id	sid	tid	token	lemma	pos
fumecheng-309	1	1	plane	plane	NOUN
fumecheng-309	1	2	thermoelastic	thermoelastic	ADJ
fumecheng-309	1	3	waves	wave	NOUN
fumecheng-309	1	4	in	in	ADP
fumecheng-309	1	5	infinite	infinite	ADJ
fumecheng-309	1	6	half	half	ADJ
fumecheng-309	1	7	-	-	PUNCT
fumecheng-309	1	8	space	space	NOUN
fumecheng-309	1	9	caused	cause	VERB
fumecheng-309	1	10	facta	facta	PROPN
fumecheng-309	1	11	universitatis	universitatis	PROPN
fumecheng-309	1	12	series	series	NOUN
fumecheng-309	1	13	:	:	PUNCT
fumecheng-309	1	14	mechanical	mechanical	ADJ
fumecheng-309	1	15	engineering	engineering	NOUN
fumecheng-309	1	16	vol	vol	NOUN
fumecheng-309	1	17	.	.	PROPN
fumecheng-309	2	1	12	12	NUM
fumecheng-309	2	2	,	,	PUNCT
fumecheng-309	2	3	no	no	DET
fumecheng-309	2	4	2	2	NUM
fumecheng-309	2	5	,	,	PUNCT
fumecheng-309	2	6	2014	2014	NUM
fumecheng-309	2	7	,	,	PUNCT
fumecheng-309	2	8	pp	pp	ADJ
fumecheng-309	2	9	.	.	PUNCT
fumecheng-309	3	1	149	149	NUM
fumecheng-309	3	2	155	155	NUM
fumecheng-309	3	3	a	a	DET
fumecheng-309	3	4	real	real	ADJ
fumecheng-309	3	5	time	time	NOUN
fumecheng-309	3	6	neural	neural	ADJ
fumecheng-309	3	7	network	network	NOUN
fumecheng-309	3	8	based	base	VERB
fumecheng-309	3	9	finite	finite	PROPN
fumecheng-309	3	10	element	element	NOUN
fumecheng-309	3	11	analysis	analysis	NOUN
fumecheng-309	3	12	of	of	ADP
fumecheng-309	3	13	shell	shell	ADJ
fumecheng-309	3	14	structure	structure	NOUN
fumecheng-309	3	15	udc	udc	NOUN
fumecheng-309	3	16	519.95:531.2	519.95:531.2	PROPN
fumecheng-309	3	17	žarko	žarko	PROPN
fumecheng-309	3	18	ćojbašić	ćojbašić	PROPN
fumecheng-309	3	19	,	,	PUNCT
fumecheng-309	3	20	vlastimir	vlastimir	NOUN
fumecheng-309	3	21	nikolić	nikolić	NOUN
fumecheng-309	3	22	,	,	PUNCT
fumecheng-309	3	23	emina	emina	ADJ
fumecheng-309	3	24	petrović	petrović	NOUN
fumecheng-309	3	25	,	,	PUNCT
fumecheng-309	3	26	vukašin	vukašin	NOUN
fumecheng-309	3	27	pavlović	pavlović	NOUN
fumecheng-309	3	28	,	,	PUNCT
fumecheng-309	3	29	miša	miša	NOUN
fumecheng-309	3	30	tomić	tomić	PROPN
fumecheng-309	3	31	,	,	PUNCT
fumecheng-309	3	32	ivan	ivan	PROPN
fumecheng-309	3	33	pavlović	pavlović	NOUN
fumecheng-309	3	34	,	,	PUNCT
fumecheng-309	3	35	ivan	ivan	PROPN
fumecheng-309	3	36	ćirić	ćirić	PROPN
fumecheng-309	3	37	mechanical	mechanical	ADJ
fumecheng-309	3	38	engineering	engineering	NOUN
fumecheng-309	3	39	faculty	faculty	NOUN
fumecheng-309	3	40	,	,	PUNCT
fumecheng-309	3	41	university	university	NOUN
fumecheng-309	3	42	of	of	ADP
fumecheng-309	3	43	niš	niš	PROPN
fumecheng-309	3	44	,	,	PUNCT
fumecheng-309	3	45	serbia	serbia	PROPN
fumecheng-309	3	46	abstract	abstract	ADJ
fumecheng-309	3	47	.	.	PUNCT
fumecheng-309	4	1	in	in	ADP
fumecheng-309	4	2	recent	recent	ADJ
fumecheng-309	4	3	years	year	NOUN
fumecheng-309	4	4	,	,	PUNCT
fumecheng-309	4	5	the	the	DET
fumecheng-309	4	6	finite	finite	PROPN
fumecheng-309	4	7	element	element	NOUN
fumecheng-309	4	8	method	method	NOUN
fumecheng-309	4	9	has	have	AUX
fumecheng-309	4	10	been	be	AUX
fumecheng-309	4	11	widely	widely	ADV
fumecheng-309	4	12	used	use	VERB
fumecheng-309	4	13	as	as	ADP
fumecheng-309	4	14	a	a	DET
fumecheng-309	4	15	powerful	powerful	ADJ
fumecheng-309	4	16	tool	tool	NOUN
fumecheng-309	4	17	in	in	ADP
fumecheng-309	4	18	the	the	DET
fumecheng-309	4	19	analysis	analysis	NOUN
fumecheng-309	4	20	of	of	ADP
fumecheng-309	4	21	engineering	engineering	NOUN
fumecheng-309	4	22	problems	problem	NOUN
fumecheng-309	4	23	.	.	PUNCT
fumecheng-309	5	1	in	in	ADP
fumecheng-309	5	2	the	the	DET
fumecheng-309	5	3	simulation	simulation	NOUN
fumecheng-309	5	4	of	of	ADP
fumecheng-309	5	5	deformable	deformable	ADJ
fumecheng-309	5	6	objects	object	NOUN
fumecheng-309	5	7	using	use	VERB
fumecheng-309	5	8	the	the	DET
fumecheng-309	5	9	finite	finite	ADJ
fumecheng-309	5	10	element	element	NOUN
fumecheng-309	5	11	method	method	NOUN
fumecheng-309	5	12	,	,	PUNCT
fumecheng-309	5	13	a	a	DET
fumecheng-309	5	14	complex	complex	ADJ
fumecheng-309	5	15	system	system	NOUN
fumecheng-309	5	16	of	of	ADP
fumecheng-309	5	17	nodes	node	NOUN
fumecheng-309	5	18	which	which	PRON
fumecheng-309	5	19	make	make	VERB
fumecheng-309	5	20	a	a	DET
fumecheng-309	5	21	mesh	mesh	NOUN
fumecheng-309	5	22	grid	grid	NOUN
fumecheng-309	5	23	is	be	AUX
fumecheng-309	5	24	used	use	VERB
fumecheng-309	5	25	.	.	PUNCT
fumecheng-309	6	1	the	the	DET
fumecheng-309	6	2	fem	fem	NOUN
fumecheng-309	6	3	model	model	NOUN
fumecheng-309	6	4	includes	include	VERB
fumecheng-309	6	5	material	material	NOUN
fumecheng-309	6	6	and	and	CCONJ
fumecheng-309	6	7	structural	structural	ADJ
fumecheng-309	6	8	properties	property	NOUN
fumecheng-309	6	9	,	,	PUNCT
fumecheng-309	6	10	which	which	PRON
fumecheng-309	6	11	altogether	altogether	ADV
fumecheng-309	6	12	determine	determine	VERB
fumecheng-309	6	13	the	the	DET
fumecheng-309	6	14	model	model	NOUN
fumecheng-309	6	15	’s	’s	PART
fumecheng-309	6	16	response	response	NOUN
fumecheng-309	6	17	to	to	ADP
fumecheng-309	6	18	certain	certain	ADJ
fumecheng-309	6	19	loading	loading	NOUN
fumecheng-309	6	20	conditions	condition	NOUN
fumecheng-309	6	21	.	.	PUNCT
fumecheng-309	7	1	a	a	DET
fumecheng-309	7	2	reliable	reliable	ADJ
fumecheng-309	7	3	simulation	simulation	NOUN
fumecheng-309	7	4	is	be	AUX
fumecheng-309	7	5	supposed	suppose	VERB
fumecheng-309	7	6	to	to	PART
fumecheng-309	7	7	provide	provide	VERB
fumecheng-309	7	8	for	for	ADP
fumecheng-309	7	9	an	an	DET
fumecheng-309	7	10	easier	easy	ADJ
fumecheng-309	7	11	,	,	PUNCT
fumecheng-309	7	12	faster	fast	ADJ
fumecheng-309	7	13	and	and	CCONJ
fumecheng-309	7	14	less	less	ADV
fumecheng-309	7	15	expensive	expensive	ADJ
fumecheng-309	7	16	development	development	NOUN
fumecheng-309	7	17	of	of	ADP
fumecheng-309	7	18	structures	structure	NOUN
fumecheng-309	7	19	.	.	PUNCT
fumecheng-309	8	1	the	the	DET
fumecheng-309	8	2	real	real	ADJ
fumecheng-309	8	3	-	-	PUNCT
fumecheng-309	8	4	time	time	NOUN
fumecheng-309	8	5	simulation	simulation	NOUN
fumecheng-309	8	6	of	of	ADP
fumecheng-309	8	7	shell	shell	NOUN
fumecheng-309	8	8	-	-	PUNCT
fumecheng-309	8	9	type	type	NOUN
fumecheng-309	8	10	deformable	deformable	ADJ
fumecheng-309	8	11	objects	object	NOUN
fumecheng-309	8	12	using	use	VERB
fumecheng-309	8	13	the	the	DET
fumecheng-309	8	14	finite	finite	ADJ
fumecheng-309	8	15	element	element	NOUN
fumecheng-309	8	16	method	method	NOUN
fumecheng-309	8	17	for	for	ADP
fumecheng-309	8	18	a	a	DET
fumecheng-309	8	19	non	non	ADJ
fumecheng-309	8	20	-	-	ADJ
fumecheng-309	8	21	linear	linear	ADJ
fumecheng-309	8	22	analysis	analysis	NOUN
fumecheng-309	8	23	is	be	AUX
fumecheng-309	8	24	a	a	DET
fumecheng-309	8	25	challenging	challenging	ADJ
fumecheng-309	8	26	task	task	NOUN
fumecheng-309	8	27	because	because	SCONJ
fumecheng-309	8	28	of	of	ADP
fumecheng-309	8	29	the	the	DET
fumecheng-309	8	30	need	need	NOUN
fumecheng-309	8	31	for	for	ADP
fumecheng-309	8	32	fast	fast	ADJ
fumecheng-309	8	33	systems	system	NOUN
fumecheng-309	8	34	that	that	PRON
fumecheng-309	8	35	do	do	AUX
fumecheng-309	8	36	not	not	PART
fumecheng-309	8	37	demand	demand	VERB
fumecheng-309	8	38	high	high	ADJ
fumecheng-309	8	39	computational	computational	ADJ
fumecheng-309	8	40	cost	cost	NOUN
fumecheng-309	8	41	.	.	PUNCT
fumecheng-309	9	1	in	in	ADP
fumecheng-309	9	2	this	this	DET
fumecheng-309	9	3	paper	paper	NOUN
fumecheng-309	9	4	,	,	PUNCT
fumecheng-309	9	5	we	we	PRON
fumecheng-309	9	6	present	present	VERB
fumecheng-309	9	7	an	an	DET
fumecheng-309	9	8	efficient	efficient	ADJ
fumecheng-309	9	9	method	method	NOUN
fumecheng-309	9	10	based	base	VERB
fumecheng-309	9	11	on	on	ADP
fumecheng-309	9	12	neural	neural	ADJ
fumecheng-309	9	13	networks	network	NOUN
fumecheng-309	9	14	for	for	ADP
fumecheng-309	9	15	simulating	simulate	VERB
fumecheng-309	9	16	the	the	DET
fumecheng-309	9	17	real	real	ADJ
fumecheng-309	9	18	-	-	PUNCT
fumecheng-309	9	19	time	time	NOUN
fumecheng-309	9	20	behavior	behavior	NOUN
fumecheng-309	9	21	of	of	ADP
fumecheng-309	9	22	a	a	DET
fumecheng-309	9	23	thin	thin	ADJ
fumecheng-309	9	24	walled	walled	ADJ
fumecheng-309	9	25	structure	structure	NOUN
fumecheng-309	9	26	modeled	model	VERB
fumecheng-309	9	27	by	by	ADP
fumecheng-309	9	28	the	the	DET
fumecheng-309	9	29	finite	finite	PROPN
fumecheng-309	9	30	element	element	NOUN
fumecheng-309	9	31	method	method	NOUN
fumecheng-309	9	32	in	in	ADP
fumecheng-309	9	33	the	the	DET
fumecheng-309	9	34	commercial	commercial	ADJ
fumecheng-309	9	35	fe	fe	PROPN
fumecheng-309	9	36	software	software	NOUN
fumecheng-309	9	37	.	.	PUNCT
fumecheng-309	10	1	using	use	VERB
fumecheng-309	10	2	the	the	DET
fumecheng-309	10	3	finite	finite	ADJ
fumecheng-309	10	4	element	element	NOUN
fumecheng-309	10	5	method	method	NOUN
fumecheng-309	10	6	,	,	PUNCT
fumecheng-309	10	7	the	the	DET
fumecheng-309	10	8	structures	structure	NOUN
fumecheng-309	10	9	displacements	displacement	NOUN
fumecheng-309	10	10	are	be	AUX
fumecheng-309	10	11	computed	compute	VERB
fumecheng-309	10	12	offline	offline	ADJ
fumecheng-309	10	13	,	,	PUNCT
fumecheng-309	10	14	by	by	ADP
fumecheng-309	10	15	applying	apply	VERB
fumecheng-309	10	16	forces	force	NOUN
fumecheng-309	10	17	in	in	ADP
fumecheng-309	10	18	the	the	DET
fumecheng-309	10	19	specified	specified	ADJ
fumecheng-309	10	20	range	range	NOUN
fumecheng-309	10	21	.	.	PUNCT
fumecheng-309	11	1	in	in	ADP
fumecheng-309	11	2	the	the	DET
fumecheng-309	11	3	online	online	ADJ
fumecheng-309	11	4	application	application	NOUN
fumecheng-309	11	5	mode	mode	NOUN
fumecheng-309	11	6	,	,	PUNCT
fumecheng-309	11	7	a	a	DET
fumecheng-309	11	8	trained	train	VERB
fumecheng-309	11	9	neural	neural	ADJ
fumecheng-309	11	10	network	network	NOUN
fumecheng-309	11	11	is	be	AUX
fumecheng-309	11	12	used	use	VERB
fumecheng-309	11	13	for	for	ADP
fumecheng-309	11	14	obtaining	obtain	VERB
fumecheng-309	11	15	required	require	VERB
fumecheng-309	11	16	results	result	NOUN
fumecheng-309	11	17	for	for	ADP
fumecheng-309	11	18	specified	specified	ADJ
fumecheng-309	11	19	loads	load	NOUN
fumecheng-309	11	20	.	.	PUNCT
fumecheng-309	12	1	key	key	ADJ
fumecheng-309	12	2	words	word	NOUN
fumecheng-309	12	3	:	:	PUNCT
fumecheng-309	12	4	finite	finite	PROPN
fumecheng-309	12	5	element	element	NOUN
fumecheng-309	12	6	analysis	analysis	NOUN
fumecheng-309	12	7	,	,	PUNCT
fumecheng-309	12	8	neural	neural	ADJ
fumecheng-309	12	9	network	network	NOUN
fumecheng-309	12	10	,	,	PUNCT
fumecheng-309	12	11	simulation	simulation	NOUN
fumecheng-309	12	12	,	,	PUNCT
fumecheng-309	12	13	thin	thin	ADJ
fumecheng-309	12	14	walled	walled	ADJ
fumecheng-309	12	15	structure	structure	NOUN
fumecheng-309	12	16	,	,	PUNCT
fumecheng-309	12	17	shell	shell	VERB
fumecheng-309	12	18	1	1	NUM
fumecheng-309	12	19	.	.	PUNCT
fumecheng-309	13	1	introduction	introduction	NOUN
fumecheng-309	13	2	the	the	DET
fumecheng-309	13	3	finite	finite	PROPN
fumecheng-309	13	4	element	element	NOUN
fumecheng-309	13	5	method	method	NOUN
fumecheng-309	13	6	(	(	PUNCT
fumecheng-309	13	7	fem	fem	NOUN
fumecheng-309	13	8	)	)	PUNCT
fumecheng-309	13	9	rapidly	rapidly	ADV
fumecheng-309	13	10	grew	grow	VERB
fumecheng-309	13	11	as	as	ADP
fumecheng-309	13	12	the	the	DET
fumecheng-309	13	13	most	most	ADV
fumecheng-309	13	14	useful	useful	ADJ
fumecheng-309	13	15	numerical	numerical	ADJ
fumecheng-309	13	16	analysis	analysis	NOUN
fumecheng-309	13	17	tool	tool	NOUN
fumecheng-309	13	18	in	in	ADP
fumecheng-309	13	19	the	the	DET
fumecheng-309	13	20	mechanical	mechanical	ADJ
fumecheng-309	13	21	engineering	engineering	NOUN
fumecheng-309	13	22	disciplines	discipline	NOUN
fumecheng-309	13	23	(	(	PUNCT
fumecheng-309	13	24	such	such	ADJ
fumecheng-309	13	25	as	as	ADP
fumecheng-309	13	26	aeronautical	aeronautical	NOUN
fumecheng-309	13	27	,	,	PUNCT
fumecheng-309	13	28	biomechanical	biomechanical	ADJ
fumecheng-309	13	29	,	,	PUNCT
fumecheng-309	13	30	and	and	CCONJ
fumecheng-309	13	31	automotive	automotive	ADJ
fumecheng-309	13	32	industries	industry	NOUN
fumecheng-309	13	33	)	)	PUNCT
fumecheng-309	13	34	.	.	PUNCT
fumecheng-309	14	1	the	the	DET
fumecheng-309	14	2	fem	fem	NOUN
fumecheng-309	14	3	provides	provide	VERB
fumecheng-309	14	4	for	for	ADP
fumecheng-309	14	5	detailed	detailed	ADJ
fumecheng-309	14	6	visualization	visualization	NOUN
fumecheng-309	14	7	of	of	ADP
fumecheng-309	14	8	where	where	SCONJ
fumecheng-309	14	9	structures	structure	NOUN
fumecheng-309	14	10	deform	deform	VERB
fumecheng-309	14	11	and	and	CCONJ
fumecheng-309	14	12	indicates	indicate	VERB
fumecheng-309	14	13	the	the	DET
fumecheng-309	14	14	distribution	distribution	NOUN
fumecheng-309	14	15	of	of	ADP
fumecheng-309	14	16	stresses	stress	NOUN
fumecheng-309	14	17	and	and	CCONJ
fumecheng-309	14	18	displacements	displacement	NOUN
fumecheng-309	14	19	.	.	PUNCT
fumecheng-309	15	1	continuous	continuous	ADJ
fumecheng-309	15	2	development	development	NOUN
fumecheng-309	15	3	of	of	ADP
fumecheng-309	15	4	new	new	ADJ
fumecheng-309	15	5	structural	structural	ADJ
fumecheng-309	15	6	materials	material	NOUN
fumecheng-309	15	7	leads	lead	VERB
fumecheng-309	15	8	to	to	ADP
fumecheng-309	15	9	ever	ever	ADV
fumecheng-309	15	10	increasingly	increasingly	ADV
fumecheng-309	15	11	complex	complex	ADJ
fumecheng-309	15	12	structural	structural	ADJ
fumecheng-309	15	13	received	receive	VERB
fumecheng-309	15	14	march	march	PROPN
fumecheng-309	15	15	18	18	NUM
fumecheng-309	15	16	,	,	PUNCT
fumecheng-309	15	17	2014	2014	NUM
fumecheng-309	15	18	/	/	SYM
fumecheng-309	15	19	accepted	accept	VERB
fumecheng-309	15	20	july	july	PROPN
fumecheng-309	15	21	2	2	NUM
fumecheng-309	15	22	,	,	PUNCT
fumecheng-309	15	23	2014	2014	NUM
fumecheng-309	15	24	corresponding	correspond	VERB
fumecheng-309	15	25	author	author	NOUN
fumecheng-309	15	26	:	:	PUNCT
fumecheng-309	15	27	žarko	žarko	PROPN
fumecheng-309	15	28	ćojbašić	ćojbašić	PROPN
fumecheng-309	15	29	university	university	PROPN
fumecheng-309	15	30	of	of	ADP
fumecheng-309	15	31	niš	niš	PROPN
fumecheng-309	15	32	,	,	PUNCT
fumecheng-309	15	33	faculty	faculty	NOUN
fumecheng-309	15	34	of	of	ADP
fumecheng-309	15	35	mechanical	mechanical	ADJ
fumecheng-309	15	36	engineering	engineering	NOUN
fumecheng-309	15	37	,	,	PUNCT
fumecheng-309	15	38	department	department	NOUN
fumecheng-309	15	39	for	for	ADP
fumecheng-309	15	40	mechatronics	mechatronic	NOUN
fumecheng-309	15	41	and	and	CCONJ
fumecheng-309	15	42	control	control	NOUN
fumecheng-309	15	43	of	of	ADP
fumecheng-309	15	44	mef	mef	PROPN
fumecheng-309	15	45	,	,	PUNCT
fumecheng-309	15	46	aleksandra	aleksandra	PROPN
fumecheng-309	15	47	medvedeva	medvedeva	PROPN
fumecheng-309	15	48	14	14	NUM
fumecheng-309	15	49	,	,	PUNCT
fumecheng-309	15	50	18000	18000	NUM
fumecheng-309	15	51	niš	niš	NOUN
fumecheng-309	15	52	,	,	PUNCT
fumecheng-309	15	53	serbia	serbia	PROPN
fumecheng-309	15	54	e	e	NOUN
fumecheng-309	15	55	-	-	NOUN
fumecheng-309	15	56	mail	mail	NOUN
fumecheng-309	15	57	:	:	PUNCT
fumecheng-309	15	58	zcojba@ni.ac.rs	zcojba@ni.ac.rs	VERB
fumecheng-309	15	59	original	original	ADJ
fumecheng-309	15	60	scientific	scientific	ADJ
fumecheng-309	15	61	paper	paper	NOUN
fumecheng-309	15	62	150	150	NUM
fumecheng-309	15	63	ž	ž	NOUN
fumecheng-309	15	64	.	.	PUNCT
fumecheng-309	16	1	ćojbašić	ćojbašić	PROPN
fumecheng-309	16	2	,	,	PUNCT
fumecheng-309	16	3	v.	v.	ADP
fumecheng-309	16	4	nikolić	nikolić	PROPN
fumecheng-309	16	5	,	,	PUNCT
fumecheng-309	16	6	e.	e.	PROPN
fumecheng-309	16	7	petrović	petrović	PROPN
fumecheng-309	16	8	,	,	PUNCT
fumecheng-309	16	9	v.	v.	ADP
fumecheng-309	16	10	pavlović	pavlović	NOUN
fumecheng-309	16	11	,	,	PUNCT
fumecheng-309	16	12	m.	m.	NOUN
fumecheng-309	16	13	tomić	tomić	PROPN
fumecheng-309	16	14	,	,	PUNCT
fumecheng-309	16	15	i.	i.	NOUN
fumecheng-309	16	16	pavlović	pavlović	NOUN
fumecheng-309	16	17	,	,	PUNCT
fumecheng-309	16	18	i.	i.	PROPN
fumecheng-309	16	19	ćirić	ćirić	PROPN
fumecheng-309	16	20	designs	design	VERB
fumecheng-309	16	21	that	that	PRON
fumecheng-309	16	22	require	require	VERB
fumecheng-309	16	23	a	a	DET
fumecheng-309	16	24	careful	careful	ADJ
fumecheng-309	16	25	analysis	analysis	NOUN
fumecheng-309	16	26	[	[	X
fumecheng-309	16	27	1	1	NUM
fumecheng-309	16	28	]	]	PUNCT
fumecheng-309	16	29	.	.	PUNCT
fumecheng-309	17	1	the	the	DET
fumecheng-309	17	2	utilization	utilization	NOUN
fumecheng-309	17	3	of	of	ADP
fumecheng-309	17	4	numerical	numerical	ADJ
fumecheng-309	17	5	methods	method	NOUN
fumecheng-309	17	6	to	to	PART
fumecheng-309	17	7	solve	solve	VERB
fumecheng-309	17	8	shell	shell	ADJ
fumecheng-309	17	9	mathematical	mathematical	ADJ
fumecheng-309	17	10	models	model	NOUN
fumecheng-309	17	11	of	of	ADP
fumecheng-309	17	12	complex	complex	ADJ
fumecheng-309	17	13	structures	structure	NOUN
fumecheng-309	17	14	has	have	AUX
fumecheng-309	17	15	become	become	VERB
fumecheng-309	17	16	an	an	DET
fumecheng-309	17	17	essential	essential	ADJ
fumecheng-309	17	18	component	component	NOUN
fumecheng-309	17	19	in	in	ADP
fumecheng-309	17	20	the	the	DET
fumecheng-309	17	21	design	design	NOUN
fumecheng-309	17	22	process	process	NOUN
fumecheng-309	17	23	[	[	X
fumecheng-309	17	24	2	2	NUM
fumecheng-309	17	25	]	]	PUNCT
fumecheng-309	17	26	.	.	PUNCT
fumecheng-309	18	1	thus	thus	ADV
fumecheng-309	18	2	,	,	PUNCT
fumecheng-309	18	3	the	the	DET
fumecheng-309	18	4	finite	finite	PROPN
fumecheng-309	18	5	element	element	NOUN
fumecheng-309	18	6	method	method	NOUN
fumecheng-309	18	7	has	have	AUX
fumecheng-309	18	8	been	be	AUX
fumecheng-309	18	9	widely	widely	ADV
fumecheng-309	18	10	used	use	VERB
fumecheng-309	18	11	as	as	ADP
fumecheng-309	18	12	the	the	DET
fumecheng-309	18	13	fundamental	fundamental	ADJ
fumecheng-309	18	14	numerical	numerical	ADJ
fumecheng-309	18	15	procedure	procedure	NOUN
fumecheng-309	18	16	for	for	ADP
fumecheng-309	18	17	the	the	DET
fumecheng-309	18	18	analysis	analysis	NOUN
fumecheng-309	18	19	of	of	ADP
fumecheng-309	18	20	shells	shell	NOUN
fumecheng-309	18	21	[	[	X
fumecheng-309	18	22	3	3	NUM
fumecheng-309	18	23	]	]	PUNCT
fumecheng-309	18	24	.	.	PUNCT
fumecheng-309	19	1	in	in	SCONJ
fumecheng-309	19	2	order	order	NOUN
fumecheng-309	19	3	to	to	PART
fumecheng-309	19	4	improve	improve	VERB
fumecheng-309	19	5	the	the	DET
fumecheng-309	19	6	performance	performance	NOUN
fumecheng-309	19	7	and	and	CCONJ
fumecheng-309	19	8	for	for	ADP
fumecheng-309	19	9	optimization	optimization	NOUN
fumecheng-309	19	10	purposes	purpose	NOUN
fumecheng-309	19	11	,	,	PUNCT
fumecheng-309	19	12	which	which	PRON
fumecheng-309	19	13	play	play	VERB
fumecheng-309	19	14	an	an	DET
fumecheng-309	19	15	important	important	ADJ
fumecheng-309	19	16	role	role	NOUN
fumecheng-309	19	17	in	in	ADP
fumecheng-309	19	18	design	design	NOUN
fumecheng-309	19	19	process	process	NOUN
fumecheng-309	19	20	and	and	CCONJ
fumecheng-309	19	21	modeling	modeling	NOUN
fumecheng-309	19	22	,	,	PUNCT
fumecheng-309	19	23	integration	integration	NOUN
fumecheng-309	19	24	of	of	ADP
fumecheng-309	19	25	the	the	DET
fumecheng-309	19	26	finite	finite	PROPN
fumecheng-309	19	27	element	element	NOUN
fumecheng-309	19	28	method	method	NOUN
fumecheng-309	19	29	and	and	CCONJ
fumecheng-309	19	30	the	the	DET
fumecheng-309	19	31	neural	neural	ADJ
fumecheng-309	19	32	networks	network	NOUN
fumecheng-309	19	33	has	have	AUX
fumecheng-309	19	34	been	be	AUX
fumecheng-309	19	35	considered	consider	VERB
fumecheng-309	19	36	by	by	ADP
fumecheng-309	19	37	some	some	DET
fumecheng-309	19	38	authors	author	NOUN
fumecheng-309	19	39	.	.	PUNCT
fumecheng-309	20	1	such	such	ADJ
fumecheng-309	20	2	integration	integration	NOUN
fumecheng-309	20	3	enables	enable	VERB
fumecheng-309	20	4	a	a	DET
fumecheng-309	20	5	simulating	simulate	VERB
fumecheng-309	20	6	real	real	ADJ
fumecheng-309	20	7	-	-	PUNCT
fumecheng-309	20	8	time	time	NOUN
fumecheng-309	20	9	behavior	behavior	NOUN
fumecheng-309	20	10	of	of	ADP
fumecheng-309	20	11	the	the	DET
fumecheng-309	20	12	structure	structure	NOUN
fumecheng-309	20	13	;	;	PUNCT
fumecheng-309	20	14	it	it	PRON
fumecheng-309	20	15	allows	allow	VERB
fumecheng-309	20	16	the	the	DET
fumecheng-309	20	17	response	response	NOUN
fumecheng-309	20	18	of	of	ADP
fumecheng-309	20	19	a	a	DET
fumecheng-309	20	20	structure	structure	NOUN
fumecheng-309	20	21	in	in	ADP
fumecheng-309	20	22	real	real	ADJ
fumecheng-309	20	23	or	or	CCONJ
fumecheng-309	20	24	nearly	nearly	ADV
fumecheng-309	20	25	real	real	ADJ
fumecheng-309	20	26	time	time	NOUN
fumecheng-309	20	27	to	to	ADP
fumecheng-309	20	28	external	external	ADJ
fumecheng-309	20	29	stimuli	stimulus	NOUN
fumecheng-309	20	30	to	to	PART
fumecheng-309	20	31	be	be	AUX
fumecheng-309	20	32	observed	observe	VERB
fumecheng-309	20	33	.	.	PUNCT
fumecheng-309	21	1	to	to	PART
fumecheng-309	21	2	illustrate	illustrate	VERB
fumecheng-309	21	3	the	the	DET
fumecheng-309	21	4	computational	computational	ADJ
fumecheng-309	21	5	methodology	methodology	NOUN
fumecheng-309	21	6	javadi	javadi	NOUN
fumecheng-309	21	7	et	et	PROPN
fumecheng-309	21	8	al	al	PROPN
fumecheng-309	21	9	.	.	PUNCT
fumecheng-309	22	1	[	[	X
fumecheng-309	22	2	4	4	X
fumecheng-309	22	3	]	]	PUNCT
fumecheng-309	22	4	have	have	AUX
fumecheng-309	22	5	presented	present	VERB
fumecheng-309	22	6	three	three	NUM
fumecheng-309	22	7	numerical	numerical	ADJ
fumecheng-309	22	8	examples	example	NOUN
fumecheng-309	22	9	of	of	ADP
fumecheng-309	22	10	application	application	NOUN
fumecheng-309	22	11	of	of	ADP
fumecheng-309	22	12	the	the	DET
fumecheng-309	22	13	developed	develop	VERB
fumecheng-309	22	14	intelligent	intelligent	ADJ
fumecheng-309	22	15	finite	finite	PROPN
fumecheng-309	22	16	element	element	NOUN
fumecheng-309	22	17	code	code	NOUN
fumecheng-309	22	18	(	(	PUNCT
fumecheng-309	22	19	named	name	VERB
fumecheng-309	22	20	neurofe	neurofe	ADJ
fumecheng-309	22	21	program	program	NOUN
fumecheng-309	22	22	)	)	PUNCT
fumecheng-309	22	23	to	to	ADP
fumecheng-309	22	24	engineering	engineering	NOUN
fumecheng-309	22	25	problems	problem	NOUN
fumecheng-309	22	26	.	.	PUNCT
fumecheng-309	23	1	a	a	DET
fumecheng-309	23	2	neural	neural	ADJ
fumecheng-309	23	3	network	network	NOUN
fumecheng-309	23	4	is	be	AUX
fumecheng-309	23	5	trained	train	VERB
fumecheng-309	23	6	using	use	VERB
fumecheng-309	23	7	data	datum	NOUN
fumecheng-309	23	8	representing	represent	VERB
fumecheng-309	23	9	the	the	DET
fumecheng-309	23	10	mechanical	mechanical	ADJ
fumecheng-309	23	11	response	response	NOUN
fumecheng-309	23	12	of	of	ADP
fumecheng-309	23	13	the	the	DET
fumecheng-309	23	14	material	material	NOUN
fumecheng-309	23	15	to	to	PART
fumecheng-309	23	16	applied	apply	VERB
fumecheng-309	23	17	load	load	NOUN
fumecheng-309	23	18	;	;	PUNCT
fumecheng-309	23	19	the	the	DET
fumecheng-309	23	20	trained	train	VERB
fumecheng-309	23	21	network	network	NOUN
fumecheng-309	23	22	is	be	AUX
fumecheng-309	23	23	then	then	ADV
fumecheng-309	23	24	used	use	VERB
fumecheng-309	23	25	in	in	ADP
fumecheng-309	23	26	the	the	DET
fumecheng-309	23	27	finite	finite	ADJ
fumecheng-309	23	28	element	element	NOUN
fumecheng-309	23	29	analysis	analysis	NOUN
fumecheng-309	23	30	to	to	PART
fumecheng-309	23	31	estimate	estimate	VERB
fumecheng-309	23	32	the	the	DET
fumecheng-309	23	33	stress	stress	NOUN
fumecheng-309	23	34	and	and	CCONJ
fumecheng-309	23	35	displacement	displacement	NOUN
fumecheng-309	23	36	.	.	PUNCT
fumecheng-309	24	1	an	an	DET
fumecheng-309	24	2	application	application	NOUN
fumecheng-309	24	3	of	of	ADP
fumecheng-309	24	4	the	the	DET
fumecheng-309	24	5	artificial	artificial	ADJ
fumecheng-309	24	6	neural	neural	ADJ
fumecheng-309	24	7	networks	network	NOUN
fumecheng-309	24	8	for	for	ADP
fumecheng-309	24	9	definition	definition	NOUN
fumecheng-309	24	10	of	of	ADP
fumecheng-309	24	11	the	the	DET
fumecheng-309	24	12	effective	effective	ADJ
fumecheng-309	24	13	constitutive	constitutive	ADJ
fumecheng-309	24	14	law	law	NOUN
fumecheng-309	24	15	for	for	ADP
fumecheng-309	24	16	a	a	DET
fumecheng-309	24	17	composite	composite	NOUN
fumecheng-309	24	18	is	be	AUX
fumecheng-309	24	19	considered	consider	VERB
fumecheng-309	24	20	in	in	ADP
fumecheng-309	24	21	[	[	X
fumecheng-309	24	22	5	5	NUM
fumecheng-309	24	23	]	]	PUNCT
fumecheng-309	24	24	.	.	PUNCT
fumecheng-309	25	1	first	first	ADV
fumecheng-309	25	2	,	,	PUNCT
fumecheng-309	25	3	a	a	DET
fumecheng-309	25	4	classical	classical	ADJ
fumecheng-309	25	5	homogenization	homogenization	NOUN
fumecheng-309	25	6	procedure	procedure	NOUN
fumecheng-309	25	7	is	be	AUX
fumecheng-309	25	8	directly	directly	ADV
fumecheng-309	25	9	interpreted	interpret	VERB
fumecheng-309	25	10	with	with	ADP
fumecheng-309	25	11	the	the	DET
fumecheng-309	25	12	use	use	NOUN
fumecheng-309	25	13	of	of	ADP
fumecheng-309	25	14	this	this	DET
fumecheng-309	25	15	numerical	numerical	ADJ
fumecheng-309	25	16	tool	tool	NOUN
fumecheng-309	25	17	.	.	PUNCT
fumecheng-309	26	1	next	next	ADV
fumecheng-309	26	2	,	,	PUNCT
fumecheng-309	26	3	a	a	DET
fumecheng-309	26	4	self	self	NOUN
fumecheng-309	26	5	-	-	PUNCT
fumecheng-309	26	6	learning	learn	VERB
fumecheng-309	26	7	finite	finite	PROPN
fumecheng-309	26	8	element	element	PROPN
fumecheng-309	26	9	code	code	PROPN
fumecheng-309	26	10	(	(	PUNCT
fumecheng-309	26	11	fe	fe	X
fumecheng-309	26	12	with	with	ADP
fumecheng-309	26	13	ann	ann	PROPN
fumecheng-309	26	14	inside	inside	ADV
fumecheng-309	26	15	)	)	PUNCT
fumecheng-309	26	16	is	be	AUX
fumecheng-309	26	17	used	use	VERB
fumecheng-309	26	18	in	in	ADP
fumecheng-309	26	19	the	the	DET
fumecheng-309	26	20	case	case	NOUN
fumecheng-309	26	21	when	when	SCONJ
fumecheng-309	26	22	the	the	DET
fumecheng-309	26	23	effective	effective	ADJ
fumecheng-309	26	24	constitutive	constitutive	ADJ
fumecheng-309	26	25	law	law	NOUN
fumecheng-309	26	26	is	be	AUX
fumecheng-309	26	27	deduced	deduce	VERB
fumecheng-309	26	28	from	from	ADP
fumecheng-309	26	29	a	a	DET
fumecheng-309	26	30	numerical	numerical	ADJ
fumecheng-309	26	31	experiment	experiment	NOUN
fumecheng-309	26	32	(	(	PUNCT
fumecheng-309	26	33	substituting	substitute	VERB
fumecheng-309	26	34	here	here	ADV
fumecheng-309	26	35	a	a	DET
fumecheng-309	26	36	purely	purely	ADV
fumecheng-309	26	37	phenomenological	phenomenological	ADJ
fumecheng-309	26	38	approach	approach	NOUN
fumecheng-309	26	39	)	)	PUNCT
fumecheng-309	26	40	.	.	PUNCT
fumecheng-309	27	1	in	in	ADP
fumecheng-309	27	2	[	[	X
fumecheng-309	27	3	6	6	NUM
fumecheng-309	27	4	]	]	PUNCT
fumecheng-309	27	5	,	,	PUNCT
fumecheng-309	27	6	a	a	DET
fumecheng-309	27	7	combination	combination	NOUN
fumecheng-309	27	8	of	of	ADP
fumecheng-309	27	9	the	the	DET
fumecheng-309	27	10	nonlinear	nonlinear	ADJ
fumecheng-309	27	11	contact	contact	NOUN
fumecheng-309	27	12	finite	finite	PROPN
fumecheng-309	27	13	element	element	NOUN
fumecheng-309	27	14	analysis	analysis	NOUN
fumecheng-309	27	15	and	and	CCONJ
fumecheng-309	27	16	the	the	DET
fumecheng-309	27	17	artificial	artificial	ADJ
fumecheng-309	27	18	neural	neural	ADJ
fumecheng-309	27	19	network	network	NOUN
fumecheng-309	27	20	has	have	AUX
fumecheng-309	27	21	been	be	AUX
fumecheng-309	27	22	applied	apply	VERB
fumecheng-309	27	23	to	to	PART
fumecheng-309	27	24	explore	explore	VERB
fumecheng-309	27	25	the	the	DET
fumecheng-309	27	26	possibility	possibility	NOUN
fumecheng-309	27	27	of	of	ADP
fumecheng-309	27	28	material	material	NOUN
fumecheng-309	27	29	property	property	NOUN
fumecheng-309	27	30	execution	execution	NOUN
fumecheng-309	27	31	with	with	ADP
fumecheng-309	27	32	automatic	automatic	ADJ
fumecheng-309	27	33	ball	ball	NOUN
fumecheng-309	27	34	indentation	indentation	NOUN
fumecheng-309	27	35	.	.	PUNCT
fumecheng-309	28	1	this	this	DET
fumecheng-309	28	2	paper	paper	NOUN
fumecheng-309	28	3	addresses	address	VERB
fumecheng-309	28	4	the	the	DET
fumecheng-309	28	5	need	need	NOUN
fumecheng-309	28	6	for	for	ADP
fumecheng-309	28	7	a	a	DET
fumecheng-309	28	8	fast	fast	ADJ
fumecheng-309	28	9	system	system	NOUN
fumecheng-309	28	10	that	that	PRON
fumecheng-309	28	11	simulates	simulate	VERB
fumecheng-309	28	12	real	real	ADJ
fumecheng-309	28	13	-	-	PUNCT
fumecheng-309	28	14	time	time	NOUN
fumecheng-309	28	15	behavior	behavior	NOUN
fumecheng-309	28	16	of	of	ADP
fumecheng-309	28	17	shell	shell	ADJ
fumecheng-309	28	18	structures	structure	NOUN
fumecheng-309	28	19	.	.	PUNCT
fumecheng-309	29	1	the	the	DET
fumecheng-309	29	2	main	main	ADJ
fumecheng-309	29	3	idea	idea	NOUN
fumecheng-309	29	4	in	in	ADP
fumecheng-309	29	5	this	this	DET
fumecheng-309	29	6	paper	paper	NOUN
fumecheng-309	29	7	is	be	AUX
fumecheng-309	29	8	to	to	PART
fumecheng-309	29	9	combine	combine	VERB
fumecheng-309	29	10	available	available	ADJ
fumecheng-309	29	11	tools	tool	NOUN
fumecheng-309	29	12	,	,	PUNCT
fumecheng-309	29	13	namely	namely	ADV
fumecheng-309	29	14	the	the	DET
fumecheng-309	29	15	finite	finite	ADJ
fumecheng-309	29	16	element	element	NOUN
fumecheng-309	29	17	method	method	NOUN
fumecheng-309	29	18	and	and	CCONJ
fumecheng-309	29	19	the	the	DET
fumecheng-309	29	20	neural	neural	ADJ
fumecheng-309	29	21	networks	network	NOUN
fumecheng-309	29	22	in	in	ADP
fumecheng-309	29	23	order	order	NOUN
fumecheng-309	29	24	to	to	PART
fumecheng-309	29	25	provide	provide	VERB
fumecheng-309	29	26	for	for	ADP
fumecheng-309	29	27	a	a	DET
fumecheng-309	29	28	new	new	ADJ
fumecheng-309	29	29	quality	quality	NOUN
fumecheng-309	29	30	.	.	PUNCT
fumecheng-309	30	1	in	in	ADP
fumecheng-309	30	2	the	the	DET
fumecheng-309	30	3	proposed	propose	VERB
fumecheng-309	30	4	methodology	methodology	NOUN
fumecheng-309	30	5	,	,	PUNCT
fumecheng-309	30	6	the	the	DET
fumecheng-309	30	7	neural	neural	ADJ
fumecheng-309	30	8	network	network	NOUN
fumecheng-309	30	9	is	be	AUX
fumecheng-309	30	10	used	use	VERB
fumecheng-309	30	11	for	for	ADP
fumecheng-309	30	12	faster	fast	ADJ
fumecheng-309	30	13	and	and	CCONJ
fumecheng-309	30	14	easier	easy	ADJ
fumecheng-309	30	15	obtaining	obtaining	NOUN
fumecheng-309	30	16	of	of	ADP
fumecheng-309	30	17	required	require	VERB
fumecheng-309	30	18	results	result	NOUN
fumecheng-309	30	19	for	for	ADP
fumecheng-309	30	20	specified	specified	ADJ
fumecheng-309	30	21	loads	load	NOUN
fumecheng-309	30	22	.	.	PUNCT
fumecheng-309	31	1	it	it	PRON
fumecheng-309	31	2	is	be	AUX
fumecheng-309	31	3	trained	train	VERB
fumecheng-309	31	4	by	by	ADP
fumecheng-309	31	5	using	use	VERB
fumecheng-309	31	6	the	the	DET
fumecheng-309	31	7	raw	raw	ADJ
fumecheng-309	31	8	numerical	numerical	ADJ
fumecheng-309	31	9	data	datum	NOUN
fumecheng-309	31	10	obtained	obtain	VERB
fumecheng-309	31	11	by	by	ADP
fumecheng-309	31	12	the	the	DET
fumecheng-309	31	13	finite	finite	PROPN
fumecheng-309	31	14	element	element	NOUN
fumecheng-309	31	15	method	method	NOUN
fumecheng-309	31	16	,	,	PUNCT
fumecheng-309	31	17	representing	represent	VERB
fumecheng-309	31	18	the	the	DET
fumecheng-309	31	19	displacement	displacement	NOUN
fumecheng-309	31	20	of	of	ADP
fumecheng-309	31	21	the	the	DET
fumecheng-309	31	22	structure	structure	NOUN
fumecheng-309	31	23	to	to	ADP
fumecheng-309	31	24	applied	apply	VERB
fumecheng-309	31	25	load	load	NOUN
fumecheng-309	31	26	.	.	PUNCT
fumecheng-309	32	1	2	2	X
fumecheng-309	32	2	.	.	X
fumecheng-309	32	3	modeling	modeling	NOUN
fumecheng-309	32	4	of	of	ADP
fumecheng-309	32	5	shell	shell	ADJ
fumecheng-309	32	6	structure	structure	NOUN
fumecheng-309	32	7	the	the	DET
fumecheng-309	32	8	recognition	recognition	NOUN
fumecheng-309	32	9	of	of	ADP
fumecheng-309	32	10	the	the	DET
fumecheng-309	32	11	nature	nature	NOUN
fumecheng-309	32	12	of	of	ADP
fumecheng-309	32	13	the	the	DET
fumecheng-309	32	14	global	global	ADJ
fumecheng-309	32	15	behavior	behavior	NOUN
fumecheng-309	32	16	of	of	ADP
fumecheng-309	32	17	thin	thin	ADJ
fumecheng-309	32	18	-	-	PUNCT
fumecheng-309	32	19	walled	walled	ADJ
fumecheng-309	32	20	structures	structure	NOUN
fumecheng-309	32	21	allows	allow	VERB
fumecheng-309	32	22	condensation	condensation	NOUN
fumecheng-309	32	23	of	of	ADP
fumecheng-309	32	24	the	the	DET
fumecheng-309	32	25	complex	complex	ADJ
fumecheng-309	32	26	3d	3d	NUM
fumecheng-309	32	27	-	-	PUNCT
fumecheng-309	32	28	field	field	NOUN
fumecheng-309	32	29	to	to	ADP
fumecheng-309	32	30	the	the	DET
fumecheng-309	32	31	essential	essential	ADJ
fumecheng-309	32	32	ingredients	ingredient	NOUN
fumecheng-309	32	33	of	of	ADP
fumecheng-309	32	34	the	the	DET
fumecheng-309	32	35	structural	structural	ADJ
fumecheng-309	32	36	response	response	NOUN
fumecheng-309	32	37	described	describe	VERB
fumecheng-309	32	38	by	by	ADP
fumecheng-309	32	39	a	a	DET
fumecheng-309	32	40	2d	2d	NUM
fumecheng-309	32	41	approach	approach	NOUN
fumecheng-309	32	42	,	,	PUNCT
fumecheng-309	32	43	and	and	CCONJ
fumecheng-309	32	44	thereby	thereby	ADV
fumecheng-309	32	45	an	an	DET
fumecheng-309	32	46	efficient	efficient	ADJ
fumecheng-309	32	47	modeling	modeling	NOUN
fumecheng-309	32	48	of	of	ADP
fumecheng-309	32	49	such	such	ADJ
fumecheng-309	32	50	structures	structure	NOUN
fumecheng-309	32	51	is	be	AUX
fumecheng-309	32	52	achieved	achieve	VERB
fumecheng-309	32	53	.	.	PUNCT
fumecheng-309	33	1	a	a	DET
fumecheng-309	33	2	general	general	ADJ
fumecheng-309	33	3	shape	shape	NOUN
fumecheng-309	33	4	implies	imply	VERB
fumecheng-309	33	5	arbitrarily	arbitrarily	ADV
fumecheng-309	33	6	curved	curve	VERB
fumecheng-309	33	7	structures	structure	NOUN
fumecheng-309	33	8	.	.	PUNCT
fumecheng-309	34	1	irrespectively	irrespectively	ADV
fumecheng-309	34	2	of	of	ADP
fumecheng-309	34	3	the	the	DET
fumecheng-309	34	4	applied	apply	VERB
fumecheng-309	34	5	loads	load	NOUN
fumecheng-309	34	6	,	,	PUNCT
fumecheng-309	34	7	both	both	CCONJ
fumecheng-309	34	8	the	the	DET
fumecheng-309	34	9	membrane	membrane	NOUN
fumecheng-309	34	10	and	and	CCONJ
fumecheng-309	34	11	the	the	DET
fumecheng-309	34	12	flexural	flexural	ADJ
fumecheng-309	34	13	strains	strain	NOUN
fumecheng-309	34	14	are	be	AUX
fumecheng-309	34	15	induced	induce	VERB
fumecheng-309	34	16	in	in	ADP
fumecheng-309	34	17	such	such	DET
fumecheng-309	34	18	a	a	DET
fumecheng-309	34	19	structure	structure	NOUN
fumecheng-309	34	20	.	.	PUNCT
fumecheng-309	35	1	furthermore	furthermore	ADV
fumecheng-309	35	2	,	,	PUNCT
fumecheng-309	35	3	the	the	DET
fumecheng-309	35	4	thin	thin	ADJ
fumecheng-309	35	5	-	-	PUNCT
fumecheng-309	35	6	walled	walled	ADJ
fumecheng-309	35	7	structures	structure	NOUN
fumecheng-309	35	8	made	make	VERB
fumecheng-309	35	9	of	of	ADP
fumecheng-309	35	10	composite	composite	ADJ
fumecheng-309	35	11	laminates	laminate	NOUN
fumecheng-309	35	12	require	require	VERB
fumecheng-309	35	13	2d	2d	NOUN
fumecheng-309	35	14	-	-	PUNCT
fumecheng-309	35	15	theories	theory	NOUN
fumecheng-309	35	16	with	with	ADP
fumecheng-309	35	17	transverse	transverse	ADJ
fumecheng-309	35	18	shear	shear	NOUN
fumecheng-309	35	19	strains	strain	NOUN
fumecheng-309	35	20	and	and	CCONJ
fumecheng-309	35	21	stresses	stress	NOUN
fumecheng-309	35	22	included	include	VERB
fumecheng-309	35	23	for	for	ADP
fumecheng-309	35	24	adequate	adequate	ADJ
fumecheng-309	35	25	modeling	modeling	NOUN
fumecheng-309	35	26	.	.	PUNCT
fumecheng-309	36	1	the	the	DET
fumecheng-309	36	2	simplest	simple	ADJ
fumecheng-309	36	3	and	and	CCONJ
fumecheng-309	36	4	most	most	ADV
fumecheng-309	36	5	frequently	frequently	ADV
fumecheng-309	36	6	used	use	VERB
fumecheng-309	36	7	theory	theory	NOUN
fumecheng-309	36	8	is	be	AUX
fumecheng-309	36	9	the	the	DET
fumecheng-309	36	10	first	first	ADJ
fumecheng-309	36	11	-	-	PUNCT
fumecheng-309	36	12	order	order	NOUN
fumecheng-309	36	13	shear	shear	NOUN
fumecheng-309	36	14	deformation	deformation	NOUN
fumecheng-309	36	15	theory	theory	NOUN
fumecheng-309	36	16	(	(	PUNCT
fumecheng-309	36	17	fsdt	fsdt	NOUN
fumecheng-309	36	18	)	)	PUNCT
fumecheng-309	36	19	,	,	PUNCT
fumecheng-309	36	20	which	which	PRON
fumecheng-309	36	21	is	be	AUX
fumecheng-309	36	22	based	base	VERB
fumecheng-309	36	23	on	on	ADP
fumecheng-309	36	24	the	the	DET
fumecheng-309	36	25	mindlin	mindlin	NOUN
fumecheng-309	36	26	-	-	PUNCT
fumecheng-309	36	27	reissner	reissner	NOUN
fumecheng-309	36	28	kinematical	kinematical	ADJ
fumecheng-309	36	29	assumptions	assumption	NOUN
fumecheng-309	36	30	that	that	PRON
fumecheng-309	36	31	imply	imply	VERB
fumecheng-309	36	32	constant	constant	ADJ
fumecheng-309	36	33	transverse	transverse	NOUN
fumecheng-309	36	34	shear	shear	NOUN
fumecheng-309	36	35	strains	strain	NOUN
fumecheng-309	36	36	and	and	CCONJ
fumecheng-309	36	37	stresses	stress	NOUN
fumecheng-309	36	38	across	across	ADP
fumecheng-309	36	39	the	the	DET
fumecheng-309	36	40	thickness	thickness	NOUN
fumecheng-309	36	41	of	of	ADP
fumecheng-309	36	42	the	the	DET
fumecheng-309	36	43	structure	structure	NOUN
fumecheng-309	36	44	[	[	X
fumecheng-309	36	45	7	7	NUM
fumecheng-309	36	46	]	]	PUNCT
fumecheng-309	36	47	.	.	PUNCT
fumecheng-309	37	1	within	within	ADP
fumecheng-309	37	2	the	the	DET
fumecheng-309	37	3	framework	framework	NOUN
fumecheng-309	37	4	of	of	ADP
fumecheng-309	37	5	the	the	DET
fumecheng-309	37	6	fem	fem	NOUN
fumecheng-309	37	7	,	,	PUNCT
fumecheng-309	37	8	the	the	DET
fumecheng-309	37	9	strain	strain	ADJ
fumecheng-309	37	10	field	field	NOUN
fumecheng-309	37	11	of	of	ADP
fumecheng-309	37	12	a	a	DET
fumecheng-309	37	13	shell	shell	ADJ
fumecheng-309	37	14	element	element	NOUN
fumecheng-309	37	15	based	base	VERB
fumecheng-309	37	16	on	on	ADP
fumecheng-309	37	17	the	the	DET
fumecheng-309	37	18	aforementioned	aforementioned	ADJ
fumecheng-309	37	19	kinematical	kinematical	ADJ
fumecheng-309	37	20	assumptions	assumption	NOUN
fumecheng-309	37	21	is	be	AUX
fumecheng-309	37	22	given	give	VERB
fumecheng-309	37	23	in	in	ADP
fumecheng-309	37	24	the	the	DET
fumecheng-309	37	25	following	follow	VERB
fumecheng-309	37	26	general	general	ADJ
fumecheng-309	37	27	form	form	NOUN
fumecheng-309	37	28	:	:	PUNCT
fumecheng-309	37	29	a	a	DET
fumecheng-309	37	30	real	real	ADJ
fumecheng-309	37	31	time	time	NOUN
fumecheng-309	37	32	neural	neural	ADJ
fumecheng-309	37	33	network	network	NOUN
fumecheng-309	37	34	based	base	VERB
fumecheng-309	37	35	finite	finite	PROPN
fumecheng-309	37	36	element	element	NOUN
fumecheng-309	37	37	analysis	analysis	NOUN
fumecheng-309	37	38	of	of	ADP
fumecheng-309	37	39	shell	shell	ADJ
fumecheng-309	37	40	structure	structure	NOUN
fumecheng-309	37	41	151	151	NUM
fumecheng-309	37	42	{	{	PUNCT
fumecheng-309	37	43	}	}	PUNCT
fumecheng-309	37	44	[	[	PUNCT
fumecheng-309	37	45	]	]	X
fumecheng-309	37	46	{	{	PUNCT
fumecheng-309	37	47	}	}	PUNCT
fumecheng-309	37	48	{	{	PUNCT
fumecheng-309	37	49	}	}	PUNCT
fumecheng-309	37	50	[	[	PUNCT
fumecheng-309	37	51	]	]	X
fumecheng-309	37	52	{	{	PUNCT
fumecheng-309	37	53	}	}	PUNCT
fumecheng-309	37	54	{	{	PUNCT
fumecheng-309	37	55	}	}	PUNCT
fumecheng-309	37	56	[	[	PUNCT
fumecheng-309	37	57	]	]	X
fumecheng-309	37	58	mf	mf	X
fumecheng-309	37	59	mf	mf	X
fumecheng-309	37	60	e	e	X
fumecheng-309	37	61	u	u	NOUN
fumecheng-309	37	62	s	s	PROPN
fumecheng-309	37	63	s	s	PROPN
fumecheng-309	37	64	b	b	PROPN
fumecheng-309	37	65	d	d	PROPN
fumecheng-309	37	66	b	b	PROPN
fumecheng-309	37	67	d	d	X
fumecheng-309	37	68	b	b	X
fumecheng-309	37	69	ε	ε	PROPN
fumecheng-309	37	70	ε	ε	PROPN
fumecheng-309	37	71	ε	ε	PROPN
fumecheng-309	37	72	⎧	⎧	PROPN
fumecheng-309	37	73	⎫	⎫	PROPN
fumecheng-309	37	74	⎧	⎧	PROPN
fumecheng-309	37	75	⎫	⎫	PROPN
fumecheng-309	37	76	=	=	PUNCT
fumecheng-309	38	1	=	=	PUNCT
fumecheng-309	38	2	=	=	SYM
fumecheng-309	38	3	⎨	⎨	NOUN
fumecheng-309	38	4	⎬	⎬	PROPN
fumecheng-309	38	5	⎨	⎨	PROPN
fumecheng-309	38	6	⎬	⎬	PROPN
fumecheng-309	38	7	⎩	⎩	PROPN
fumecheng-309	38	8	⎭	⎭	PROPN
fumecheng-309	38	9	⎩	⎩	PROPN
fumecheng-309	38	10	⎭	⎭	PROPN
fumecheng-309	38	11	e	e	PROPN
fumecheng-309	38	12	,	,	PUNCT
fumecheng-309	38	13	(	(	PUNCT
fumecheng-309	38	14	1	1	X
fumecheng-309	38	15	)	)	PUNCT
fumecheng-309	38	16	where	where	SCONJ
fumecheng-309	38	17	{	{	PUNCT
fumecheng-309	38	18	εmf	εmf	NOUN
fumecheng-309	38	19	}	}	PUNCT
fumecheng-309	38	20	and	and	CCONJ
fumecheng-309	38	21	{	{	PUNCT
fumecheng-309	38	22	εs	εs	AUX
fumecheng-309	38	23	}	}	PUNCT
fumecheng-309	38	24	are	be	AUX
fumecheng-309	38	25	membrane	membrane	NOUN
fumecheng-309	38	26	-	-	PUNCT
fumecheng-309	38	27	flexural	flexural	NOUN
fumecheng-309	38	28	(	(	PUNCT
fumecheng-309	38	29	in	in	ADP
fumecheng-309	38	30	-	-	PUNCT
fumecheng-309	38	31	plane	plane	NOUN
fumecheng-309	38	32	)	)	PUNCT
fumecheng-309	38	33	and	and	CCONJ
fumecheng-309	38	34	transverse	transverse	ADJ
fumecheng-309	38	35	shear	shear	NOUN
fumecheng-309	38	36	strains	strain	NOUN
fumecheng-309	38	37	,	,	PUNCT
fumecheng-309	38	38	respectively	respectively	ADV
fumecheng-309	38	39	,	,	PUNCT
fumecheng-309	38	40	[	[	X
fumecheng-309	38	41	b	b	X
fumecheng-309	38	42	bmf	bmf	X
fumecheng-309	38	43	]	]	PUNCT
fumecheng-309	38	44	and	and	CCONJ
fumecheng-309	38	45	[	[	X
fumecheng-309	38	46	bsb	bsb	X
fumecheng-309	38	47	]	]	X
fumecheng-309	38	48	are	be	AUX
fumecheng-309	38	49	corresponding	correspond	VERB
fumecheng-309	38	50	strain	strain	NOUN
fumecheng-309	38	51	-	-	PUNCT
fumecheng-309	38	52	displacement	displacement	NOUN
fumecheng-309	38	53	matrices	matrix	NOUN
fumecheng-309	38	54	and	and	CCONJ
fumecheng-309	38	55	can	can	AUX
fumecheng-309	38	56	be	be	AUX
fumecheng-309	38	57	summarized	summarize	VERB
fumecheng-309	38	58	into	into	ADP
fumecheng-309	38	59	element	element	ADJ
fumecheng-309	38	60	strain	strain	NOUN
fumecheng-309	38	61	-	-	PUNCT
fumecheng-309	38	62	displacement	displacement	NOUN
fumecheng-309	38	63	matrix	matrix	NOUN
fumecheng-309	39	1	[	[	X
fumecheng-309	39	2	bbu	bbu	PROPN
fumecheng-309	39	3	]	]	PUNCT
fumecheng-309	39	4	,	,	PUNCT
fumecheng-309	39	5	and	and	CCONJ
fumecheng-309	39	6	,	,	PUNCT
fumecheng-309	39	7	finally	finally	ADV
fumecheng-309	39	8	,	,	PUNCT
fumecheng-309	39	9	{	{	PUNCT
fumecheng-309	39	10	de	de	ADJ
fumecheng-309	39	11	}	}	PUNCT
fumecheng-309	39	12	are	be	AUX
fumecheng-309	39	13	element	element	ADJ
fumecheng-309	39	14	nodal	nodal	NOUN
fumecheng-309	39	15	displacements	displacement	NOUN
fumecheng-309	39	16	.	.	PUNCT
fumecheng-309	40	1	for	for	ADP
fumecheng-309	40	2	more	more	ADJ
fumecheng-309	40	3	details	detail	NOUN
fumecheng-309	40	4	on	on	ADP
fumecheng-309	40	5	the	the	DET
fumecheng-309	40	6	definition	definition	NOUN
fumecheng-309	40	7	of	of	ADP
fumecheng-309	40	8	the	the	DET
fumecheng-309	40	9	strain	strain	NOUN
fumecheng-309	40	10	field	field	NOUN
fumecheng-309	40	11	,	,	PUNCT
fumecheng-309	40	12	an	an	DET
fumecheng-309	40	13	interested	interested	ADJ
fumecheng-309	40	14	reader	reader	NOUN
fumecheng-309	40	15	is	be	AUX
fumecheng-309	40	16	referred	refer	VERB
fumecheng-309	40	17	to	to	ADP
fumecheng-309	40	18	[	[	X
fumecheng-309	40	19	8	8	NUM
fumecheng-309	40	20	]	]	SYM
fumecheng-309	40	21	.	.	PUNCT
fumecheng-309	41	1	3	3	X
fumecheng-309	41	2	.	.	X
fumecheng-309	41	3	modeling	modeling	NOUN
fumecheng-309	41	4	and	and	CCONJ
fumecheng-309	41	5	analysis	analysis	NOUN
fumecheng-309	41	6	of	of	ADP
fumecheng-309	41	7	cylindrical	cylindrical	ADJ
fumecheng-309	41	8	arch	arch	ADJ
fumecheng-309	41	9	structure	structure	NOUN
fumecheng-309	41	10	fig	fig	NOUN
fumecheng-309	41	11	.	.	PUNCT
fumecheng-309	42	1	1	1	NUM
fumecheng-309	42	2	shows	show	VERB
fumecheng-309	42	3	a	a	DET
fumecheng-309	42	4	shell	shell	NOUN
fumecheng-309	42	5	that	that	PRON
fumecheng-309	42	6	is	be	AUX
fumecheng-309	42	7	analyzed	analyze	VERB
fumecheng-309	42	8	in	in	ADP
fumecheng-309	42	9	this	this	DET
fumecheng-309	42	10	paper	paper	NOUN
fumecheng-309	42	11	.	.	PUNCT
fumecheng-309	43	1	a	a	DET
fumecheng-309	43	2	simply	simply	ADV
fumecheng-309	43	3	supported	support	VERB
fumecheng-309	43	4	cylindrical	cylindrical	ADJ
fumecheng-309	43	5	arch	arch	NOUN
fumecheng-309	43	6	with	with	ADP
fumecheng-309	43	7	radius	radius	PROPN
fumecheng-309	43	8	r=360	r=360	PROPN
fumecheng-309	43	9	mm	mm	INTJ
fumecheng-309	43	10	,	,	PUNCT
fumecheng-309	43	11	central	central	ADJ
fumecheng-309	43	12	angle	angle	NOUN
fumecheng-309	43	13	112.5	112.5	NUM
fumecheng-309	43	14	°	°	NOUN
fumecheng-309	43	15	,	,	PUNCT
fumecheng-309	43	16	and	and	CCONJ
fumecheng-309	43	17	width	width	ADJ
fumecheng-309	43	18	b=700	b=700	NUM
fumecheng-309	43	19	mm	mm	PROPN
fumecheng-309	43	20	is	be	AUX
fumecheng-309	43	21	considered	consider	VERB
fumecheng-309	43	22	.	.	PUNCT
fumecheng-309	44	1	the	the	DET
fumecheng-309	44	2	thickness	thickness	NOUN
fumecheng-309	44	3	of	of	ADP
fumecheng-309	44	4	shell	shell	NOUN
fumecheng-309	44	5	is	be	AUX
fumecheng-309	44	6	30	30	NUM
fumecheng-309	44	7	mm	mm	NOUN
fumecheng-309	44	8	.	.	PUNCT
fumecheng-309	45	1	a	a	DET
fumecheng-309	45	2	uniform	uniform	ADJ
fumecheng-309	45	3	mesh	mesh	NOUN
fumecheng-309	45	4	is	be	AUX
fumecheng-309	45	5	used	use	VERB
fumecheng-309	45	6	in	in	ADP
fumecheng-309	45	7	this	this	DET
fumecheng-309	45	8	solution	solution	NOUN
fumecheng-309	45	9	.	.	PUNCT
fumecheng-309	46	1	number	number	NOUN
fumecheng-309	46	2	of	of	ADP
fumecheng-309	46	3	elements	element	NOUN
fumecheng-309	46	4	is	be	AUX
fumecheng-309	46	5	196	196	NUM
fumecheng-309	46	6	(	(	PUNCT
fumecheng-309	46	7	14×14	14×14	NUM
fumecheng-309	46	8	)	)	PUNCT
fumecheng-309	46	9	,	,	PUNCT
fumecheng-309	46	10	while	while	SCONJ
fumecheng-309	46	11	type	type	NOUN
fumecheng-309	46	12	of	of	ADP
fumecheng-309	46	13	elements	element	NOUN
fumecheng-309	46	14	is	be	AUX
fumecheng-309	46	15	a	a	DET
fumecheng-309	46	16	quadrilateral	quadrilateral	ADJ
fumecheng-309	46	17	shell	shell	NOUN
fumecheng-309	46	18	element	element	NOUN
fumecheng-309	46	19	with	with	ADP
fumecheng-309	46	20	8	8	NUM
fumecheng-309	46	21	nodes	node	NOUN
fumecheng-309	46	22	.	.	PUNCT
fumecheng-309	47	1	the	the	DET
fumecheng-309	47	2	type	type	NOUN
fumecheng-309	47	3	of	of	ADP
fumecheng-309	47	4	analysis	analysis	NOUN
fumecheng-309	47	5	performed	perform	VERB
fumecheng-309	47	6	to	to	PART
fumecheng-309	47	7	determine	determine	VERB
fumecheng-309	47	8	displacements	displacement	NOUN
fumecheng-309	47	9	of	of	ADP
fumecheng-309	47	10	this	this	DET
fumecheng-309	47	11	structure	structure	NOUN
fumecheng-309	47	12	in	in	ADP
fumecheng-309	47	13	the	the	DET
fumecheng-309	47	14	shape	shape	NOUN
fumecheng-309	47	15	of	of	ADP
fumecheng-309	47	16	cylindrical	cylindrical	ADJ
fumecheng-309	47	17	arc	arc	NOUN
fumecheng-309	47	18	is	be	AUX
fumecheng-309	47	19	non	non	ADJ
fumecheng-309	47	20	-	-	ADJ
fumecheng-309	47	21	linear	linear	ADJ
fumecheng-309	47	22	.	.	PUNCT
fumecheng-309	48	1	this	this	DET
fumecheng-309	48	2	type	type	NOUN
fumecheng-309	48	3	of	of	ADP
fumecheng-309	48	4	analysis	analysis	NOUN
fumecheng-309	48	5	provides	provide	VERB
fumecheng-309	48	6	for	for	ADP
fumecheng-309	48	7	more	more	ADV
fumecheng-309	48	8	accurate	accurate	ADJ
fumecheng-309	48	9	results	result	NOUN
fumecheng-309	48	10	,	,	PUNCT
fumecheng-309	48	11	but	but	CCONJ
fumecheng-309	48	12	it	it	PRON
fumecheng-309	48	13	increases	increase	VERB
fumecheng-309	48	14	computation	computation	NOUN
fumecheng-309	48	15	time	time	NOUN
fumecheng-309	48	16	,	,	PUNCT
fumecheng-309	48	17	even	even	ADV
fumecheng-309	48	18	for	for	ADP
fumecheng-309	48	19	this	this	DET
fumecheng-309	48	20	simple	simple	ADJ
fumecheng-309	48	21	shape	shape	NOUN
fumecheng-309	48	22	structure	structure	NOUN
fumecheng-309	48	23	.	.	PUNCT
fumecheng-309	49	1	the	the	DET
fumecheng-309	49	2	considered	consider	VERB
fumecheng-309	49	3	structure	structure	NOUN
fumecheng-309	49	4	is	be	AUX
fumecheng-309	49	5	exposed	expose	VERB
fumecheng-309	49	6	to	to	ADP
fumecheng-309	49	7	rather	rather	ADV
fumecheng-309	49	8	large	large	ADJ
fumecheng-309	49	9	loads	load	NOUN
fumecheng-309	49	10	and	and	CCONJ
fumecheng-309	49	11	,	,	PUNCT
fumecheng-309	49	12	hence	hence	ADV
fumecheng-309	49	13	,	,	PUNCT
fumecheng-309	49	14	the	the	DET
fumecheng-309	49	15	induced	induced	ADJ
fumecheng-309	49	16	deformations	deformation	NOUN
fumecheng-309	49	17	exceed	exceed	VERB
fumecheng-309	49	18	the	the	DET
fumecheng-309	49	19	realm	realm	NOUN
fumecheng-309	49	20	of	of	ADP
fumecheng-309	49	21	linear	linear	ADJ
fumecheng-309	49	22	analysis	analysis	NOUN
fumecheng-309	49	23	.	.	PUNCT
fumecheng-309	50	1	therefore	therefore	ADV
fumecheng-309	50	2	,	,	PUNCT
fumecheng-309	50	3	the	the	DET
fumecheng-309	50	4	geometrically	geometrically	ADV
fumecheng-309	50	5	nonlinear	nonlinear	ADJ
fumecheng-309	50	6	fem	fem	NOUN
fumecheng-309	50	7	analysis	analysis	NOUN
fumecheng-309	50	8	is	be	AUX
fumecheng-309	50	9	applied	apply	VERB
fumecheng-309	50	10	to	to	PART
fumecheng-309	50	11	determine	determine	VERB
fumecheng-309	50	12	the	the	DET
fumecheng-309	50	13	structural	structural	ADJ
fumecheng-309	50	14	response	response	NOUN
fumecheng-309	50	15	with	with	ADP
fumecheng-309	50	16	adequate	adequate	ADJ
fumecheng-309	50	17	accuracy	accuracy	NOUN
fumecheng-309	50	18	.	.	PUNCT
fumecheng-309	51	1	this	this	PRON
fumecheng-309	51	2	,	,	PUNCT
fumecheng-309	51	3	furthermore	furthermore	ADV
fumecheng-309	51	4	,	,	PUNCT
fumecheng-309	51	5	implies	imply	VERB
fumecheng-309	51	6	increased	increase	VERB
fumecheng-309	51	7	computational	computational	ADJ
fumecheng-309	51	8	time	time	NOUN
fumecheng-309	51	9	because	because	SCONJ
fumecheng-309	51	10	the	the	DET
fumecheng-309	51	11	structural	structural	ADJ
fumecheng-309	51	12	stiffness	stiffness	NOUN
fumecheng-309	51	13	continuously	continuously	ADV
fumecheng-309	51	14	changes	change	VERB
fumecheng-309	51	15	over	over	ADP
fumecheng-309	51	16	the	the	DET
fumecheng-309	51	17	course	course	NOUN
fumecheng-309	51	18	of	of	ADP
fumecheng-309	51	19	deformation	deformation	NOUN
fumecheng-309	51	20	as	as	ADP
fumecheng-309	51	21	a	a	DET
fumecheng-309	51	22	consequence	consequence	NOUN
fumecheng-309	51	23	of	of	ADP
fumecheng-309	51	24	the	the	DET
fumecheng-309	51	25	change	change	NOUN
fumecheng-309	51	26	in	in	ADP
fumecheng-309	51	27	structural	structural	ADJ
fumecheng-309	51	28	configuration	configuration	NOUN
fumecheng-309	51	29	and	and	CCONJ
fumecheng-309	51	30	stress	stress	NOUN
fumecheng-309	51	31	state	state	NOUN
fumecheng-309	51	32	.	.	PUNCT
fumecheng-309	52	1	the	the	DET
fumecheng-309	52	2	incremental	incremental	ADJ
fumecheng-309	52	3	solution	solution	NOUN
fumecheng-309	52	4	procedure	procedure	NOUN
fumecheng-309	52	5	based	base	VERB
fumecheng-309	52	6	on	on	ADP
fumecheng-309	52	7	the	the	DET
fumecheng-309	52	8	iterative	iterative	NOUN
fumecheng-309	52	9	newton	newton	PROPN
fumecheng-309	52	10	-	-	PUNCT
fumecheng-309	52	11	raphson	raphson	PROPN
fumecheng-309	52	12	method	method	NOUN
fumecheng-309	52	13	is	be	AUX
fumecheng-309	52	14	used	use	VERB
fumecheng-309	52	15	to	to	PART
fumecheng-309	52	16	obtain	obtain	VERB
fumecheng-309	52	17	the	the	DET
fumecheng-309	52	18	solution	solution	NOUN
fumecheng-309	52	19	.	.	PUNCT
fumecheng-309	53	1	a	a	DET
fumecheng-309	53	2	)	)	PUNCT
fumecheng-309	53	3	b	b	NOUN
fumecheng-309	53	4	)	)	PUNCT
fumecheng-309	53	5	fig	fig	NOUN
fumecheng-309	53	6	.	.	PUNCT
fumecheng-309	54	1	1	1	NUM
fumecheng-309	54	2	a	a	X
fumecheng-309	54	3	)	)	PUNCT
fumecheng-309	54	4	cylindrical	cylindrical	ADJ
fumecheng-309	54	5	arch	arch	NOUN
fumecheng-309	54	6	with	with	ADP
fumecheng-309	54	7	boundary	boundary	ADJ
fumecheng-309	54	8	conditions	condition	NOUN
fumecheng-309	54	9	,	,	PUNCT
fumecheng-309	54	10	b	b	NOUN
fumecheng-309	54	11	)	)	PUNCT
fumecheng-309	54	12	meshed	mesh	VERB
fumecheng-309	54	13	shell	shell	NOUN
fumecheng-309	54	14	the	the	DET
fumecheng-309	54	15	excitation	excitation	NOUN
fumecheng-309	54	16	is	be	AUX
fumecheng-309	54	17	modeled	model	VERB
fumecheng-309	54	18	as	as	ADP
fumecheng-309	54	19	a	a	DET
fumecheng-309	54	20	concentrated	concentrated	ADJ
fumecheng-309	54	21	force	force	NOUN
fumecheng-309	54	22	with	with	ADP
fumecheng-309	54	23	components	component	NOUN
fumecheng-309	54	24	in	in	ADP
fumecheng-309	54	25	xand	xand	PROPN
fumecheng-309	54	26	ydirections	ydirection	NOUN
fumecheng-309	54	27	.	.	PUNCT
fumecheng-309	55	1	the	the	DET
fumecheng-309	55	2	range	range	NOUN
fumecheng-309	55	3	of	of	ADP
fumecheng-309	55	4	applied	apply	VERB
fumecheng-309	55	5	forces	force	NOUN
fumecheng-309	55	6	is	be	AUX
fumecheng-309	55	7	0.3	0.3	NUM
fumecheng-309	55	8	mn	mn	NOUN
fumecheng-309	55	9	to	to	ADP
fumecheng-309	55	10	4.6	4.6	NUM
fumecheng-309	55	11	mn	mn	NOUN
fumecheng-309	55	12	in	in	ADP
fumecheng-309	55	13	x	x	NOUN
fumecheng-309	55	14	-	-	NOUN
fumecheng-309	55	15	direction	direction	NOUN
fumecheng-309	55	16	,	,	PUNCT
fumecheng-309	55	17	and	and	CCONJ
fumecheng-309	55	18	0.6	0.6	NUM
fumecheng-309	55	19	mn	mn	PROPN
fumecheng-309	55	20	to	to	ADP
fumecheng-309	55	21	9	9	NUM
fumecheng-309	55	22	mn	mn	PROPN
fumecheng-309	55	23	in	in	ADP
fumecheng-309	55	24	y	y	NOUN
fumecheng-309	55	25	-	-	PUNCT
fumecheng-309	55	26	direction	direction	NOUN
fumecheng-309	55	27	,	,	PUNCT
fumecheng-309	55	28	which	which	PRON
fumecheng-309	55	29	results	result	VERB
fumecheng-309	55	30	in	in	ADP
fumecheng-309	55	31	structural	structural	ADJ
fumecheng-309	55	32	deformation	deformation	NOUN
fumecheng-309	55	33	.	.	PUNCT
fumecheng-309	56	1	fig	fig	NOUN
fumecheng-309	56	2	.	.	PUNCT
fumecheng-309	57	1	4	4	NUM
fumecheng-309	57	2	depicts	depict	VERB
fumecheng-309	57	3	the	the	DET
fumecheng-309	57	4	shell	shell	ADJ
fumecheng-309	57	5	deformations	deformation	NOUN
fumecheng-309	57	6	at	at	ADP
fumecheng-309	57	7	different	different	ADJ
fumecheng-309	57	8	loads	load	NOUN
fumecheng-309	57	9	obtained	obtain	VERB
fumecheng-309	57	10	in	in	ADP
fumecheng-309	57	11	the	the	DET
fumecheng-309	57	12	abaqus	abaqus	NOUN
fumecheng-309	57	13	.	.	PUNCT
fumecheng-309	58	1	the	the	DET
fumecheng-309	58	2	deformations	deformation	NOUN
fumecheng-309	58	3	are	be	AUX
fumecheng-309	58	4	given	give	VERB
fumecheng-309	58	5	with	with	ADP
fumecheng-309	58	6	the	the	DET
fumecheng-309	58	7	scaling	scale	VERB
fumecheng-309	58	8	factor	factor	NOUN
fumecheng-309	58	9	equal	equal	ADJ
fumecheng-309	58	10	to	to	ADP
fumecheng-309	58	11	1	1	NUM
fumecheng-309	58	12	,	,	PUNCT
fumecheng-309	58	13	i.e.	i.e.	X
fumecheng-309	58	14	,	,	PUNCT
fumecheng-309	58	15	the	the	DET
fumecheng-309	58	16	real	real	ADJ
fumecheng-309	58	17	deformation	deformation	NOUN
fumecheng-309	58	18	is	be	AUX
fumecheng-309	58	19	depicted	depict	VERB
fumecheng-309	58	20	.	.	PUNCT
fumecheng-309	59	1	the	the	DET
fumecheng-309	59	2	lower	low	ADJ
fumecheng-309	59	3	part	part	NOUN
fumecheng-309	59	4	of	of	ADP
fumecheng-309	59	5	the	the	DET
fumecheng-309	59	6	figure	figure	NOUN
fumecheng-309	59	7	shows	show	VERB
fumecheng-309	59	8	rather	rather	ADV
fumecheng-309	59	9	large	large	ADJ
fumecheng-309	59	10	deformations	deformation	NOUN
fumecheng-309	59	11	that	that	PRON
fumecheng-309	59	12	definitely	definitely	ADV
fumecheng-309	59	13	require	require	VERB
fumecheng-309	59	14	nonlinear	nonlinear	ADJ
fumecheng-309	59	15	computation	computation	NOUN
fumecheng-309	59	16	.	.	PUNCT
fumecheng-309	60	1	152	152	NUM
fumecheng-309	60	2	ž	ž	X
fumecheng-309	60	3	.	.	PUNCT
fumecheng-309	60	4	ćojbašić	ćojbašić	PROPN
fumecheng-309	60	5	,	,	PUNCT
fumecheng-309	60	6	v.	v.	ADP
fumecheng-309	60	7	nikolić	nikolić	PROPN
fumecheng-309	60	8	,	,	PUNCT
fumecheng-309	60	9	e.	e.	PROPN
fumecheng-309	60	10	petrović	petrović	PROPN
fumecheng-309	60	11	,	,	PUNCT
fumecheng-309	60	12	v.	v.	ADP
fumecheng-309	60	13	pavlović	pavlović	NOUN
fumecheng-309	60	14	,	,	PUNCT
fumecheng-309	60	15	m.	m.	NOUN
fumecheng-309	60	16	tomić	tomić	PROPN
fumecheng-309	60	17	,	,	PUNCT
fumecheng-309	60	18	i.	i.	NOUN
fumecheng-309	60	19	pavlović	pavlović	NOUN
fumecheng-309	60	20	,	,	PUNCT
fumecheng-309	60	21	i.	i.	PROPN
fumecheng-309	60	22	ćirić	ćirić	PROPN
fumecheng-309	60	23	fig	fig	PROPN
fumecheng-309	60	24	.	.	PUNCT
fumecheng-309	60	25	2	2	NUM
fumecheng-309	60	26	the	the	DET
fumecheng-309	60	27	shell	shell	ADJ
fumecheng-309	60	28	displacements	displacement	NOUN
fumecheng-309	60	29	at	at	ADP
fumecheng-309	60	30	different	different	ADJ
fumecheng-309	60	31	loads	load	NOUN
fumecheng-309	60	32	4	4	NUM
fumecheng-309	60	33	.	.	PUNCT
fumecheng-309	60	34	a	a	DET
fumecheng-309	60	35	real	real	ADJ
fumecheng-309	60	36	time	time	NOUN
fumecheng-309	60	37	neural	neural	ADJ
fumecheng-309	60	38	network	network	NOUN
fumecheng-309	60	39	-	-	PUNCT
fumecheng-309	60	40	based	base	VERB
fumecheng-309	60	41	finite	finite	ADJ
fumecheng-309	60	42	element	element	NOUN
fumecheng-309	60	43	analysis	analysis	NOUN
fumecheng-309	60	44	a	a	DET
fumecheng-309	60	45	standard	standard	ADJ
fumecheng-309	60	46	feed	feed	NOUN
fumecheng-309	60	47	-	-	PUNCT
fumecheng-309	60	48	forward	forward	NOUN
fumecheng-309	60	49	,	,	PUNCT
fumecheng-309	60	50	back	back	ADJ
fumecheng-309	60	51	propagation	propagation	NOUN
fumecheng-309	60	52	neural	neural	ADJ
fumecheng-309	60	53	network	network	NOUN
fumecheng-309	60	54	is	be	AUX
fumecheng-309	60	55	used	use	VERB
fumecheng-309	60	56	in	in	ADP
fumecheng-309	60	57	this	this	DET
fumecheng-309	60	58	study	study	NOUN
fumecheng-309	60	59	.	.	PUNCT
fumecheng-309	61	1	to	to	PART
fumecheng-309	61	2	provide	provide	VERB
fumecheng-309	61	3	for	for	ADP
fumecheng-309	61	4	an	an	DET
fumecheng-309	61	5	efficient	efficient	ADJ
fumecheng-309	61	6	solution	solution	NOUN
fumecheng-309	61	7	,	,	PUNCT
fumecheng-309	61	8	the	the	DET
fumecheng-309	61	9	artificial	artificial	ADJ
fumecheng-309	61	10	neural	neural	ADJ
fumecheng-309	61	11	network	network	NOUN
fumecheng-309	61	12	(	(	PUNCT
fumecheng-309	61	13	ann	ann	PROPN
fumecheng-309	61	14	)	)	PUNCT
fumecheng-309	62	1	[	[	X
fumecheng-309	62	2	9	9	NUM
fumecheng-309	62	3	]	]	PUNCT
fumecheng-309	62	4	has	have	VERB
fumecheng-309	62	5	three	three	NUM
fumecheng-309	62	6	layers	layer	NOUN
fumecheng-309	62	7	:	:	PUNCT
fumecheng-309	62	8	an	an	DET
fumecheng-309	62	9	input	input	NOUN
fumecheng-309	62	10	layer	layer	NOUN
fumecheng-309	62	11	,	,	PUNCT
fumecheng-309	62	12	a	a	DET
fumecheng-309	62	13	single	single	ADJ
fumecheng-309	62	14	hidden	hidden	ADJ
fumecheng-309	62	15	layer	layer	NOUN
fumecheng-309	62	16	and	and	CCONJ
fumecheng-309	62	17	an	an	DET
fumecheng-309	62	18	output	output	NOUN
fumecheng-309	62	19	layer	layer	NOUN
fumecheng-309	62	20	.	.	PUNCT
fumecheng-309	63	1	as	as	SCONJ
fumecheng-309	63	2	network	network	NOUN
fumecheng-309	63	3	input	input	NOUN
fumecheng-309	63	4	variables	variable	NOUN
fumecheng-309	63	5	,	,	PUNCT
fumecheng-309	63	6	forces	force	NOUN
fumecheng-309	63	7	in	in	ADP
fumecheng-309	63	8	x	x	PUNCT
fumecheng-309	63	9	and	and	CCONJ
fumecheng-309	63	10	y	y	PROPN
fumecheng-309	63	11	directions	direction	NOUN
fumecheng-309	63	12	are	be	AUX
fumecheng-309	63	13	selected	select	VERB
fumecheng-309	63	14	,	,	PUNCT
fumecheng-309	63	15	while	while	SCONJ
fumecheng-309	63	16	selected	select	VERB
fumecheng-309	63	17	output	output	NOUN
fumecheng-309	63	18	network	network	NOUN
fumecheng-309	63	19	variables	variable	NOUN
fumecheng-309	63	20	are	be	AUX
fumecheng-309	63	21	displacements	displacement	NOUN
fumecheng-309	63	22	in	in	ADP
fumecheng-309	63	23	x	x	PROPN
fumecheng-309	63	24	,	,	PUNCT
fumecheng-309	63	25	y	y	PROPN
fumecheng-309	63	26	,	,	PUNCT
fumecheng-309	63	27	and	and	CCONJ
fumecheng-309	63	28	z	z	NOUN
fumecheng-309	63	29	directions	direction	NOUN
fumecheng-309	63	30	,	,	PUNCT
fumecheng-309	63	31	respectively	respectively	ADV
fumecheng-309	63	32	.	.	PUNCT
fumecheng-309	64	1	using	use	VERB
fumecheng-309	64	2	custom	custom	NOUN
fumecheng-309	64	3	script	script	NOUN
fumecheng-309	64	4	for	for	ADP
fumecheng-309	64	5	matlab	matlab	PROPN
fumecheng-309	64	6	,	,	PUNCT
fumecheng-309	64	7	the	the	DET
fumecheng-309	64	8	ann	ann	PROPN
fumecheng-309	64	9	model	model	NOUN
fumecheng-309	64	10	is	be	AUX
fumecheng-309	64	11	defined	define	VERB
fumecheng-309	64	12	.	.	PUNCT
fumecheng-309	65	1	the	the	DET
fumecheng-309	65	2	model	model	NOUN
fumecheng-309	65	3	’s	’s	PART
fumecheng-309	65	4	input	input	NOUN
fumecheng-309	65	5	layer	layer	NOUN
fumecheng-309	65	6	consists	consist	VERB
fumecheng-309	65	7	of	of	ADP
fumecheng-309	65	8	two	two	NUM
fumecheng-309	65	9	neurons	neuron	NOUN
fumecheng-309	65	10	,	,	PUNCT
fumecheng-309	65	11	the	the	DET
fumecheng-309	65	12	hidden	hidden	ADJ
fumecheng-309	65	13	one	one	NUM
fumecheng-309	65	14	of	of	ADP
fumecheng-309	65	15	ten	ten	NUM
fumecheng-309	65	16	neurons	neuron	NOUN
fumecheng-309	65	17	,	,	PUNCT
fumecheng-309	65	18	while	while	SCONJ
fumecheng-309	65	19	the	the	DET
fumecheng-309	65	20	output	output	NOUN
fumecheng-309	65	21	one	one	NOUN
fumecheng-309	65	22	has	have	VERB
fumecheng-309	65	23	3	3	NUM
fumecheng-309	65	24	neurons	neuron	NOUN
fumecheng-309	65	25	(	(	PUNCT
fumecheng-309	65	26	fig	fig	NOUN
fumecheng-309	65	27	.	.	PUNCT
fumecheng-309	66	1	3	3	NUM
fumecheng-309	66	2	)	)	PUNCT
fumecheng-309	66	3	.	.	PUNCT
fumecheng-309	67	1	using	use	VERB
fumecheng-309	67	2	a	a	DET
fumecheng-309	67	3	trial	trial	NOUN
fumecheng-309	67	4	and	and	CCONJ
fumecheng-309	67	5	error	error	NOUN
fumecheng-309	67	6	process	process	NOUN
fumecheng-309	67	7	,	,	PUNCT
fumecheng-309	67	8	the	the	DET
fumecheng-309	67	9	number	number	NOUN
fumecheng-309	67	10	of	of	ADP
fumecheng-309	67	11	neurons	neuron	NOUN
fumecheng-309	67	12	in	in	ADP
fumecheng-309	67	13	the	the	DET
fumecheng-309	67	14	hidden	hide	VERB
fumecheng-309	67	15	layer	layer	NOUN
fumecheng-309	67	16	is	be	AUX
fumecheng-309	67	17	determined	determine	VERB
fumecheng-309	67	18	,	,	PUNCT
fumecheng-309	67	19	while	while	SCONJ
fumecheng-309	67	20	the	the	DET
fumecheng-309	67	21	levenberg	levenberg	PROPN
fumecheng-309	67	22	–	–	PUNCT
fumecheng-309	67	23	marquardt	marquardt	PROPN
fumecheng-309	67	24	back	back	PROPN
fumecheng-309	67	25	propagation	propagation	NOUN
fumecheng-309	67	26	algorithm	algorithm	NOUN
fumecheng-309	67	27	is	be	AUX
fumecheng-309	67	28	used	use	VERB
fumecheng-309	67	29	for	for	ADP
fumecheng-309	67	30	network	network	NOUN
fumecheng-309	67	31	training	training	NOUN
fumecheng-309	68	1	[	[	X
fumecheng-309	68	2	10	10	NUM
fumecheng-309	68	3	]	]	PUNCT
fumecheng-309	68	4	.	.	PUNCT
fumecheng-309	69	1	the	the	DET
fumecheng-309	69	2	algorithm	algorithm	NOUN
fumecheng-309	69	3	uses	use	VERB
fumecheng-309	69	4	the	the	DET
fumecheng-309	69	5	approximation	approximation	NOUN
fumecheng-309	69	6	1	1	NUM
fumecheng-309	69	7	1	1	NUM
fumecheng-309	69	8	[	[	PUNCT
fumecheng-309	69	9	]	]	X
fumecheng-309	69	10	t	t	X
fumecheng-309	69	11	k	k	PROPN
fumecheng-309	69	12	k	k	PROPN
fumecheng-309	69	13	tx	tx	PROPN
fumecheng-309	69	14	x	x	PUNCT
fumecheng-309	70	1	j	j	PROPN
fumecheng-309	70	2	j	j	NOUN
fumecheng-309	71	1	i	i	PRON
fumecheng-309	71	2	jμ	jμ	VERB
fumecheng-309	71	3	−	−	PROPN
fumecheng-309	72	1	+	+	CCONJ
fumecheng-309	72	2	=	=	SYM
fumecheng-309	72	3	±	±	NUM
fumecheng-309	72	4	+	+	CCONJ
fumecheng-309	72	5	e	e	NOUN
fumecheng-309	72	6	,	,	PUNCT
fumecheng-309	72	7	(	(	PUNCT
fumecheng-309	72	8	2	2	X
fumecheng-309	72	9	)	)	PUNCT
fumecheng-309	72	10	where	where	SCONJ
fumecheng-309	72	11	j	j	PROPN
fumecheng-309	72	12	denotes	denote	VERB
fumecheng-309	72	13	jacobian	jacobian	ADJ
fumecheng-309	72	14	matrix	matrix	NOUN
fumecheng-309	72	15	that	that	PRON
fumecheng-309	72	16	contains	contain	VERB
fumecheng-309	72	17	first	first	ADJ
fumecheng-309	72	18	derivatives	derivative	NOUN
fumecheng-309	72	19	of	of	ADP
fumecheng-309	72	20	the	the	DET
fumecheng-309	72	21	network	network	NOUN
fumecheng-309	72	22	errors	error	NOUN
fumecheng-309	72	23	with	with	ADP
fumecheng-309	72	24	respect	respect	NOUN
fumecheng-309	72	25	to	to	ADP
fumecheng-309	72	26	weights	weight	NOUN
fumecheng-309	72	27	and	and	CCONJ
fumecheng-309	72	28	biases	bias	NOUN
fumecheng-309	72	29	,	,	PUNCT
fumecheng-309	72	30	and	and	CCONJ
fumecheng-309	72	31	e	e	NOUN
fumecheng-309	72	32	is	be	AUX
fumecheng-309	72	33	a	a	DET
fumecheng-309	72	34	vector	vector	NOUN
fumecheng-309	72	35	of	of	ADP
fumecheng-309	72	36	network	network	NOUN
fumecheng-309	72	37	errors	error	NOUN
fumecheng-309	72	38	.	.	PUNCT
fumecheng-309	73	1	as	as	ADP
fumecheng-309	73	2	a	a	DET
fumecheng-309	73	3	performance	performance	NOUN
fumecheng-309	73	4	measure	measure	NOUN
fumecheng-309	73	5	during	during	ADP
fumecheng-309	73	6	training	training	NOUN
fumecheng-309	73	7	,	,	PUNCT
fumecheng-309	73	8	the	the	DET
fumecheng-309	73	9	mean	mean	ADJ
fumecheng-309	73	10	squared	square	VERB
fumecheng-309	73	11	error	error	NOUN
fumecheng-309	73	12	is	be	AUX
fumecheng-309	73	13	used	use	VERB
fumecheng-309	73	14	[	[	PUNCT
fumecheng-309	73	15	11	11	NUM
fumecheng-309	73	16	]	]	PUNCT
fumecheng-309	73	17	.	.	PUNCT
fumecheng-309	74	1	the	the	DET
fumecheng-309	74	2	dataset	dataset	NOUN
fumecheng-309	74	3	consists	consist	VERB
fumecheng-309	74	4	of	of	ADP
fumecheng-309	74	5	224	224	NUM
fumecheng-309	74	6	samples	sample	NOUN
fumecheng-309	74	7	.	.	PUNCT
fumecheng-309	75	1	each	each	DET
fumecheng-309	75	2	set	set	NOUN
fumecheng-309	75	3	consists	consist	VERB
fumecheng-309	75	4	of	of	ADP
fumecheng-309	75	5	5	5	NUM
fumecheng-309	75	6	variables	variable	NOUN
fumecheng-309	75	7	.	.	PUNCT
fumecheng-309	76	1	these	these	DET
fumecheng-309	76	2	variables	variable	NOUN
fumecheng-309	76	3	are	be	AUX
fumecheng-309	76	4	applied	apply	VERB
fumecheng-309	76	5	forces	force	NOUN
fumecheng-309	76	6	in	in	ADP
fumecheng-309	76	7	x	x	PUNCT
fumecheng-309	76	8	and	and	CCONJ
fumecheng-309	76	9	y	y	PROPN
fumecheng-309	76	10	directions	direction	NOUN
fumecheng-309	76	11	and	and	CCONJ
fumecheng-309	76	12	measured	measure	VERB
fumecheng-309	76	13	displacements	displacement	NOUN
fumecheng-309	76	14	(	(	PUNCT
fumecheng-309	76	15	in	in	ADP
fumecheng-309	76	16	abaqus	abaqus	NOUN
fumecheng-309	76	17	)	)	PUNCT
fumecheng-309	76	18	in	in	ADP
fumecheng-309	76	19	x	x	PROPN
fumecheng-309	76	20	,	,	PUNCT
fumecheng-309	76	21	y	y	PROPN
fumecheng-309	76	22	and	and	CCONJ
fumecheng-309	76	23	z	z	NOUN
fumecheng-309	76	24	directions	direction	NOUN
fumecheng-309	76	25	.	.	PUNCT
fumecheng-309	77	1	to	to	PART
fumecheng-309	77	2	be	be	AUX
fumecheng-309	77	3	able	able	ADJ
fumecheng-309	77	4	to	to	PART
fumecheng-309	77	5	import	import	VERB
fumecheng-309	77	6	these	these	DET
fumecheng-309	77	7	variables	variable	NOUN
fumecheng-309	77	8	into	into	ADP
fumecheng-309	77	9	the	the	DET
fumecheng-309	77	10	ann	ann	PROPN
fumecheng-309	77	11	,	,	PUNCT
fumecheng-309	77	12	the	the	DET
fumecheng-309	77	13	dataset	dataset	NOUN
fumecheng-309	77	14	has	have	VERB
fumecheng-309	77	15	to	to	PART
fumecheng-309	77	16	be	be	AUX
fumecheng-309	77	17	split	split	VERB
fumecheng-309	77	18	into	into	ADP
fumecheng-309	77	19	two	two	NUM
fumecheng-309	77	20	matrices	matrix	NOUN
fumecheng-309	77	21	.	.	PUNCT
fumecheng-309	78	1	one	one	NUM
fumecheng-309	78	2	matrix	matrix	NOUN
fumecheng-309	78	3	consisting	consist	VERB
fumecheng-309	78	4	of	of	ADP
fumecheng-309	78	5	applied	apply	VERB
fumecheng-309	78	6	forces	force	NOUN
fumecheng-309	78	7	in	in	ADP
fumecheng-309	78	8	x	x	PUNCT
fumecheng-309	78	9	and	and	CCONJ
fumecheng-309	78	10	y	y	PROPN
fumecheng-309	78	11	directions	direction	NOUN
fumecheng-309	78	12	is	be	AUX
fumecheng-309	78	13	called	call	VERB
fumecheng-309	78	14	“	"	PUNCT
fumecheng-309	78	15	input	input	NOUN
fumecheng-309	78	16	”	"	PUNCT
fumecheng-309	78	17	.	.	PUNCT
fumecheng-309	79	1	the	the	DET
fumecheng-309	79	2	second	second	ADJ
fumecheng-309	79	3	one	one	NUM
fumecheng-309	79	4	consisting	consist	VERB
fumecheng-309	79	5	of	of	ADP
fumecheng-309	79	6	displacements	displacement	NOUN
fumecheng-309	79	7	in	in	ADP
fumecheng-309	79	8	x	x	PROPN
fumecheng-309	79	9	,	,	PUNCT
fumecheng-309	79	10	y	y	PROPN
fumecheng-309	79	11	,	,	PUNCT
fumecheng-309	79	12	and	and	CCONJ
fumecheng-309	79	13	z	z	NOUN
fumecheng-309	79	14	directions	direction	NOUN
fumecheng-309	79	15	is	be	AUX
fumecheng-309	79	16	called	call	VERB
fumecheng-309	79	17	“	"	PUNCT
fumecheng-309	79	18	target	target	NOUN
fumecheng-309	79	19	”	"	PUNCT
fumecheng-309	79	20	.	.	PUNCT
fumecheng-309	80	1	based	base	VERB
fumecheng-309	80	2	on	on	ADP
fumecheng-309	80	3	“	"	PUNCT
fumecheng-309	80	4	input	input	NOUN
fumecheng-309	80	5	”	"	PUNCT
fumecheng-309	80	6	and	and	CCONJ
fumecheng-309	80	7	“	"	PUNCT
fumecheng-309	80	8	target	target	NOUN
fumecheng-309	80	9	”	"	PUNCT
fumecheng-309	80	10	data	datum	NOUN
fumecheng-309	80	11	,	,	PUNCT
fumecheng-309	80	12	the	the	DET
fumecheng-309	80	13	ann	ann	PROPN
fumecheng-309	80	14	searches	search	VERB
fumecheng-309	80	15	for	for	ADP
fumecheng-309	80	16	a	a	DET
fumecheng-309	80	17	linear	linear	ADJ
fumecheng-309	80	18	regression	regression	NOUN
fumecheng-309	80	19	function	function	NOUN
fumecheng-309	80	20	and	and	CCONJ
fumecheng-309	80	21	calculates	calculate	VERB
fumecheng-309	80	22	the	the	DET
fumecheng-309	80	23	“	"	PUNCT
fumecheng-309	80	24	output	output	NOUN
fumecheng-309	80	25	”	"	PUNCT
fumecheng-309	80	26	data	datum	NOUN
fumecheng-309	80	27	.	.	PUNCT
fumecheng-309	81	1	the	the	DET
fumecheng-309	81	2	network	network	NOUN
fumecheng-309	81	3	performance	performance	NOUN
fumecheng-309	81	4	is	be	AUX
fumecheng-309	81	5	measured	measure	VERB
fumecheng-309	81	6	via	via	ADP
fumecheng-309	81	7	“	"	PUNCT
fumecheng-309	81	8	correlation	correlation	NOUN
fumecheng-309	81	9	coefficient	coefficient	NOUN
fumecheng-309	81	10	r	r	NOUN
fumecheng-309	81	11	(	(	PUNCT
fumecheng-309	81	12	fig	fig	NOUN
fumecheng-309	81	13	.	.	PUNCT
fumecheng-309	82	1	4	4	NUM
fumecheng-309	82	2	)	)	PUNCT
fumecheng-309	82	3	”	"	PUNCT
fumecheng-309	82	4	.	.	PUNCT
fumecheng-309	83	1	a	a	DET
fumecheng-309	83	2	value	value	NOUN
fumecheng-309	83	3	r	r	NOUN
fumecheng-309	83	4	=	=	SYM
fumecheng-309	83	5	1	1	NUM
fumecheng-309	83	6	implies	imply	VERB
fumecheng-309	83	7	that	that	SCONJ
fumecheng-309	83	8	a	a	DET
fumecheng-309	83	9	linear	linear	ADJ
fumecheng-309	83	10	equation	equation	NOUN
fumecheng-309	83	11	describes	describe	VERB
fumecheng-309	83	12	a	a	DET
fumecheng-309	83	13	real	real	ADJ
fumecheng-309	83	14	time	time	NOUN
fumecheng-309	83	15	neural	neural	ADJ
fumecheng-309	83	16	network	network	NOUN
fumecheng-309	83	17	based	base	VERB
fumecheng-309	83	18	finite	finite	PROPN
fumecheng-309	83	19	element	element	NOUN
fumecheng-309	83	20	analysis	analysis	NOUN
fumecheng-309	83	21	of	of	ADP
fumecheng-309	83	22	shell	shell	ADJ
fumecheng-309	83	23	structure	structure	NOUN
fumecheng-309	83	24	153	153	NUM
fumecheng-309	83	25	the	the	DET
fumecheng-309	83	26	relationship	relationship	NOUN
fumecheng-309	83	27	between	between	ADP
fumecheng-309	83	28	“	"	PUNCT
fumecheng-309	83	29	target	target	NOUN
fumecheng-309	83	30	”	"	PUNCT
fumecheng-309	83	31	and	and	CCONJ
fumecheng-309	83	32	“	"	PUNCT
fumecheng-309	83	33	output	output	NOUN
fumecheng-309	83	34	”	"	PUNCT
fumecheng-309	83	35	perfectly	perfectly	ADV
fumecheng-309	83	36	,	,	PUNCT
fumecheng-309	83	37	with	with	ADP
fumecheng-309	83	38	all	all	DET
fumecheng-309	83	39	data	datum	NOUN
fumecheng-309	83	40	points	point	NOUN
fumecheng-309	83	41	lying	lie	VERB
fumecheng-309	83	42	on	on	ADP
fumecheng-309	83	43	the	the	DET
fumecheng-309	83	44	line	line	NOUN
fumecheng-309	83	45	for	for	ADP
fumecheng-309	83	46	which	which	DET
fumecheng-309	83	47	“	"	PUNCT
fumecheng-309	83	48	output	output	NOUN
fumecheng-309	83	49	”	"	PUNCT
fumecheng-309	83	50	increases	increase	NOUN
fumecheng-309	83	51	as	as	ADP
fumecheng-309	83	52	“	"	PUNCT
fumecheng-309	83	53	target	target	NOUN
fumecheng-309	83	54	”	"	PUNCT
fumecheng-309	83	55	increases	increase	NOUN
fumecheng-309	83	56	.	.	PUNCT
fumecheng-309	84	1	when	when	SCONJ
fumecheng-309	84	2	matrices	matrix	NOUN
fumecheng-309	84	3	are	be	AUX
fumecheng-309	84	4	imported	import	VERB
fumecheng-309	84	5	,	,	PUNCT
fumecheng-309	84	6	training	training	NOUN
fumecheng-309	84	7	,	,	PUNCT
fumecheng-309	84	8	validation	validation	NOUN
fumecheng-309	84	9	and	and	CCONJ
fumecheng-309	84	10	testing	testing	NOUN
fumecheng-309	84	11	sets	set	NOUN
fumecheng-309	84	12	are	be	AUX
fumecheng-309	84	13	randomly	randomly	ADV
fumecheng-309	84	14	generated	generate	VERB
fumecheng-309	84	15	from	from	ADP
fumecheng-309	84	16	the	the	DET
fumecheng-309	84	17	dataset	dataset	NOUN
fumecheng-309	84	18	.	.	PUNCT
fumecheng-309	85	1	the	the	DET
fumecheng-309	85	2	network	network	NOUN
fumecheng-309	85	3	is	be	AUX
fumecheng-309	85	4	trained	train	VERB
fumecheng-309	85	5	using	use	VERB
fumecheng-309	85	6	the	the	DET
fumecheng-309	85	7	training	training	NOUN
fumecheng-309	85	8	set	set	NOUN
fumecheng-309	85	9	(	(	PUNCT
fumecheng-309	85	10	comprising	comprise	VERB
fumecheng-309	85	11	156	156	NUM
fumecheng-309	85	12	of	of	ADP
fumecheng-309	85	13	224	224	NUM
fumecheng-309	85	14	samples	sample	NOUN
fumecheng-309	85	15	)	)	PUNCT
fumecheng-309	85	16	,	,	PUNCT
fumecheng-309	85	17	and	and	CCONJ
fumecheng-309	85	18	is	be	AUX
fumecheng-309	85	19	adjusted	adjust	VERB
fumecheng-309	85	20	according	accord	VERB
fumecheng-309	85	21	to	to	ADP
fumecheng-309	85	22	its	its	PRON
fumecheng-309	85	23	error	error	NOUN
fumecheng-309	85	24	.	.	PUNCT
fumecheng-309	86	1	to	to	PART
fumecheng-309	86	2	measure	measure	VERB
fumecheng-309	86	3	network	network	NOUN
fumecheng-309	86	4	generalization	generalization	NOUN
fumecheng-309	86	5	the	the	DET
fumecheng-309	86	6	validation	validation	NOUN
fumecheng-309	86	7	set	set	NOUN
fumecheng-309	86	8	(	(	PUNCT
fumecheng-309	86	9	34	34	NUM
fumecheng-309	86	10	samples	sample	NOUN
fumecheng-309	86	11	)	)	PUNCT
fumecheng-309	86	12	is	be	AUX
fumecheng-309	86	13	used	use	VERB
fumecheng-309	86	14	.	.	PUNCT
fumecheng-309	87	1	also	also	ADV
fumecheng-309	87	2	,	,	PUNCT
fumecheng-309	87	3	this	this	DET
fumecheng-309	87	4	set	set	NOUN
fumecheng-309	87	5	is	be	AUX
fumecheng-309	87	6	used	use	VERB
fumecheng-309	87	7	to	to	PART
fumecheng-309	87	8	halt	halt	VERB
fumecheng-309	87	9	training	training	NOUN
fumecheng-309	87	10	when	when	SCONJ
fumecheng-309	87	11	generalization	generalization	NOUN
fumecheng-309	87	12	stops	stop	VERB
fumecheng-309	87	13	improving	improve	VERB
fumecheng-309	87	14	.	.	PUNCT
fumecheng-309	88	1	finally	finally	ADV
fumecheng-309	88	2	,	,	PUNCT
fumecheng-309	88	3	the	the	DET
fumecheng-309	88	4	independent	independent	ADJ
fumecheng-309	88	5	test	test	NOUN
fumecheng-309	88	6	set	set	NOUN
fumecheng-309	88	7	(	(	PUNCT
fumecheng-309	88	8	34	34	NUM
fumecheng-309	88	9	samples	sample	NOUN
fumecheng-309	88	10	)	)	PUNCT
fumecheng-309	88	11	with	with	ADP
fumecheng-309	88	12	no	no	DET
fumecheng-309	88	13	influence	influence	NOUN
fumecheng-309	88	14	on	on	ADP
fumecheng-309	88	15	the	the	DET
fumecheng-309	88	16	training	training	NOUN
fumecheng-309	88	17	is	be	AUX
fumecheng-309	88	18	used	use	VERB
fumecheng-309	88	19	to	to	PART
fumecheng-309	88	20	measure	measure	VERB
fumecheng-309	88	21	network	network	NOUN
fumecheng-309	88	22	performance	performance	NOUN
fumecheng-309	88	23	.	.	PUNCT
fumecheng-309	89	1	this	this	PRON
fumecheng-309	89	2	can	can	AUX
fumecheng-309	89	3	be	be	AUX
fumecheng-309	89	4	observed	observe	VERB
fumecheng-309	89	5	in	in	ADP
fumecheng-309	89	6	fig	fig	NOUN
fumecheng-309	89	7	.	.	PUNCT
fumecheng-309	90	1	4	4	NUM
fumecheng-309	90	2	,	,	PUNCT
fumecheng-309	90	3	which	which	PRON
fumecheng-309	90	4	shows	show	VERB
fumecheng-309	90	5	the	the	DET
fumecheng-309	90	6	network	network	NOUN
fumecheng-309	90	7	performance	performance	NOUN
fumecheng-309	90	8	for	for	ADP
fumecheng-309	90	9	the	the	DET
fumecheng-309	90	10	training	training	NOUN
fumecheng-309	90	11	,	,	PUNCT
fumecheng-309	90	12	validation	validation	NOUN
fumecheng-309	90	13	and	and	CCONJ
fumecheng-309	90	14	test	test	NOUN
fumecheng-309	90	15	set	set	VERB
fumecheng-309	90	16	.	.	PUNCT
fumecheng-309	91	1	also	also	ADV
fumecheng-309	91	2	,	,	PUNCT
fumecheng-309	91	3	in	in	ADP
fumecheng-309	91	4	fig	fig	NOUN
fumecheng-309	91	5	.	.	PUNCT
fumecheng-309	92	1	4	4	NUM
fumecheng-309	92	2	it	it	PRON
fumecheng-309	92	3	can	can	AUX
fumecheng-309	92	4	be	be	AUX
fumecheng-309	92	5	observed	observe	VERB
fumecheng-309	92	6	that	that	SCONJ
fumecheng-309	92	7	the	the	DET
fumecheng-309	92	8	total	total	ADJ
fumecheng-309	92	9	network	network	NOUN
fumecheng-309	92	10	performance	performance	NOUN
fumecheng-309	92	11	is	be	AUX
fumecheng-309	92	12	0.99999	0.99999	NOUN
fumecheng-309	92	13	,	,	PUNCT
fumecheng-309	92	14	which	which	PRON
fumecheng-309	92	15	is	be	AUX
fumecheng-309	92	16	recognized	recognize	VERB
fumecheng-309	92	17	as	as	ADP
fumecheng-309	92	18	a	a	DET
fumecheng-309	92	19	fairly	fairly	ADV
fumecheng-309	92	20	satisfying	satisfying	ADJ
fumecheng-309	92	21	result	result	NOUN
fumecheng-309	92	22	.	.	PUNCT
fumecheng-309	93	1	fig	fig	NOUN
fumecheng-309	93	2	.	.	PUNCT
fumecheng-309	94	1	3	3	NUM
fumecheng-309	94	2	artificial	artificial	ADJ
fumecheng-309	94	3	neural	neural	ADJ
fumecheng-309	94	4	network	network	NOUN
fumecheng-309	94	5	with	with	ADP
fumecheng-309	94	6	2	2	NUM
fumecheng-309	94	7	input	input	NOUN
fumecheng-309	94	8	variables	variable	NOUN
fumecheng-309	94	9	,	,	PUNCT
fumecheng-309	94	10	1	1	NUM
fumecheng-309	94	11	hidden	hide	VERB
fumecheng-309	94	12	layer	layer	NOUN
fumecheng-309	94	13	with	with	ADP
fumecheng-309	94	14	10	10	NUM
fumecheng-309	94	15	neurons	neuron	NOUN
fumecheng-309	94	16	,	,	PUNCT
fumecheng-309	94	17	and	and	CCONJ
fumecheng-309	94	18	3	3	NUM
fumecheng-309	94	19	output	output	NOUN
fumecheng-309	94	20	variables	variable	NOUN
fumecheng-309	94	21	fig	fig	NOUN
fumecheng-309	94	22	.	.	PUNCT
fumecheng-309	95	1	4	4	NUM
fumecheng-309	95	2	results	result	NOUN
fumecheng-309	95	3	of	of	ADP
fumecheng-309	95	4	network	network	NOUN
fumecheng-309	95	5	performance	performance	NOUN
fumecheng-309	95	6	for	for	ADP
fumecheng-309	95	7	training	training	NOUN
fumecheng-309	95	8	,	,	PUNCT
fumecheng-309	95	9	validation	validation	NOUN
fumecheng-309	95	10	and	and	CCONJ
fumecheng-309	95	11	test	test	NOUN
fumecheng-309	95	12	set	set	VERB
fumecheng-309	95	13	154	154	NUM
fumecheng-309	95	14	ž	ž	X
fumecheng-309	95	15	.	.	PUNCT
fumecheng-309	96	1	ćojbašić	ćojbašić	PROPN
fumecheng-309	96	2	,	,	PUNCT
fumecheng-309	96	3	v.	v.	ADP
fumecheng-309	96	4	nikolić	nikolić	PROPN
fumecheng-309	96	5	,	,	PUNCT
fumecheng-309	96	6	e.	e.	PROPN
fumecheng-309	96	7	petrović	petrović	PROPN
fumecheng-309	96	8	,	,	PUNCT
fumecheng-309	96	9	v.	v.	ADP
fumecheng-309	96	10	pavlović	pavlović	NOUN
fumecheng-309	96	11	,	,	PUNCT
fumecheng-309	96	12	m.	m.	NOUN
fumecheng-309	96	13	tomić	tomić	PROPN
fumecheng-309	96	14	,	,	PUNCT
fumecheng-309	96	15	i.	i.	NOUN
fumecheng-309	96	16	pavlović	pavlović	NOUN
fumecheng-309	96	17	,	,	PUNCT
fumecheng-309	96	18	i.	i.	PROPN
fumecheng-309	96	19	ćirić	ćirić	PROPN
fumecheng-309	96	20	5	5	NUM
fumecheng-309	96	21	.	.	PUNCT
fumecheng-309	97	1	conclusion	conclusion	NOUN
fumecheng-309	97	2	the	the	DET
fumecheng-309	97	3	paper	paper	NOUN
fumecheng-309	97	4	takes	take	VERB
fumecheng-309	97	5	into	into	ADP
fumecheng-309	97	6	consideration	consideration	NOUN
fumecheng-309	97	7	the	the	DET
fumecheng-309	97	8	artificial	artificial	ADJ
fumecheng-309	97	9	neural	neural	ADJ
fumecheng-309	97	10	network	network	NOUN
fumecheng-309	97	11	implementation	implementation	NOUN
fumecheng-309	97	12	in	in	ADP
fumecheng-309	97	13	the	the	DET
fumecheng-309	97	14	analysis	analysis	NOUN
fumecheng-309	97	15	of	of	ADP
fumecheng-309	97	16	a	a	DET
fumecheng-309	97	17	cylindrical	cylindrical	ADJ
fumecheng-309	97	18	arch	arch	ADJ
fumecheng-309	97	19	shell	shell	NOUN
fumecheng-309	97	20	structure	structure	NOUN
fumecheng-309	97	21	,	,	PUNCT
fumecheng-309	97	22	that	that	PRON
fumecheng-309	97	23	is	be	AUX
fumecheng-309	97	24	initially	initially	ADV
fumecheng-309	97	25	modeled	model	VERB
fumecheng-309	97	26	in	in	ADP
fumecheng-309	97	27	the	the	DET
fumecheng-309	97	28	abaqus	abaqus	PROPN
fumecheng-309	97	29	software	software	NOUN
fumecheng-309	97	30	.	.	PUNCT
fumecheng-309	98	1	the	the	DET
fumecheng-309	98	2	obtained	obtain	VERB
fumecheng-309	98	3	results	result	NOUN
fumecheng-309	98	4	from	from	ADP
fumecheng-309	98	5	the	the	DET
fumecheng-309	98	6	abaqus	abaqus	NOUN
fumecheng-309	98	7	are	be	AUX
fumecheng-309	98	8	used	use	VERB
fumecheng-309	98	9	for	for	ADP
fumecheng-309	98	10	training	train	VERB
fumecheng-309	98	11	the	the	DET
fumecheng-309	98	12	artificial	artificial	ADJ
fumecheng-309	98	13	neural	neural	ADJ
fumecheng-309	98	14	network	network	NOUN
fumecheng-309	98	15	,	,	PUNCT
fumecheng-309	98	16	which	which	PRON
fumecheng-309	98	17	is	be	AUX
fumecheng-309	98	18	supposed	suppose	VERB
fumecheng-309	98	19	to	to	PART
fumecheng-309	98	20	enable	enable	VERB
fumecheng-309	98	21	real	real	ADJ
fumecheng-309	98	22	-	-	PUNCT
fumecheng-309	98	23	time	time	NOUN
fumecheng-309	98	24	simulation	simulation	NOUN
fumecheng-309	98	25	of	of	ADP
fumecheng-309	98	26	the	the	DET
fumecheng-309	98	27	shell	shell	NOUN
fumecheng-309	98	28	structure	structure	NOUN
fumecheng-309	98	29	.	.	PUNCT
fumecheng-309	99	1	this	this	DET
fumecheng-309	99	2	property	property	NOUN
fumecheng-309	99	3	is	be	AUX
fumecheng-309	99	4	based	base	VERB
fumecheng-309	99	5	on	on	ADP
fumecheng-309	99	6	massive	massive	ADJ
fumecheng-309	99	7	parallelism	parallelism	NOUN
fumecheng-309	99	8	in	in	ADP
fumecheng-309	99	9	neural	neural	ADJ
fumecheng-309	99	10	networks	network	NOUN
fumecheng-309	99	11	which	which	PRON
fumecheng-309	99	12	provides	provide	VERB
fumecheng-309	99	13	for	for	ADP
fumecheng-309	99	14	an	an	DET
fumecheng-309	99	15	extremely	extremely	ADV
fumecheng-309	99	16	efficient	efficient	ADJ
fumecheng-309	99	17	computational	computational	ADJ
fumecheng-309	99	18	speed	speed	NOUN
fumecheng-309	99	19	by	by	ADP
fumecheng-309	99	20	means	mean	NOUN
fumecheng-309	99	21	of	of	ADP
fumecheng-309	99	22	suitable	suitable	ADJ
fumecheng-309	99	23	hardware	hardware	NOUN
fumecheng-309	99	24	and	and	CCONJ
fumecheng-309	99	25	software	software	NOUN
fumecheng-309	99	26	implementation	implementation	NOUN
fumecheng-309	100	1	[	[	X
fumecheng-309	100	2	12	12	NUM
fumecheng-309	100	3	]	]	PUNCT
fumecheng-309	100	4	.	.	PUNCT
fumecheng-309	101	1	in	in	ADP
fumecheng-309	101	2	this	this	DET
fumecheng-309	101	3	paper	paper	NOUN
fumecheng-309	101	4	it	it	PRON
fumecheng-309	101	5	is	be	AUX
fumecheng-309	101	6	proposed	propose	VERB
fumecheng-309	101	7	that	that	SCONJ
fumecheng-309	101	8	the	the	DET
fumecheng-309	101	9	need	need	NOUN
fumecheng-309	101	10	for	for	ADP
fumecheng-309	101	11	a	a	DET
fumecheng-309	101	12	fast	fast	ADJ
fumecheng-309	101	13	system	system	NOUN
fumecheng-309	101	14	that	that	PRON
fumecheng-309	101	15	simulates	simulate	VERB
fumecheng-309	101	16	real	real	ADJ
fumecheng-309	101	17	-	-	PUNCT
fumecheng-309	101	18	time	time	NOUN
fumecheng-309	101	19	behavior	behavior	NOUN
fumecheng-309	101	20	of	of	ADP
fumecheng-309	101	21	shell	shell	ADJ
fumecheng-309	101	22	structures	structure	NOUN
fumecheng-309	101	23	can	can	AUX
fumecheng-309	101	24	be	be	AUX
fumecheng-309	101	25	satisfied	satisfy	VERB
fumecheng-309	101	26	by	by	ADP
fumecheng-309	101	27	using	use	VERB
fumecheng-309	101	28	a	a	DET
fumecheng-309	101	29	neural	neural	ADJ
fumecheng-309	101	30	network	network	NOUN
fumecheng-309	101	31	which	which	PRON
fumecheng-309	101	32	is	be	AUX
fumecheng-309	101	33	trained	train	VERB
fumecheng-309	101	34	by	by	ADP
fumecheng-309	101	35	using	use	VERB
fumecheng-309	101	36	the	the	DET
fumecheng-309	101	37	raw	raw	ADJ
fumecheng-309	101	38	experimental	experimental	ADJ
fumecheng-309	101	39	data	datum	NOUN
fumecheng-309	101	40	obtained	obtain	VERB
fumecheng-309	101	41	by	by	ADP
fumecheng-309	101	42	the	the	DET
fumecheng-309	101	43	finite	finite	PROPN
fumecheng-309	101	44	element	element	NOUN
fumecheng-309	101	45	method	method	NOUN
fumecheng-309	101	46	,	,	PUNCT
fumecheng-309	101	47	representing	represent	VERB
fumecheng-309	101	48	the	the	DET
fumecheng-309	101	49	displacements	displacement	NOUN
fumecheng-309	101	50	of	of	ADP
fumecheng-309	101	51	the	the	DET
fumecheng-309	101	52	structure	structure	NOUN
fumecheng-309	101	53	to	to	ADP
fumecheng-309	101	54	the	the	DET
fumecheng-309	101	55	various	various	ADJ
fumecheng-309	101	56	applied	applied	ADJ
fumecheng-309	101	57	loads	load	NOUN
fumecheng-309	101	58	.	.	PUNCT
fumecheng-309	102	1	in	in	ADP
fumecheng-309	102	2	the	the	DET
fumecheng-309	102	3	second	second	ADJ
fumecheng-309	102	4	application	application	NOUN
fumecheng-309	102	5	phase	phase	NOUN
fumecheng-309	102	6	,	,	PUNCT
fumecheng-309	102	7	the	the	DET
fumecheng-309	102	8	trained	train	VERB
fumecheng-309	102	9	neural	neural	ADJ
fumecheng-309	102	10	network	network	NOUN
fumecheng-309	102	11	is	be	AUX
fumecheng-309	102	12	capable	capable	ADJ
fumecheng-309	102	13	of	of	ADP
fumecheng-309	102	14	fast	fast	ADJ
fumecheng-309	102	15	real	real	ADJ
fumecheng-309	102	16	-	-	PUNCT
fumecheng-309	102	17	time	time	NOUN
fumecheng-309	102	18	approximation	approximation	NOUN
fumecheng-309	102	19	of	of	ADP
fumecheng-309	102	20	shell	shell	ADJ
fumecheng-309	102	21	displacements	displacement	NOUN
fumecheng-309	102	22	for	for	ADP
fumecheng-309	102	23	the	the	DET
fumecheng-309	102	24	range	range	NOUN
fumecheng-309	102	25	of	of	ADP
fumecheng-309	102	26	loads	load	NOUN
fumecheng-309	102	27	it	it	PRON
fumecheng-309	102	28	is	be	AUX
fumecheng-309	102	29	trained	train	VERB
fumecheng-309	102	30	for	for	ADP
fumecheng-309	102	31	.	.	PUNCT
fumecheng-309	103	1	the	the	DET
fumecheng-309	103	2	differences	difference	NOUN
fumecheng-309	103	3	between	between	ADP
fumecheng-309	103	4	the	the	DET
fumecheng-309	103	5	simulated	simulated	ADJ
fumecheng-309	103	6	values	value	NOUN
fumecheng-309	103	7	obtained	obtain	VERB
fumecheng-309	103	8	from	from	ADP
fumecheng-309	103	9	the	the	DET
fumecheng-309	103	10	fem	fem	NOUN
fumecheng-309	103	11	analysis	analysis	NOUN
fumecheng-309	103	12	and	and	CCONJ
fumecheng-309	103	13	the	the	DET
fumecheng-309	103	14	predicted	predict	VERB
fumecheng-309	103	15	values	value	NOUN
fumecheng-309	103	16	from	from	ADP
fumecheng-309	103	17	the	the	DET
fumecheng-309	103	18	ann	ann	PROPN
fumecheng-309	103	19	(	(	PUNCT
fumecheng-309	103	20	value	value	NOUN
fumecheng-309	103	21	obtained	obtain	VERB
fumecheng-309	103	22	by	by	ADP
fumecheng-309	103	23	fem	fem	NOUN
fumecheng-309	103	24	/	/	SYM
fumecheng-309	103	25	value	value	NOUN
fumecheng-309	103	26	obtained	obtain	VERB
fumecheng-309	103	27	by	by	ADP
fumecheng-309	103	28	ann	ann	PROPN
fumecheng-309	103	29	×	×	PROPN
fumecheng-309	103	30	100	100	NUM
fumecheng-309	103	31	%	%	NOUN
fumecheng-309	103	32	)	)	PUNCT
fumecheng-309	103	33	are	be	AUX
fumecheng-309	103	34	within	within	ADP
fumecheng-309	103	35	the	the	DET
fumecheng-309	103	36	range	range	NOUN
fumecheng-309	103	37	of	of	ADP
fumecheng-309	103	38	0.0001	0.0001	NUM
fumecheng-309	103	39	%	%	NOUN
fumecheng-309	103	40	,	,	PUNCT
fumecheng-309	103	41	which	which	PRON
fumecheng-309	103	42	shows	show	VERB
fumecheng-309	103	43	good	good	ADJ
fumecheng-309	103	44	agreement	agreement	NOUN
fumecheng-309	103	45	which	which	PRON
fumecheng-309	103	46	is	be	AUX
fumecheng-309	103	47	obtained	obtain	VERB
fumecheng-309	103	48	with	with	ADP
fumecheng-309	103	49	a	a	DET
fumecheng-309	103	50	relatively	relatively	ADV
fumecheng-309	103	51	modest	modest	ADJ
fumecheng-309	103	52	network	network	NOUN
fumecheng-309	103	53	structure	structure	NOUN
fumecheng-309	103	54	and	and	CCONJ
fumecheng-309	103	55	,	,	PUNCT
fumecheng-309	103	56	thus	thus	ADV
fumecheng-309	103	57	,	,	PUNCT
fumecheng-309	103	58	with	with	ADP
fumecheng-309	103	59	a	a	DET
fumecheng-309	103	60	modest	modest	ADJ
fumecheng-309	103	61	training	training	NOUN
fumecheng-309	103	62	effort	effort	NOUN
fumecheng-309	103	63	and	and	CCONJ
fumecheng-309	103	64	moderate	moderate	ADJ
fumecheng-309	103	65	dataset	dataset	NOUN
fumecheng-309	103	66	.	.	PUNCT
fumecheng-309	104	1	further	further	ADJ
fumecheng-309	104	2	research	research	NOUN
fumecheng-309	104	3	aims	aim	VERB
fumecheng-309	104	4	at	at	ADP
fumecheng-309	104	5	providing	provide	VERB
fumecheng-309	104	6	an	an	DET
fumecheng-309	104	7	analysis	analysis	NOUN
fumecheng-309	104	8	of	of	ADP
fumecheng-309	104	9	piezoelectric	piezoelectric	ADJ
fumecheng-309	104	10	active	active	ADJ
fumecheng-309	104	11	structures	structure	NOUN
fumecheng-309	104	12	.	.	PUNCT
fumecheng-309	105	1	in	in	ADP
fumecheng-309	105	2	the	the	DET
fumecheng-309	105	3	future	future	NOUN
fumecheng-309	105	4	,	,	PUNCT
fumecheng-309	105	5	active	active	ADJ
fumecheng-309	105	6	/	/	SYM
fumecheng-309	105	7	adaptive	adaptive	ADJ
fumecheng-309	105	8	structures	structure	NOUN
fumecheng-309	105	9	are	be	AUX
fumecheng-309	105	10	expected	expect	VERB
fumecheng-309	105	11	to	to	PART
fumecheng-309	105	12	become	become	VERB
fumecheng-309	105	13	more	more	ADJ
fumecheng-309	105	14	of	of	ADP
fumecheng-309	105	15	a	a	DET
fumecheng-309	105	16	standard	standard	ADJ
fumecheng-309	105	17	solution	solution	NOUN
fumecheng-309	105	18	in	in	ADP
fumecheng-309	105	19	many	many	ADJ
fumecheng-309	105	20	areas	area	NOUN
fumecheng-309	105	21	of	of	ADP
fumecheng-309	105	22	application	application	NOUN
fumecheng-309	105	23	.	.	PUNCT
fumecheng-309	106	1	this	this	PRON
fumecheng-309	106	2	requires	require	VERB
fumecheng-309	106	3	reliable	reliable	ADJ
fumecheng-309	106	4	and	and	CCONJ
fumecheng-309	106	5	efficient	efficient	ADJ
fumecheng-309	106	6	modeling	modeling	NOUN
fumecheng-309	106	7	tools	tool	NOUN
fumecheng-309	106	8	[	[	X
fumecheng-309	106	9	1	1	NUM
fumecheng-309	106	10	]	]	PUNCT
fumecheng-309	106	11	,	,	PUNCT
fumecheng-309	106	12	which	which	PRON
fumecheng-309	106	13	makes	make	VERB
fumecheng-309	106	14	the	the	DET
fumecheng-309	106	15	prospective	prospective	ADJ
fumecheng-309	106	16	of	of	ADP
fumecheng-309	106	17	combining	combine	VERB
fumecheng-309	106	18	the	the	DET
fumecheng-309	106	19	fem	fem	NOUN
fumecheng-309	106	20	modeling	modeling	NOUN
fumecheng-309	106	21	of	of	ADP
fumecheng-309	106	22	piezoelectric	piezoelectric	ADJ
fumecheng-309	106	23	active	active	ADJ
fumecheng-309	106	24	structures	structure	NOUN
fumecheng-309	106	25	with	with	ADP
fumecheng-309	106	26	artificial	artificial	ADJ
fumecheng-309	106	27	neural	neural	ADJ
fumecheng-309	106	28	networks	network	NOUN
fumecheng-309	106	29	implementation	implementation	VERB
fumecheng-309	106	30	potentially	potentially	ADV
fumecheng-309	106	31	interesting	interesting	ADJ
fumecheng-309	106	32	.	.	PUNCT
fumecheng-309	107	1	also	also	ADV
fumecheng-309	107	2	,	,	PUNCT
fumecheng-309	107	3	an	an	DET
fumecheng-309	107	4	interesting	interesting	ADJ
fumecheng-309	107	5	future	future	ADJ
fumecheng-309	107	6	research	research	NOUN
fumecheng-309	107	7	direction	direction	NOUN
fumecheng-309	107	8	could	could	AUX
fumecheng-309	107	9	lead	lead	VERB
fumecheng-309	107	10	to	to	ADP
fumecheng-309	107	11	the	the	DET
fumecheng-309	107	12	creation	creation	NOUN
fumecheng-309	107	13	of	of	ADP
fumecheng-309	107	14	a	a	DET
fumecheng-309	107	15	real	real	ADJ
fumecheng-309	107	16	time	time	NOUN
fumecheng-309	107	17	neural	neural	ADJ
fumecheng-309	107	18	network	network	NOUN
fumecheng-309	107	19	based	base	VERB
fumecheng-309	107	20	finite	finite	PROPN
fumecheng-309	107	21	element	element	NOUN
fumecheng-309	107	22	analysis	analysis	NOUN
fumecheng-309	107	23	of	of	ADP
fumecheng-309	107	24	shell	shell	ADJ
fumecheng-309	107	25	structure	structure	NOUN
fumecheng-309	107	26	that	that	PRON
fumecheng-309	107	27	provides	provide	VERB
fumecheng-309	107	28	for	for	ADP
fumecheng-309	107	29	the	the	DET
fumecheng-309	107	30	results	result	NOUN
fumecheng-309	107	31	in	in	ADP
fumecheng-309	107	32	a	a	DET
fumecheng-309	107	33	much	much	ADV
fumecheng-309	107	34	larger	large	ADJ
fumecheng-309	107	35	number	number	NOUN
fumecheng-309	107	36	of	of	ADP
fumecheng-309	107	37	points	point	NOUN
fumecheng-309	107	38	and	and	CCONJ
fumecheng-309	107	39	,	,	PUNCT
fumecheng-309	107	40	possibly	possibly	ADV
fumecheng-309	107	41	,	,	PUNCT
fumecheng-309	107	42	in	in	ADP
fumecheng-309	107	43	every	every	DET
fumecheng-309	107	44	node	node	NOUN
fumecheng-309	107	45	of	of	ADP
fumecheng-309	107	46	the	the	DET
fumecheng-309	107	47	mesh	mesh	NOUN
fumecheng-309	107	48	.	.	PUNCT
fumecheng-309	108	1	in	in	ADP
fumecheng-309	108	2	the	the	DET
fumecheng-309	108	3	latter	latter	ADJ
fumecheng-309	108	4	case	case	NOUN
fumecheng-309	108	5	,	,	PUNCT
fumecheng-309	108	6	network	network	NOUN
fumecheng-309	108	7	parallelism	parallelism	NOUN
fumecheng-309	108	8	could	could	AUX
fumecheng-309	108	9	provide	provide	VERB
fumecheng-309	108	10	for	for	ADP
fumecheng-309	108	11	an	an	DET
fumecheng-309	108	12	extremely	extremely	ADV
fumecheng-309	108	13	efficient	efficient	ADJ
fumecheng-309	108	14	computation	computation	NOUN
fumecheng-309	108	15	regardless	regardless	ADV
fumecheng-309	108	16	of	of	ADP
fumecheng-309	108	17	the	the	DET
fumecheng-309	108	18	possibly	possibly	ADV
fumecheng-309	108	19	large	large	ADJ
fumecheng-309	108	20	fem	fem	NOUN
fumecheng-309	108	21	models	model	NOUN
fumecheng-309	108	22	.	.	PUNCT
fumecheng-309	109	1	acknowledgements	acknowledgement	NOUN
fumecheng-309	109	2	.	.	PUNCT
fumecheng-309	110	1	the	the	DET
fumecheng-309	110	2	paper	paper	NOUN
fumecheng-309	110	3	is	be	AUX
fumecheng-309	110	4	part	part	NOUN
fumecheng-309	110	5	of	of	ADP
fumecheng-309	110	6	the	the	DET
fumecheng-309	110	7	research	research	NOUN
fumecheng-309	110	8	performed	perform	VERB
fumecheng-309	110	9	within	within	ADP
fumecheng-309	110	10	the	the	DET
fumecheng-309	110	11	bilateral	bilateral	ADJ
fumecheng-309	110	12	germanserbian	germanserbian	ADJ
fumecheng-309	110	13	project	project	NOUN
fumecheng-309	110	14	“	"	PUNCT
fumecheng-309	110	15	icoss	icoss	X
fumecheng-309	110	16	intelligent	intelligent	ADJ
fumecheng-309	110	17	control	control	NOUN
fumecheng-309	110	18	of	of	ADP
fumecheng-309	110	19	smart	smart	ADJ
fumecheng-309	110	20	structures	structure	NOUN
fumecheng-309	110	21	”	"	PUNCT
fumecheng-309	110	22	.	.	PUNCT
fumecheng-309	111	1	references	reference	NOUN
fumecheng-309	111	2	1	1	NUM
fumecheng-309	111	3	.	.	PUNCT
fumecheng-309	111	4	marinković	marinković	ADJ
fumecheng-309	111	5	,	,	PUNCT
fumecheng-309	111	6	d.	d.	PROPN
fumecheng-309	111	7	,	,	PUNCT
fumecheng-309	111	8	marinković	marinković	PROPN
fumecheng-309	111	9	,	,	PUNCT
fumecheng-309	111	10	z.	z.	PROPN
fumecheng-309	111	11	,	,	PUNCT
fumecheng-309	111	12	2012	2012	NUM
fumecheng-309	111	13	,	,	PUNCT
fumecheng-309	111	14	on	on	ADP
fumecheng-309	111	15	fem	fem	NOUN
fumecheng-309	111	16	modeling	modeling	NOUN
fumecheng-309	111	17	of	of	ADP
fumecheng-309	111	18	piezoelectric	piezoelectric	ADJ
fumecheng-309	111	19	actuators	actuator	NOUN
fumecheng-309	111	20	and	and	CCONJ
fumecheng-309	111	21	sensors	sensor	NOUN
fumecheng-309	111	22	for	for	ADP
fumecheng-309	111	23	thinwalled	thinwalled	ADJ
fumecheng-309	111	24	structures	structure	NOUN
fumecheng-309	111	25	,	,	PUNCT
fumecheng-309	111	26	smart	smart	ADJ
fumecheng-309	111	27	structures	structure	NOUN
fumecheng-309	111	28	and	and	CCONJ
fumecheng-309	111	29	systems	system	NOUN
fumecheng-309	111	30	,	,	PUNCT
fumecheng-309	111	31	9(5	9(5	NUM
fumecheng-309	111	32	)	)	PUNCT
fumecheng-309	111	33	,	,	PUNCT
fumecheng-309	111	34	pp	pp	ADP
fumecheng-309	111	35	.	.	PUNCT
fumecheng-309	112	1	411	411	NUM
fumecheng-309	112	2	-	-	SYM
fumecheng-309	112	3	426	426	NUM
fumecheng-309	112	4	.	.	NOUN
fumecheng-309	113	1	2	2	NUM
fumecheng-309	113	2	.	.	X
fumecheng-309	113	3	noor	noor	PROPN
fumecheng-309	113	4	,	,	PUNCT
fumecheng-309	113	5	a.k	a.k	PROPN
fumecheng-309	113	6	.	.	PROPN
fumecheng-309	113	7	belytschko	belytschko	PROPN
fumecheng-309	113	8	,	,	PUNCT
fumecheng-309	113	9	t.	t.	PROPN
fumecheng-309	113	10	,	,	PUNCT
fumecheng-309	113	11	simo	simo	PROPN
fumecheng-309	113	12	,	,	PUNCT
fumecheng-309	113	13	j.c	j.c	PROPN
fumecheng-309	113	14	.	.	PROPN
fumecheng-309	113	15	,	,	PUNCT
fumecheng-309	113	16	1989	1989	NUM
fumecheng-309	113	17	,	,	PUNCT
fumecheng-309	113	18	analytical	analytical	ADJ
fumecheng-309	113	19	and	and	CCONJ
fumecheng-309	113	20	computational	computational	ADJ
fumecheng-309	113	21	models	model	NOUN
fumecheng-309	113	22	of	of	ADP
fumecheng-309	113	23	shells	shell	NOUN
fumecheng-309	113	24	,	,	PUNCT
fumecheng-309	113	25	the	the	DET
fumecheng-309	113	26	american	american	ADJ
fumecheng-309	113	27	society	society	NOUN
fumecheng-309	113	28	of	of	ADP
fumecheng-309	113	29	mechanical	mechanical	ADJ
fumecheng-309	113	30	engineers	engineer	NOUN
fumecheng-309	113	31	,	,	PUNCT
fumecheng-309	113	32	new	new	PROPN
fumecheng-309	113	33	york	york	PROPN
fumecheng-309	113	34	.	.	PUNCT
fumecheng-309	114	1	3	3	X
fumecheng-309	114	2	.	.	X
fumecheng-309	114	3	bucalem	bucalem	NOUN
fumecheng-309	114	4	,	,	PUNCT
fumecheng-309	114	5	m.l	m.l	PROPN
fumecheng-309	114	6	.	.	PROPN
fumecheng-309	114	7	,	,	PUNCT
fumecheng-309	114	8	bathe	bathe	VERB
fumecheng-309	114	9	,	,	PUNCT
fumecheng-309	114	10	k.j	k.j	PROPN
fumecheng-309	114	11	.	.	PROPN
fumecheng-309	114	12	,	,	PUNCT
fumecheng-309	114	13	1997	1997	NUM
fumecheng-309	114	14	,	,	PUNCT
fumecheng-309	114	15	finite	finite	NOUN
fumecheng-309	114	16	element	element	NOUN
fumecheng-309	114	17	analysis	analysis	NOUN
fumecheng-309	114	18	of	of	ADP
fumecheng-309	114	19	shell	shell	ADJ
fumecheng-309	114	20	structures	structure	NOUN
fumecheng-309	114	21	,	,	PUNCT
fumecheng-309	114	22	archives	archive	NOUN
fumecheng-309	114	23	of	of	ADP
fumecheng-309	114	24	computational	computational	ADJ
fumecheng-309	114	25	methods	method	NOUN
fumecheng-309	114	26	in	in	ADP
fumecheng-309	114	27	engineering	engineering	NOUN
fumecheng-309	114	28	,	,	PUNCT
fumecheng-309	114	29	4(1	4(1	NOUN
fumecheng-309	114	30	)	)	PUNCT
fumecheng-309	114	31	,	,	PUNCT
fumecheng-309	114	32	pp	pp	ADJ
fumecheng-309	114	33	.	.	PUNCT
fumecheng-309	115	1	3	3	NUM
fumecheng-309	115	2	-	-	SYM
fumecheng-309	115	3	61	61	NUM
fumecheng-309	115	4	.	.	NOUN
fumecheng-309	115	5	4	4	X
fumecheng-309	115	6	.	.	X
fumecheng-309	115	7	javadi	javadi	PROPN
fumecheng-309	115	8	,	,	PUNCT
fumecheng-309	115	9	a.a	a.a	PROPN
fumecheng-309	115	10	.	.	PROPN
fumecheng-309	115	11	,	,	PUNCT
fumecheng-309	115	12	tan	tan	PROPN
fumecheng-309	115	13	,	,	PUNCT
fumecheng-309	115	14	t.p	t.p	PROPN
fumecheng-309	115	15	.	.	PROPN
fumecheng-309	115	16	,	,	PUNCT
fumecheng-309	115	17	zhang	zhang	PROPN
fumecheng-309	115	18	,	,	PUNCT
fumecheng-309	115	19	m.	m.	NOUN
fumecheng-309	115	20	,	,	PUNCT
fumecheng-309	115	21	2003	2003	NUM
fumecheng-309	115	22	,	,	PUNCT
fumecheng-309	115	23	neural	neural	ADJ
fumecheng-309	115	24	network	network	NOUN
fumecheng-309	115	25	for	for	ADP
fumecheng-309	115	26	constitutive	constitutive	ADJ
fumecheng-309	115	27	modeling	modeling	NOUN
fumecheng-309	115	28	in	in	ADP
fumecheng-309	115	29	finite	finite	ADJ
fumecheng-309	115	30	element	element	NOUN
fumecheng-309	115	31	analysis	analysis	NOUN
fumecheng-309	115	32	,	,	PUNCT
fumecheng-309	115	33	computer	computer	NOUN
fumecheng-309	115	34	assisted	assist	VERB
fumecheng-309	115	35	mechanics	mechanic	NOUN
fumecheng-309	115	36	and	and	CCONJ
fumecheng-309	115	37	engineering	engineering	NOUN
fumecheng-309	115	38	sciences	science	NOUN
fumecheng-309	115	39	,	,	PUNCT
fumecheng-309	115	40	10	10	NUM
fumecheng-309	115	41	,	,	PUNCT
fumecheng-309	115	42	pp	pp	ADJ
fumecheng-309	115	43	.	.	PUNCT
fumecheng-309	116	1	523	523	NUM
fumecheng-309	116	2	-	-	SYM
fumecheng-309	116	3	529	529	NUM
fumecheng-309	116	4	.	.	PUNCT
fumecheng-309	117	1	5	5	NUM
fumecheng-309	117	2	.	.	X
fumecheng-309	117	3	lefik	lefik	NOUN
fumecheng-309	117	4	,	,	PUNCT
fumecheng-309	117	5	m.	m.	NOUN
fumecheng-309	117	6	,	,	PUNCT
fumecheng-309	117	7	2004	2004	NUM
fumecheng-309	117	8	,	,	PUNCT
fumecheng-309	117	9	hybrid	hybrid	NOUN
fumecheng-309	117	10	,	,	PUNCT
fumecheng-309	117	11	finite	finite	ADJ
fumecheng-309	117	12	element	element	ADJ
fumecheng-309	117	13	-	-	PUNCT
fumecheng-309	117	14	artificial	artificial	ADJ
fumecheng-309	117	15	neural	neural	ADJ
fumecheng-309	117	16	network	network	NOUN
fumecheng-309	117	17	model	model	NOUN
fumecheng-309	117	18	for	for	ADP
fumecheng-309	117	19	composite	composite	ADJ
fumecheng-309	117	20	materials	material	NOUN
fumecheng-309	117	21	,	,	PUNCT
fumecheng-309	117	22	journal	journal	NOUN
fumecheng-309	117	23	of	of	ADP
fumecheng-309	117	24	theoretical	theoretical	ADJ
fumecheng-309	117	25	and	and	CCONJ
fumecheng-309	117	26	applied	applied	ADJ
fumecheng-309	117	27	mechanics	mechanic	NOUN
fumecheng-309	117	28	,	,	PUNCT
fumecheng-309	117	29	42(3	42(3	NUM
fumecheng-309	117	30	)	)	PUNCT
fumecheng-309	117	31	,	,	PUNCT
fumecheng-309	117	32	pp	pp	ADP
fumecheng-309	117	33	.	.	PUNCT
fumecheng-309	118	1	539	539	NUM
fumecheng-309	118	2	-	-	SYM
fumecheng-309	118	3	563	563	NUM
fumecheng-309	118	4	.	.	NOUN
fumecheng-309	118	5	6	6	NUM
fumecheng-309	118	6	.	.	X
fumecheng-309	118	7	sharma	sharma	PROPN
fumecheng-309	118	8	,	,	PUNCT
fumecheng-309	118	9	k.	k.	PROPN
fumecheng-309	118	10	,	,	PUNCT
fumecheng-309	118	11	bhasin	bhasin	PROPN
fumecheng-309	118	12	,	,	PUNCT
fumecheng-309	118	13	v.	v.	ADV
fumecheng-309	118	14	,	,	PUNCT
fumecheng-309	118	15	vaze	vaze	NOUN
fumecheng-309	118	16	,	,	PUNCT
fumecheng-309	118	17	k.k	k.k	PROPN
fumecheng-309	118	18	.	.	PROPN
fumecheng-309	118	19	,	,	PUNCT
fumecheng-309	118	20	ghosh	ghosh	PROPN
fumecheng-309	118	21	,	,	PUNCT
fumecheng-309	118	22	a.k	a.k	PROPN
fumecheng-309	118	23	.	.	PROPN
fumecheng-309	118	24	,	,	PUNCT
fumecheng-309	118	25	2011	2011	NUM
fumecheng-309	118	26	,	,	PUNCT
fumecheng-309	118	27	numerical	numerical	PROPN
fumecheng-309	118	28	simulation	simulation	PROPN
fumecheng-309	118	29	with	with	ADP
fumecheng-309	118	30	finite	finite	PROPN
fumecheng-309	118	31	element	element	NOUN
fumecheng-309	118	32	and	and	CCONJ
fumecheng-309	118	33	artificial	artificial	ADJ
fumecheng-309	118	34	neural	neural	ADJ
fumecheng-309	118	35	network	network	NOUN
fumecheng-309	118	36	of	of	ADP
fumecheng-309	118	37	ball	ball	NOUN
fumecheng-309	118	38	indentation	indentation	NOUN
fumecheng-309	118	39	for	for	ADP
fumecheng-309	118	40	mechanical	mechanical	ADJ
fumecheng-309	118	41	property	property	NOUN
fumecheng-309	118	42	estimation	estimation	NOUN
fumecheng-309	118	43	,	,	PUNCT
fumecheng-309	118	44	sadhana	sadhana	NOUN
fumecheng-309	118	45	,	,	PUNCT
fumecheng-309	118	46	36(2	36(2	NUM
fumecheng-309	118	47	)	)	PUNCT
fumecheng-309	118	48	,	,	PUNCT
fumecheng-309	118	49	pp	pp	ADJ
fumecheng-309	118	50	.	.	PUNCT
fumecheng-309	119	1	181–192	181–192	NUM
fumecheng-309	119	2	.	.	PUNCT
fumecheng-309	120	1	a	a	DET
fumecheng-309	120	2	real	real	ADJ
fumecheng-309	120	3	time	time	NOUN
fumecheng-309	120	4	neural	neural	ADJ
fumecheng-309	120	5	network	network	NOUN
fumecheng-309	120	6	based	base	VERB
fumecheng-309	120	7	finite	finite	PROPN
fumecheng-309	120	8	element	element	NOUN
fumecheng-309	120	9	analysis	analysis	NOUN
fumecheng-309	120	10	of	of	ADP
fumecheng-309	120	11	shell	shell	ADJ
fumecheng-309	120	12	structure	structure	NOUN
fumecheng-309	120	13	155	155	NUM
fumecheng-309	120	14	7	7	NUM
fumecheng-309	120	15	.	.	PUNCT
fumecheng-309	121	1	marinkovic	marinkovic	ADJ
fumecheng-309	121	2	,	,	PUNCT
fumecheng-309	121	3	d	d	NOUN
fumecheng-309	121	4	,	,	PUNCT
fumecheng-309	121	5	zehn	zehn	NOUN
fumecheng-309	121	6	,	,	PUNCT
fumecheng-309	121	7	m.	m.	NOUN
fumecheng-309	121	8	marinkovic	marinkovic	PROPN
fumecheng-309	121	9	,	,	PUNCT
fumecheng-309	121	10	z.	z.	PROPN
fumecheng-309	121	11	,	,	PUNCT
fumecheng-309	121	12	2013	2013	NUM
fumecheng-309	121	13	,	,	PUNCT
fumecheng-309	121	14	the	the	DET
fumecheng-309	121	15	analysis	analysis	NOUN
fumecheng-309	121	16	of	of	ADP
fumecheng-309	121	17	fem	fem	NOUN
fumecheng-309	121	18	results	result	NOUN
fumecheng-309	121	19	convergence	convergence	NOUN
fumecheng-309	121	20	in	in	ADP
fumecheng-309	121	21	modelling	model	VERB
fumecheng-309	121	22	piezoelectric	piezoelectric	ADJ
fumecheng-309	121	23	active	active	ADJ
fumecheng-309	121	24	shell	shell	NOUN
fumecheng-309	121	25	structures	structure	NOUN
fumecheng-309	121	26	,	,	PUNCT
fumecheng-309	121	27	transactions	transaction	NOUN
fumecheng-309	121	28	of	of	ADP
fumecheng-309	121	29	famena	famena	NOUN
fumecheng-309	121	30	,	,	PUNCT
fumecheng-309	121	31	37(4	37(4	PROPN
fumecheng-309	121	32	)	)	PUNCT
fumecheng-309	121	33	,	,	PUNCT
fumecheng-309	121	34	pp	pp	PROPN
fumecheng-309	121	35	.	.	PUNCT
fumecheng-309	122	1	17	17	NUM
fumecheng-309	122	2	-	-	SYM
fumecheng-309	122	3	28	28	NUM
fumecheng-309	122	4	.	.	NOUN
fumecheng-309	123	1	8	8	NUM
fumecheng-309	123	2	.	.	X
fumecheng-309	123	3	marinković	marinković	ADJ
fumecheng-309	123	4	,	,	PUNCT
fumecheng-309	123	5	d.	d.	PROPN
fumecheng-309	123	6	,	,	PUNCT
fumecheng-309	123	7	2007	2007	NUM
fumecheng-309	123	8	,	,	PUNCT
fumecheng-309	123	9	a	a	DET
fumecheng-309	123	10	new	new	ADJ
fumecheng-309	123	11	finite	finite	ADJ
fumecheng-309	123	12	composite	composite	ADJ
fumecheng-309	123	13	shell	shell	NOUN
fumecheng-309	123	14	element	element	NOUN
fumecheng-309	123	15	for	for	ADP
fumecheng-309	123	16	piezoelectric	piezoelectric	ADJ
fumecheng-309	123	17	active	active	ADJ
fumecheng-309	123	18	structures	structure	NOUN
fumecheng-309	123	19	,	,	PUNCT
fumecheng-309	123	20	ph.d	ph.d	PROPN
fumecheng-309	123	21	.	.	PUNCT
fumecheng-309	124	1	thesis	thesis	PROPN
fumecheng-309	124	2	,	,	PUNCT
fumecheng-309	124	3	otto	otto	PROPN
fumecheng-309	124	4	-	-	PUNCT
fumecheng-309	124	5	von	von	PROPN
fumecheng-309	124	6	-	-	PUNCT
fumecheng-309	124	7	guericke	guericke	PROPN
fumecheng-309	124	8	universität	universität	PROPN
fumecheng-309	124	9	magdeburg	magdeburg	PROPN
fumecheng-309	124	10	,	,	PUNCT
fumecheng-309	124	11	fortschritt	fortschritt	VERB
fumecheng-309	124	12	-	-	PUNCT
fumecheng-309	124	13	berichte	berichte	NOUN
fumecheng-309	124	14	vdi	vdi	PROPN
fumecheng-309	124	15	,	,	PUNCT
fumecheng-309	124	16	reihe	reihe	PROPN
fumecheng-309	124	17	20	20	NUM
fumecheng-309	124	18	:	:	PUNCT
fumecheng-309	124	19	rechnerunterstützte	rechnerunterstützte	PROPN
fumecheng-309	124	20	verfahren	verfahren	PROPN
fumecheng-309	124	21	,	,	PUNCT
fumecheng-309	124	22	nr	nr	PROPN
fumecheng-309	124	23	.	.	PROPN
fumecheng-309	124	24	406	406	NUM
fumecheng-309	124	25	,	,	PUNCT
fumecheng-309	124	26	vdi	vdi	NOUN
fumecheng-309	124	27	verlag	verlag	PROPN
fumecheng-309	124	28	,	,	PUNCT
fumecheng-309	124	29	düsseldorf	düsseldorf	PROPN
fumecheng-309	124	30	.	.	PUNCT
fumecheng-309	125	1	9	9	X
fumecheng-309	125	2	.	.	X
fumecheng-309	126	1	ćojbašić	ćojbašić	PROPN
fumecheng-309	126	2	,	,	PUNCT
fumecheng-309	126	3	ž	ž	PROPN
fumecheng-309	126	4	.	.	PROPN
fumecheng-309	126	5	,	,	PUNCT
fumecheng-309	126	6	nikolić	nikolić	NOUN
fumecheng-309	126	7	,	,	PUNCT
fumecheng-309	126	8	v.	v.	ADV
fumecheng-309	126	9	,	,	PUNCT
fumecheng-309	126	10	ćirić	ćirić	NOUN
fumecheng-309	126	11	,	,	PUNCT
fumecheng-309	126	12	i.	i.	NOUN
fumecheng-309	126	13	,	,	PUNCT
fumecheng-309	126	14	ćojbašić	ćojbašić	PROPN
fumecheng-309	126	15	,	,	PUNCT
fumecheng-309	126	16	lj	lj	PROPN
fumecheng-309	126	17	.	.	PROPN
fumecheng-309	126	18	,	,	PUNCT
fumecheng-309	126	19	2011	2011	NUM
fumecheng-309	126	20	,	,	PUNCT
fumecheng-309	126	21	computationally	computationally	ADV
fumecheng-309	126	22	intelligent	intelligent	ADJ
fumecheng-309	126	23	modelling	modelling	NOUN
fumecheng-309	126	24	and	and	CCONJ
fumecheng-309	126	25	control	control	NOUN
fumecheng-309	126	26	of	of	ADP
fumecheng-309	126	27	fluidized	fluidize	VERB
fumecheng-309	126	28	bed	bed	NOUN
fumecheng-309	126	29	combustion	combustion	NOUN
fumecheng-309	126	30	process	process	NOUN
fumecheng-309	126	31	,	,	PUNCT
fumecheng-309	126	32	thermal	thermal	ADJ
fumecheng-309	126	33	science	science	NOUN
fumecheng-309	126	34	,	,	PUNCT
fumecheng-309	126	35	15(2	15(2	NUM
fumecheng-309	126	36	)	)	PUNCT
fumecheng-309	126	37	,	,	PUNCT
fumecheng-309	126	38	pp	pp	PROPN
fumecheng-309	126	39	.	.	PUNCT
fumecheng-309	127	1	321	321	NUM
fumecheng-309	127	2	-	-	SYM
fumecheng-309	127	3	338	338	NUM
fumecheng-309	127	4	.	.	PUNCT
fumecheng-309	128	1	10	10	NUM
fumecheng-309	128	2	.	.	PUNCT
fumecheng-309	129	1	moller	moller	PROPN
fumecheng-309	129	2	,	,	PUNCT
fumecheng-309	129	3	m.f	m.f	PROPN
fumecheng-309	129	4	.	.	PROPN
fumecheng-309	129	5	,	,	PUNCT
fumecheng-309	129	6	1993	1993	NUM
fumecheng-309	129	7	,	,	PUNCT
fumecheng-309	129	8	a	a	DET
fumecheng-309	129	9	scaled	scale	VERB
fumecheng-309	129	10	conjugate	conjugate	ADJ
fumecheng-309	129	11	gradient	gradient	ADJ
fumecheng-309	129	12	algorithm	algorithm	NOUN
fumecheng-309	129	13	for	for	ADP
fumecheng-309	129	14	fast	fast	ADJ
fumecheng-309	129	15	supervised	supervised	ADJ
fumecheng-309	129	16	learning	learning	NOUN
fumecheng-309	129	17	,	,	PUNCT
fumecheng-309	129	18	neural	neural	ADJ
fumecheng-309	129	19	networks	network	NOUN
fumecheng-309	129	20	,	,	PUNCT
fumecheng-309	129	21	6(4	6(4	NOUN
fumecheng-309	129	22	)	)	PUNCT
fumecheng-309	129	23	,	,	PUNCT
fumecheng-309	129	24	pp	pp	ADP
fumecheng-309	129	25	.	.	PUNCT
fumecheng-309	130	1	525–533	525–533	NUM
fumecheng-309	130	2	.	.	PUNCT
fumecheng-309	131	1	11	11	NUM
fumecheng-309	131	2	.	.	PUNCT
fumecheng-309	132	1	ćojbašić	ćojbašić	VERB
fumecheng-309	132	2	,	,	PUNCT
fumecheng-309	132	3	ž	ž	PROPN
fumecheng-309	132	4	.	.	PROPN
fumecheng-309	132	5	,	,	PUNCT
fumecheng-309	132	6	brkić	brkić	NOUN
fumecheng-309	132	7	,	,	PUNCT
fumecheng-309	132	8	d.	d.	PROPN
fumecheng-309	132	9	,	,	PUNCT
fumecheng-309	132	10	2013	2013	NUM
fumecheng-309	132	11	,	,	PUNCT
fumecheng-309	132	12	very	very	ADV
fumecheng-309	132	13	accurate	accurate	ADJ
fumecheng-309	132	14	explicit	explicit	ADJ
fumecheng-309	132	15	approximations	approximation	NOUN
fumecheng-309	132	16	for	for	ADP
fumecheng-309	132	17	calculation	calculation	NOUN
fumecheng-309	132	18	of	of	ADP
fumecheng-309	132	19	the	the	DET
fumecheng-309	132	20	colebrook	colebrook	PROPN
fumecheng-309	132	21	friction	friction	NOUN
fumecheng-309	132	22	factor	factor	NOUN
fumecheng-309	132	23	,	,	PUNCT
fumecheng-309	132	24	international	international	ADJ
fumecheng-309	132	25	journal	journal	NOUN
fumecheng-309	132	26	of	of	ADP
fumecheng-309	132	27	mechanical	mechanical	ADJ
fumecheng-309	132	28	sciences	science	NOUN
fumecheng-309	132	29	,	,	PUNCT
fumecheng-309	132	30	67	67	NUM
fumecheng-309	132	31	,	,	PUNCT
fumecheng-309	132	32	pp	pp	ADJ
fumecheng-309	132	33	.	.	PUNCT
fumecheng-309	133	1	10–13	10–13	X
fumecheng-309	133	2	.	.	PUNCT
fumecheng-309	134	1	12	12	NUM
fumecheng-309	134	2	.	.	PUNCT
fumecheng-309	135	1	lukić	lukić	PROPN
fumecheng-309	135	2	,	,	PUNCT
fumecheng-309	135	3	s.	s.	PROPN
fumecheng-309	135	4	,	,	PUNCT
fumecheng-309	135	5	ćojbašić	ćojbašić	PROPN
fumecheng-309	135	6	,	,	PUNCT
fumecheng-309	135	7	ž	ž	PROPN
fumecheng-309	135	8	.	.	PROPN
fumecheng-309	135	9	,	,	PUNCT
fumecheng-309	135	10	jović	jović	PROPN
fumecheng-309	135	11	,	,	PUNCT
fumecheng-309	135	12	n.	n.	NOUN
fumecheng-309	135	13	,	,	PUNCT
fumecheng-309	135	14	popović	popović	NOUN
fumecheng-309	135	15	,	,	PUNCT
fumecheng-309	135	16	m.	m.	NOUN
fumecheng-309	135	17	,	,	PUNCT
fumecheng-309	135	18	bjelaković	bjelaković	PROPN
fumecheng-309	135	19	,	,	PUNCT
fumecheng-309	135	20	b.	b.	PROPN
fumecheng-309	135	21	,	,	PUNCT
fumecheng-309	135	22	dimitrijević	dimitrijević	PROPN
fumecheng-309	135	23	,	,	PUNCT
fumecheng-309	135	24	l.	l.	PROPN
fumecheng-309	135	25	,	,	PUNCT
fumecheng-309	135	26	bjelaković	bjelaković	PROPN
fumecheng-309	135	27	,	,	PUNCT
fumecheng-309	135	28	lj	lj	PROPN
fumecheng-309	135	29	.	.	PROPN
fumecheng-309	135	30	,	,	PUNCT
fumecheng-309	135	31	2012	2012	NUM
fumecheng-309	135	32	,	,	PUNCT
fumecheng-309	135	33	artificial	artificial	ADJ
fumecheng-309	135	34	neural	neural	ADJ
fumecheng-309	135	35	networks	network	NOUN
fumecheng-309	135	36	based	base	VERB
fumecheng-309	135	37	prediction	prediction	NOUN
fumecheng-309	135	38	of	of	ADP
fumecheng-309	135	39	cerebral	cerebral	ADJ
fumecheng-309	135	40	palsy	palsy	NOUN
fumecheng-309	135	41	in	in	ADP
fumecheng-309	135	42	infants	infant	NOUN
fumecheng-309	135	43	with	with	ADP
fumecheng-309	135	44	central	central	ADJ
fumecheng-309	135	45	coordination	coordination	NOUN
fumecheng-309	135	46	disturbance	disturbance	NOUN
fumecheng-309	135	47	,	,	PUNCT
fumecheng-309	135	48	early	early	ADJ
fumecheng-309	135	49	human	human	ADJ
fumecheng-309	135	50	development	development	NOUN
fumecheng-309	135	51	,	,	PUNCT
fumecheng-309	135	52	88(7	88(7	NUM
fumecheng-309	135	53	)	)	PUNCT
fumecheng-309	135	54	,	,	PUNCT
fumecheng-309	135	55	pp	pp	ADP
fumecheng-309	135	56	.	.	PUNCT
fumecheng-309	136	1	547–553	547–553	NUM
fumecheng-309	136	2	.	.	PUNCT
fumecheng-309	136	3	analiza	analiza	PROPN
fumecheng-309	136	4	ljuske	ljuske	PROPN
fumecheng-309	136	5	u	u	PROPN
fumecheng-309	136	6	realnom	realnom	PROPN
fumecheng-309	136	7	vremenu	vremenu	PROPN
fumecheng-309	136	8	metodom	metodom	PROPN
fumecheng-309	136	9	konačnih	konačnih	PROPN
fumecheng-309	136	10	elemenata	elemenata	NOUN
fumecheng-309	136	11	zasnovanoj	zasnovanoj	NOUN
fumecheng-309	136	12	na	na	PART
fumecheng-309	136	13	neuronskoj	neuronskoj	PROPN
fumecheng-309	136	14	mreži	mreži	PROPN
fumecheng-309	136	15	u	u	PROPN
fumecheng-309	136	16	poslednjih	poslednjih	PROPN
fumecheng-309	136	17	nekoliko	nekoliko	PROPN
fumecheng-309	136	18	godina	godina	PROPN
fumecheng-309	136	19	,	,	PUNCT
fumecheng-309	136	20	metoda	metoda	PROPN
fumecheng-309	136	21	konačnih	konačnih	PROPN
fumecheng-309	136	22	elemenata	elemenata	PROPN
fumecheng-309	136	23	je	je	PROPN
fumecheng-309	136	24	široko	široko	PROPN
fumecheng-309	136	25	korišćena	korišćena	PROPN
fumecheng-309	136	26	kao	kao	PROPN
fumecheng-309	136	27	moćno	moćno	PROPN
fumecheng-309	136	28	sredstvo	sredstvo	PROPN
fumecheng-309	136	29	u	u	PROPN
fumecheng-309	136	30	analizi	analizi	NOUN
fumecheng-309	136	31	inženjerskih	inženjerskih	NOUN
fumecheng-309	136	32	problema	problema	NOUN
fumecheng-309	136	33	.	.	PUNCT
fumecheng-309	137	1	prilikom	prilikom	PROPN
fumecheng-309	137	2	simulacije	simulacije	PROPN
fumecheng-309	137	3	deformabilnih	deformabilnih	PROPN
fumecheng-309	137	4	objekata	objekata	PROPN
fumecheng-309	137	5	metodom	metodom	PROPN
fumecheng-309	137	6	konačnih	konačnih	PROPN
fumecheng-309	137	7	elemenata	elemenata	NOUN
fumecheng-309	137	8	,	,	PUNCT
fumecheng-309	137	9	koristi	koristi	PROPN
fumecheng-309	137	10	se	se	PROPN
fumecheng-309	137	11	kompleksan	kompleksan	PROPN
fumecheng-309	137	12	sistem	sistem	PROPN
fumecheng-309	137	13	čvorova	čvorova	PROPN
fumecheng-309	137	14	koji	koji	PROPN
fumecheng-309	137	15	formiraju	formiraju	PROPN
fumecheng-309	137	16	mrežu	mrežu	PROPN
fumecheng-309	137	17	tačaka	tačaka	PROPN
fumecheng-309	137	18	.	.	PUNCT
fumecheng-309	138	1	fem	fem	PROPN
fumecheng-309	138	2	model	model	PROPN
fumecheng-309	138	3	uključuje	uključuje	PROPN
fumecheng-309	138	4	svojstva	svojstva	VERB
fumecheng-309	138	5	materijala	materijala	PROPN
fumecheng-309	138	6	i	i	PRON
fumecheng-309	138	7	same	same	ADJ
fumecheng-309	138	8	strukture	strukture	PROPN
fumecheng-309	138	9	koja	koja	PROPN
fumecheng-309	138	10	definišu	definišu	PROPN
fumecheng-309	138	11	kako	kako	PROPN
fumecheng-309	138	12	će	će	PROPN
fumecheng-309	138	13	struktura	struktura	PROPN
fumecheng-309	138	14	reagovati	reagovati	VERB
fumecheng-309	138	15	na	na	PART
fumecheng-309	138	16	određena	određena	PROPN
fumecheng-309	138	17	opterećenja	opterećenja	PROPN
fumecheng-309	138	18	.	.	PUNCT
fumecheng-309	139	1	pouzdana	pouzdana	PROPN
fumecheng-309	139	2	simulacija	simulacija	VERB
fumecheng-309	139	3	treba	treba	PROPN
fumecheng-309	139	4	da	da	PROPN
fumecheng-309	139	5	obezbedi	obezbedi	PROPN
fumecheng-309	139	6	lakši	lakši	PROPN
fumecheng-309	139	7	,	,	PUNCT
fumecheng-309	139	8	brži	brži	PROPN
fumecheng-309	140	1	i	i	PRON
fumecheng-309	140	2	jeftiniji	jeftiniji	PROPN
fumecheng-309	140	3	razvoj	razvoj	PROPN
fumecheng-309	140	4	struktura	struktura	PROPN
fumecheng-309	140	5	.	.	PUNCT
fumecheng-309	141	1	simulacija	simulacija	PROPN
fumecheng-309	141	2	deformabilnih	deformabilnih	PROPN
fumecheng-309	141	3	objekata	objekata	PROPN
fumecheng-309	141	4	tipa	tipa	PROPN
fumecheng-309	141	5	ljuske	ljuske	PROPN
fumecheng-309	141	6	u	u	PROPN
fumecheng-309	141	7	realnom	realnom	PROPN
fumecheng-309	141	8	vremenu	vremenu	PROPN
fumecheng-309	141	9	korišćenjem	korišćenjem	PROPN
fumecheng-309	141	10	metode	metode	PROPN
fumecheng-309	141	11	konačnih	konačnih	PROPN
fumecheng-309	141	12	elemenata	elemenata	PROPN
fumecheng-309	141	13	je	je	PROPN
fumecheng-309	141	14	veliki	veliki	PROPN
fumecheng-309	141	15	izazov	izazov	PROPN
fumecheng-309	141	16	zbog	zbog	PROPN
fumecheng-309	141	17	potrebe	potrebe	PROPN
fumecheng-309	141	18	za	za	PROPN
fumecheng-309	141	19	brzim	brzim	PROPN
fumecheng-309	141	20	sistemima	sistemima	PROPN
fumecheng-309	141	21	,	,	PUNCT
fumecheng-309	141	22	koji	koji	PROPN
fumecheng-309	141	23	ne	ne	PROPN
fumecheng-309	141	24	zahtevaju	zahtevaju	AUX
fumecheng-309	141	25	velike	velike	VERB
fumecheng-309	141	26	računarske	računarske	PROPN
fumecheng-309	141	27	resurse	resurse	NOUN
fumecheng-309	141	28	.	.	PUNCT
fumecheng-309	142	1	u	u	PROPN
fumecheng-309	142	2	ovom	ovom	PROPN
fumecheng-309	142	3	radu	radu	VERB
fumecheng-309	142	4	smo	smo	PROPN
fumecheng-309	142	5	prikazali	prikazali	PROPN
fumecheng-309	142	6	efikasan	efikasan	PROPN
fumecheng-309	142	7	metod	metod	PROPN
fumecheng-309	142	8	zasnovan	zasnovan	PROPN
fumecheng-309	142	9	na	na	PROPN
fumecheng-309	142	10	neuronskim	neuronskim	PROPN
fumecheng-309	142	11	mrežama	mrežama	PROPN
fumecheng-309	142	12	za	za	PROPN
fumecheng-309	142	13	simulaciju	simulaciju	PROPN
fumecheng-309	142	14	u	u	PROPN
fumecheng-309	142	15	realnom	realnom	NOUN
fumecheng-309	142	16	vremenu	vremenu	NOUN
fumecheng-309	142	17	ponašanja	ponašanja	NOUN
fumecheng-309	142	18	tankozidne	tankozidne	NOUN
fumecheng-309	142	19	ljuske	ljuske	PROPN
fumecheng-309	142	20	modelirane	modelirane	PROPN
fumecheng-309	142	21	metodom	metodom	PROPN
fumecheng-309	142	22	konačnih	konačnih	PROPN
fumecheng-309	142	23	elemenata	elemenata	VERB
fumecheng-309	142	24	u	u	PROPN
fumecheng-309	142	25	komercijalnom	komercijalnom	PROPN
fumecheng-309	142	26	fe	fe	X
fumecheng-309	142	27	softveru	softveru	PROPN
fumecheng-309	142	28	.	.	PUNCT
fumecheng-309	143	1	korišćenjem	korišćenjem	PROPN
fumecheng-309	143	2	metode	metode	PROPN
fumecheng-309	143	3	konačnih	konačnih	PROPN
fumecheng-309	143	4	elemenata	elemenata	PROPN
fumecheng-309	143	5	,	,	PUNCT
fumecheng-309	143	6	u	u	PRON
fumecheng-309	143	7	režimu	režimu	VERB
fumecheng-309	143	8	obučavanja	obučavanja	PROPN
fumecheng-309	143	9	neuro	neuro	PROPN
fumecheng-309	143	10	mreže	mreže	PROPN
fumecheng-309	143	11	sračunate	sračunate	PROPN
fumecheng-309	143	12	su	su	PROPN
fumecheng-309	143	13	deformacije	deformacije	PROPN
fumecheng-309	143	14	za	za	PROPN
fumecheng-309	143	15	primenjena	primenjena	PROPN
fumecheng-309	143	16	opterećenja	opterećenja	PROPN
fumecheng-309	143	17	u	u	PROPN
fumecheng-309	143	18	određenom	određenom	NOUN
fumecheng-309	143	19	opsegu	opsegu	NOUN
fumecheng-309	143	20	.	.	PUNCT
fumecheng-309	144	1	u	u	PROPN
fumecheng-309	144	2	režimu	režimu	PROPN
fumecheng-309	144	3	aplikacije	aplikacije	PROPN
fumecheng-309	144	4	,	,	PUNCT
fumecheng-309	144	5	korišćenjem	korišćenjem	PROPN
fumecheng-309	144	6	obučene	obučene	PROPN
fumecheng-309	144	7	neuronske	neuronske	PROPN
fumecheng-309	144	8	mreže	mreže	VERB
fumecheng-309	144	9	dobijaju	dobijaju	PROPN
fumecheng-309	144	10	se	se	PROPN
fumecheng-309	144	11	potrebni	potrebni	PROPN
fumecheng-309	144	12	rezultati	rezultati	PROPN
fumecheng-309	144	13	za	za	PROPN
fumecheng-309	144	14	navedena	navedena	PROPN
fumecheng-309	144	15	opterećenja	opterećenja	VERB
fumecheng-309	144	16	u	u	PROPN
fumecheng-309	144	17	realnom	realnom	NOUN
fumecheng-309	144	18	vremenu	vremenu	NOUN
fumecheng-309	144	19	.	.	PUNCT
fumecheng-309	145	1	ključne	ključne	PROPN
fumecheng-309	145	2	reči	reči	NOUN
fumecheng-309	145	3	:	:	PUNCT
fumecheng-309	145	4	metod	metod	VERB
fumecheng-309	145	5	konačnih	konačnih	PROPN
fumecheng-309	145	6	elemenata	elemenata	NOUN
fumecheng-309	145	7	,	,	PUNCT
fumecheng-309	145	8	neuronska	neuronska	NOUN
fumecheng-309	145	9	mreža	mreža	NOUN
fumecheng-309	145	10	,	,	PUNCT
fumecheng-309	145	11	simulacija	simulacija	NOUN
fumecheng-309	145	12	,	,	PUNCT
fumecheng-309	145	13	tankozidna	tankozidna	ADV
fumecheng-309	145	14	struktura	struktura	PROPN
fumecheng-309	145	15	,	,	PUNCT
fumecheng-309	145	16	ljuska	ljuska	VERB
fumecheng-309	145	17	a	a	DET
fumecheng-309	145	18	real	real	ADJ
fumecheng-309	145	19	time	time	NOUN
fumecheng-309	145	20	neural	neural	ADJ
fumecheng-309	145	21	network	network	NOUN
fumecheng-309	145	22	based	base	VERB
fumecheng-309	145	23	finite	finite	PROPN
fumecheng-309	145	24	element	element	NOUN
fumecheng-309	145	25	analysis	analysis	NOUN
fumecheng-309	145	26	of	of	ADP
fumecheng-309	145	27	shell	shell	ADJ
fumecheng-309	145	28	structure	structure	NOUN
fumecheng-309	145	29	(	(	PUNCT
fumecheng-309	145	30	žarko	žarko	PROPN
fumecheng-309	145	31	ćojbašić	ćojbašić	PROPN
fumecheng-309	145	32	,	,	PUNCT
fumecheng-309	145	33	vlastimir	vlastimir	NOUN
fumecheng-309	145	34	nikolić	nikolić	NOUN
fumecheng-309	145	35	,	,	PUNCT
fumecheng-309	145	36	emina	emina	ADJ
fumecheng-309	145	37	petrović	petrović	NOUN
fumecheng-309	145	38	,	,	PUNCT
fumecheng-309	145	39	vukašin	vukašin	NOUN
fumecheng-309	145	40	pavlović	pavlović	NOUN
fumecheng-309	145	41	,	,	PUNCT
fumecheng-309	145	42	miša	miša	NOUN
fumecheng-309	145	43	tomić	tomić	PROPN
fumecheng-309	145	44	,	,	PUNCT
fumecheng-309	145	45	ivan	ivan	PROPN
fumecheng-309	145	46	pavlović	pavlović	NOUN
fumecheng-309	145	47	,	,	PUNCT
fumecheng-309	145	48	ivan	ivan	PROPN
fumecheng-309	145	49	ćirić	ćirić	PROPN
fumecheng-309	145	50	1	1	NUM
fumecheng-309	145	51	.	.	PUNCT
fumecheng-309	146	1	introduction	introduction	NOUN
fumecheng-309	146	2	2	2	NUM
fumecheng-309	146	3	.	.	PUNCT
fumecheng-309	147	1	modeling	modeling	NOUN
fumecheng-309	147	2	of	of	ADP
fumecheng-309	147	3	shell	shell	ADJ
fumecheng-309	147	4	structure	structure	NOUN
fumecheng-309	147	5	3	3	NUM
fumecheng-309	147	6	.	.	PUNCT
fumecheng-309	147	7	modeling	modeling	NOUN
fumecheng-309	147	8	and	and	CCONJ
fumecheng-309	147	9	analysis	analysis	NOUN
fumecheng-309	147	10	of	of	ADP
fumecheng-309	147	11	cylindrical	cylindrical	ADJ
fumecheng-309	147	12	arch	arch	ADJ
fumecheng-309	147	13	structure	structure	NOUN
fumecheng-309	147	14	4	4	NUM
fumecheng-309	147	15	.	.	PUNCT
fumecheng-309	148	1	a	a	DET
fumecheng-309	148	2	real	real	ADJ
fumecheng-309	148	3	time	time	NOUN
fumecheng-309	148	4	neural	neural	ADJ
fumecheng-309	148	5	network	network	NOUN
fumecheng-309	148	6	-	-	PUNCT
fumecheng-309	148	7	based	base	VERB
fumecheng-309	148	8	finite	finite	ADJ
fumecheng-309	148	9	element	element	NOUN
fumecheng-309	148	10	analysis	analysis	NOUN
fumecheng-309	148	11	5	5	NUM
fumecheng-309	148	12	.	.	PUNCT
fumecheng-309	148	13	conclusion	conclusion	NOUN
fumecheng-309	148	14	references	reference	NOUN