p6j	2	8	of	of	ADP
jm214m92p6j	2	9	composite	composite	ADJ
jm214m92p6j	2	10	materials	material	NOUN
jm214m92p6j	2	11	for	for	ADP
jm214m92p6j	2	12	various	various	ADJ
jm214m92p6j	2	13	applications	application	NOUN
jm214m92p6j	2	14	is	be	AUX
jm214m92p6j	2	15	the	the	DET
jm214m92p6j	2	16	ability	ability	NOUN
jm214m92p6j	2	17	to	to	PART
jm214m92p6j	2	18	tailor	tailor	VERB
jm214m92p6j	2	19	the	the	DET
jm214m92p6j	2	20	constituent	constituent	NOUN
jm214m92p6j	2	21	materials	material	NOUN
jm214m92p6j	2	22	and	and	CCONJ
jm214m92p6j	2	23	the	the	DET
jm214m92p6j	2	24	internal	internal	ADJ
jm214m92p6j	2	25	architectures	architecture	NOUN
jm214m92p6j	2	26	.	.	PUNCT
jm214m92p6j	3	1	the	the	DET
jm214m92p6j	3	2	inverse	inverse	ADJ
jm214m92p6j	3	3	problem	problem	NOUN
jm214m92p6j	3	4	of	of	ADP
jm214m92p6j	3	5	determining	determine	VERB
jm214m92p6j	3	6	an	an	DET
jm214m92p6j	3	7	optimal	optimal	ADJ
jm214m92p6j	3	8	microstructure	microstructure	NOUN
jm214m92p6j	3	9	for	for	ADP
jm214m92p6j	3	10	a	a	DET
jm214m92p6j	3	11	desired	desire	VERB
jm214m92p6j	3	12	application	application	NOUN
jm214m92p6j	3	13	is	be	AUX
jm214m92p6j	3	14	a	a	DET
jm214m92p6j	3	15	challenging	challenging	ADJ
jm214m92p6j	3	16	task	task	NOUN
jm214m92p6j	3	17	.	.	PUNCT
jm214m92p6j	4	1	this	this	DET
jm214m92p6j	4	2	procedure	procedure	NOUN
jm214m92p6j	4	3	has	have	AUX
jm214m92p6j	4	4	been	be	AUX
jm214m92p6j	4	5	traditionally	traditionally	ADV
jm214m92p6j	4	6	accomplished	accomplish	VERB
jm214m92p6j	4	7	by	by	ADP
jm214m92p6j	4	8	trial	trial	NOUN
jm214m92p6j	4	9	-	-	PUNCT
jm214m92p6j	4	10	and	and	CCONJ
jm214m92p6j	4	11	-	-	PUNCT
jm214m92p6j	4	12	error	error	NOUN
jm214m92p6j	4	13	and	and	CCONJ
jm214m92p6j	4	14	depends	depend	VERB
jm214m92p6j	4	15	considerably	considerably	ADV
jm214m92p6j	4	16	on	on	ADP
jm214m92p6j	4	17	the	the	DET
jm214m92p6j	4	18	designer	designer	NOUN
jm214m92p6j	4	19	's	's	PART
jm214m92p6j	4	20	intuition	intuition	NOUN
jm214m92p6j	4	21	and	and	CCONJ
jm214m92p6j	4	22	experience	experience	NOUN
jm214m92p6j	4	23	.	.	PUNCT
jm214m92p6j	5	1	for	for	ADP
jm214m92p6j	5	2	this	this	DET
jm214m92p6j	5	3	reason	reason	NOUN
jm214m92p6j	5	4	,	,	PUNCT
jm214m92p6j	5	5	obtaining	obtain	VERB
jm214m92p6j	5	6	new	new	ADJ
jm214m92p6j	5	7	materials	material	NOUN
jm214m92p6j	5	8	has	have	AUX
jm214m92p6j	5	9	been	be	AUX
jm214m92p6j	5	10	a	a	DET
jm214m92p6j	5	11	time	time	NOUN
jm214m92p6j	5	12	consuming	consume	VERB
jm214m92p6j	5	13	and	and	CCONJ
jm214m92p6j	5	14	an	an	DET
jm214m92p6j	5	15	expensive	expensive	ADJ
jm214m92p6j	5	16	process	process	NOUN
jm214m92p6j	5	17	.	.	PUNCT
jm214m92p6j	6	1	accordingly	accordingly	ADV
jm214m92p6j	6	2	,	,	PUNCT
jm214m92p6j	6	3	a	a	DET
jm214m92p6j	6	4	systematic	systematic	ADJ
jm214m92p6j	6	5	method	method	NOUN
jm214m92p6j	6	6	capable	capable	ADJ
jm214m92p6j	6	7	of	of	ADP
jm214m92p6j	6	8	synthesizing	synthesize	VERB
jm214m92p6j	6	9	the	the	DET
jm214m92p6j	6	10	optimal	optimal	ADJ
jm214m92p6j	6	11	microstructure	microstructure	NOUN
jm214m92p6j	6	12	that	that	PRON
jm214m92p6j	6	13	will	will	AUX
jm214m92p6j	6	14	satisfy	satisfy	VERB
jm214m92p6j	6	15	the	the	DET
jm214m92p6j	6	16	design	design	NOUN
jm214m92p6j	6	17	requirements	requirement	NOUN
jm214m92p6j	6	18	,	,	PUNCT
jm214m92p6j	6	19	while	while	SCONJ
jm214m92p6j	6	20	reducing	reduce	VERB
jm214m92p6j	6	21	cost	cost	NOUN
jm214m92p6j	6	22	and	and	CCONJ
jm214m92p6j	6	23	time	time	NOUN
jm214m92p6j	6	24	,	,	PUNCT
jm214m92p6j	6	25	is	be	AUX
jm214m92p6j	6	26	desired	desire	VERB
jm214m92p6j	6	27	.	.	PUNCT
jm214m92p6j	7	1	the	the	DET
jm214m92p6j	7	2	intensive	intensive	ADJ
jm214m92p6j	7	3	computational	computational	ADJ
jm214m92p6j	7	4	cost	cost	NOUN
jm214m92p6j	7	5	of	of	ADP
jm214m92p6j	7	6	numerical	numerical	ADJ
jm214m92p6j	7	7	tools	tool	NOUN
jm214m92p6j	7	8	for	for	ADP
jm214m92p6j	7	9	material	material	ADJ
jm214m92p6j	7	10	behavior	behavior	NOUN
jm214m92p6j	7	11	analysis	analysis	NOUN
jm214m92p6j	7	12	makes	make	VERB
jm214m92p6j	7	13	the	the	DET
jm214m92p6j	7	14	use	use	NOUN
jm214m92p6j	7	15	of	of	ADP
jm214m92p6j	7	16	iterative	iterative	ADJ
jm214m92p6j	7	17	design	design	NOUN
jm214m92p6j	7	18	and	and	CCONJ
jm214m92p6j	7	19	optimization	optimization	NOUN
jm214m92p6j	7	20	procedures	procedure	NOUN
jm214m92p6j	7	21	based	base	VERB
jm214m92p6j	7	22	on	on	ADP
jm214m92p6j	7	23	such	such	ADJ
jm214m92p6j	7	24	simulations	simulation	NOUN
jm214m92p6j	7	25	prohibitively	prohibitively	ADV
jm214m92p6j	7	26	expensive	expensive	ADJ
jm214m92p6j	7	27	to	to	PART
jm214m92p6j	7	28	perform	perform	VERB
jm214m92p6j	7	29	.	.	PUNCT
jm214m92p6j	8	1	one	one	NUM
jm214m92p6j	8	2	therefore	therefore	ADV
jm214m92p6j	8	3	,	,	PUNCT
jm214m92p6j	8	4	requires	require	VERB
jm214m92p6j	8	5	a	a	DET
jm214m92p6j	8	6	design	design	NOUN
jm214m92p6j	8	7	approach	approach	NOUN
jm214m92p6j	8	8	that	that	PRON
jm214m92p6j	8	9	can	can	AUX
jm214m92p6j	8	10	incorporate	incorporate	VERB
jm214m92p6j	8	11	multiple	multiple	ADJ
jm214m92p6j	8	12	simulations	simulation	NOUN
jm214m92p6j	8	13	of	of	ADP
jm214m92p6j	8	14	varying	vary	VERB
jm214m92p6j	8	15	fidelity	fidelity	NOUN
jm214m92p6j	8	16	in	in	ADP
jm214m92p6j	8	17	design	design	NOUN
jm214m92p6j	8	18	iterations	iteration	NOUN
jm214m92p6j	8	19	,	,	PUNCT
jm214m92p6j	8	20	in	in	ADP
jm214m92p6j	8	21	an	an	DET
jm214m92p6j	8	22	iterative	iterative	ADJ
jm214m92p6j	8	23	manner	manner	NOUN
jm214m92p6j	8	24	,	,	PUNCT
jm214m92p6j	8	25	while	while	SCONJ
jm214m92p6j	8	26	simultaneously	simultaneously	ADV
jm214m92p6j	8	27	reducing	reduce	VERB
jm214m92p6j	8	28	the	the	DET
jm214m92p6j	8	29	design	design	NOUN
jm214m92p6j	8	30	cycle	cycle	NOUN
jm214m92p6j	8	31	time	time	NOUN
jm214m92p6j	8	32	.	.	PUNCT
jm214m92p6j	9	1	the	the	DET
jm214m92p6j	9	2	present	present	ADJ
jm214m92p6j	9	3	investigation	investigation	NOUN
jm214m92p6j	9	4	focuses	focus	VERB
jm214m92p6j	9	5	on	on	ADP
jm214m92p6j	9	6	the	the	DET
jm214m92p6j	9	7	development	development	NOUN
jm214m92p6j	9	8	of	of	ADP
jm214m92p6j	9	9	a	a	DET
jm214m92p6j	9	10	simulation	simulation	NOUN
jm214m92p6j	9	11	-	-	PUNCT
jm214m92p6j	9	12	based	base	VERB
jm214m92p6j	9	13	design	design	NOUN
jm214m92p6j	9	14	optimization	optimization	NOUN
jm214m92p6j	9	15	methodology	methodology	NOUN
jm214m92p6j	9	16	to	to	PART
jm214m92p6j	9	17	predict	predict	VERB
jm214m92p6j	9	18	the	the	DET
jm214m92p6j	9	19	most	most	ADV
jm214m92p6j	9	20	suitable	suitable	ADJ
jm214m92p6j	9	21	microstructures	microstructure	NOUN
jm214m92p6j	9	22	of	of	ADP
jm214m92p6j	9	23	silicon	silicon	PROPN
jm214m92p6j	9	24	carbide	carbide	PROPN
jm214m92p6j	9	25	silicon	silicon	PROPN
jm214m92p6j	9	26	nitride	nitride	PROPN
jm214m92p6j	9	27	(	(	PUNCT
jm214m92p6j	9	28	sic	sic	NOUN
jm214m92p6j	9	29	-	-	PUNCT
jm214m92p6j	9	30	si3n4	si3n4	NOUN
jm214m92p6j	9	31	)	)	PUNCT
jm214m92p6j	9	32	nanocomposites	nanocomposite	NOUN
jm214m92p6j	9	33	for	for	ADP
jm214m92p6j	9	34	desired	desire	VERB
jm214m92p6j	9	35	high	high	ADJ
jm214m92p6j	9	36	temperature	temperature	NOUN
jm214m92p6j	9	37	properties	property	NOUN
jm214m92p6j	9	38	.	.	PUNCT
jm214m92p6j	10	1	this	this	DET
jm214m92p6j	10	2	work	work	NOUN
jm214m92p6j	10	3	presents	present	VERB
jm214m92p6j	10	4	a	a	DET
jm214m92p6j	10	5	systematic	systematic	ADJ
jm214m92p6j	10	6	optimization	optimization	NOUN
jm214m92p6j	10	7	methodology	methodology	NOUN
jm214m92p6j	10	8	to	to	PART
jm214m92p6j	10	9	predict	predict	VERB
jm214m92p6j	10	10	optimal	optimal	ADJ
jm214m92p6j	10	11	material	material	NOUN
jm214m92p6j	10	12	microstructures	microstructure	NOUN
jm214m92p6j	10	13	,	,	PUNCT
jm214m92p6j	10	14	while	while	SCONJ
jm214m92p6j	10	15	considering	consider	VERB
jm214m92p6j	10	16	uncertainties	uncertainty	NOUN
jm214m92p6j	10	17	in	in	ADP
jm214m92p6j	10	18	the	the	DET
jm214m92p6j	10	19	microstructural	microstructural	ADJ
jm214m92p6j	10	20	representations	representation	NOUN
jm214m92p6j	10	21	with	with	ADP
jm214m92p6j	10	22	simultaneous	simultaneous	ADJ
jm214m92p6j	10	23	reduction	reduction	NOUN
jm214m92p6j	10	24	in	in	ADP
jm214m92p6j	10	25	the	the	DET
jm214m92p6j	10	26	design	design	NOUN
jm214m92p6j	10	27	cycle	cycle	NOUN
jm214m92p6j	10	28	time	time	NOUN
jm214m92p6j	10	29	.	.	PUNCT
jm214m92p6j	11	1	also	also	ADV
jm214m92p6j	11	2	,	,	PUNCT
jm214m92p6j	11	3	a	a	DET
jm214m92p6j	11	4	trust	trust	NOUN
jm214m92p6j	11	5	region	region	NOUN
jm214m92p6j	11	6	managed	manage	VERB
jm214m92p6j	11	7	variable	variable	ADJ
jm214m92p6j	11	8	fidelity	fidelity	NOUN
jm214m92p6j	11	9	optimization	optimization	NOUN
jm214m92p6j	11	10	framework	framework	NOUN
jm214m92p6j	11	11	is	be	AUX
jm214m92p6j	11	12	proposed	propose	VERB
jm214m92p6j	11	13	in	in	ADP
jm214m92p6j	11	14	this	this	DET
jm214m92p6j	11	15	investigation	investigation	NOUN
jm214m92p6j	11	16	to	to	PART
jm214m92p6j	11	17	address	address	VERB
jm214m92p6j	11	18	the	the	DET
jm214m92p6j	11	19	computational	computational	ADJ
jm214m92p6j	11	20	challenges	challenge	NOUN
jm214m92p6j	11	21	and	and	CCONJ
jm214m92p6j	11	22	model	model	NOUN
jm214m92p6j	11	23	management	management	NOUN
jm214m92p6j	11	24	issues	issue	NOUN
jm214m92p6j	11	25	that	that	PRON
jm214m92p6j	11	26	are	be	AUX
jm214m92p6j	11	27	inherent	inherent	ADJ
jm214m92p6j	11	28	to	to	ADP
jm214m92p6j	11	29	multiscale	multiscale	ADJ
jm214m92p6j	11	30	material	material	NOUN
jm214m92p6j	11	31	design	design	NOUN
jm214m92p6j	11	32	.	.	PUNCT
jm214m92p6j	12	1	although	although	SCONJ
jm214m92p6j	12	2	the	the	DET
jm214m92p6j	12	3	material	material	NOUN
jm214m92p6j	12	4	of	of	ADP
jm214m92p6j	12	5	interest	interest	NOUN
jm214m92p6j	12	6	in	in	ADP
jm214m92p6j	12	7	this	this	DET
jm214m92p6j	12	8	investigation	investigation	NOUN
jm214m92p6j	12	9	is	be	AUX
jm214m92p6j	12	10	silicon	silicon	NOUN
jm214m92p6j	12	11	carbide	carbide	PROPN
jm214m92p6j	12	12	silicon	silicon	PROPN
jm214m92p6j	12	13	nitride	nitride	PROPN
jm214m92p6j	12	14	(	(	PUNCT
jm214m92p6j	12	15	sic	sic	NOUN
jm214m92p6j	12	16	-	-	PUNCT
jm214m92p6j	12	17	si3n4	si3n4	PROPN
jm214m92p6j	12	18	)	)	PUNCT
jm214m92p6j	12	19	,	,	PUNCT
jm214m92p6j	12	20	the	the	DET
jm214m92p6j	12	21	presented	present	VERB
jm214m92p6j	12	22	methods	method	NOUN
jm214m92p6j	12	23	are	be	AUX
jm214m92p6j	12	24	not	not	PART
jm214m92p6j	12	25	restrictive	restrictive	ADJ
jm214m92p6j	12	26	and	and	CCONJ
jm214m92p6j	12	27	could	could	AUX
jm214m92p6j	12	28	be	be	AUX
jm214m92p6j	12	29	an	an	DET
jm214m92p6j	12	30	invaluable	invaluable	ADJ
jm214m92p6j	12	31	design	design	NOUN
jm214m92p6j	12	32	tool	tool	NOUN
jm214m92p6j	12	33	to	to	PART
jm214m92p6j	12	34	support	support	VERB
jm214m92p6j	12	35	the	the	DET
jm214m92p6j	12	36	development	development	NOUN
jm214m92p6j	12	37	of	of	ADP
jm214m92p6j	12	38	any	any	DET
jm214m92p6j	12	39	type	type	NOUN
jm214m92p6j	12	40	of	of	ADP
jm214m92p6j	12	41	materials	material	NOUN
jm214m92p6j	12	42	.	.	PUNCT
jm214m92p6j	13	1	overall	overall	ADV
jm214m92p6j	13	2	,	,	PUNCT
jm214m92p6j	13	3	the	the	DET
jm214m92p6j	13	4	result	result	NOUN
jm214m92p6j	13	5	of	of	ADP
jm214m92p6j	13	6	the	the	DET
jm214m92p6j	13	7	present	present	ADJ
jm214m92p6j	13	8	investigation	investigation	NOUN
jm214m92p6j	13	9	is	be	AUX
jm214m92p6j	13	10	a	a	DET
jm214m92p6j	13	11	systematic	systematic	ADJ
jm214m92p6j	13	12	method	method	NOUN
jm214m92p6j	13	13	capable	capable	ADJ
jm214m92p6j	13	14	of	of	ADP
jm214m92p6j	13	15	predicting	predict	VERB
jm214m92p6j	13	16	optimal	optimal	ADJ
jm214m92p6j	13	17	microstructure	microstructure	NOUN
jm214m92p6j	13	18	that	that	PRON
jm214m92p6j	13	19	will	will	AUX
jm214m92p6j	13	20	satisfy	satisfy	VERB
jm214m92p6j	13	21	the	the	DET
jm214m92p6j	13	22	design	design	NOUN
jm214m92p6j	13	23	requirements	requirement	NOUN
jm214m92p6j	13	24	of	of	ADP
jm214m92p6j	13	25	targeted	targeted	ADJ
jm214m92p6j	13	26	properties	property	NOUN
jm214m92p6j	13	27	,	,	PUNCT
jm214m92p6j	13	28	while	while	SCONJ
jm214m92p6j	13	29	reducing	reduce	VERB
jm214m92p6j	13	30	cost	cost	NOUN
jm214m92p6j	13	31	and	and	CCONJ
jm214m92p6j	13	32	time	time	NOUN
jm214m92p6j	13	33	.	.	PUNCT