id	sid	tid	token	lemma	pos
aiti-8909	1	1	5___aiti#8909___131	5___aiti#8909___131	NUM
aiti-8909	1	2	-	-	SYM
aiti-8909	1	3	142	142	NUM
aiti-8909	1	4	advances	advance	NOUN
aiti-8909	1	5	in	in	ADP
aiti-8909	1	6	technology	technology	NOUN
aiti-8909	1	7	innovation	innovation	NOUN
aiti-8909	1	8	,	,	PUNCT
aiti-8909	1	9	vol	vol	NOUN
aiti-8909	1	10	.	.	PROPN
aiti-8909	1	11	7	7	NUM
aiti-8909	1	12	,	,	PUNCT
aiti-8909	1	13	no	no	INTJ
aiti-8909	1	14	.	.	NOUN
aiti-8909	1	15	2	2	NUM
aiti-8909	1	16	,	,	PUNCT
aiti-8909	1	17	2022	2022	NUM
aiti-8909	1	18	,	,	PUNCT
aiti-8909	1	19	pp	pp	ADJ
aiti-8909	1	20	.	.	PUNCT
aiti-8909	2	1	131	131	NUM
aiti-8909	2	2	-	-	SYM
aiti-8909	2	3	142	142	NUM
aiti-8909	2	4	finite	finite	ADJ
aiti-8909	2	5	element	element	NOUN
aiti-8909	2	6	and	and	CCONJ
aiti-8909	2	7	neural	neural	ADJ
aiti-8909	2	8	network	network	NOUN
aiti-8909	2	9	based	base	VERB
aiti-8909	2	10	predictive	predictive	ADJ
aiti-8909	2	11	model	model	NOUN
aiti-8909	2	12	to	to	PART
aiti-8909	2	13	determine	determine	VERB
aiti-8909	2	14	natural	natural	ADJ
aiti-8909	2	15	frequency	frequency	NOUN
aiti-8909	2	16	of	of	ADP
aiti-8909	2	17	laminated	laminate	VERB
aiti-8909	2	18	composite	composite	ADJ
aiti-8909	2	19	plates	plate	NOUN
aiti-8909	2	20	with	with	ADP
aiti-8909	2	21	eccentric	eccentric	ADJ
aiti-8909	2	22	cutouts	cutout	NOUN
aiti-8909	2	23	under	under	ADP
aiti-8909	2	24	free	free	ADJ
aiti-8909	2	25	vibration	vibration	NOUN
aiti-8909	2	26	mohamed	mohamed	PROPN
aiti-8909	2	27	rida	rida	PROPN
aiti-8909	2	28	seba	seba	PROPN
aiti-8909	2	29	*	*	PROPN
aiti-8909	2	30	,	,	PUNCT
aiti-8909	2	31	said	say	VERB
aiti-8909	2	32	kebdani	kebdani	PROPN
aiti-8909	2	33	applied	apply	VERB
aiti-8909	2	34	mechanics	mechanic	NOUN
aiti-8909	2	35	laboratory	laboratory	NOUN
aiti-8909	2	36	,	,	PUNCT
aiti-8909	2	37	faculty	faculty	NOUN
aiti-8909	2	38	of	of	ADP
aiti-8909	2	39	mechanical	mechanical	ADJ
aiti-8909	2	40	engineering	engineering	NOUN
aiti-8909	2	41	,	,	PUNCT
aiti-8909	2	42	university	university	NOUN
aiti-8909	2	43	of	of	ADP
aiti-8909	2	44	science	science	NOUN
aiti-8909	2	45	and	and	CCONJ
aiti-8909	2	46	technology	technology	NOUN
aiti-8909	2	47	oran	oran	PROPN
aiti-8909	2	48	mohamed	mohamed	PROPN
aiti-8909	2	49	-	-	PUNCT
aiti-8909	2	50	boudiaf	boudiaf	NOUN
aiti-8909	2	51	,	,	PUNCT
aiti-8909	2	52	oran	oran	NOUN
aiti-8909	2	53	,	,	PUNCT
aiti-8909	2	54	algeria	algeria	PROPN
aiti-8909	2	55	received	receive	VERB
aiti-8909	2	56	12	12	NUM
aiti-8909	2	57	november	november	PROPN
aiti-8909	2	58	2021	2021	NUM
aiti-8909	2	59	;	;	PUNCT
aiti-8909	2	60	received	receive	VERB
aiti-8909	2	61	in	in	ADP
aiti-8909	2	62	revised	revise	VERB
aiti-8909	2	63	form	form	NOUN
aiti-8909	2	64	29	29	NUM
aiti-8909	2	65	december	december	PROPN
aiti-8909	2	66	2021	2021	NUM
aiti-8909	2	67	;	;	PUNCT
aiti-8909	2	68	accepted	accept	VERB
aiti-8909	2	69	30	30	NUM
aiti-8909	2	70	december	december	PROPN
aiti-8909	2	71	2021	2021	NUM
aiti-8909	2	72	doi	doi	NOUN
aiti-8909	2	73	:	:	PUNCT
aiti-8909	2	74	https://doi.org/10.46604/aiti.2022.8909	https://doi.org/10.46604/aiti.2022.8909	PROPN
aiti-8909	2	75	abstract	abstract	NOUN
aiti-8909	2	76	this	this	DET
aiti-8909	2	77	research	research	NOUN
aiti-8909	2	78	proposes	propose	VERB
aiti-8909	2	79	a	a	DET
aiti-8909	2	80	predictive	predictive	ADJ
aiti-8909	2	81	model	model	NOUN
aiti-8909	2	82	to	to	PART
aiti-8909	2	83	identify	identify	VERB
aiti-8909	2	84	changes	change	NOUN
aiti-8909	2	85	in	in	ADP
aiti-8909	2	86	the	the	DET
aiti-8909	2	87	mechanical	mechanical	ADJ
aiti-8909	2	88	and	and	CCONJ
aiti-8909	2	89	geometrical	geometrical	ADJ
aiti-8909	2	90	properties	property	NOUN
aiti-8909	2	91	of	of	ADP
aiti-8909	2	92	composite	composite	ADJ
aiti-8909	2	93	plates	plate	NOUN
aiti-8909	2	94	with	with	ADP
aiti-8909	2	95	eccentric	eccentric	ADJ
aiti-8909	2	96	cutouts	cutout	NOUN
aiti-8909	2	97	based	base	VERB
aiti-8909	2	98	on	on	ADP
aiti-8909	2	99	natural	natural	ADJ
aiti-8909	2	100	frequency	frequency	NOUN
aiti-8909	2	101	.	.	PUNCT
aiti-8909	3	1	finite	finite	ADJ
aiti-8909	3	2	elements	element	NOUN
aiti-8909	3	3	(	(	PUNCT
aiti-8909	3	4	fe	fe	NOUN
aiti-8909	3	5	)	)	PUNCT
aiti-8909	3	6	and	and	CCONJ
aiti-8909	3	7	neural	neural	ADJ
aiti-8909	3	8	networks	network	NOUN
aiti-8909	3	9	are	be	AUX
aiti-8909	3	10	used	use	VERB
aiti-8909	3	11	to	to	PART
aiti-8909	3	12	develop	develop	VERB
aiti-8909	3	13	the	the	DET
aiti-8909	3	14	model	model	NOUN
aiti-8909	3	15	based	base	VERB
aiti-8909	3	16	on	on	ADP
aiti-8909	3	17	machine	machine	NOUN
aiti-8909	3	18	learning	learning	NOUN
aiti-8909	3	19	.	.	PUNCT
aiti-8909	4	1	first	first	ADV
aiti-8909	4	2	,	,	PUNCT
aiti-8909	4	3	the	the	DET
aiti-8909	4	4	numerical	numerical	ADJ
aiti-8909	4	5	analysis	analysis	NOUN
aiti-8909	4	6	of	of	ADP
aiti-8909	4	7	free	free	ADJ
aiti-8909	4	8	vibration	vibration	NOUN
aiti-8909	4	9	is	be	AUX
aiti-8909	4	10	performed	perform	VERB
aiti-8909	4	11	by	by	ADP
aiti-8909	4	12	the	the	DET
aiti-8909	4	13	fe	fe	PROPN
aiti-8909	4	14	model	model	NOUN
aiti-8909	4	15	on	on	ADP
aiti-8909	4	16	the	the	DET
aiti-8909	4	17	laminated	laminate	VERB
aiti-8909	4	18	composite	composite	ADJ
aiti-8909	4	19	plates	plate	NOUN
aiti-8909	4	20	with	with	ADP
aiti-8909	4	21	a	a	DET
aiti-8909	4	22	stacking	stacking	NOUN
aiti-8909	4	23	sequence	sequence	NOUN
aiti-8909	5	1	[	[	X
aiti-8909	5	2	0/90]2s	0/90]2s	PROPN
aiti-8909	5	3	under	under	ADP
aiti-8909	5	4	a	a	DET
aiti-8909	5	5	clamped	clamp	VERB
aiti-8909	5	6	-	-	PUNCT
aiti-8909	5	7	free	free	ADJ
aiti-8909	5	8	(	(	PUNCT
aiti-8909	5	9	cfff	cfff	ADJ
aiti-8909	5	10	)	)	PUNCT
aiti-8909	5	11	boundary	boundary	ADJ
aiti-8909	5	12	condition	condition	NOUN
aiti-8909	5	13	.	.	PUNCT
aiti-8909	6	1	the	the	DET
aiti-8909	6	2	outputs	output	NOUN
aiti-8909	6	3	of	of	ADP
aiti-8909	6	4	the	the	DET
aiti-8909	6	5	fe	fe	PROPN
aiti-8909	6	6	model	model	NOUN
aiti-8909	6	7	(	(	PUNCT
aiti-8909	6	8	520	520	NUM
aiti-8909	6	9	configurations	configuration	NOUN
aiti-8909	6	10	)	)	PUNCT
aiti-8909	6	11	are	be	AUX
aiti-8909	6	12	then	then	ADV
aiti-8909	6	13	utilized	utilize	VERB
aiti-8909	6	14	to	to	PART
aiti-8909	6	15	train	train	VERB
aiti-8909	6	16	the	the	DET
aiti-8909	6	17	artificial	artificial	ADJ
aiti-8909	6	18	neural	neural	ADJ
aiti-8909	6	19	network	network	NOUN
aiti-8909	6	20	(	(	PUNCT
aiti-8909	6	21	ann	ann	PROPN
aiti-8909	6	22	)	)	PUNCT
aiti-8909	6	23	model	model	NOUN
aiti-8909	6	24	through	through	ADP
aiti-8909	6	25	the	the	DET
aiti-8909	6	26	levenberg	levenberg	PROPN
aiti-8909	6	27	-	-	PUNCT
aiti-8909	6	28	marquardt	marquardt	PROPN
aiti-8909	6	29	method	method	NOUN
aiti-8909	6	30	,	,	PUNCT
aiti-8909	6	31	and	and	CCONJ
aiti-8909	6	32	the	the	DET
aiti-8909	6	33	developed	develop	VERB
aiti-8909	6	34	ann	ann	PROPN
aiti-8909	6	35	model	model	NOUN
aiti-8909	6	36	is	be	AUX
aiti-8909	6	37	then	then	ADV
aiti-8909	6	38	used	use	VERB
aiti-8909	6	39	to	to	PART
aiti-8909	6	40	evaluate	evaluate	VERB
aiti-8909	6	41	the	the	DET
aiti-8909	6	42	influence	influence	NOUN
aiti-8909	6	43	of	of	ADP
aiti-8909	6	44	various	various	ADJ
aiti-8909	6	45	parameters	parameter	NOUN
aiti-8909	6	46	on	on	ADP
aiti-8909	6	47	the	the	DET
aiti-8909	6	48	natural	natural	ADJ
aiti-8909	6	49	frequency	frequency	NOUN
aiti-8909	6	50	.	.	PUNCT
aiti-8909	7	1	the	the	DET
aiti-8909	7	2	results	result	NOUN
aiti-8909	7	3	show	show	VERB
aiti-8909	7	4	that	that	SCONJ
aiti-8909	7	5	the	the	DET
aiti-8909	7	6	changes	change	NOUN
aiti-8909	7	7	in	in	ADP
aiti-8909	7	8	the	the	DET
aiti-8909	7	9	mechanical	mechanical	ADJ
aiti-8909	7	10	and	and	CCONJ
aiti-8909	7	11	geometrical	geometrical	ADJ
aiti-8909	7	12	properties	property	NOUN
aiti-8909	7	13	of	of	ADP
aiti-8909	7	14	composite	composite	ADJ
aiti-8909	7	15	plates	plate	NOUN
aiti-8909	7	16	have	have	VERB
aiti-8909	7	17	impacts	impact	NOUN
aiti-8909	7	18	on	on	ADP
aiti-8909	7	19	the	the	DET
aiti-8909	7	20	natural	natural	ADJ
aiti-8909	7	21	frequency	frequency	NOUN
aiti-8909	7	22	.	.	PUNCT
aiti-8909	8	1	furthermore	furthermore	ADV
aiti-8909	8	2	,	,	PUNCT
aiti-8909	8	3	the	the	DET
aiti-8909	8	4	findings	finding	NOUN
aiti-8909	8	5	of	of	ADP
aiti-8909	8	6	the	the	DET
aiti-8909	8	7	ann	ann	PROPN
aiti-8909	8	8	model	model	NOUN
aiti-8909	8	9	are	be	AUX
aiti-8909	8	10	substantially	substantially	ADV
aiti-8909	8	11	identical	identical	ADJ
aiti-8909	8	12	to	to	ADP
aiti-8909	8	13	those	those	PRON
aiti-8909	8	14	of	of	ADP
aiti-8909	8	15	the	the	DET
aiti-8909	8	16	numerical	numerical	ADJ
aiti-8909	8	17	model	model	PROPN
aiti-8909	8	18	,	,	PUNCT
aiti-8909	8	19	with	with	ADP
aiti-8909	8	20	a	a	DET
aiti-8909	8	21	small	small	ADJ
aiti-8909	8	22	margin	margin	NOUN
aiti-8909	8	23	of	of	ADP
aiti-8909	8	24	error	error	NOUN
aiti-8909	8	25	.	.	PUNCT
aiti-8909	9	1	keywords	keyword	NOUN
aiti-8909	9	2	:	:	PUNCT
aiti-8909	9	3	artificial	artificial	ADJ
aiti-8909	9	4	neural	neural	ADJ
aiti-8909	9	5	network	network	NOUN
aiti-8909	9	6	,	,	PUNCT
aiti-8909	9	7	free	free	ADJ
aiti-8909	9	8	vibration	vibration	NOUN
aiti-8909	9	9	,	,	PUNCT
aiti-8909	9	10	finite	finite	PROPN
aiti-8909	9	11	element	element	NOUN
aiti-8909	9	12	model	model	NOUN
aiti-8909	9	13	,	,	PUNCT
aiti-8909	9	14	cutout	cutout	NOUN
aiti-8909	9	15	,	,	PUNCT
aiti-8909	9	16	natural	natural	ADJ
aiti-8909	9	17	frequency	frequency	NOUN
aiti-8909	9	18	1	1	NUM
aiti-8909	9	19	.	.	PUNCT
aiti-8909	10	1	introduction	introduction	NOUN
aiti-8909	10	2	laminated	laminate	VERB
aiti-8909	10	3	composite	composite	ADJ
aiti-8909	10	4	plates	plate	NOUN
aiti-8909	10	5	have	have	AUX
aiti-8909	10	6	been	be	AUX
aiti-8909	10	7	widely	widely	ADV
aiti-8909	10	8	used	use	VERB
aiti-8909	10	9	in	in	ADP
aiti-8909	10	10	structural	structural	ADJ
aiti-8909	10	11	engineering	engineering	NOUN
aiti-8909	10	12	due	due	ADP
aiti-8909	10	13	to	to	ADP
aiti-8909	10	14	their	their	PRON
aiti-8909	10	15	reduced	reduce	VERB
aiti-8909	10	16	weight	weight	NOUN
aiti-8909	10	17	,	,	PUNCT
aiti-8909	10	18	extended	extend	VERB
aiti-8909	10	19	durability	durability	NOUN
aiti-8909	10	20	,	,	PUNCT
aiti-8909	10	21	and	and	CCONJ
aiti-8909	10	22	fatigue	fatigue	NOUN
aiti-8909	10	23	resistance	resistance	NOUN
aiti-8909	10	24	.	.	PUNCT
aiti-8909	11	1	because	because	SCONJ
aiti-8909	11	2	of	of	ADP
aiti-8909	11	3	these	these	DET
aiti-8909	11	4	qualities	quality	NOUN
aiti-8909	11	5	,	,	PUNCT
aiti-8909	11	6	they	they	PRON
aiti-8909	11	7	are	be	AUX
aiti-8909	11	8	gaining	gain	VERB
aiti-8909	11	9	attention	attention	NOUN
aiti-8909	11	10	in	in	ADP
aiti-8909	11	11	other	other	ADJ
aiti-8909	11	12	engineering	engineering	NOUN
aiti-8909	11	13	fields	field	NOUN
aiti-8909	11	14	.	.	PUNCT
aiti-8909	12	1	cutouts	cutout	NOUN
aiti-8909	12	2	are	be	AUX
aiti-8909	12	3	generally	generally	ADV
aiti-8909	12	4	used	use	VERB
aiti-8909	12	5	for	for	ADP
aiti-8909	12	6	ventilation	ventilation	NOUN
aiti-8909	12	7	,	,	PUNCT
aiti-8909	12	8	i.e.	i.e.	X
aiti-8909	12	9	,	,	PUNCT
aiti-8909	12	10	the	the	DET
aiti-8909	12	11	passages	passage	NOUN
aiti-8909	12	12	for	for	ADP
aiti-8909	12	13	cables	cable	NOUN
aiti-8909	12	14	and	and	CCONJ
aiti-8909	12	15	fluids	fluid	NOUN
aiti-8909	12	16	.	.	PUNCT
aiti-8909	13	1	they	they	PRON
aiti-8909	13	2	can	can	AUX
aiti-8909	13	3	have	have	VERB
aiti-8909	13	4	different	different	ADJ
aiti-8909	13	5	shapes	shape	NOUN
aiti-8909	13	6	,	,	PUNCT
aiti-8909	13	7	e.g.	e.g.	ADV
aiti-8909	13	8	,	,	PUNCT
aiti-8909	13	9	square	square	ADJ
aiti-8909	13	10	,	,	PUNCT
aiti-8909	13	11	circular	circular	ADJ
aiti-8909	13	12	,	,	PUNCT
aiti-8909	13	13	oval	oval	NOUN
aiti-8909	13	14	,	,	PUNCT
aiti-8909	13	15	or	or	CCONJ
aiti-8909	13	16	triangular	triangular	NOUN
aiti-8909	13	17	shapes	shape	NOUN
aiti-8909	13	18	.	.	PUNCT
aiti-8909	14	1	however	however	ADV
aiti-8909	14	2	,	,	PUNCT
aiti-8909	14	3	their	their	PRON
aiti-8909	14	4	existence	existence	NOUN
aiti-8909	14	5	can	can	AUX
aiti-8909	14	6	have	have	VERB
aiti-8909	14	7	a	a	DET
aiti-8909	14	8	major	major	ADJ
aiti-8909	14	9	impact	impact	NOUN
aiti-8909	14	10	on	on	ADP
aiti-8909	14	11	the	the	DET
aiti-8909	14	12	vibratory	vibratory	NOUN
aiti-8909	14	13	[	[	X
aiti-8909	14	14	1	1	NUM
aiti-8909	14	15	-	-	SYM
aiti-8909	14	16	3	3	NUM
aiti-8909	14	17	]	]	PUNCT
aiti-8909	14	18	,	,	PUNCT
aiti-8909	14	19	static	static	ADJ
aiti-8909	14	20	[	[	X
aiti-8909	14	21	4	4	NUM
aiti-8909	14	22	-	-	SYM
aiti-8909	14	23	6	6	NUM
aiti-8909	14	24	]	]	PUNCT
aiti-8909	14	25	,	,	PUNCT
aiti-8909	14	26	and	and	CCONJ
aiti-8909	14	27	buckling	buckle	VERB
aiti-8909	14	28	[	[	X
aiti-8909	14	29	7	7	NUM
aiti-8909	14	30	-	-	SYM
aiti-8909	14	31	9	9	NUM
aiti-8909	14	32	]	]	X
aiti-8909	14	33	behavior	behavior	NOUN
aiti-8909	14	34	of	of	ADP
aiti-8909	14	35	structures	structure	NOUN
aiti-8909	14	36	.	.	PUNCT
aiti-8909	15	1	concerning	concern	VERB
aiti-8909	15	2	the	the	DET
aiti-8909	15	3	vibration	vibration	NOUN
aiti-8909	15	4	behavior	behavior	NOUN
aiti-8909	15	5	of	of	ADP
aiti-8909	15	6	structures	structure	NOUN
aiti-8909	15	7	,	,	PUNCT
aiti-8909	15	8	pham	pham	PROPN
aiti-8909	15	9	et	et	PROPN
aiti-8909	15	10	al	al	PROPN
aiti-8909	15	11	.	.	PUNCT
aiti-8909	16	1	[	[	X
aiti-8909	16	2	10	10	NUM
aiti-8909	16	3	]	]	PUNCT
aiti-8909	16	4	considered	consider	VERB
aiti-8909	16	5	plates	plate	NOUN
aiti-8909	16	6	that	that	PRON
aiti-8909	16	7	are	be	AUX
aiti-8909	16	8	completely	completely	ADV
aiti-8909	16	9	or	or	CCONJ
aiti-8909	16	10	partially	partially	ADV
aiti-8909	16	11	in	in	ADP
aiti-8909	16	12	contact	contact	NOUN
aiti-8909	16	13	with	with	ADP
aiti-8909	16	14	fluid	fluid	NOUN
aiti-8909	16	15	and	and	CCONJ
aiti-8909	16	16	analyzed	analyze	VERB
aiti-8909	16	17	them	they	PRON
aiti-8909	16	18	with	with	ADP
aiti-8909	16	19	isogeometric	isogeometric	ADJ
aiti-8909	16	20	analysis	analysis	NOUN
aiti-8909	16	21	(	(	PUNCT
aiti-8909	16	22	iga	iga	PROPN
aiti-8909	16	23	)	)	PUNCT
aiti-8909	16	24	for	for	ADP
aiti-8909	16	25	free	free	ADJ
aiti-8909	16	26	vibration	vibration	NOUN
aiti-8909	16	27	.	.	PUNCT
aiti-8909	17	1	pham	pham	PROPN
aiti-8909	17	2	et	et	PROPN
aiti-8909	17	3	al	al	PROPN
aiti-8909	17	4	.	.	PUNCT
aiti-8909	18	1	[	[	X
aiti-8909	18	2	11	11	NUM
aiti-8909	18	3	-	-	SYM
aiti-8909	18	4	12	12	NUM
aiti-8909	18	5	]	]	PUNCT
aiti-8909	18	6	used	use	VERB
aiti-8909	18	7	the	the	DET
aiti-8909	18	8	finite	finite	ADJ
aiti-8909	18	9	element	element	NOUN
aiti-8909	18	10	(	(	PUNCT
aiti-8909	18	11	fe	fe	NOUN
aiti-8909	18	12	)	)	PUNCT
aiti-8909	18	13	method	method	NOUN
aiti-8909	18	14	to	to	PART
aiti-8909	18	15	investigate	investigate	VERB
aiti-8909	18	16	the	the	DET
aiti-8909	18	17	hygro	hygro	NOUN
aiti-8909	18	18	-	-	PUNCT
aiti-8909	18	19	thermo	thermo	NOUN
aiti-8909	18	20	-	-	PUNCT
aiti-8909	18	21	mechanical	mechanical	ADJ
aiti-8909	18	22	vibration	vibration	NOUN
aiti-8909	18	23	of	of	ADP
aiti-8909	18	24	double	double	ADJ
aiti-8909	18	25	-	-	PUNCT
aiti-8909	18	26	curved	curve	VERB
aiti-8909	18	27	and	and	CCONJ
aiti-8909	18	28	functionally	functionally	ADV
aiti-8909	18	29	graded	grade	VERB
aiti-8909	18	30	porous	porous	ADJ
aiti-8909	18	31	(	(	PUNCT
aiti-8909	18	32	fgp	fgp	ADJ
aiti-8909	18	33	)	)	PUNCT
aiti-8909	18	34	sandwich	sandwich	NOUN
aiti-8909	18	35	plates	plate	NOUN
aiti-8909	18	36	as	as	ADV
aiti-8909	18	37	well	well	ADV
aiti-8909	18	38	as	as	ADP
aiti-8909	18	39	nanoplates	nanoplate	NOUN
aiti-8909	18	40	made	make	VERB
aiti-8909	18	41	of	of	ADP
aiti-8909	18	42	functionally	functionally	ADV
aiti-8909	18	43	graded	grade	VERB
aiti-8909	18	44	materials	material	NOUN
aiti-8909	18	45	(	(	PUNCT
aiti-8909	18	46	fgm	fgm	PROPN
aiti-8909	18	47	)	)	PUNCT
aiti-8909	18	48	.	.	PUNCT
aiti-8909	19	1	pham	pham	PROPN
aiti-8909	19	2	et	et	PROPN
aiti-8909	19	3	al	al	PROPN
aiti-8909	19	4	.	.	PUNCT
aiti-8909	20	1	[	[	X
aiti-8909	20	2	13	13	NUM
aiti-8909	20	3	]	]	PUNCT
aiti-8909	20	4	employed	employ	VERB
aiti-8909	20	5	the	the	DET
aiti-8909	20	6	es	es	VERB
aiti-8909	20	7	-	-	PUNCT
aiti-8909	20	8	mitc3	mitc3	ADJ
aiti-8909	20	9	element	element	NOUN
aiti-8909	20	10	to	to	PART
aiti-8909	20	11	analyze	analyze	VERB
aiti-8909	20	12	the	the	DET
aiti-8909	20	13	free	free	ADJ
aiti-8909	20	14	vibration	vibration	NOUN
aiti-8909	20	15	of	of	ADP
aiti-8909	20	16	fgp	fgp	ADJ
aiti-8909	20	17	annular	annular	ADJ
aiti-8909	20	18	-	-	PUNCT
aiti-8909	20	19	nanoplates	nanoplate	NOUN
aiti-8909	20	20	with	with	ADP
aiti-8909	20	21	non	non	ADJ
aiti-8909	20	22	-	-	ADJ
aiti-8909	20	23	uniform	uniform	ADJ
aiti-8909	20	24	thickness	thickness	NOUN
aiti-8909	20	25	.	.	PUNCT
aiti-8909	21	1	in	in	ADP
aiti-8909	21	2	addition	addition	NOUN
aiti-8909	21	3	,	,	PUNCT
aiti-8909	21	4	nguyen	nguyen	NOUN
aiti-8909	21	5	et	et	PROPN
aiti-8909	21	6	al	al	PROPN
aiti-8909	21	7	.	.	PUNCT
aiti-8909	22	1	[	[	X
aiti-8909	22	2	14	14	NUM
aiti-8909	22	3	]	]	PUNCT
aiti-8909	22	4	used	use	VERB
aiti-8909	22	5	the	the	DET
aiti-8909	22	6	es	es	VERB
aiti-8909	22	7	-	-	PUNCT
aiti-8909	22	8	mitc3	mitc3	ADJ
aiti-8909	22	9	element	element	NOUN
aiti-8909	22	10	to	to	PART
aiti-8909	22	11	investigate	investigate	VERB
aiti-8909	22	12	the	the	DET
aiti-8909	22	13	free	free	ADJ
aiti-8909	22	14	vibration	vibration	NOUN
aiti-8909	22	15	of	of	ADP
aiti-8909	22	16	fgp	fgp	ADJ
aiti-8909	22	17	plates	plate	NOUN
aiti-8909	22	18	positioned	position	VERB
aiti-8909	22	19	on	on	ADP
aiti-8909	22	20	partially	partially	ADV
aiti-8909	22	21	supported	support	VERB
aiti-8909	22	22	elastic	elastic	ADJ
aiti-8909	22	23	foundations	foundation	NOUN
aiti-8909	22	24	(	(	PUNCT
aiti-8909	22	25	psef	psef	PROPN
aiti-8909	22	26	)	)	PUNCT
aiti-8909	22	27	.	.	PUNCT
aiti-8909	23	1	rai	rai	PROPN
aiti-8909	24	1	[	[	X
aiti-8909	24	2	15	15	NUM
aiti-8909	24	3	]	]	PUNCT
aiti-8909	24	4	also	also	ADV
aiti-8909	24	5	used	use	VERB
aiti-8909	24	6	fe	fe	NOUN
aiti-8909	24	7	to	to	PART
aiti-8909	24	8	examine	examine	VERB
aiti-8909	24	9	the	the	DET
aiti-8909	24	10	nonlinear	nonlinear	ADJ
aiti-8909	24	11	behavior	behavior	NOUN
aiti-8909	24	12	of	of	ADP
aiti-8909	24	13	reinforced	reinforce	VERB
aiti-8909	24	14	concrete	concrete	NOUN
aiti-8909	24	15	(	(	PUNCT
aiti-8909	24	16	rc	rc	NOUN
aiti-8909	24	17	)	)	PUNCT
aiti-8909	24	18	deep	deep	ADJ
aiti-8909	24	19	beams	beam	NOUN
aiti-8909	24	20	.	.	PUNCT
aiti-8909	25	1	pham	pham	PROPN
aiti-8909	25	2	et	et	PROPN
aiti-8909	25	3	al	al	PROPN
aiti-8909	25	4	.	.	PUNCT
aiti-8909	26	1	[	[	X
aiti-8909	26	2	16	16	NUM
aiti-8909	26	3	]	]	PUNCT
aiti-8909	26	4	conducted	conduct	VERB
aiti-8909	26	5	a	a	DET
aiti-8909	26	6	monte	monte	PROPN
aiti-8909	26	7	carlo	carlo	PROPN
aiti-8909	26	8	simulation	simulation	PROPN
aiti-8909	26	9	using	use	VERB
aiti-8909	26	10	fe	fe	NOUN
aiti-8909	26	11	analysis	analysis	NOUN
aiti-8909	26	12	to	to	PART
aiti-8909	26	13	evaluate	evaluate	VERB
aiti-8909	26	14	the	the	DET
aiti-8909	26	15	natural	natural	ADJ
aiti-8909	26	16	frequency	frequency	NOUN
aiti-8909	26	17	of	of	ADP
aiti-8909	26	18	rc	rc	PROPN
aiti-8909	26	19	beams	beam	NOUN
aiti-8909	26	20	.	.	PUNCT
aiti-8909	27	1	the	the	DET
aiti-8909	27	2	free	free	ADJ
aiti-8909	27	3	vibration	vibration	NOUN
aiti-8909	27	4	of	of	ADP
aiti-8909	27	5	fgp	fgp	ADJ
aiti-8909	27	6	nanoplates	nanoplate	NOUN
aiti-8909	27	7	lying	lie	VERB
aiti-8909	27	8	on	on	ADP
aiti-8909	27	9	a	a	DET
aiti-8909	27	10	two	two	NUM
aiti-8909	27	11	-	-	PUNCT
aiti-8909	27	12	parameter	parameter	NOUN
aiti-8909	27	13	elastic	elastic	ADJ
aiti-8909	27	14	media	medium	NOUN
aiti-8909	27	15	foundation	foundation	NOUN
aiti-8909	27	16	was	be	AUX
aiti-8909	27	17	explored	explore	VERB
aiti-8909	27	18	by	by	ADP
aiti-8909	27	19	pham	pham	PROPN
aiti-8909	27	20	et	et	PROPN
aiti-8909	27	21	al	al	PROPN
aiti-8909	27	22	.	.	PUNCT
aiti-8909	28	1	[	[	X
aiti-8909	28	2	17	17	NUM
aiti-8909	28	3	]	]	PUNCT
aiti-8909	28	4	.	.	PUNCT
aiti-8909	29	1	*	*	PUNCT
aiti-8909	29	2	corresponding	correspond	VERB
aiti-8909	29	3	author	author	NOUN
aiti-8909	29	4	.	.	PUNCT
aiti-8909	30	1	e	e	X
aiti-8909	30	2	-	-	NOUN
aiti-8909	30	3	mail	mail	NOUN
aiti-8909	30	4	address	address	NOUN
aiti-8909	30	5	:	:	PUNCT
aiti-8909	30	6	mohamedrida.seba@univ-usto.dz	mohamedrida.seba@univ-usto.dz	PROPN
aiti-8909	30	7	advances	advance	VERB
aiti-8909	30	8	in	in	ADP
aiti-8909	30	9	technology	technology	NOUN
aiti-8909	30	10	innovation	innovation	NOUN
aiti-8909	30	11	,	,	PUNCT
aiti-8909	30	12	vol	vol	NOUN
aiti-8909	30	13	.	.	PROPN
aiti-8909	31	1	7	7	NUM
aiti-8909	31	2	,	,	PUNCT
aiti-8909	31	3	no	no	INTJ
aiti-8909	31	4	.	.	NOUN
aiti-8909	31	5	2	2	NUM
aiti-8909	31	6	,	,	PUNCT
aiti-8909	31	7	2022	2022	NUM
aiti-8909	31	8	,	,	PUNCT
aiti-8909	31	9	pp	pp	ADJ
aiti-8909	31	10	.	.	PUNCT
aiti-8909	32	1	131	131	NUM
aiti-8909	32	2	-	-	SYM
aiti-8909	32	3	142	142	NUM
aiti-8909	32	4	recently	recently	ADV
aiti-8909	32	5	,	,	PUNCT
aiti-8909	32	6	vibration	vibration	NOUN
aiti-8909	32	7	response	response	NOUN
aiti-8909	32	8	has	have	AUX
aiti-8909	32	9	emerged	emerge	VERB
aiti-8909	32	10	as	as	ADP
aiti-8909	32	11	an	an	DET
aiti-8909	32	12	essential	essential	ADJ
aiti-8909	32	13	technique	technique	NOUN
aiti-8909	32	14	in	in	ADP
aiti-8909	32	15	structural	structural	ADJ
aiti-8909	32	16	health	health	NOUN
aiti-8909	32	17	monitoring	monitoring	NOUN
aiti-8909	32	18	(	(	PUNCT
aiti-8909	32	19	shm	shm	NOUN
aiti-8909	32	20	)	)	PUNCT
aiti-8909	33	1	[	[	X
aiti-8909	33	2	18	18	NUM
aiti-8909	33	3	]	]	PUNCT
aiti-8909	33	4	.	.	PUNCT
aiti-8909	34	1	a	a	DET
aiti-8909	34	2	change	change	NOUN
aiti-8909	34	3	in	in	ADP
aiti-8909	34	4	a	a	DET
aiti-8909	34	5	structure	structure	NOUN
aiti-8909	34	6	’s	’s	PART
aiti-8909	34	7	natural	natural	ADJ
aiti-8909	34	8	frequency	frequency	NOUN
aiti-8909	34	9	is	be	AUX
aiti-8909	34	10	one	one	NUM
aiti-8909	34	11	of	of	ADP
aiti-8909	34	12	the	the	DET
aiti-8909	34	13	indicators	indicator	NOUN
aiti-8909	34	14	of	of	ADP
aiti-8909	34	15	a	a	DET
aiti-8909	34	16	change	change	NOUN
aiti-8909	34	17	in	in	ADP
aiti-8909	34	18	its	its	PRON
aiti-8909	34	19	mechanical	mechanical	ADJ
aiti-8909	34	20	or	or	CCONJ
aiti-8909	34	21	geometrical	geometrical	ADJ
aiti-8909	34	22	properties	property	NOUN
aiti-8909	34	23	or	or	CCONJ
aiti-8909	34	24	of	of	ADP
aiti-8909	34	25	the	the	DET
aiti-8909	34	26	presence	presence	NOUN
aiti-8909	34	27	of	of	ADP
aiti-8909	34	28	damage	damage	NOUN
aiti-8909	34	29	.	.	PUNCT
aiti-8909	35	1	several	several	ADJ
aiti-8909	35	2	researchers	researcher	NOUN
aiti-8909	35	3	have	have	AUX
aiti-8909	35	4	investigated	investigate	VERB
aiti-8909	35	5	natural	natural	ADJ
aiti-8909	35	6	frequency	frequency	NOUN
aiti-8909	35	7	to	to	PART
aiti-8909	35	8	detect	detect	VERB
aiti-8909	35	9	composite	composite	ADJ
aiti-8909	35	10	plate	plate	NOUN
aiti-8909	35	11	defects	defect	NOUN
aiti-8909	35	12	,	,	PUNCT
aiti-8909	35	13	such	such	ADJ
aiti-8909	35	14	as	as	ADP
aiti-8909	35	15	delamination	delamination	NOUN
aiti-8909	35	16	[	[	X
aiti-8909	35	17	19	19	NUM
aiti-8909	35	18	-	-	SYM
aiti-8909	35	19	20	20	NUM
aiti-8909	35	20	]	]	PUNCT
aiti-8909	35	21	and	and	CCONJ
aiti-8909	35	22	cracks	crack	NOUN
aiti-8909	35	23	[	[	PUNCT
aiti-8909	35	24	21	21	NUM
aiti-8909	35	25	-	-	SYM
aiti-8909	35	26	22	22	NUM
aiti-8909	35	27	]	]	PUNCT
aiti-8909	35	28	.	.	PUNCT
aiti-8909	36	1	nowadays	nowadays	ADV
aiti-8909	36	2	,	,	PUNCT
aiti-8909	36	3	the	the	DET
aiti-8909	36	4	influence	influence	NOUN
aiti-8909	36	5	of	of	ADP
aiti-8909	36	6	cutouts	cutout	NOUN
aiti-8909	36	7	on	on	ADP
aiti-8909	36	8	composite	composite	ADJ
aiti-8909	36	9	laminates	laminate	NOUN
aiti-8909	36	10	is	be	AUX
aiti-8909	36	11	studied	study	VERB
aiti-8909	36	12	mainly	mainly	ADV
aiti-8909	36	13	using	use	VERB
aiti-8909	36	14	numerical	numerical	ADJ
aiti-8909	36	15	analysis	analysis	NOUN
aiti-8909	36	16	,	,	PUNCT
aiti-8909	36	17	with	with	ADP
aiti-8909	36	18	the	the	DET
aiti-8909	36	19	fe	fe	NOUN
aiti-8909	36	20	analysis	analysis	NOUN
aiti-8909	36	21	more	more	ADV
aiti-8909	36	22	specifically	specifically	ADV
aiti-8909	36	23	.	.	PUNCT
aiti-8909	37	1	sivakumar	sivakumar	PROPN
aiti-8909	37	2	et	et	PROPN
aiti-8909	37	3	al	al	PROPN
aiti-8909	37	4	.	.	PUNCT
aiti-8909	38	1	[	[	X
aiti-8909	38	2	23	23	NUM
aiti-8909	38	3	]	]	PUNCT
aiti-8909	38	4	presented	present	VERB
aiti-8909	38	5	a	a	DET
aiti-8909	38	6	ritz	ritz	PROPN
aiti-8909	38	7	fe	fe	PROPN
aiti-8909	38	8	model	model	NOUN
aiti-8909	38	9	to	to	PART
aiti-8909	38	10	analyze	analyze	VERB
aiti-8909	38	11	the	the	DET
aiti-8909	38	12	free	free	ADJ
aiti-8909	38	13	vibration	vibration	NOUN
aiti-8909	38	14	of	of	ADP
aiti-8909	38	15	laminates	laminate	NOUN
aiti-8909	38	16	with	with	ADP
aiti-8909	38	17	cutouts	cutout	NOUN
aiti-8909	38	18	.	.	PUNCT
aiti-8909	39	1	ovesy	ovesy	ADJ
aiti-8909	39	2	and	and	CCONJ
aiti-8909	39	3	fazilati	fazilati	NOUN
aiti-8909	40	1	[	[	X
aiti-8909	40	2	24	24	NUM
aiti-8909	40	3	]	]	PUNCT
aiti-8909	40	4	proposed	propose	VERB
aiti-8909	40	5	two	two	NUM
aiti-8909	40	6	variants	variant	NOUN
aiti-8909	40	7	of	of	ADP
aiti-8909	40	8	the	the	DET
aiti-8909	40	9	finite	finite	PROPN
aiti-8909	40	10	strip	strip	PROPN
aiti-8909	40	11	method	method	NOUN
aiti-8909	40	12	(	(	PUNCT
aiti-8909	40	13	fsm	fsm	PROPN
aiti-8909	40	14	)	)	PUNCT
aiti-8909	40	15	for	for	ADP
aiti-8909	40	16	analyzing	analyze	VERB
aiti-8909	40	17	the	the	DET
aiti-8909	40	18	free	free	ADJ
aiti-8909	40	19	vibration	vibration	NOUN
aiti-8909	40	20	of	of	ADP
aiti-8909	40	21	composite	composite	ADJ
aiti-8909	40	22	plates	plate	NOUN
aiti-8909	40	23	with	with	ADP
aiti-8909	40	24	cutouts	cutout	NOUN
aiti-8909	40	25	.	.	PUNCT
aiti-8909	41	1	venkatachari	venkatachari	PROPN
aiti-8909	41	2	et	et	PROPN
aiti-8909	41	3	al	al	PROPN
aiti-8909	41	4	.	.	PUNCT
aiti-8909	42	1	[	[	X
aiti-8909	42	2	25	25	NUM
aiti-8909	42	3	]	]	PUNCT
aiti-8909	42	4	used	use	VERB
aiti-8909	42	5	the	the	DET
aiti-8909	42	6	extended	extended	ADJ
aiti-8909	42	7	fe	fe	NOUN
aiti-8909	42	8	technique	technique	NOUN
aiti-8909	42	9	to	to	PART
aiti-8909	42	10	investigate	investigate	VERB
aiti-8909	42	11	the	the	DET
aiti-8909	42	12	impact	impact	NOUN
aiti-8909	42	13	of	of	ADP
aiti-8909	42	14	environmental	environmental	ADJ
aiti-8909	42	15	factors	factor	NOUN
aiti-8909	42	16	on	on	ADP
aiti-8909	42	17	the	the	DET
aiti-8909	42	18	free	free	ADJ
aiti-8909	42	19	vibration	vibration	NOUN
aiti-8909	42	20	of	of	ADP
aiti-8909	42	21	structures	structure	NOUN
aiti-8909	42	22	.	.	PUNCT
aiti-8909	43	1	boay	boay	VERB
aiti-8909	44	1	[	[	X
aiti-8909	44	2	1	1	X
aiti-8909	44	3	]	]	PUNCT
aiti-8909	44	4	developed	develop	VERB
aiti-8909	44	5	an	an	DET
aiti-8909	44	6	fe	fe	NOUN
aiti-8909	44	7	method	method	NOUN
aiti-8909	44	8	for	for	ADP
aiti-8909	44	9	calculating	calculate	VERB
aiti-8909	44	10	the	the	DET
aiti-8909	44	11	free	free	ADJ
aiti-8909	44	12	vibration	vibration	NOUN
aiti-8909	44	13	of	of	ADP
aiti-8909	44	14	symmetric	symmetric	ADJ
aiti-8909	44	15	laminated	laminate	VERB
aiti-8909	44	16	composite	composite	ADJ
aiti-8909	44	17	plates	plate	NOUN
aiti-8909	44	18	with	with	ADP
aiti-8909	44	19	a	a	DET
aiti-8909	44	20	central	central	ADJ
aiti-8909	44	21	hole	hole	NOUN
aiti-8909	44	22	.	.	PUNCT
aiti-8909	45	1	artificial	artificial	ADJ
aiti-8909	45	2	neural	neural	ADJ
aiti-8909	45	3	network	network	NOUN
aiti-8909	45	4	(	(	PUNCT
aiti-8909	45	5	ann	ann	PROPN
aiti-8909	45	6	)	)	PUNCT
aiti-8909	45	7	is	be	AUX
aiti-8909	45	8	an	an	DET
aiti-8909	45	9	artificial	artificial	ADJ
aiti-8909	45	10	intelligence	intelligence	NOUN
aiti-8909	45	11	technology	technology	NOUN
aiti-8909	45	12	widely	widely	ADV
aiti-8909	45	13	used	use	VERB
aiti-8909	45	14	for	for	ADP
aiti-8909	45	15	prediction	prediction	NOUN
aiti-8909	45	16	in	in	ADP
aiti-8909	45	17	a	a	DET
aiti-8909	45	18	variety	variety	NOUN
aiti-8909	45	19	of	of	ADP
aiti-8909	45	20	engineering	engineering	NOUN
aiti-8909	45	21	fields	field	NOUN
aiti-8909	45	22	.	.	PUNCT
aiti-8909	46	1	several	several	ADJ
aiti-8909	46	2	studies	study	NOUN
aiti-8909	46	3	in	in	ADP
aiti-8909	46	4	different	different	ADJ
aiti-8909	46	5	fields	field	NOUN
aiti-8909	46	6	are	be	AUX
aiti-8909	46	7	presented	present	VERB
aiti-8909	46	8	here	here	ADV
aiti-8909	46	9	.	.	PUNCT
aiti-8909	47	1	truong	truong	PROPN
aiti-8909	47	2	et	et	PROPN
aiti-8909	47	3	al	al	PROPN
aiti-8909	47	4	.	.	PUNCT
aiti-8909	48	1	[	[	X
aiti-8909	48	2	26	26	NUM
aiti-8909	48	3	]	]	PUNCT
aiti-8909	48	4	integrated	integrate	VERB
aiti-8909	48	5	ann	ann	PROPN
aiti-8909	48	6	with	with	ADP
aiti-8909	48	7	differential	differential	ADJ
aiti-8909	48	8	evolution	evolution	NOUN
aiti-8909	48	9	(	(	PUNCT
aiti-8909	48	10	de	de	NOUN
aiti-8909	48	11	)	)	PUNCT
aiti-8909	48	12	to	to	PART
aiti-8909	48	13	optimize	optimize	VERB
aiti-8909	48	14	the	the	DET
aiti-8909	48	15	material	material	NOUN
aiti-8909	48	16	distribution	distribution	NOUN
aiti-8909	48	17	of	of	ADP
aiti-8909	48	18	bidirectional	bidirectional	NOUN
aiti-8909	48	19	functionally	functionally	ADV
aiti-8909	48	20	graded	grade	VERB
aiti-8909	48	21	(	(	PUNCT
aiti-8909	48	22	bfg	bfg	NOUN
aiti-8909	48	23	)	)	PUNCT
aiti-8909	48	24	beams	beam	NOUN
aiti-8909	48	25	in	in	ADP
aiti-8909	48	26	free	free	ADJ
aiti-8909	48	27	vibration	vibration	NOUN
aiti-8909	48	28	.	.	PUNCT
aiti-8909	49	1	yildirim	yildirim	NOUN
aiti-8909	50	1	[	[	X
aiti-8909	50	2	27	27	NUM
aiti-8909	50	3	]	]	PUNCT
aiti-8909	50	4	investigated	investigate	VERB
aiti-8909	50	5	the	the	DET
aiti-8909	50	6	free	free	ADJ
aiti-8909	50	7	vibration	vibration	NOUN
aiti-8909	50	8	of	of	ADP
aiti-8909	50	9	axially	axially	ADV
aiti-8909	50	10	functionally	functionally	ADV
aiti-8909	50	11	graded	grade	VERB
aiti-8909	50	12	(	(	PUNCT
aiti-8909	50	13	afg	afg	NOUN
aiti-8909	50	14	)	)	PUNCT
aiti-8909	50	15	and	and	CCONJ
aiti-8909	50	16	transversely	transversely	ADV
aiti-8909	50	17	functionally	functionally	ADV
aiti-8909	50	18	graded	grade	VERB
aiti-8909	50	19	(	(	PUNCT
aiti-8909	50	20	tfg	tfg	NOUN
aiti-8909	50	21	)	)	PUNCT
aiti-8909	50	22	beams	beam	NOUN
aiti-8909	50	23	using	use	VERB
aiti-8909	50	24	the	the	DET
aiti-8909	50	25	ann	ann	PROPN
aiti-8909	50	26	model	model	NOUN
aiti-8909	50	27	.	.	PUNCT
aiti-8909	51	1	furthermore	furthermore	ADV
aiti-8909	51	2	,	,	PUNCT
aiti-8909	51	3	for	for	ADP
aiti-8909	51	4	fgm	fgm	PROPN
aiti-8909	51	5	beams	beam	NOUN
aiti-8909	51	6	with	with	ADP
aiti-8909	51	7	varied	varied	ADJ
aiti-8909	51	8	gradation	gradation	NOUN
aiti-8909	51	9	orientations	orientation	NOUN
aiti-8909	51	10	and	and	CCONJ
aiti-8909	51	11	layer	layer	NOUN
aiti-8909	51	12	counts	count	NOUN
aiti-8909	51	13	,	,	PUNCT
aiti-8909	51	14	the	the	DET
aiti-8909	51	15	natural	natural	ADJ
aiti-8909	51	16	frequency	frequency	NOUN
aiti-8909	51	17	was	be	AUX
aiti-8909	51	18	estimated	estimate	VERB
aiti-8909	51	19	using	use	VERB
aiti-8909	51	20	the	the	DET
aiti-8909	51	21	fe	fe	PROPN
aiti-8909	51	22	approach	approach	NOUN
aiti-8909	51	23	.	.	PUNCT
aiti-8909	52	1	to	to	PART
aiti-8909	52	2	analyze	analyze	VERB
aiti-8909	52	3	functionally	functionally	ADV
aiti-8909	52	4	graded	grade	VERB
aiti-8909	52	5	annular	annular	ADJ
aiti-8909	52	6	plates	plate	NOUN
aiti-8909	52	7	under	under	ADP
aiti-8909	52	8	various	various	ADJ
aiti-8909	52	9	boundary	boundary	ADJ
aiti-8909	52	10	conditions	condition	NOUN
aiti-8909	52	11	,	,	PUNCT
aiti-8909	52	12	jodaei	jodaei	NOUN
aiti-8909	52	13	et	et	PROPN
aiti-8909	52	14	al	al	PROPN
aiti-8909	52	15	.	.	PUNCT
aiti-8909	53	1	[	[	X
aiti-8909	53	2	28	28	NUM
aiti-8909	53	3	]	]	PUNCT
aiti-8909	53	4	applied	apply	VERB
aiti-8909	53	5	both	both	CCONJ
aiti-8909	53	6	the	the	DET
aiti-8909	53	7	differential	differential	ADJ
aiti-8909	53	8	quadrature	quadrature	NOUN
aiti-8909	53	9	and	and	CCONJ
aiti-8909	53	10	ann	ann	PROPN
aiti-8909	53	11	techniques	technique	NOUN
aiti-8909	53	12	.	.	PUNCT
aiti-8909	54	1	tran	tran	PROPN
aiti-8909	54	2	et	et	PROPN
aiti-8909	54	3	al	al	PROPN
aiti-8909	54	4	.	.	PUNCT
aiti-8909	55	1	[	[	X
aiti-8909	55	2	29	29	NUM
aiti-8909	55	3	]	]	PUNCT
aiti-8909	55	4	developed	develop	VERB
aiti-8909	55	5	an	an	DET
aiti-8909	55	6	ann	ann	PROPN
aiti-8909	55	7	model	model	NOUN
aiti-8909	55	8	to	to	PART
aiti-8909	55	9	forecast	forecast	VERB
aiti-8909	55	10	the	the	DET
aiti-8909	55	11	fundamental	fundamental	ADJ
aiti-8909	55	12	frequency	frequency	NOUN
aiti-8909	55	13	of	of	ADP
aiti-8909	55	14	fgm	fgm	PROPN
aiti-8909	55	15	plates	plate	NOUN
aiti-8909	55	16	by	by	ADP
aiti-8909	55	17	fe	fe	NOUN
aiti-8909	55	18	in	in	ADP
aiti-8909	55	19	a	a	DET
aiti-8909	55	20	thermal	thermal	ADJ
aiti-8909	55	21	environment	environment	NOUN
aiti-8909	55	22	using	use	VERB
aiti-8909	55	23	the	the	DET
aiti-8909	55	24	es	es	VERB
aiti-8909	55	25	-	-	PUNCT
aiti-8909	55	26	mitc3	mitc3	NOUN
aiti-8909	55	27	element	element	NOUN
aiti-8909	55	28	.	.	PUNCT
aiti-8909	56	1	due	due	ADP
aiti-8909	56	2	to	to	ADP
aiti-8909	56	3	the	the	DET
aiti-8909	56	4	intricacy	intricacy	NOUN
aiti-8909	56	5	of	of	ADP
aiti-8909	56	6	laminated	laminated	ADJ
aiti-8909	56	7	composites	composite	NOUN
aiti-8909	56	8	with	with	ADP
aiti-8909	56	9	cutouts	cutout	NOUN
aiti-8909	56	10	,	,	PUNCT
aiti-8909	56	11	artificial	artificial	ADJ
aiti-8909	56	12	intelligence	intelligence	NOUN
aiti-8909	56	13	was	be	AUX
aiti-8909	56	14	introduced	introduce	VERB
aiti-8909	56	15	to	to	PART
aiti-8909	56	16	detect	detect	VERB
aiti-8909	56	17	changes	change	NOUN
aiti-8909	56	18	in	in	ADP
aiti-8909	56	19	natural	natural	ADJ
aiti-8909	56	20	frequency	frequency	NOUN
aiti-8909	56	21	(	(	PUNCT
aiti-8909	56	22	i.e.	i.e.	X
aiti-8909	56	23	,	,	PUNCT
aiti-8909	56	24	mechanical	mechanical	ADJ
aiti-8909	56	25	and	and	CCONJ
aiti-8909	56	26	geometrical	geometrical	ADJ
aiti-8909	56	27	changes	change	NOUN
aiti-8909	56	28	in	in	ADP
aiti-8909	56	29	the	the	DET
aiti-8909	56	30	structures	structure	NOUN
aiti-8909	56	31	)	)	PUNCT
aiti-8909	56	32	.	.	PUNCT
aiti-8909	57	1	reddy	reddy	PROPN
aiti-8909	58	1	[	[	X
aiti-8909	58	2	30	30	NUM
aiti-8909	58	3	]	]	PUNCT
aiti-8909	58	4	proposed	propose	VERB
aiti-8909	58	5	a	a	DET
aiti-8909	58	6	method	method	NOUN
aiti-8909	58	7	for	for	ADP
aiti-8909	58	8	predicting	predict	VERB
aiti-8909	58	9	the	the	DET
aiti-8909	58	10	natural	natural	ADJ
aiti-8909	58	11	frequency	frequency	NOUN
aiti-8909	58	12	of	of	ADP
aiti-8909	58	13	laminated	laminate	VERB
aiti-8909	58	14	composite	composite	ADJ
aiti-8909	58	15	plates	plate	NOUN
aiti-8909	58	16	using	use	VERB
aiti-8909	58	17	ann	ann	PROPN
aiti-8909	58	18	under	under	ADP
aiti-8909	58	19	clamped	clamp	VERB
aiti-8909	58	20	boundary	boundary	ADJ
aiti-8909	58	21	conditions	condition	NOUN
aiti-8909	58	22	.	.	PUNCT
aiti-8909	59	1	altabey	altabey	VERB
aiti-8909	60	1	[	[	X
aiti-8909	60	2	31	31	NUM
aiti-8909	60	3	]	]	PUNCT
aiti-8909	60	4	predicted	predict	VERB
aiti-8909	60	5	changes	change	NOUN
aiti-8909	60	6	in	in	ADP
aiti-8909	60	7	the	the	DET
aiti-8909	60	8	natural	natural	ADJ
aiti-8909	60	9	frequency	frequency	NOUN
aiti-8909	60	10	of	of	ADP
aiti-8909	60	11	plates	plate	NOUN
aiti-8909	60	12	supported	support	VERB
aiti-8909	60	13	elastically	elastically	ADV
aiti-8909	60	14	.	.	PUNCT
aiti-8909	61	1	timchenko	timchenko	ADJ
aiti-8909	61	2	and	and	CCONJ
aiti-8909	61	3	osetrov	osetrov	PRON
aiti-8909	62	1	[	[	X
aiti-8909	62	2	32	32	NUM
aiti-8909	62	3	]	]	PUNCT
aiti-8909	62	4	proposed	propose	VERB
aiti-8909	62	5	convolutional	convolutional	ADJ
aiti-8909	62	6	neural	neural	ADJ
aiti-8909	62	7	networks	network	NOUN
aiti-8909	62	8	(	(	PUNCT
aiti-8909	62	9	cnn	cnn	PROPN
aiti-8909	62	10	)	)	PUNCT
aiti-8909	62	11	for	for	ADP
aiti-8909	62	12	predicting	predict	VERB
aiti-8909	62	13	the	the	DET
aiti-8909	62	14	natural	natural	ADJ
aiti-8909	62	15	frequency	frequency	NOUN
aiti-8909	62	16	of	of	ADP
aiti-8909	62	17	composite	composite	ADJ
aiti-8909	62	18	plates	plate	NOUN
aiti-8909	62	19	.	.	PUNCT
aiti-8909	63	1	ann	ann	PROPN
aiti-8909	63	2	was	be	AUX
aiti-8909	63	3	also	also	ADV
aiti-8909	63	4	used	use	VERB
aiti-8909	63	5	to	to	PART
aiti-8909	63	6	evaluate	evaluate	VERB
aiti-8909	63	7	the	the	DET
aiti-8909	63	8	environmental	environmental	ADJ
aiti-8909	63	9	effect	effect	NOUN
aiti-8909	63	10	on	on	ADP
aiti-8909	63	11	the	the	DET
aiti-8909	63	12	vibrational	vibrational	ADJ
aiti-8909	63	13	response	response	NOUN
aiti-8909	63	14	of	of	ADP
aiti-8909	63	15	a	a	DET
aiti-8909	63	16	skew	skew	ADJ
aiti-8909	63	17	composite	composite	ADJ
aiti-8909	63	18	laminated	laminate	VERB
aiti-8909	63	19	sandwich	sandwich	NOUN
aiti-8909	63	20	plate	plate	NOUN
aiti-8909	64	1	[	[	X
aiti-8909	64	2	33	33	NUM
aiti-8909	64	3	]	]	PUNCT
aiti-8909	64	4	.	.	PUNCT
aiti-8909	65	1	based	base	VERB
aiti-8909	65	2	on	on	ADP
aiti-8909	65	3	the	the	DET
aiti-8909	65	4	findings	finding	NOUN
aiti-8909	65	5	of	of	ADP
aiti-8909	65	6	previous	previous	ADJ
aiti-8909	65	7	studies	study	NOUN
aiti-8909	65	8	,	,	PUNCT
aiti-8909	65	9	this	this	DET
aiti-8909	65	10	work	work	NOUN
aiti-8909	65	11	aims	aim	VERB
aiti-8909	65	12	to	to	PART
aiti-8909	65	13	expand	expand	VERB
aiti-8909	65	14	the	the	DET
aiti-8909	65	15	use	use	NOUN
aiti-8909	65	16	of	of	ADP
aiti-8909	65	17	the	the	DET
aiti-8909	65	18	fe	fe	PROPN
aiti-8909	65	19	model	model	NOUN
aiti-8909	65	20	to	to	PART
aiti-8909	65	21	analyze	analyze	VERB
aiti-8909	65	22	the	the	DET
aiti-8909	65	23	free	free	ADJ
aiti-8909	65	24	vibration	vibration	NOUN
aiti-8909	65	25	of	of	ADP
aiti-8909	65	26	nonlinear	nonlinear	ADJ
aiti-8909	65	27	layered	layered	ADJ
aiti-8909	65	28	plates	plate	NOUN
aiti-8909	65	29	with	with	ADP
aiti-8909	65	30	eccentric	eccentric	ADJ
aiti-8909	65	31	square	square	ADJ
aiti-8909	65	32	cutouts	cutout	NOUN
aiti-8909	65	33	under	under	ADP
aiti-8909	65	34	clamped	clamp	VERB
aiti-8909	65	35	-	-	PUNCT
aiti-8909	65	36	free	free	ADJ
aiti-8909	65	37	(	(	PUNCT
aiti-8909	65	38	cfff	cfff	ADJ
aiti-8909	65	39	)	)	PUNCT
aiti-8909	65	40	boundary	boundary	ADJ
aiti-8909	65	41	conditions	condition	NOUN
aiti-8909	65	42	.	.	PUNCT
aiti-8909	66	1	the	the	DET
aiti-8909	66	2	study	study	NOUN
aiti-8909	66	3	of	of	ADP
aiti-8909	66	4	several	several	ADJ
aiti-8909	66	5	parameters	parameter	NOUN
aiti-8909	66	6	,	,	PUNCT
aiti-8909	66	7	such	such	ADJ
aiti-8909	66	8	as	as	ADP
aiti-8909	66	9	cutout	cutout	NOUN
aiti-8909	66	10	size	size	NOUN
aiti-8909	66	11	ratio	ratio	NOUN
aiti-8909	66	12	(	(	PUNCT
aiti-8909	66	13	d	d	NOUN
aiti-8909	66	14	/	/	SYM
aiti-8909	66	15	a	a	NOUN
aiti-8909	66	16	)	)	PUNCT
aiti-8909	66	17	,	,	PUNCT
aiti-8909	66	18	number	number	NOUN
aiti-8909	66	19	of	of	ADP
aiti-8909	66	20	cutouts	cutout	NOUN
aiti-8909	66	21	,	,	PUNCT
aiti-8909	66	22	modular	modular	ADJ
aiti-8909	66	23	ratio	ratio	NOUN
aiti-8909	66	24	(	(	PUNCT
aiti-8909	66	25	e1	e1	PROPN
aiti-8909	66	26	/	/	SYM
aiti-8909	66	27	e2	e2	PROPN
aiti-8909	66	28	)	)	PUNCT
aiti-8909	66	29	,	,	PUNCT
aiti-8909	66	30	length	length	NOUN
aiti-8909	66	31	-	-	PUNCT
aiti-8909	66	32	to	to	ADP
aiti-8909	66	33	-	-	PUNCT
aiti-8909	66	34	width	width	NOUN
aiti-8909	66	35	ratio	ratio	NOUN
aiti-8909	66	36	(	(	PUNCT
aiti-8909	66	37	a	a	PROPN
aiti-8909	66	38	/	/	SYM
aiti-8909	66	39	b	b	NOUN
aiti-8909	66	40	)	)	PUNCT
aiti-8909	66	41	,	,	PUNCT
aiti-8909	66	42	and	and	CCONJ
aiti-8909	66	43	thickness	thickness	NOUN
aiti-8909	66	44	ratio	ratio	NOUN
aiti-8909	66	45	(	(	PUNCT
aiti-8909	66	46	h	h	NOUN
aiti-8909	66	47	/	/	SYM
aiti-8909	66	48	a	a	NOUN
aiti-8909	66	49	)	)	PUNCT
aiti-8909	66	50	,	,	PUNCT
aiti-8909	66	51	is	be	AUX
aiti-8909	66	52	carried	carry	VERB
aiti-8909	66	53	out	out	ADP
aiti-8909	66	54	using	use	VERB
aiti-8909	66	55	the	the	DET
aiti-8909	66	56	fe	fe	PROPN
aiti-8909	66	57	software	software	NOUN
aiti-8909	66	58	.	.	PUNCT
aiti-8909	67	1	the	the	DET
aiti-8909	67	2	results	result	NOUN
aiti-8909	67	3	of	of	ADP
aiti-8909	67	4	the	the	DET
aiti-8909	67	5	fe	fe	NOUN
aiti-8909	67	6	model	model	NOUN
aiti-8909	67	7	are	be	AUX
aiti-8909	67	8	used	use	VERB
aiti-8909	67	9	to	to	PART
aiti-8909	67	10	develop	develop	VERB
aiti-8909	67	11	an	an	DET
aiti-8909	67	12	ann	ann	PROPN
aiti-8909	67	13	model	model	NOUN
aiti-8909	67	14	to	to	PART
aiti-8909	67	15	predict	predict	VERB
aiti-8909	67	16	natural	natural	ADJ
aiti-8909	67	17	frequency	frequency	NOUN
aiti-8909	67	18	.	.	PUNCT
aiti-8909	68	1	the	the	DET
aiti-8909	68	2	strategy	strategy	NOUN
aiti-8909	68	3	is	be	AUX
aiti-8909	68	4	to	to	PART
aiti-8909	68	5	use	use	VERB
aiti-8909	68	6	240	240	NUM
aiti-8909	68	7	data	datum	NOUN
aiti-8909	68	8	points	point	NOUN
aiti-8909	68	9	to	to	PART
aiti-8909	68	10	train	train	VERB
aiti-8909	68	11	,	,	PUNCT
aiti-8909	68	12	test	test	NOUN
aiti-8909	68	13	,	,	PUNCT
aiti-8909	68	14	and	and	CCONJ
aiti-8909	68	15	validate	validate	VERB
aiti-8909	68	16	the	the	DET
aiti-8909	68	17	developed	develop	VERB
aiti-8909	68	18	model	model	NOUN
aiti-8909	68	19	.	.	PUNCT
aiti-8909	69	1	the	the	DET
aiti-8909	69	2	study	study	NOUN
aiti-8909	69	3	is	be	AUX
aiti-8909	69	4	limited	limit	VERB
aiti-8909	69	5	to	to	ADP
aiti-8909	69	6	the	the	DET
aiti-8909	69	7	first	first	ADJ
aiti-8909	69	8	two	two	NUM
aiti-8909	69	9	modes	mode	NOUN
aiti-8909	69	10	of	of	ADP
aiti-8909	69	11	vibration	vibration	NOUN
aiti-8909	69	12	.	.	PUNCT
aiti-8909	70	1	the	the	DET
aiti-8909	70	2	influence	influence	NOUN
aiti-8909	70	3	of	of	ADP
aiti-8909	70	4	cutout	cutout	NOUN
aiti-8909	70	5	size	size	NOUN
aiti-8909	70	6	,	,	PUNCT
aiti-8909	70	7	number	number	NOUN
aiti-8909	70	8	,	,	PUNCT
aiti-8909	70	9	and	and	CCONJ
aiti-8909	70	10	modular	modular	ADJ
aiti-8909	70	11	ratio	ratio	NOUN
aiti-8909	70	12	on	on	ADP
aiti-8909	70	13	the	the	DET
aiti-8909	70	14	natural	natural	ADJ
aiti-8909	70	15	frequency	frequency	NOUN
aiti-8909	70	16	is	be	AUX
aiti-8909	70	17	then	then	ADV
aiti-8909	70	18	studied	study	VERB
aiti-8909	70	19	in	in	ADP
aiti-8909	70	20	a	a	DET
aiti-8909	70	21	more	more	ADV
aiti-8909	70	22	general	general	ADJ
aiti-8909	70	23	scope	scope	NOUN
aiti-8909	70	24	.	.	PUNCT
aiti-8909	71	1	2	2	X
aiti-8909	71	2	.	.	X
aiti-8909	71	3	the	the	DET
aiti-8909	71	4	fe	fe	PROPN
aiti-8909	71	5	model	model	NOUN
aiti-8909	71	6	2.1	2.1	NUM
aiti-8909	71	7	.	.	PUNCT
aiti-8909	72	1	free	free	ADJ
aiti-8909	72	2	vibration	vibration	NOUN
aiti-8909	72	3	analysis	analysis	NOUN
aiti-8909	72	4	the	the	DET
aiti-8909	72	5	free	free	ADJ
aiti-8909	72	6	vibration	vibration	NOUN
aiti-8909	72	7	analysis	analysis	NOUN
aiti-8909	72	8	of	of	ADP
aiti-8909	72	9	structures	structure	NOUN
aiti-8909	72	10	requires	require	VERB
aiti-8909	72	11	the	the	DET
aiti-8909	72	12	solution	solution	NOUN
aiti-8909	72	13	of	of	ADP
aiti-8909	72	14	the	the	DET
aiti-8909	72	15	following	follow	VERB
aiti-8909	72	16	equation	equation	NOUN
aiti-8909	72	17	,	,	PUNCT
aiti-8909	72	18	called	call	VERB
aiti-8909	72	19	the	the	DET
aiti-8909	72	20	eigenvalue	eigenvalue	PROPN
aiti-8909	72	21	problem	problem	NOUN
aiti-8909	72	22	.	.	PUNCT
aiti-8909	73	1	the	the	DET
aiti-8909	73	2	frequency	frequency	NOUN
aiti-8909	73	3	of	of	ADP
aiti-8909	73	4	plates	plate	NOUN
aiti-8909	73	5	can	can	AUX
aiti-8909	73	6	be	be	AUX
aiti-8909	73	7	obtained	obtain	VERB
aiti-8909	73	8	easily	easily	ADV
aiti-8909	73	9	by	by	ADP
aiti-8909	73	10	the	the	DET
aiti-8909	73	11	solution	solution	NOUN
aiti-8909	73	12	of	of	ADP
aiti-8909	73	13	the	the	DET
aiti-8909	73	14	standard	standard	ADJ
aiti-8909	73	15	characteristic	characteristic	ADJ
aiti-8909	73	16	equation	equation	NOUN
aiti-8909	73	17	:	:	PUNCT
aiti-8909	73	18	2	2	NUM
aiti-8909	73	19	[	[	PUNCT
aiti-8909	73	20	]	]	X
aiti-8909	73	21	{	{	PUNCT
aiti-8909	73	22	}	}	PUNCT
aiti-8909	73	23	[	[	PUNCT
aiti-8909	73	24	]	]	X
aiti-8909	73	25	{	{	PUNCT
aiti-8909	73	26	}	}	PUNCT
aiti-8909	73	27	{	{	PUNCT
aiti-8909	73	28	0}k	0}k	PROPN
aiti-8909	73	29	m∏	m∏	PROPN
aiti-8909	73	30	−	−	PROPN
aiti-8909	74	1	∏	∏	PROPN
aiti-8909	74	2	=	=	SYM
aiti-8909	74	3	ω	ω	PROPN
aiti-8909	74	4	(	(	PUNCT
aiti-8909	74	5	1	1	NUM
aiti-8909	74	6	)	)	PUNCT
aiti-8909	74	7	where	where	SCONJ
aiti-8909	74	8	�	�	PROPN
aiti-8909	74	9	∏	∏	PROPN
aiti-8909	74	10	�	�	PROPN
aiti-8909	74	11	denotes	denote	VERB
aiti-8909	74	12	the	the	DET
aiti-8909	74	13	transverse	transverse	ADJ
aiti-8909	74	14	displacement	displacement	NOUN
aiti-8909	74	15	vector	vector	NOUN
aiti-8909	74	16	,	,	PUNCT
aiti-8909	74	17	k	k	PROPN
aiti-8909	74	18	is	be	AUX
aiti-8909	74	19	the	the	DET
aiti-8909	74	20	stiffness	stiffness	ADJ
aiti-8909	74	21	matrix	matrix	NOUN
aiti-8909	74	22	,	,	PUNCT
aiti-8909	74	23	and	and	CCONJ
aiti-8909	74	24	m	m	PROPN
aiti-8909	74	25	is	be	AUX
aiti-8909	74	26	the	the	DET
aiti-8909	74	27	mass	mass	ADJ
aiti-8909	74	28	matrix	matrix	NOUN
aiti-8909	74	29	.	.	PUNCT
aiti-8909	75	1	the	the	DET
aiti-8909	75	2	formula	formula	NOUN
aiti-8909	75	3	can	can	AUX
aiti-8909	75	4	be	be	AUX
aiti-8909	75	5	directly	directly	ADV
aiti-8909	75	6	used	use	VERB
aiti-8909	75	7	to	to	PART
aiti-8909	75	8	calculate	calculate	VERB
aiti-8909	75	9	the	the	DET
aiti-8909	75	10	natural	natural	ADJ
aiti-8909	75	11	frequency	frequency	NOUN
aiti-8909	75	12	of	of	ADP
aiti-8909	75	13	the	the	DET
aiti-8909	75	14	plates	plate	NOUN
aiti-8909	75	15	under	under	ADP
aiti-8909	75	16	free	free	ADJ
aiti-8909	75	17	vibration	vibration	NOUN
aiti-8909	75	18	.	.	PUNCT
aiti-8909	76	1	132	132	NUM
aiti-8909	76	2	advances	advance	NOUN
aiti-8909	76	3	in	in	ADP
aiti-8909	76	4	technology	technology	NOUN
aiti-8909	76	5	innovation	innovation	NOUN
aiti-8909	76	6	,	,	PUNCT
aiti-8909	76	7	vol	vol	NOUN
aiti-8909	76	8	.	.	PROPN
aiti-8909	76	9	7	7	NUM
aiti-8909	76	10	,	,	PUNCT
aiti-8909	76	11	no	no	INTJ
aiti-8909	76	12	.	.	NOUN
aiti-8909	76	13	2	2	NUM
aiti-8909	76	14	,	,	PUNCT
aiti-8909	76	15	2022	2022	NUM
aiti-8909	76	16	,	,	PUNCT
aiti-8909	76	17	pp	pp	ADJ
aiti-8909	76	18	.	.	PUNCT
aiti-8909	77	1	131	131	NUM
aiti-8909	77	2	-	-	SYM
aiti-8909	77	3	142	142	NUM
aiti-8909	77	4	2.2	2.2	NUM
aiti-8909	77	5	.	.	PUNCT
aiti-8909	78	1	material	material	VERB
aiti-8909	78	2	the	the	DET
aiti-8909	78	3	model	model	NOUN
aiti-8909	78	4	developed	develop	VERB
aiti-8909	78	5	for	for	ADP
aiti-8909	78	6	this	this	DET
aiti-8909	78	7	study	study	NOUN
aiti-8909	78	8	,	,	PUNCT
aiti-8909	78	9	as	as	SCONJ
aiti-8909	78	10	shown	show	VERB
aiti-8909	78	11	in	in	ADP
aiti-8909	78	12	fig	fig	NOUN
aiti-8909	78	13	.	.	PUNCT
aiti-8909	79	1	1	1	NUM
aiti-8909	79	2	,	,	PUNCT
aiti-8909	79	3	is	be	AUX
aiti-8909	79	4	inspired	inspire	VERB
aiti-8909	79	5	by	by	ADP
aiti-8909	79	6	the	the	DET
aiti-8909	79	7	elastic	elastic	ADJ
aiti-8909	79	8	composite	composite	ADJ
aiti-8909	79	9	stacking	stacking	NOUN
aiti-8909	79	10	sequence	sequence	NOUN
aiti-8909	80	1	[	[	X
aiti-8909	80	2	0/90]2s	0/90]2s	PROPN
aiti-8909	80	3	considered	consider	VERB
aiti-8909	80	4	by	by	ADP
aiti-8909	80	5	sinha	sinha	PROPN
aiti-8909	80	6	et	et	PROPN
aiti-8909	80	7	al	al	PROPN
aiti-8909	80	8	.	.	PUNCT
aiti-8909	81	1	[	[	X
aiti-8909	81	2	34	34	NUM
aiti-8909	81	3	]	]	PUNCT
aiti-8909	81	4	.	.	PUNCT
aiti-8909	82	1	the	the	DET
aiti-8909	82	2	composite	composite	ADJ
aiti-8909	82	3	laminate	laminate	PROPN
aiti-8909	82	4	square	square	ADJ
aiti-8909	82	5	model	model	NOUN
aiti-8909	82	6	is	be	AUX
aiti-8909	82	7	modified	modify	VERB
aiti-8909	82	8	by	by	ADP
aiti-8909	82	9	introducing	introduce	VERB
aiti-8909	82	10	a	a	DET
aiti-8909	82	11	group	group	NOUN
aiti-8909	82	12	of	of	ADP
aiti-8909	82	13	eccentric	eccentric	ADJ
aiti-8909	82	14	cutouts	cutout	NOUN
aiti-8909	82	15	.	.	PUNCT
aiti-8909	83	1	the	the	DET
aiti-8909	83	2	sizes	size	NOUN
aiti-8909	83	3	and	and	CCONJ
aiti-8909	83	4	number	number	NOUN
aiti-8909	83	5	of	of	ADP
aiti-8909	83	6	cutouts	cutout	NOUN
aiti-8909	83	7	,	,	PUNCT
aiti-8909	83	8	in	in	ADP
aiti-8909	83	9	addition	addition	NOUN
aiti-8909	83	10	to	to	ADP
aiti-8909	83	11	the	the	DET
aiti-8909	83	12	dimensions	dimension	NOUN
aiti-8909	83	13	and	and	CCONJ
aiti-8909	83	14	the	the	DET
aiti-8909	83	15	modular	modular	ADJ
aiti-8909	83	16	ratios	ratio	NOUN
aiti-8909	83	17	of	of	ADP
aiti-8909	83	18	composite	composite	ADJ
aiti-8909	83	19	plates	plate	NOUN
aiti-8909	83	20	,	,	PUNCT
aiti-8909	83	21	are	be	AUX
aiti-8909	83	22	all	all	PRON
aiti-8909	83	23	considered	consider	VERB
aiti-8909	83	24	parameters	parameter	NOUN
aiti-8909	83	25	.	.	PUNCT
aiti-8909	84	1	the	the	DET
aiti-8909	84	2	properties	property	NOUN
aiti-8909	84	3	of	of	ADP
aiti-8909	84	4	the	the	DET
aiti-8909	84	5	material	material	NOUN
aiti-8909	84	6	used	use	VERB
aiti-8909	84	7	in	in	ADP
aiti-8909	84	8	this	this	DET
aiti-8909	84	9	study	study	NOUN
aiti-8909	84	10	are	be	AUX
aiti-8909	84	11	listed	list	VERB
aiti-8909	84	12	in	in	ADP
aiti-8909	84	13	table	table	NOUN
aiti-8909	84	14	1	1	NUM
aiti-8909	84	15	.	.	PUNCT
aiti-8909	85	1	the	the	DET
aiti-8909	85	2	position	position	NOUN
aiti-8909	85	3	of	of	ADP
aiti-8909	85	4	the	the	DET
aiti-8909	85	5	cutouts	cutout	NOUN
aiti-8909	85	6	according	accord	VERB
aiti-8909	85	7	to	to	ADP
aiti-8909	85	8	the	the	DET
aiti-8909	85	9	x	x	NOUN
aiti-8909	85	10	-	-	NOUN
aiti-8909	85	11	axis	axis	NOUN
aiti-8909	85	12	is	be	AUX
aiti-8909	85	13	considered	consider	VERB
aiti-8909	85	14	ex	ex	X
aiti-8909	85	15	/	/	SYM
aiti-8909	85	16	a	a	NOUN
aiti-8909	85	17	=	=	NOUN
aiti-8909	85	18	0.125	0.125	NUM
aiti-8909	85	19	for	for	ADP
aiti-8909	85	20	all	all	DET
aiti-8909	85	21	the	the	DET
aiti-8909	85	22	scenarios	scenario	NOUN
aiti-8909	85	23	.	.	PUNCT
aiti-8909	86	1	table	table	NOUN
aiti-8909	86	2	1	1	NUM
aiti-8909	86	3	mechanical	mechanical	ADJ
aiti-8909	86	4	properties	property	NOUN
aiti-8909	86	5	of	of	ADP
aiti-8909	86	6	the	the	DET
aiti-8909	86	7	material	material	NOUN
aiti-8909	86	8	used	use	VERB
aiti-8909	86	9	in	in	ADP
aiti-8909	86	10	this	this	DET
aiti-8909	86	11	study	study	NOUN
aiti-8909	86	12	material	material	NOUN
aiti-8909	86	13	glass	glass	NOUN
aiti-8909	86	14	fiber	fiber	NOUN
aiti-8909	86	15	-	-	PUNCT
aiti-8909	86	16	reinforced	reinforce	VERB
aiti-8909	86	17	polymer	polymer	NOUN
aiti-8909	86	18	(	(	PUNCT
aiti-8909	86	19	gfrp	gfrp	PROPN
aiti-8909	86	20	)	)	PUNCT
aiti-8909	87	1	[	[	X
aiti-8909	87	2	34	34	NUM
aiti-8909	87	3	]	]	X
aiti-8909	87	4	e1	e1	PROPN
aiti-8909	87	5	(	(	PUNCT
aiti-8909	87	6	n	n	CCONJ
aiti-8909	87	7	/	/	SYM
aiti-8909	87	8	m	m	PROPN
aiti-8909	87	9	2	2	NUM
aiti-8909	87	10	)	)	PUNCT
aiti-8909	87	11	16.07	16.07	NUM
aiti-8909	87	12	×	×	NOUN
aiti-8909	87	13	10	10	NUM
aiti-8909	87	14	9	9	NUM
aiti-8909	87	15	e2	e2	X
aiti-8909	87	16	(	(	PUNCT
aiti-8909	87	17	n	n	CCONJ
aiti-8909	87	18	/	/	SYM
aiti-8909	87	19	m	m	PROPN
aiti-8909	87	20	2	2	NUM
aiti-8909	87	21	)	)	PUNCT
aiti-8909	87	22	16.07	16.07	NUM
aiti-8909	87	23	×	×	NOUN
aiti-8909	87	24	10	10	NUM
aiti-8909	87	25	9	9	NUM
aiti-8909	87	26	g1	g1	NOUN
aiti-8909	87	27	(	(	PUNCT
aiti-8909	87	28	n	n	CCONJ
aiti-8909	87	29	/	/	SYM
aiti-8909	87	30	m	m	PROPN
aiti-8909	87	31	2	2	NUM
aiti-8909	87	32	)	)	PUNCT
aiti-8909	87	33	2.81	2.81	NUM
aiti-8909	87	34	×	×	NOUN
aiti-8909	87	35	10	10	NUM
aiti-8909	87	36	9	9	NUM
aiti-8909	87	37	v12	v12	VERB
aiti-8909	87	38	0.25	0.25	NUM
aiti-8909	87	39	density	density	NOUN
aiti-8909	87	40	�	�	PROPN
aiti-8909	87	41	(	(	PUNCT
aiti-8909	87	42	kg	kg	PROPN
aiti-8909	87	43	/	/	SYM
aiti-8909	87	44	m	m	PROPN
aiti-8909	87	45	3	3	NUM
aiti-8909	87	46	)	)	PUNCT
aiti-8909	87	47	1664	1664	NUM
aiti-8909	87	48	fig	fig	NOUN
aiti-8909	87	49	.	.	PUNCT
aiti-8909	87	50	1	1	NUM
aiti-8909	87	51	laminated	laminate	VERB
aiti-8909	87	52	composite	composite	ADJ
aiti-8909	87	53	plate	plate	NOUN
aiti-8909	87	54	with	with	ADP
aiti-8909	87	55	dimensions	dimension	NOUN
aiti-8909	87	56	2.3	2.3	NUM
aiti-8909	87	57	.	.	PUNCT
aiti-8909	88	1	fe	fe	NOUN
aiti-8909	88	2	simulations	simulation	NOUN
aiti-8909	88	3	the	the	DET
aiti-8909	88	4	simulations	simulation	NOUN
aiti-8909	88	5	are	be	AUX
aiti-8909	88	6	undertaken	undertake	VERB
aiti-8909	88	7	using	use	VERB
aiti-8909	88	8	abaqus	abaqus	NOUN
aiti-8909	88	9	.	.	PUNCT
aiti-8909	89	1	to	to	PART
aiti-8909	89	2	determine	determine	VERB
aiti-8909	89	3	the	the	DET
aiti-8909	89	4	natural	natural	ADJ
aiti-8909	89	5	frequency	frequency	NOUN
aiti-8909	89	6	,	,	PUNCT
aiti-8909	89	7	the	the	DET
aiti-8909	89	8	fe	fe	NOUN
aiti-8909	89	9	method	method	NOUN
aiti-8909	89	10	analysis	analysis	NOUN
aiti-8909	89	11	is	be	AUX
aiti-8909	89	12	performed	perform	VERB
aiti-8909	89	13	in	in	ADP
aiti-8909	89	14	a	a	DET
aiti-8909	89	15	cfff	cfff	ADJ
aiti-8909	89	16	configuration	configuration	NOUN
aiti-8909	89	17	on	on	ADP
aiti-8909	89	18	several	several	ADJ
aiti-8909	89	19	specimens	specimen	NOUN
aiti-8909	89	20	of	of	ADP
aiti-8909	89	21	laminated	laminated	ADJ
aiti-8909	89	22	plates	plate	NOUN
aiti-8909	89	23	with	with	ADP
aiti-8909	89	24	cutouts	cutout	NOUN
aiti-8909	89	25	.	.	PUNCT
aiti-8909	90	1	the	the	DET
aiti-8909	90	2	size	size	NOUN
aiti-8909	90	3	,	,	PUNCT
aiti-8909	90	4	number	number	NOUN
aiti-8909	90	5	,	,	PUNCT
aiti-8909	90	6	length	length	NOUN
aiti-8909	90	7	,	,	PUNCT
aiti-8909	90	8	thickness	thickness	NOUN
aiti-8909	90	9	,	,	PUNCT
aiti-8909	90	10	and	and	CCONJ
aiti-8909	90	11	modular	modular	ADJ
aiti-8909	90	12	ratios	ratio	NOUN
aiti-8909	90	13	of	of	ADP
aiti-8909	90	14	specimens	specimen	NOUN
aiti-8909	90	15	are	be	AUX
aiti-8909	90	16	all	all	ADV
aiti-8909	90	17	different	different	ADJ
aiti-8909	90	18	from	from	ADP
aiti-8909	90	19	one	one	NUM
aiti-8909	90	20	another	another	DET
aiti-8909	90	21	.	.	PUNCT
aiti-8909	91	1	2.4	2.4	NUM
aiti-8909	91	2	.	.	X
aiti-8909	91	3	convergence	convergence	NOUN
aiti-8909	91	4	as	as	ADP
aiti-8909	91	5	a	a	DET
aiti-8909	91	6	starting	starting	NOUN
aiti-8909	91	7	point	point	NOUN
aiti-8909	91	8	,	,	PUNCT
aiti-8909	91	9	the	the	DET
aiti-8909	91	10	simulation	simulation	NOUN
aiti-8909	91	11	convergence	convergence	NOUN
aiti-8909	91	12	with	with	ADP
aiti-8909	91	13	respect	respect	NOUN
aiti-8909	91	14	to	to	ADP
aiti-8909	91	15	different	different	ADJ
aiti-8909	91	16	mesh	mesh	NOUN
aiti-8909	91	17	sizes	size	NOUN
aiti-8909	91	18	is	be	AUX
aiti-8909	91	19	verified	verify	VERB
aiti-8909	91	20	by	by	ADP
aiti-8909	91	21	calculating	calculate	VERB
aiti-8909	91	22	the	the	DET
aiti-8909	91	23	natural	natural	ADJ
aiti-8909	91	24	frequency	frequency	NOUN
aiti-8909	91	25	for	for	ADP
aiti-8909	91	26	two	two	NUM
aiti-8909	91	27	mode	mode	NOUN
aiti-8909	91	28	shapes	shape	NOUN
aiti-8909	91	29	under	under	ADP
aiti-8909	91	30	boundary	boundary	ADJ
aiti-8909	91	31	conditions	condition	NOUN
aiti-8909	91	32	(	(	PUNCT
aiti-8909	91	33	cfff	cfff	NOUN
aiti-8909	91	34	)	)	PUNCT
aiti-8909	91	35	,	,	PUNCT
aiti-8909	91	36	as	as	SCONJ
aiti-8909	91	37	shown	show	VERB
aiti-8909	91	38	in	in	ADP
aiti-8909	91	39	table	table	NOUN
aiti-8909	91	40	2	2	NUM
aiti-8909	91	41	.	.	PUNCT
aiti-8909	92	1	the	the	DET
aiti-8909	92	2	result	result	NOUN
aiti-8909	92	3	in	in	ADP
aiti-8909	92	4	terms	term	NOUN
aiti-8909	92	5	of	of	ADP
aiti-8909	92	6	mesh	mesh	NOUN
aiti-8909	92	7	density	density	NOUN
aiti-8909	92	8	and	and	CCONJ
aiti-8909	92	9	mode	mode	NOUN
aiti-8909	92	10	shapes	shape	NOUN
aiti-8909	92	11	with	with	ADP
aiti-8909	92	12	respect	respect	NOUN
aiti-8909	92	13	to	to	ADP
aiti-8909	92	14	the	the	DET
aiti-8909	92	15	chosen	choose	VERB
aiti-8909	92	16	mesh	mesh	NOUN
aiti-8909	92	17	size	size	NOUN
aiti-8909	92	18	of	of	ADP
aiti-8909	92	19	2	2	NUM
aiti-8909	92	20	is	be	AUX
aiti-8909	92	21	represented	represent	VERB
aiti-8909	92	22	in	in	ADP
aiti-8909	92	23	fig	fig	NOUN
aiti-8909	92	24	.	.	PUNCT
aiti-8909	93	1	2	2	X
aiti-8909	93	2	.	.	NOUN
aiti-8909	93	3	table	table	NOUN
aiti-8909	93	4	2	2	NUM
aiti-8909	93	5	natural	natural	ADJ
aiti-8909	93	6	frequency	frequency	NOUN
aiti-8909	93	7	in	in	ADP
aiti-8909	93	8	two	two	NUM
aiti-8909	93	9	mode	mode	NOUN
aiti-8909	93	10	shapes	shape	NOUN
aiti-8909	93	11	versus	versus	ADP
aiti-8909	93	12	mesh	mesh	NOUN
aiti-8909	93	13	size	size	NOUN
aiti-8909	93	14	size	size	NOUN
aiti-8909	93	15	natural	natural	ADJ
aiti-8909	93	16	frequency	frequency	NOUN
aiti-8909	93	17	(	(	PUNCT
aiti-8909	93	18	hz	hz	PROPN
aiti-8909	93	19	)	)	PUNCT
aiti-8909	93	20	for	for	ADP
aiti-8909	93	21	laminated	laminated	ADJ
aiti-8909	93	22	composite	composite	ADJ
aiti-8909	93	23	plates	plate	NOUN
aiti-8909	93	24	with	with	ADP
aiti-8909	93	25	cutouts	cutout	NOUN
aiti-8909	93	26	[	[	X
aiti-8909	93	27	0/90]2s	0/90]2s	PROPN
aiti-8909	93	28	first	first	ADJ
aiti-8909	93	29	mode	mode	NOUN
aiti-8909	93	30	shape	shape	NOUN
aiti-8909	93	31	second	second	ADJ
aiti-8909	93	32	mode	mode	NOUN
aiti-8909	93	33	shape	shape	NOUN
aiti-8909	93	34	4	4	NUM
aiti-8909	93	35	69.605	69.605	NUM
aiti-8909	93	36	26.187	26.187	NUM
aiti-8909	93	37	3.5	3.5	NUM
aiti-8909	93	38	62.817	62.817	NUM
aiti-8909	93	39	26.168	26.168	NUM
aiti-8909	93	40	3	3	NUM
aiti-8909	93	41	56.777	56.777	NUM
aiti-8909	93	42	26.156	26.156	NUM
aiti-8909	93	43	2.5	2.5	NUM
aiti-8909	93	44	52.696	52.696	NUM
aiti-8909	93	45	26.145	26.145	NUM
aiti-8909	93	46	2	2	NUM
aiti-8909	93	47	50.318	50.318	NUM
aiti-8909	93	48	26.140	26.140	NUM
aiti-8909	93	49	1.5	1.5	NUM
aiti-8909	93	50	49.119	49.119	NUM
aiti-8909	93	51	26.137	26.137	NUM
aiti-8909	93	52	(	(	PUNCT
aiti-8909	93	53	a	a	NOUN
aiti-8909	93	54	)	)	PUNCT
aiti-8909	93	55	mesh	mesh	NOUN
aiti-8909	93	56	density	density	NOUN
aiti-8909	93	57	(	(	PUNCT
aiti-8909	93	58	b	b	NOUN
aiti-8909	93	59	)	)	PUNCT
aiti-8909	93	60	first	first	ADJ
aiti-8909	93	61	mode	mode	NOUN
aiti-8909	93	62	shape	shape	NOUN
aiti-8909	93	63	of	of	ADP
aiti-8909	93	64	the	the	DET
aiti-8909	93	65	plate	plate	NOUN
aiti-8909	93	66	(	(	PUNCT
aiti-8909	93	67	c	c	NOUN
aiti-8909	93	68	)	)	PUNCT
aiti-8909	93	69	second	second	ADJ
aiti-8909	93	70	mode	mode	NOUN
aiti-8909	93	71	shape	shape	NOUN
aiti-8909	93	72	of	of	ADP
aiti-8909	93	73	the	the	DET
aiti-8909	93	74	plate	plate	NOUN
aiti-8909	93	75	fig	fig	NOUN
aiti-8909	93	76	.	.	PUNCT
aiti-8909	94	1	2	2	NUM
aiti-8909	94	2	models	model	NOUN
aiti-8909	94	3	of	of	ADP
aiti-8909	94	4	fe	fe	NOUN
aiti-8909	94	5	and	and	CCONJ
aiti-8909	94	6	mode	mode	NOUN
aiti-8909	94	7	shapes	shape	NOUN
aiti-8909	94	8	for	for	ADP
aiti-8909	94	9	laminated	laminated	ADJ
aiti-8909	94	10	composite	composite	ADJ
aiti-8909	94	11	plates	plate	NOUN
aiti-8909	94	12	133	133	NUM
aiti-8909	94	13	advances	advance	NOUN
aiti-8909	94	14	in	in	ADP
aiti-8909	94	15	technology	technology	NOUN
aiti-8909	94	16	innovation	innovation	NOUN
aiti-8909	94	17	,	,	PUNCT
aiti-8909	94	18	vol	vol	NOUN
aiti-8909	94	19	.	.	PROPN
aiti-8909	94	20	7	7	NUM
aiti-8909	94	21	,	,	PUNCT
aiti-8909	94	22	no	no	INTJ
aiti-8909	94	23	.	.	NOUN
aiti-8909	94	24	2	2	NUM
aiti-8909	94	25	,	,	PUNCT
aiti-8909	94	26	2022	2022	NUM
aiti-8909	94	27	,	,	PUNCT
aiti-8909	94	28	pp	pp	ADJ
aiti-8909	94	29	.	.	PUNCT
aiti-8909	95	1	131	131	NUM
aiti-8909	95	2	-	-	SYM
aiti-8909	95	3	142	142	NUM
aiti-8909	95	4	2.5	2.5	NUM
aiti-8909	95	5	.	.	PUNCT
aiti-8909	96	1	validation	validation	NOUN
aiti-8909	96	2	of	of	ADP
aiti-8909	96	3	the	the	DET
aiti-8909	96	4	fe	fe	PROPN
aiti-8909	96	5	model	model	NOUN
aiti-8909	96	6	the	the	DET
aiti-8909	96	7	numerical	numerical	ADJ
aiti-8909	96	8	model	model	NOUN
aiti-8909	96	9	is	be	AUX
aiti-8909	96	10	validated	validate	VERB
aiti-8909	96	11	by	by	ADP
aiti-8909	96	12	comparing	compare	VERB
aiti-8909	96	13	the	the	DET
aiti-8909	96	14	natural	natural	ADJ
aiti-8909	96	15	frequency	frequency	NOUN
aiti-8909	96	16	in	in	ADP
aiti-8909	96	17	hz	hz	NOUN
aiti-8909	96	18	for	for	ADP
aiti-8909	96	19	cfff	cfff	ADJ
aiti-8909	96	20	plates	plate	NOUN
aiti-8909	96	21	that	that	PRON
aiti-8909	96	22	have	have	VERB
aiti-8909	96	23	the	the	DET
aiti-8909	96	24	length	length	NOUN
aiti-8909	96	25	of	of	ADP
aiti-8909	96	26	0.235	0.235	NUM
aiti-8909	96	27	m	m	NOUN
aiti-8909	96	28	corresponding	correspond	VERB
aiti-8909	96	29	to	to	ADP
aiti-8909	96	30	the	the	DET
aiti-8909	96	31	first	first	ADJ
aiti-8909	96	32	mode	mode	NOUN
aiti-8909	96	33	predicted	predict	VERB
aiti-8909	96	34	by	by	ADP
aiti-8909	96	35	this	this	DET
aiti-8909	96	36	study	study	NOUN
aiti-8909	96	37	to	to	ADP
aiti-8909	96	38	those	those	PRON
aiti-8909	96	39	provided	provide	VERB
aiti-8909	96	40	by	by	ADP
aiti-8909	96	41	sinha	sinha	NOUN
aiti-8909	96	42	et	et	PROPN
aiti-8909	96	43	al	al	PROPN
aiti-8909	96	44	.	.	PUNCT
aiti-8909	97	1	[	[	X
aiti-8909	97	2	34	34	NUM
aiti-8909	97	3	]	]	PUNCT
aiti-8909	97	4	with	with	ADP
aiti-8909	97	5	the	the	DET
aiti-8909	97	6	same	same	ADJ
aiti-8909	97	7	parameters	parameter	NOUN
aiti-8909	97	8	.	.	PUNCT
aiti-8909	98	1	as	as	SCONJ
aiti-8909	98	2	shown	show	VERB
aiti-8909	98	3	in	in	ADP
aiti-8909	98	4	table	table	NOUN
aiti-8909	98	5	3	3	NUM
aiti-8909	98	6	,	,	PUNCT
aiti-8909	98	7	the	the	DET
aiti-8909	98	8	parameters	parameter	NOUN
aiti-8909	98	9	used	use	VERB
aiti-8909	98	10	in	in	ADP
aiti-8909	98	11	this	this	DET
aiti-8909	98	12	study	study	NOUN
aiti-8909	98	13	,	,	PUNCT
aiti-8909	98	14	especially	especially	ADV
aiti-8909	98	15	the	the	DET
aiti-8909	98	16	size	size	NOUN
aiti-8909	98	17	and	and	CCONJ
aiti-8909	98	18	position	position	NOUN
aiti-8909	98	19	of	of	ADP
aiti-8909	98	20	the	the	DET
aiti-8909	98	21	cutouts	cutout	NOUN
aiti-8909	98	22	,	,	PUNCT
aiti-8909	98	23	are	be	AUX
aiti-8909	98	24	same	same	ADJ
aiti-8909	98	25	as	as	ADP
aiti-8909	98	26	those	those	PRON
aiti-8909	98	27	in	in	ADP
aiti-8909	98	28	the	the	DET
aiti-8909	98	29	work	work	NOUN
aiti-8909	98	30	of	of	ADP
aiti-8909	98	31	sinha	sinha	PROPN
aiti-8909	98	32	et	et	PROPN
aiti-8909	98	33	al	al	PROPN
aiti-8909	98	34	.	.	PUNCT
aiti-8909	99	1	[	[	X
aiti-8909	99	2	34	34	NUM
aiti-8909	99	3	]	]	PUNCT
aiti-8909	99	4	.	.	PUNCT
aiti-8909	100	1	table	table	NOUN
aiti-8909	100	2	3	3	NUM
aiti-8909	100	3	comparison	comparison	NOUN
aiti-8909	100	4	of	of	ADP
aiti-8909	100	5	the	the	DET
aiti-8909	100	6	parameters	parameter	NOUN
aiti-8909	100	7	used	use	VERB
aiti-8909	100	8	in	in	ADP
aiti-8909	100	9	this	this	DET
aiti-8909	100	10	study	study	NOUN
aiti-8909	100	11	and	and	CCONJ
aiti-8909	100	12	in	in	ADP
aiti-8909	100	13	the	the	DET
aiti-8909	100	14	work	work	NOUN
aiti-8909	100	15	of	of	ADP
aiti-8909	100	16	sinha	sinha	PROPN
aiti-8909	100	17	et	et	PROPN
aiti-8909	100	18	al	al	PROPN
aiti-8909	100	19	.	.	PUNCT
aiti-8909	101	1	[	[	X
aiti-8909	101	2	34	34	NUM
aiti-8909	101	3	]	]	SYM
aiti-8909	101	4	3	3	NUM
aiti-8909	101	5	.	.	X
aiti-8909	101	6	development	development	NOUN
aiti-8909	101	7	of	of	ADP
aiti-8909	101	8	the	the	DET
aiti-8909	101	9	ann	ann	PROPN
aiti-8909	101	10	model	model	NOUN
aiti-8909	101	11	3.1	3.1	NUM
aiti-8909	101	12	.	.	PUNCT
aiti-8909	102	1	artificial	artificial	ADJ
aiti-8909	102	2	intelligence	intelligence	NOUN
aiti-8909	102	3	artificial	artificial	ADJ
aiti-8909	102	4	intelligence	intelligence	NOUN
aiti-8909	102	5	is	be	AUX
aiti-8909	102	6	considered	consider	VERB
aiti-8909	102	7	one	one	NUM
aiti-8909	102	8	of	of	ADP
aiti-8909	102	9	the	the	DET
aiti-8909	102	10	most	most	ADV
aiti-8909	102	11	important	important	ADJ
aiti-8909	102	12	and	and	CCONJ
aiti-8909	102	13	fastest	fast	ADJ
aiti-8909	102	14	developing	develop	VERB
aiti-8909	102	15	fields	field	NOUN
aiti-8909	102	16	in	in	ADP
aiti-8909	102	17	scientific	scientific	ADJ
aiti-8909	102	18	research	research	NOUN
aiti-8909	102	19	.	.	PUNCT
aiti-8909	103	1	this	this	PRON
aiti-8909	103	2	is	be	AUX
aiti-8909	103	3	due	due	ADJ
aiti-8909	103	4	to	to	ADP
aiti-8909	103	5	the	the	DET
aiti-8909	103	6	difficulty	difficulty	NOUN
aiti-8909	103	7	of	of	ADP
aiti-8909	103	8	finding	find	VERB
aiti-8909	103	9	solutions	solution	NOUN
aiti-8909	103	10	to	to	ADP
aiti-8909	103	11	many	many	ADJ
aiti-8909	103	12	problems	problem	NOUN
aiti-8909	103	13	using	use	VERB
aiti-8909	103	14	conventional	conventional	ADJ
aiti-8909	103	15	methods	method	NOUN
aiti-8909	103	16	.	.	PUNCT
aiti-8909	104	1	anns	anns	PROPN
aiti-8909	104	2	are	be	AUX
aiti-8909	104	3	preferred	prefer	VERB
aiti-8909	104	4	among	among	ADP
aiti-8909	104	5	all	all	DET
aiti-8909	104	6	the	the	DET
aiti-8909	104	7	artificial	artificial	ADJ
aiti-8909	104	8	intelligence	intelligence	NOUN
aiti-8909	104	9	types	type	NOUN
aiti-8909	104	10	due	due	ADJ
aiti-8909	104	11	to	to	ADP
aiti-8909	104	12	many	many	ADJ
aiti-8909	104	13	characteristics	characteristic	NOUN
aiti-8909	104	14	:	:	PUNCT
aiti-8909	104	15	good	good	ADJ
aiti-8909	104	16	data	datum	NOUN
aiti-8909	104	17	security	security	NOUN
aiti-8909	104	18	throughout	throughout	ADP
aiti-8909	104	19	the	the	DET
aiti-8909	104	20	whole	whole	ADJ
aiti-8909	104	21	network	network	NOUN
aiti-8909	104	22	,	,	PUNCT
aiti-8909	104	23	the	the	DET
aiti-8909	104	24	ability	ability	NOUN
aiti-8909	104	25	to	to	PART
aiti-8909	104	26	function	function	VERB
aiti-8909	104	27	with	with	ADP
aiti-8909	104	28	less	less	ADJ
aiti-8909	104	29	information	information	NOUN
aiti-8909	104	30	,	,	PUNCT
aiti-8909	104	31	excellent	excellent	ADJ
aiti-8909	104	32	fault	fault	NOUN
aiti-8909	104	33	tolerance	tolerance	NOUN
aiti-8909	104	34	,	,	PUNCT
aiti-8909	104	35	and	and	CCONJ
aiti-8909	104	36	the	the	DET
aiti-8909	104	37	ability	ability	NOUN
aiti-8909	104	38	to	to	PART
aiti-8909	104	39	train	train	VERB
aiti-8909	104	40	a	a	DET
aiti-8909	104	41	machine	machine	NOUN
aiti-8909	104	42	using	use	VERB
aiti-8909	104	43	distributed	distribute	VERB
aiti-8909	104	44	memory	memory	NOUN
aiti-8909	104	45	and	and	CCONJ
aiti-8909	104	46	parallel	parallel	ADJ
aiti-8909	104	47	processing	processing	NOUN
aiti-8909	104	48	capability	capability	NOUN
aiti-8909	104	49	.	.	PUNCT
aiti-8909	105	1	3.2	3.2	NUM
aiti-8909	105	2	.	.	PUNCT
aiti-8909	106	1	parameters	parameter	NOUN
aiti-8909	106	2	and	and	CCONJ
aiti-8909	106	3	numerical	numerical	PROPN
aiti-8909	106	4	data	data	PROPN
aiti-8909	106	5	the	the	DET
aiti-8909	106	6	numerical	numerical	PROPN
aiti-8909	106	7	model	model	NOUN
aiti-8909	106	8	built	build	VERB
aiti-8909	106	9	in	in	ADP
aiti-8909	106	10	the	the	DET
aiti-8909	106	11	previous	previous	ADJ
aiti-8909	106	12	section	section	NOUN
aiti-8909	106	13	is	be	AUX
aiti-8909	106	14	used	use	VERB
aiti-8909	106	15	to	to	PART
aiti-8909	106	16	acquire	acquire	VERB
aiti-8909	106	17	a	a	DET
aiti-8909	106	18	dataset	dataset	NOUN
aiti-8909	106	19	of	of	ADP
aiti-8909	106	20	260	260	NUM
aiti-8909	106	21	natural	natural	ADJ
aiti-8909	106	22	frequency	frequency	NOUN
aiti-8909	106	23	values	value	NOUN
aiti-8909	106	24	in	in	ADP
aiti-8909	106	25	each	each	DET
aiti-8909	106	26	vibration	vibration	NOUN
aiti-8909	106	27	mode	mode	NOUN
aiti-8909	106	28	.	.	PUNCT
aiti-8909	107	1	the	the	DET
aiti-8909	107	2	feed	feed	NOUN
aiti-8909	107	3	-	-	PUNCT
aiti-8909	107	4	forward	forward	NOUN
aiti-8909	107	5	backpropagation	backpropagation	NOUN
aiti-8909	107	6	network	network	NOUN
aiti-8909	107	7	is	be	AUX
aiti-8909	107	8	implemented	implement	VERB
aiti-8909	107	9	using	use	VERB
aiti-8909	107	10	matlab	matlab	PROPN
aiti-8909	107	11	.	.	PUNCT
aiti-8909	108	1	the	the	DET
aiti-8909	108	2	following	follow	VERB
aiti-8909	108	3	entry	entry	NOUN
aiti-8909	108	4	variables	variable	NOUN
aiti-8909	108	5	are	be	AUX
aiti-8909	108	6	fed	feed	VERB
aiti-8909	108	7	to	to	ADP
aiti-8909	108	8	the	the	DET
aiti-8909	108	9	input	input	NOUN
aiti-8909	108	10	layer	layer	NOUN
aiti-8909	108	11	:	:	PUNCT
aiti-8909	108	12	the	the	DET
aiti-8909	108	13	size	size	NOUN
aiti-8909	108	14	ratio	ratio	NOUN
aiti-8909	108	15	(	(	PUNCT
aiti-8909	108	16	d	d	NOUN
aiti-8909	108	17	/	/	SYM
aiti-8909	108	18	a	a	NOUN
aiti-8909	108	19	)	)	PUNCT
aiti-8909	108	20	,	,	PUNCT
aiti-8909	108	21	number	number	NOUN
aiti-8909	108	22	of	of	ADP
aiti-8909	108	23	cutouts	cutout	NOUN
aiti-8909	108	24	,	,	PUNCT
aiti-8909	108	25	modular	modular	ADJ
aiti-8909	108	26	ratio	ratio	NOUN
aiti-8909	108	27	(	(	PUNCT
aiti-8909	108	28	e1	e1	PROPN
aiti-8909	108	29	/	/	SYM
aiti-8909	108	30	e2	e2	PROPN
aiti-8909	108	31	)	)	PUNCT
aiti-8909	108	32	,	,	PUNCT
aiti-8909	108	33	length	length	NOUN
aiti-8909	108	34	-	-	PUNCT
aiti-8909	108	35	to	to	ADP
aiti-8909	108	36	-	-	PUNCT
aiti-8909	108	37	width	width	NOUN
aiti-8909	108	38	ratio	ratio	NOUN
aiti-8909	108	39	(	(	PUNCT
aiti-8909	108	40	a	a	PROPN
aiti-8909	108	41	/	/	SYM
aiti-8909	108	42	b	b	NOUN
aiti-8909	108	43	)	)	PUNCT
aiti-8909	108	44	,	,	PUNCT
aiti-8909	108	45	and	and	CCONJ
aiti-8909	108	46	thickness	thickness	NOUN
aiti-8909	108	47	ratio	ratio	NOUN
aiti-8909	108	48	(	(	PUNCT
aiti-8909	108	49	h	h	NOUN
aiti-8909	108	50	/	/	SYM
aiti-8909	108	51	a	a	NOUN
aiti-8909	108	52	)	)	PUNCT
aiti-8909	108	53	of	of	ADP
aiti-8909	108	54	the	the	DET
aiti-8909	108	55	plates	plate	NOUN
aiti-8909	108	56	.	.	PUNCT
aiti-8909	109	1	the	the	DET
aiti-8909	109	2	neurons	neuron	NOUN
aiti-8909	109	3	are	be	AUX
aiti-8909	109	4	in	in	ADP
aiti-8909	109	5	the	the	DET
aiti-8909	109	6	hidden	hide	VERB
aiti-8909	109	7	layer	layer	NOUN
aiti-8909	109	8	,	,	PUNCT
aiti-8909	109	9	whereas	whereas	SCONJ
aiti-8909	109	10	the	the	DET
aiti-8909	109	11	number	number	NOUN
aiti-8909	109	12	of	of	ADP
aiti-8909	109	13	neurons	neuron	NOUN
aiti-8909	109	14	is	be	AUX
aiti-8909	109	15	in	in	ADP
aiti-8909	109	16	the	the	DET
aiti-8909	109	17	output	output	NOUN
aiti-8909	109	18	layer	layer	NOUN
aiti-8909	109	19	.	.	PUNCT
aiti-8909	110	1	the	the	DET
aiti-8909	110	2	number	number	NOUN
aiti-8909	110	3	of	of	ADP
aiti-8909	110	4	neurons	neuron	NOUN
aiti-8909	110	5	in	in	ADP
aiti-8909	110	6	the	the	DET
aiti-8909	110	7	last	last	ADJ
aiti-8909	110	8	layer	layer	NOUN
aiti-8909	110	9	is	be	AUX
aiti-8909	110	10	two	two	NUM
aiti-8909	110	11	,	,	PUNCT
aiti-8909	110	12	which	which	PRON
aiti-8909	110	13	represents	represent	VERB
aiti-8909	110	14	the	the	DET
aiti-8909	110	15	number	number	NOUN
aiti-8909	110	16	of	of	ADP
aiti-8909	110	17	vibration	vibration	NOUN
aiti-8909	110	18	modes	mode	NOUN
aiti-8909	110	19	.	.	PUNCT
aiti-8909	111	1	the	the	DET
aiti-8909	111	2	input	input	NOUN
aiti-8909	111	3	and	and	CCONJ
aiti-8909	111	4	hidden	hidden	ADJ
aiti-8909	111	5	layers	layer	NOUN
aiti-8909	111	6	are	be	AUX
aiti-8909	111	7	served	serve	VERB
aiti-8909	111	8	by	by	ADP
aiti-8909	111	9	tan	tan	PROPN
aiti-8909	111	10	-	-	PUNCT
aiti-8909	111	11	sigmoid	sigmoid	NOUN
aiti-8909	111	12	transfer	transfer	NOUN
aiti-8909	111	13	functions	function	NOUN
aiti-8909	111	14	,	,	PUNCT
aiti-8909	111	15	while	while	SCONJ
aiti-8909	111	16	the	the	DET
aiti-8909	111	17	output	output	NOUN
aiti-8909	111	18	layer	layer	NOUN
aiti-8909	111	19	is	be	AUX
aiti-8909	111	20	served	serve	VERB
aiti-8909	111	21	by	by	ADP
aiti-8909	111	22	a	a	DET
aiti-8909	111	23	linear	linear	ADJ
aiti-8909	111	24	transfer	transfer	NOUN
aiti-8909	111	25	function	function	NOUN
aiti-8909	111	26	.	.	PUNCT
aiti-8909	112	1	table	table	NOUN
aiti-8909	112	2	4	4	NUM
aiti-8909	112	3	lists	list	VERB
aiti-8909	112	4	the	the	DET
aiti-8909	112	5	parameters	parameter	NOUN
aiti-8909	112	6	used	use	VERB
aiti-8909	112	7	to	to	PART
aiti-8909	112	8	construct	construct	VERB
aiti-8909	112	9	the	the	DET
aiti-8909	112	10	dataset	dataset	NOUN
aiti-8909	112	11	.	.	PUNCT
aiti-8909	113	1	the	the	DET
aiti-8909	113	2	neural	neural	ADJ
aiti-8909	113	3	network	network	NOUN
aiti-8909	113	4	is	be	AUX
aiti-8909	113	5	designed	design	VERB
aiti-8909	113	6	,	,	PUNCT
aiti-8909	113	7	developed	develop	VERB
aiti-8909	113	8	,	,	PUNCT
aiti-8909	113	9	and	and	CCONJ
aiti-8909	113	10	deployed	deploy	VERB
aiti-8909	113	11	using	use	VERB
aiti-8909	113	12	the	the	DET
aiti-8909	113	13	neural	neural	ADJ
aiti-8909	113	14	network	network	NOUN
aiti-8909	113	15	toolbox	toolbox	NOUN
aiti-8909	113	16	in	in	ADP
aiti-8909	113	17	matlab	matlab	PROPN
aiti-8909	113	18	.	.	PUNCT
aiti-8909	114	1	table	table	NOUN
aiti-8909	114	2	4	4	NUM
aiti-8909	114	3	simulation	simulation	NOUN
aiti-8909	114	4	parameters	parameter	NOUN
aiti-8909	114	5	size	size	NOUN
aiti-8909	114	6	ratio	ratio	NOUN
aiti-8909	114	7	(	(	PUNCT
aiti-8909	114	8	d	d	NOUN
aiti-8909	114	9	/	/	SYM
aiti-8909	114	10	a	a	NOUN
aiti-8909	114	11	)	)	PUNCT
aiti-8909	114	12	0.1/0.2/0.3	0.1/0.2/0.3	NUM
aiti-8909	114	13	number	number	NOUN
aiti-8909	114	14	of	of	ADP
aiti-8909	114	15	cutouts	cutout	NOUN
aiti-8909	114	16	1/2/4	1/2/4	NUM
aiti-8909	114	17	modular	modular	ADJ
aiti-8909	114	18	ratio	ratio	NOUN
aiti-8909	114	19	(	(	PUNCT
aiti-8909	114	20	e1	e1	PROPN
aiti-8909	114	21	/	/	SYM
aiti-8909	114	22	e2	e2	PROPN
aiti-8909	114	23	)	)	PUNCT
aiti-8909	114	24	1/2/3/4	1/2/3/4	NUM
aiti-8909	114	25	length	length	NOUN
aiti-8909	114	26	-	-	PUNCT
aiti-8909	114	27	to	to	ADP
aiti-8909	114	28	-	-	PUNCT
aiti-8909	114	29	width	width	NOUN
aiti-8909	114	30	ratio	ratio	NOUN
aiti-8909	114	31	(	(	PUNCT
aiti-8909	114	32	a	a	PROPN
aiti-8909	114	33	/	/	SYM
aiti-8909	114	34	b	b	NOUN
aiti-8909	114	35	)	)	PUNCT
aiti-8909	114	36	1/2/1.5	1/2/1.5	NOUN
aiti-8909	114	37	thickness	thickness	NOUN
aiti-8909	114	38	ratio	ratio	NOUN
aiti-8909	114	39	(	(	PUNCT
aiti-8909	114	40	h	h	NOUN
aiti-8909	114	41	/	/	SYM
aiti-8909	114	42	a	a	NOUN
aiti-8909	114	43	)	)	PUNCT
aiti-8909	114	44	0.012/0.018/0.024	0.012/0.018/0.024	NOUN
aiti-8909	114	45	in	in	ADP
aiti-8909	114	46	this	this	DET
aiti-8909	114	47	study	study	NOUN
aiti-8909	114	48	,	,	PUNCT
aiti-8909	114	49	a	a	DET
aiti-8909	114	50	multilayer	multilayer	ADJ
aiti-8909	114	51	feed	feed	NOUN
aiti-8909	114	52	-	-	PUNCT
aiti-8909	114	53	forward	forward	ADV
aiti-8909	114	54	neural	neural	ADJ
aiti-8909	114	55	network	network	NOUN
aiti-8909	114	56	(	(	PUNCT
aiti-8909	114	57	ffnn	ffnn	NOUN
aiti-8909	114	58	)	)	PUNCT
aiti-8909	114	59	is	be	AUX
aiti-8909	114	60	used	use	VERB
aiti-8909	114	61	to	to	PART
aiti-8909	114	62	determine	determine	VERB
aiti-8909	114	63	the	the	DET
aiti-8909	114	64	natural	natural	ADJ
aiti-8909	114	65	frequency	frequency	NOUN
aiti-8909	114	66	.	.	PUNCT
aiti-8909	115	1	it	it	PRON
aiti-8909	115	2	consists	consist	VERB
aiti-8909	115	3	of	of	ADP
aiti-8909	115	4	a	a	DET
aiti-8909	115	5	single	single	ADJ
aiti-8909	115	6	input	input	NOUN
aiti-8909	115	7	layer	layer	NOUN
aiti-8909	115	8	,	,	PUNCT
aiti-8909	115	9	one	one	NUM
aiti-8909	115	10	or	or	CCONJ
aiti-8909	115	11	more	more	ADV
aiti-8909	115	12	hidden	hidden	ADJ
aiti-8909	115	13	layers	layer	NOUN
aiti-8909	115	14	,	,	PUNCT
aiti-8909	115	15	and	and	CCONJ
aiti-8909	115	16	a	a	DET
aiti-8909	115	17	single	single	ADJ
aiti-8909	115	18	output	output	NOUN
aiti-8909	115	19	layer	layer	NOUN
aiti-8909	115	20	.	.	PUNCT
aiti-8909	116	1	a	a	DET
aiti-8909	116	2	neural	neural	ADJ
aiti-8909	116	3	network	network	NOUN
aiti-8909	116	4	with	with	ADP
aiti-8909	116	5	a	a	DET
aiti-8909	116	6	single	single	ADJ
aiti-8909	116	7	hidden	hide	VERB
aiti-8909	116	8	layer	layer	NOUN
aiti-8909	116	9	can	can	AUX
aiti-8909	116	10	handle	handle	VERB
aiti-8909	116	11	the	the	DET
aiti-8909	116	12	most	most	ADV
aiti-8909	116	13	complicated	complicated	ADJ
aiti-8909	116	14	functions	function	NOUN
aiti-8909	116	15	.	.	PUNCT
aiti-8909	117	1	the	the	DET
aiti-8909	117	2	basic	basic	ADJ
aiti-8909	117	3	neural	neural	ADJ
aiti-8909	117	4	network	network	NOUN
aiti-8909	117	5	model	model	NOUN
aiti-8909	117	6	is	be	AUX
aiti-8909	117	7	denoted	denote	VERB
aiti-8909	117	8	by	by	ADP
aiti-8909	117	9	:	:	PUNCT
aiti-8909	117	10	(	(	PUNCT
aiti-8909	118	1	)	)	PUNCT
aiti-8909	118	2	ij	ij	INTJ
aiti-8909	119	1	i	i	PRON
aiti-8909	119	2	j	j	PROPN
aiti-8909	120	1	i	i	PRON
aiti-8909	120	2	j	j	PROPN
aiti-8909	121	1	w	w	NOUN
aiti-8909	121	2	x	x	X
aiti-8909	121	3	b=	b=	NOUN
aiti-8909	122	1	+	+	NOUN
aiti-8909	122	2	∑ρ	∑ρ	ADJ
aiti-8909	122	3	ψ	ψ	X
aiti-8909	122	4	(	(	PUNCT
aiti-8909	122	5	2	2	NUM
aiti-8909	122	6	)	)	PUNCT
aiti-8909	122	7	fig	fig	NOUN
aiti-8909	122	8	.	.	PUNCT
aiti-8909	123	1	3	3	NUM
aiti-8909	123	2	depicts	depict	VERB
aiti-8909	123	3	a	a	DET
aiti-8909	123	4	neuron	neuron	NOUN
aiti-8909	123	5	’s	’s	PART
aiti-8909	123	6	schematic	schematic	ADJ
aiti-8909	123	7	structure	structure	NOUN
aiti-8909	123	8	.	.	PUNCT
aiti-8909	124	1	parameter	parameter	NOUN
aiti-8909	125	1	[	[	X
aiti-8909	125	2	34	34	NUM
aiti-8909	125	3	]	]	PUNCT
aiti-8909	125	4	this	this	DET
aiti-8909	125	5	study	study	NOUN
aiti-8909	125	6	error	error	NOUN
aiti-8909	125	7	position	position	NOUN
aiti-8909	125	8	of	of	ADP
aiti-8909	125	9	cutout	cutout	NOUN
aiti-8909	125	10	size	size	NOUN
aiti-8909	125	11	of	of	ADP
aiti-8909	125	12	cutout	cutout	NOUN
aiti-8909	125	13	experimental	experimental	ADJ
aiti-8909	125	14	fe	fe	X
aiti-8909	125	15	model	model	PROPN
aiti-8909	125	16	ex	ex	PROPN
aiti-8909	125	17	/	/	PROPN
aiti-8909	125	18	a	a	PRON
aiti-8909	125	19	=	=	PUNCT
aiti-8909	125	20	ey	ey	PROPN
aiti-8909	125	21	/	/	SYM
aiti-8909	125	22	b	b	NOUN
aiti-8909	125	23	=	=	SYM
aiti-8909	125	24	0.25	0.25	NUM
aiti-8909	125	25	d	d	NOUN
aiti-8909	125	26	/	/	SYM
aiti-8909	125	27	a	a	DET
aiti-8909	125	28	=	=	SYM
aiti-8909	125	29	0.1	0.1	NUM
aiti-8909	125	30	28	28	NUM
aiti-8909	125	31	26.2	26.2	NUM
aiti-8909	125	32	26.13	26.13	NUM
aiti-8909	125	33	1.87	1.87	NUM
aiti-8909	125	34	d	d	PROPN
aiti-8909	125	35	/	/	SYM
aiti-8909	125	36	a	a	PRON
aiti-8909	125	37	=	=	NOUN
aiti-8909	125	38	0.2	0.2	NUM
aiti-8909	125	39	32	32	NUM
aiti-8909	125	40	26.8	26.8	NUM
aiti-8909	125	41	26.76	26.76	NUM
aiti-8909	125	42	5.24	5.24	NUM
aiti-8909	125	43	ex	ex	X
aiti-8909	125	44	/	/	SYM
aiti-8909	125	45	a	a	NOUN
aiti-8909	125	46	=	=	NUM
aiti-8909	125	47	0.25	0.25	NUM
aiti-8909	125	48	and	and	CCONJ
aiti-8909	125	49	ey	ey	PROPN
aiti-8909	125	50	/	/	SYM
aiti-8909	125	51	b	b	NOUN
aiti-8909	125	52	=	=	SYM
aiti-8909	125	53	0	0	NUM
aiti-8909	126	1	d	d	NOUN
aiti-8909	126	2	/	/	SYM
aiti-8909	126	3	a	a	PRON
aiti-8909	126	4	=	=	SYM
aiti-8909	126	5	0.1	0.1	NUM
aiti-8909	126	6	24	24	NUM
aiti-8909	126	7	26.2	26.2	NUM
aiti-8909	126	8	26.14	26.14	NUM
aiti-8909	126	9	2.14	2.14	NUM
aiti-8909	126	10	d	d	NOUN
aiti-8909	126	11	/	/	SYM
aiti-8909	126	12	a	a	PRON
aiti-8909	126	13	=	=	NOUN
aiti-8909	126	14	0.2	0.2	NUM
aiti-8909	126	15	20	20	NUM
aiti-8909	126	16	26.9	26.9	NUM
aiti-8909	126	17	26.8	26.8	NUM
aiti-8909	126	18	6.8	6.8	NUM
aiti-8909	126	19	134	134	NUM
aiti-8909	126	20	advances	advance	NOUN
aiti-8909	126	21	in	in	ADP
aiti-8909	126	22	technology	technology	NOUN
aiti-8909	126	23	innovation	innovation	NOUN
aiti-8909	126	24	,	,	PUNCT
aiti-8909	126	25	vol	vol	NOUN
aiti-8909	126	26	.	.	PROPN
aiti-8909	126	27	7	7	NUM
aiti-8909	126	28	,	,	PUNCT
aiti-8909	126	29	no	no	INTJ
aiti-8909	126	30	.	.	NOUN
aiti-8909	126	31	2	2	NUM
aiti-8909	126	32	,	,	PUNCT
aiti-8909	126	33	2022	2022	NUM
aiti-8909	126	34	,	,	PUNCT
aiti-8909	126	35	pp	pp	ADJ
aiti-8909	126	36	.	.	PUNCT
aiti-8909	127	1	131	131	NUM
aiti-8909	127	2	-	-	SYM
aiti-8909	127	3	142	142	NUM
aiti-8909	127	4	fig	fig	NOUN
aiti-8909	127	5	.	.	PUNCT
aiti-8909	128	1	3	3	NUM
aiti-8909	128	2	structure	structure	NOUN
aiti-8909	128	3	of	of	ADP
aiti-8909	128	4	a	a	DET
aiti-8909	128	5	neuron	neuron	PROPN
aiti-8909	128	6	�	�	PROPN
aiti-8909	128	7	�	�	PROPN
aiti-8909	128	8	denotes	denote	VERB
aiti-8909	128	9	the	the	DET
aiti-8909	128	10	set	set	NOUN
aiti-8909	128	11	of	of	ADP
aiti-8909	128	12	inputs	input	NOUN
aiti-8909	128	13	for	for	ADP
aiti-8909	128	14	every	every	DET
aiti-8909	128	15	neuron	neuron	NOUN
aiti-8909	128	16	.	.	PUNCT
aiti-8909	129	1	the	the	DET
aiti-8909	129	2	collection	collection	NOUN
aiti-8909	129	3	of	of	ADP
aiti-8909	129	4	outputs	output	NOUN
aiti-8909	129	5	for	for	ADP
aiti-8909	129	6	each	each	DET
aiti-8909	129	7	neuron	neuron	NOUN
aiti-8909	129	8	is	be	AUX
aiti-8909	129	9	indicated	indicate	VERB
aiti-8909	129	10	by	by	ADP
aiti-8909	129	11	�	�	PROPN
aiti-8909	129	12	�	�	PROPN
aiti-8909	129	13	,	,	PUNCT
aiti-8909	129	14	while	while	SCONJ
aiti-8909	129	15	the	the	DET
aiti-8909	129	16	bias	bias	NOUN
aiti-8909	129	17	set	set	VERB
aiti-8909	129	18	for	for	ADP
aiti-8909	129	19	each	each	DET
aiti-8909	129	20	neuron	neuron	NOUN
aiti-8909	129	21	is	be	AUX
aiti-8909	129	22	given	give	VERB
aiti-8909	129	23	by	by	ADP
aiti-8909	129	24	�	�	PROPN
aiti-8909	129	25	�	�	PROPN
aiti-8909	129	26	.	.	PUNCT
aiti-8909	130	1	the	the	DET
aiti-8909	130	2	weight	weight	NOUN
aiti-8909	130	3	coefficient	coefficient	NOUN
aiti-8909	130	4	�	�	PROPN
aiti-8909	130	5	�	�	PROPN
aiti-8909	130	6	is	be	AUX
aiti-8909	130	7	multiplied	multiply	VERB
aiti-8909	130	8	by	by	ADP
aiti-8909	130	9	every	every	DET
aiti-8909	130	10	input	input	NOUN
aiti-8909	130	11	and	and	CCONJ
aiti-8909	130	12	then	then	ADV
aiti-8909	130	13	summed	sum	VERB
aiti-8909	130	14	with	with	ADP
aiti-8909	130	15	a	a	DET
aiti-8909	130	16	bias	bias	NOUN
aiti-8909	130	17	b	b	NOUN
aiti-8909	130	18	of	of	ADP
aiti-8909	130	19	neurons	neuron	NOUN
aiti-8909	130	20	to	to	PART
aiti-8909	130	21	generate	generate	VERB
aiti-8909	130	22	the	the	DET
aiti-8909	130	23	net	net	ADJ
aiti-8909	130	24	input	input	NOUN
aiti-8909	130	25	n	n	CCONJ
aiti-8909	130	26	,	,	PUNCT
aiti-8909	130	27	which	which	PRON
aiti-8909	130	28	may	may	AUX
aiti-8909	130	29	be	be	AUX
aiti-8909	130	30	written	write	VERB
aiti-8909	130	31	as	as	ADP
aiti-8909	130	32	:	:	PUNCT
aiti-8909	130	33	1	1	NUM
aiti-8909	130	34	k	k	NOUN
aiti-8909	130	35	j	j	PROPN
aiti-8909	130	36	j	j	PROPN
aiti-8909	130	37	jn	jn	PROPN
aiti-8909	130	38	w	w	PROPN
aiti-8909	130	39	x	x	PROPN
aiti-8909	130	40	b	b	X
aiti-8909	131	1	=	=	PUNCT
aiti-8909	131	2	=	=	SYM
aiti-8909	131	3	+	+	ADJ
aiti-8909	131	4	∑	∑	PROPN
aiti-8909	131	5	(	(	PUNCT
aiti-8909	131	6	3	3	NUM
aiti-8909	131	7	)	)	PUNCT
aiti-8909	131	8	the	the	DET
aiti-8909	131	9	mathematical	mathematical	ADJ
aiti-8909	131	10	notation	notation	NOUN
aiti-8909	131	11	ji	ji	PROPN
aiti-8909	131	12	corresponds	correspond	VERB
aiti-8909	131	13	to	to	ADP
aiti-8909	131	14	the	the	DET
aiti-8909	131	15	input	input	NOUN
aiti-8909	131	16	i	i	PRON
aiti-8909	131	17	in	in	ADP
aiti-8909	131	18	neuron	neuron	PROPN
aiti-8909	131	19	j.	j.	PROPN
aiti-8909	132	1	the	the	DET
aiti-8909	132	2	net	net	ADJ
aiti-8909	132	3	input	input	NOUN
aiti-8909	132	4	n	n	ADV
aiti-8909	132	5	is	be	AUX
aiti-8909	132	6	then	then	ADV
aiti-8909	132	7	sent	send	VERB
aiti-8909	132	8	via	via	ADP
aiti-8909	132	9	an	an	DET
aiti-8909	132	10	active	active	ADJ
aiti-8909	132	11	function	function	NOUN
aiti-8909	132	12	,	,	PUNCT
aiti-8909	132	13	which	which	PRON
aiti-8909	132	14	gives	give	VERB
aiti-8909	132	15	the	the	DET
aiti-8909	132	16	neuron	neuron	PROPN
aiti-8909	132	17	output	output	PROPN
aiti-8909	132	18	�	�	PROPN
aiti-8909	132	19	.	.	PUNCT
aiti-8909	133	1	(	(	PUNCT
aiti-8909	133	2	)	)	PUNCT
aiti-8909	133	3	ρ	ρ	PROPN
aiti-8909	133	4	=	=	SYM
aiti-8909	133	5	f	f	PROPN
aiti-8909	133	6	n	n	CCONJ
aiti-8909	133	7	(	(	PUNCT
aiti-8909	133	8	4	4	X
aiti-8909	133	9	)	)	PUNCT
aiti-8909	133	10	the	the	DET
aiti-8909	133	11	hyperbolic	hyperbolic	ADJ
aiti-8909	133	12	tangent	tangent	NOUN
aiti-8909	133	13	sigmoid	sigmoid	NOUN
aiti-8909	133	14	activation	activation	NOUN
aiti-8909	133	15	function	function	NOUN
aiti-8909	133	16	is	be	AUX
aiti-8909	133	17	used	use	VERB
aiti-8909	133	18	in	in	ADP
aiti-8909	133	19	this	this	DET
aiti-8909	133	20	investigation	investigation	NOUN
aiti-8909	133	21	.	.	PUNCT
aiti-8909	134	1	the	the	DET
aiti-8909	134	2	following	follow	VERB
aiti-8909	134	3	formula	formula	NOUN
aiti-8909	134	4	may	may	AUX
aiti-8909	134	5	be	be	AUX
aiti-8909	134	6	used	use	VERB
aiti-8909	134	7	to	to	PART
aiti-8909	134	8	express	express	VERB
aiti-8909	134	9	it	it	PRON
aiti-8909	134	10	:	:	PUNCT
aiti-8909	134	11	ψ	ψ	X
aiti-8909	134	12	−	−	X
aiti-8909	134	13	−	−	PROPN
aiti-8909	134	14	−=	−=	NOUN
aiti-8909	134	15	+	+	CCONJ
aiti-8909	134	16	n	n	CCONJ
aiti-8909	134	17	n	n	CCONJ
aiti-8909	134	18	n	n	CCONJ
aiti-8909	134	19	n	n	NOUN
aiti-8909	134	20	e	e	X
aiti-8909	134	21	e	e	X
aiti-8909	134	22	e	e	X
aiti-8909	134	23	e	e	X
aiti-8909	134	24	(	(	PUNCT
aiti-8909	134	25	5	5	NUM
aiti-8909	134	26	)	)	PUNCT
aiti-8909	134	27	as	as	ADP
aiti-8909	134	28	a	a	DET
aiti-8909	134	29	result	result	NOUN
aiti-8909	134	30	,	,	PUNCT
aiti-8909	134	31	fnnn	fnnn	VERB
aiti-8909	134	32	with	with	ADP
aiti-8909	134	33	a	a	DET
aiti-8909	134	34	single	single	ADJ
aiti-8909	134	35	input	input	NOUN
aiti-8909	134	36	layer	layer	NOUN
aiti-8909	134	37	and	and	CCONJ
aiti-8909	134	38	one	one	NUM
aiti-8909	134	39	hidden	hide	VERB
aiti-8909	134	40	layer	layer	NOUN
aiti-8909	134	41	in	in	ADP
aiti-8909	134	42	fig	fig	NOUN
aiti-8909	134	43	.	.	PUNCT
aiti-8909	135	1	4	4	NUM
aiti-8909	135	2	implements	implement	VERB
aiti-8909	135	3	the	the	DET
aiti-8909	135	4	equation	equation	NOUN
aiti-8909	135	5	below	below	ADP
aiti-8909	135	6	:	:	PUNCT
aiti-8909	135	7	2	2	NUM
aiti-8909	135	8	2	2	NUM
aiti-8909	135	9	2	2	NUM
aiti-8909	135	10	1	1	NUM
aiti-8909	135	11	1	1	NUM
aiti-8909	135	12	1	1	NUM
aiti-8909	135	13	2	2	NUM
aiti-8909	135	14	1	1	NUM
aiti-8909	135	15	1	1	NUM
aiti-8909	135	16	1	1	NUM
aiti-8909	135	17	)	)	PUNCT
aiti-8909	135	18	(	(	PUNCT
aiti-8909	135	19	n	n	X
aiti-8909	135	20	k	k	NOUN
aiti-8909	136	1	i	i	PRON
aiti-8909	136	2	j	j	PROPN
aiti-8909	137	1	ij	ij	INTJ
aiti-8909	137	2	j	j	PROPN
aiti-8909	137	3	iia	iia	PROPN
aiti-8909	137	4	w	w	PROPN
aiti-8909	137	5	w	w	PROPN
aiti-8909	137	6	x	x	PROPN
aiti-8909	137	7	b	b	PROPN
aiti-8909	137	8	b	b	X
aiti-8909	137	9	=	=	SYM
aiti-8909	137	10	=	=	SYM
aiti-8909	137	11	=	=	PUNCT
aiti-8909	138	1	+	+	NUM
aiti-8909	138	2			PROPN
aiti-8909	138	3			NUM
aiti-8909	138	4			ADJ
aiti-8909	138	5			PROPN
aiti-8909	138	6			ADJ
aiti-8909	138	7			NOUN
aiti-8909	138	8	+	+	CCONJ
aiti-8909	138	9			ADJ
aiti-8909	138	10	∑	∑	PROPN
aiti-8909	138	11	∑ψ	∑ψ	NOUN
aiti-8909	138	12	ψ	ψ	X
aiti-8909	138	13	(	(	PUNCT
aiti-8909	138	14	6	6	NUM
aiti-8909	138	15	)	)	PUNCT
aiti-8909	138	16	where	where	SCONJ
aiti-8909	138	17	�	�	PROPN
aiti-8909	138	18	signifies	signify	VERB
aiti-8909	138	19	the	the	DET
aiti-8909	138	20	entire	entire	ADJ
aiti-8909	138	21	network	network	NOUN
aiti-8909	138	22	output	output	NOUN
aiti-8909	138	23	.	.	PUNCT
aiti-8909	139	1	the	the	DET
aiti-8909	139	2	activation	activation	NOUN
aiti-8909	139	3	functions	function	NOUN
aiti-8909	139	4	of	of	ADP
aiti-8909	139	5	the	the	DET
aiti-8909	139	6	hidden	hide	VERB
aiti-8909	139	7	layer	layer	NOUN
aiti-8909	139	8	and	and	CCONJ
aiti-8909	139	9	output	output	NOUN
aiti-8909	139	10	layer	layer	NOUN
aiti-8909	139	11	,	,	PUNCT
aiti-8909	139	12	accordingly	accordingly	ADV
aiti-8909	139	13	,	,	PUNCT
aiti-8909	139	14	are	be	AUX
aiti-8909	139	15	represented	represent	VERB
aiti-8909	139	16	by	by	ADP
aiti-8909	139	17	�	�	PROPN
aiti-8909	139	18	and	and	CCONJ
aiti-8909	139	19	.	.	PUNCT
aiti-8909	140	1	k	k	PROPN
aiti-8909	140	2	and	and	CCONJ
aiti-8909	140	3	n	n	PROPN
aiti-8909	140	4	denote	denote	VERB
aiti-8909	140	5	the	the	DET
aiti-8909	140	6	number	number	NOUN
aiti-8909	140	7	of	of	ADP
aiti-8909	140	8	inputs	input	NOUN
aiti-8909	140	9	and	and	CCONJ
aiti-8909	140	10	neurons	neuron	NOUN
aiti-8909	140	11	in	in	ADP
aiti-8909	140	12	the	the	DET
aiti-8909	140	13	hidden	hide	VERB
aiti-8909	140	14	layer	layer	NOUN
aiti-8909	140	15	,	,	PUNCT
aiti-8909	140	16	respectively	respectively	ADV
aiti-8909	140	17	.	.	PUNCT
aiti-8909	141	1	�	�	PROPN
aiti-8909	141	2	is	be	AUX
aiti-8909	141	3	the	the	DET
aiti-8909	141	4	neuron	neuron	NOUN
aiti-8909	141	5	’s	’s	PART
aiti-8909	141	6	bias	bias	NOUN
aiti-8909	141	7	within	within	ADP
aiti-8909	141	8	the	the	DET
aiti-8909	141	9	output	output	NOUN
aiti-8909	141	10	layer	layer	NOUN
aiti-8909	141	11	.	.	PUNCT
aiti-8909	142	1	�	�	PROPN
aiti-8909	142	2	�	�	PROPN
aiti-8909	142	3	is	be	AUX
aiti-8909	142	4	the	the	DET
aiti-8909	142	5	weight	weight	NOUN
aiti-8909	142	6	that	that	PRON
aiti-8909	142	7	connects	connect	VERB
aiti-8909	142	8	the	the	DET
aiti-8909	142	9	ith	ith	NOUN
aiti-8909	142	10	hidden	hide	VERB
aiti-8909	142	11	layer	layer	NOUN
aiti-8909	142	12	resource	resource	NOUN
aiti-8909	142	13	to	to	ADP
aiti-8909	142	14	the	the	DET
aiti-8909	142	15	output	output	NOUN
aiti-8909	142	16	layer	layer	NOUN
aiti-8909	142	17	neuron	neuron	PROPN
aiti-8909	142	18	.	.	PUNCT
aiti-8909	143	1	fig	fig	NOUN
aiti-8909	143	2	.	.	PUNCT
aiti-8909	144	1	4	4	NUM
aiti-8909	144	2	depicts	depict	VERB
aiti-8909	144	3	the	the	DET
aiti-8909	144	4	conceptual	conceptual	ADJ
aiti-8909	144	5	architecture	architecture	NOUN
aiti-8909	144	6	of	of	ADP
aiti-8909	144	7	the	the	DET
aiti-8909	144	8	model	model	NOUN
aiti-8909	144	9	.	.	PUNCT
aiti-8909	145	1	fig	fig	NOUN
aiti-8909	145	2	.	.	PUNCT
aiti-8909	146	1	4	4	NUM
aiti-8909	146	2	architecture	architecture	NOUN
aiti-8909	146	3	of	of	ADP
aiti-8909	146	4	the	the	DET
aiti-8909	146	5	proposed	propose	VERB
aiti-8909	146	6	ann	ann	PROPN
aiti-8909	146	7	predictive	predictive	PROPN
aiti-8909	146	8	model	model	NOUN
aiti-8909	146	9	135	135	NUM
aiti-8909	146	10	advances	advance	NOUN
aiti-8909	146	11	in	in	ADP
aiti-8909	146	12	technology	technology	NOUN
aiti-8909	146	13	innovation	innovation	NOUN
aiti-8909	146	14	,	,	PUNCT
aiti-8909	146	15	vol	vol	NOUN
aiti-8909	146	16	.	.	PROPN
aiti-8909	146	17	7	7	NUM
aiti-8909	146	18	,	,	PUNCT
aiti-8909	146	19	no	no	INTJ
aiti-8909	146	20	.	.	NOUN
aiti-8909	146	21	2	2	NUM
aiti-8909	146	22	,	,	PUNCT
aiti-8909	146	23	2022	2022	NUM
aiti-8909	146	24	,	,	PUNCT
aiti-8909	146	25	pp	pp	ADJ
aiti-8909	146	26	.	.	PUNCT
aiti-8909	147	1	131	131	NUM
aiti-8909	147	2	-	-	SYM
aiti-8909	147	3	142	142	NUM
aiti-8909	147	4	3.3	3.3	NUM
aiti-8909	147	5	.	.	PUNCT
aiti-8909	148	1	levenberg	levenberg	PROPN
aiti-8909	148	2	-	-	PUNCT
aiti-8909	148	3	marquardt	marquardt	PROPN
aiti-8909	148	4	algorithm	algorithm	PROPN
aiti-8909	148	5	training	training	NOUN
aiti-8909	148	6	neural	neural	ADJ
aiti-8909	148	7	networks	network	NOUN
aiti-8909	148	8	are	be	AUX
aiti-8909	148	9	basically	basically	ADV
aiti-8909	148	10	nonlinear	nonlinear	ADJ
aiti-8909	148	11	least	least	ADJ
aiti-8909	148	12	-	-	PUNCT
aiti-8909	148	13	squares	square	NOUN
aiti-8909	148	14	problems	problem	NOUN
aiti-8909	148	15	that	that	PRON
aiti-8909	148	16	can	can	AUX
aiti-8909	148	17	be	be	AUX
aiti-8909	148	18	solved	solve	VERB
aiti-8909	148	19	using	use	VERB
aiti-8909	148	20	a	a	DET
aiti-8909	148	21	class	class	NOUN
aiti-8909	148	22	of	of	ADP
aiti-8909	148	23	nonlinear	nonlinear	ADJ
aiti-8909	148	24	least	least	ADJ
aiti-8909	148	25	-	-	PUNCT
aiti-8909	148	26	squares	square	NOUN
aiti-8909	148	27	algorithms	algorithm	NOUN
aiti-8909	148	28	.	.	PUNCT
aiti-8909	149	1	among	among	ADP
aiti-8909	149	2	them	they	PRON
aiti-8909	149	3	,	,	PUNCT
aiti-8909	149	4	the	the	DET
aiti-8909	149	5	levenberg	levenberg	PROPN
aiti-8909	149	6	-	-	PUNCT
aiti-8909	149	7	marquardt	marquardt	PROPN
aiti-8909	149	8	approach	approach	NOUN
aiti-8909	149	9	is	be	AUX
aiti-8909	149	10	regarded	regard	VERB
aiti-8909	149	11	as	as	ADP
aiti-8909	149	12	the	the	DET
aiti-8909	149	13	most	most	ADV
aiti-8909	149	14	efficient	efficient	ADJ
aiti-8909	149	15	algorithm	algorithm	NOUN
aiti-8909	149	16	for	for	ADP
aiti-8909	149	17	training	training	NOUN
aiti-8909	149	18	anns	ann	NOUN
aiti-8909	149	19	.	.	PUNCT
aiti-8909	150	1	it	it	PRON
aiti-8909	150	2	is	be	AUX
aiti-8909	150	3	based	base	VERB
aiti-8909	150	4	on	on	ADP
aiti-8909	150	5	newton	newton	PROPN
aiti-8909	150	6	’s	’s	PART
aiti-8909	150	7	approach	approach	NOUN
aiti-8909	150	8	,	,	PUNCT
aiti-8909	150	9	which	which	PRON
aiti-8909	150	10	was	be	AUX
aiti-8909	150	11	developed	develop	VERB
aiti-8909	150	12	for	for	ADP
aiti-8909	150	13	minimizing	minimize	VERB
aiti-8909	150	14	sums	sum	NOUN
aiti-8909	150	15	of	of	ADP
aiti-8909	150	16	squares	square	NOUN
aiti-8909	150	17	error	error	NOUN
aiti-8909	150	18	functions	function	NOUN
aiti-8909	150	19	,	,	PUNCT
aiti-8909	150	20	such	such	ADJ
aiti-8909	150	21	as	as	ADP
aiti-8909	150	22	the	the	DET
aiti-8909	150	23	form	form	NOUN
aiti-8909	150	24	below	below	ADV
aiti-8909	150	25	:	:	PUNCT
aiti-8909	150	26	1	1	NUM
aiti-8909	150	27	2	2	NUM
aiti-8909	150	28	1	1	NUM
aiti-8909	150	29	(	(	PUNCT
aiti-8909	150	30	)	)	PUNCT
aiti-8909	150	31	(	(	PUNCT
aiti-8909	150	32	)	)	PUNCT
aiti-8909	150	33	(	(	PUNCT
aiti-8909	150	34	)	)	PUNCT
aiti-8909	150	35	(	(	PUNCT
aiti-8909	150	36	)	)	PUNCT
aiti-8909	150	37	2	2	NUM
aiti-8909	150	38	t	t	NOUN
aiti-8909	151	1	i	i	PRON
aiti-8909	152	1	n	n	ADV
aiti-8909	153	1	jf	jf	PROPN
aiti-8909	153	2	x	x	PUNCT
aiti-8909	153	3	u	u	NOUN
aiti-8909	153	4	u	u	NOUN
aiti-8909	153	5	x	x	X
aiti-8909	153	6	u	u	NOUN
aiti-8909	153	7	xx	xx	NUM
aiti-8909	153	8	=	=	PUNCT
aiti-8909	154	1	=	=	PUNCT
aiti-8909	154	2	=	=	NOUN
aiti-8909	154	3	∑	∑	PROPN
aiti-8909	154	4	(	(	PUNCT
aiti-8909	154	5	7	7	NUM
aiti-8909	154	6	)	)	PUNCT
aiti-8909	154	7	where	where	SCONJ
aiti-8909	154	8	�	�	PROPN
aiti-8909	154	9	�	�	PROPN
aiti-8909	154	10	is	be	AUX
aiti-8909	154	11	the	the	DET
aiti-8909	154	12	error	error	NOUN
aiti-8909	154	13	in	in	ADP
aiti-8909	154	14	the	the	DET
aiti-8909	154	15	n	n	PRON
aiti-8909	154	16	th	th	NOUN
aiti-8909	154	17	pattern	pattern	NOUN
aiti-8909	154	18	,	,	PUNCT
aiti-8909	154	19	u	u	NOUN
aiti-8909	154	20	is	be	AUX
aiti-8909	154	21	the	the	DET
aiti-8909	154	22	vector	vector	NOUN
aiti-8909	154	23	with	with	ADP
aiti-8909	154	24	elements	element	NOUN
aiti-8909	154	25	�	�	PROPN
aiti-8909	154	26	�	�	PROPN
aiti-8909	154	27	,	,	PUNCT
aiti-8909	154	28	and	and	CCONJ
aiti-8909	154	29	�	�	PROPN
aiti-8909	154	30	=	=	SYM
aiti-8909	154	31	(	(	PUNCT
aiti-8909	154	32	�	�	PROPN
aiti-8909	154	33	,	,	PUNCT
aiti-8909	154	34	,	,	PUNCT
aiti-8909	154	35	�	�	PROPN
aiti-8909	154	36	,	,	PUNCT
aiti-8909	154	37	…	…	PUNCT
aiti-8909	154	38	…	…	NUM
aiti-8909	154	39	,	,	PUNCT
aiti-8909	154	40	�	�	PROPN
aiti-8909	154	41	)	)	PUNCT
aiti-8909	154	42	�	�	PROPN
aiti-8909	154	43	contains	contain	VERB
aiti-8909	154	44	all	all	PRON
aiti-8909	154	45	of	of	ADP
aiti-8909	154	46	the	the	DET
aiti-8909	154	47	network	network	NOUN
aiti-8909	154	48	’s	’s	PART
aiti-8909	154	49	weights	weight	NOUN
aiti-8909	154	50	.	.	PUNCT
aiti-8909	155	1	the	the	DET
aiti-8909	155	2	sum	sum	NOUN
aiti-8909	155	3	of	of	ADP
aiti-8909	155	4	squared	square	VERB
aiti-8909	155	5	errors	error	NOUN
aiti-8909	155	6	function	function	NOUN
aiti-8909	155	7	is	be	AUX
aiti-8909	155	8	denoted	denote	VERB
aiti-8909	155	9	as	as	ADP
aiti-8909	155	10	:	:	PUNCT
aiti-8909	155	11	1	1	NUM
aiti-8909	155	12	(	(	PUNCT
aiti-8909	155	13	)	)	PUNCT
aiti-8909	155	14	(	(	PUNCT
aiti-8909	155	15	)	)	PUNCT
aiti-8909	155	16	(	(	PUNCT
aiti-8909	155	17	)	)	PUNCT
aiti-8909	155	18	2	2	NUM
aiti-8909	155	19	t	t	NOUN
aiti-8909	155	20	f	f	AUX
aiti-8909	155	21	w	w	PROPN
aiti-8909	155	22	u	u	PROPN
aiti-8909	155	23	w	w	PROPN
aiti-8909	155	24	u	u	NOUN
aiti-8909	155	25	w=	w=	NOUN
aiti-8909	155	26	(	(	PUNCT
aiti-8909	155	27	8)	8)	NUM
aiti-8909	155	28	newton	newton	PROPN
aiti-8909	155	29	’s	’s	PART
aiti-8909	155	30	approach	approach	NOUN
aiti-8909	155	31	is	be	AUX
aiti-8909	155	32	used	use	VERB
aiti-8909	155	33	to	to	PART
aiti-8909	155	34	maximize	maximize	VERB
aiti-8909	155	35	a	a	DET
aiti-8909	155	36	performance	performance	NOUN
aiti-8909	155	37	index	index	NOUN
aiti-8909	155	38	�	�	PROPN
aiti-8909	155	39	(	(	PUNCT
aiti-8909	155	40	):	):	PUNCT
aiti-8909	155	41	1	1	NUM
aiti-8909	155	42	1n	1n	NUM
aiti-8909	155	43	n	n	CCONJ
aiti-8909	155	44	n	n	NOUN
aiti-8909	155	45	nw	nw	PROPN
aiti-8909	155	46	w	w	NOUN
aiti-8909	156	1	a	a	DET
aiti-8909	156	2	g−	g−	PROPN
aiti-8909	156	3	+	+	NUM
aiti-8909	156	4	=	=	SYM
aiti-8909	156	5	−	−	PROPN
aiti-8909	156	6	(	(	PUNCT
aiti-8909	156	7	9	9	NUM
aiti-8909	156	8	)	)	SYM
aiti-8909	156	9	2	2	NUM
aiti-8909	156	10	(	(	PUNCT
aiti-8909	156	11	)	)	PUNCT
aiti-8909	156	12	n	n	CCONJ
aiti-8909	156	13	n	n	PROPN
aiti-8909	156	14	w	w	PROPN
aiti-8909	156	15	w	w	PROPN
aiti-8909	156	16	a	a	DET
aiti-8909	156	17	f	f	NOUN
aiti-8909	156	18	w	w	PROPN
aiti-8909	156	19	=	=	PUNCT
aiti-8909	156	20	≡∇	≡∇	ADJ
aiti-8909	156	21	(	(	PUNCT
aiti-8909	156	22	10	10	NUM
aiti-8909	156	23	)	)	PUNCT
aiti-8909	156	24	(	(	PUNCT
aiti-8909	156	25	)	)	PUNCT
aiti-8909	156	26	n	n	CCONJ
aiti-8909	156	27	n	n	PRON
aiti-8909	156	28	w	w	PROPN
aiti-8909	156	29	w	w	PROPN
aiti-8909	156	30	g	g	PROPN
aiti-8909	156	31	f	f	PROPN
aiti-8909	156	32	w	w	PROPN
aiti-8909	156	33	=	=	VERB
aiti-8909	156	34	≡∇	≡∇	ADJ
aiti-8909	156	35	(	(	PUNCT
aiti-8909	156	36	11	11	NUM
aiti-8909	156	37	)	)	PUNCT
aiti-8909	156	38	where	where	SCONJ
aiti-8909	156	39	�	�	PROPN
aiti-8909	156	40	�	�	PROPN
aiti-8909	156	41	(	(	PUNCT
aiti-8909	156	42	)	)	PUNCT
aiti-8909	156	43	is	be	AUX
aiti-8909	156	44	the	the	DET
aiti-8909	156	45	hessian	hessian	ADJ
aiti-8909	156	46	matrix	matrix	NOUN
aiti-8909	156	47	and	and	CCONJ
aiti-8909	156	48	�	�	PROPN
aiti-8909	156	49	�	�	PROPN
aiti-8909	156	50	(	(	PUNCT
aiti-8909	156	51	)	)	PUNCT
aiti-8909	156	52	is	be	AUX
aiti-8909	156	53	the	the	DET
aiti-8909	156	54	gradient	gradient	NOUN
aiti-8909	156	55	obtained	obtain	VERB
aiti-8909	156	56	as	as	ADP
aiti-8909	156	57	follows	follow	VERB
aiti-8909	156	58	.	.	PUNCT
aiti-8909	157	1	(	(	PUNCT
aiti-8909	157	2	)	)	PUNCT
aiti-8909	157	3	2	2	NUM
aiti-8909	157	4	(	(	PUNCT
aiti-8909	157	5	)	)	PUNCT
aiti-8909	157	6	(	(	PUNCT
aiti-8909	157	7	)	)	PUNCT
aiti-8909	157	8	t	t	PROPN
aiti-8909	157	9	f	f	PROPN
aiti-8909	157	10	w	w	PROPN
aiti-8909	157	11	j	j	PROPN
aiti-8909	157	12	w	w	PROPN
aiti-8909	157	13	u	u	PROPN
aiti-8909	157	14	w=∇	w=∇	X
aiti-8909	157	15	(	(	PUNCT
aiti-8909	157	16	12	12	NUM
aiti-8909	157	17	)	)	SYM
aiti-8909	157	18	2	2	NUM
aiti-8909	157	19	(	(	PUNCT
aiti-8909	157	20	)	)	PUNCT
aiti-8909	157	21	2	2	NUM
aiti-8909	157	22	(	(	PUNCT
aiti-8909	157	23	)	)	PUNCT
aiti-8909	157	24	(	(	PUNCT
aiti-8909	157	25	)	)	PUNCT
aiti-8909	157	26	2	2	NUM
aiti-8909	157	27	(	(	PUNCT
aiti-8909	157	28	)	)	PUNCT
aiti-8909	157	29	t	t	PROPN
aiti-8909	157	30	f	f	PROPN
aiti-8909	157	31	w	w	PROPN
aiti-8909	157	32	j	j	PROPN
aiti-8909	157	33	w	w	PROPN
aiti-8909	157	34	j	j	PROPN
aiti-8909	157	35	w	w	PROPN
aiti-8909	157	36	s	s	PROPN
aiti-8909	157	37	w=	w=	NOUN
aiti-8909	157	38	+	+	NOUN
aiti-8909	157	39	∇	∇	X
aiti-8909	157	40	(	(	PUNCT
aiti-8909	157	41	13	13	NUM
aiti-8909	157	42	)	)	PUNCT
aiti-8909	157	43	j(w	j(w	PROPN
aiti-8909	157	44	)	)	PUNCT
aiti-8909	157	45	represents	represent	VERB
aiti-8909	157	46	the	the	DET
aiti-8909	157	47	jacobian	jacobian	ADJ
aiti-8909	157	48	matrix	matrix	NOUN
aiti-8909	157	49	:	:	PUNCT
aiti-8909	157	50	11	11	NUM
aiti-8909	157	51	11	11	NUM
aiti-8909	157	52	11	11	NUM
aiti-8909	157	53	1	1	NUM
aiti-8909	157	54	2	2	NUM
aiti-8909	157	55	12	12	NUM
aiti-8909	157	56	12	12	NUM
aiti-8909	157	57	12	12	NUM
aiti-8909	157	58	1	1	NUM
aiti-8909	157	59	2	2	NUM
aiti-8909	157	60	1	1	NUM
aiti-8909	157	61	1	1	NUM
aiti-8909	157	62	1	1	NUM
aiti-8909	157	63	1	1	NUM
aiti-8909	157	64	2	2	NUM
aiti-8909	157	65	1	1	NUM
aiti-8909	157	66	1	1	NUM
aiti-8909	157	67	1	1	NUM
aiti-8909	157	68	1	1	NUM
aiti-8909	157	69	2	2	NUM
aiti-8909	157	70	2	2	NUM
aiti-8909	157	71	2	2	NUM
aiti-8909	157	72	1	1	NUM
aiti-8909	157	73	1	1	NUM
aiti-8909	157	74	2	2	NUM
aiti-8909	157	75	2	2	NUM
aiti-8909	157	76	(	(	PUNCT
aiti-8909	157	77	)	)	PUNCT
aiti-8909	157	78	n	n	CCONJ
aiti-8909	157	79	m	m	VERB
aiti-8909	157	80	m	m	VERB
aiti-8909	157	81	m	m	PRON
aiti-8909	157	82	p	p	NOUN
aiti-8909	157	83	p	p	PROPN
aiti-8909	157	84	p	p	NOUN
aiti-8909	158	1	n	n	PRON
aiti-8909	158	2	p	p	NOUN
aiti-8909	158	3	p	p	X
aiti-8909	158	4	p	p	X
aiti-8909	158	5	pm	pm	NOUN
aiti-8909	158	6	p	p	PROPN
aiti-8909	158	7	n	n	INTJ
aiti-8909	158	8	m	m	NOUN
aiti-8909	158	9	n	n	ADJ
aiti-8909	158	10	n	n	CCONJ
aiti-8909	158	11	u	u	X
aiti-8909	158	12	u	u	X
aiti-8909	158	13	u	u	PROPN
aiti-8909	158	14	w	w	PROPN
aiti-8909	158	15	w	w	PROPN
aiti-8909	158	16	w	w	PROPN
aiti-8909	158	17	u	u	PROPN
aiti-8909	158	18	u	u	NOUN
aiti-8909	158	19	u	u	PROPN
aiti-8909	158	20	w	w	PROPN
aiti-8909	158	21	w	w	PROPN
aiti-8909	158	22	w	w	PROPN
aiti-8909	158	23	u	u	PROPN
aiti-8909	158	24	u	u	NOUN
aiti-8909	158	25	u	u	PROPN
aiti-8909	158	26	w	w	PROPN
aiti-8909	158	27	w	w	PROPN
aiti-8909	158	28	w	w	PROPN
aiti-8909	158	29	j	j	PROPN
aiti-8909	158	30	w	w	PROPN
aiti-8909	158	31	u	u	PROPN
aiti-8909	158	32	u	u	X
aiti-8909	158	33	u	u	PROPN
aiti-8909	158	34	w	w	PROPN
aiti-8909	158	35	w	w	PROPN
aiti-8909	158	36	w	w	PROPN
aiti-8909	158	37	u	u	PROPN
aiti-8909	158	38	u	u	NOUN
aiti-8909	158	39	u	u	PROPN
aiti-8909	158	40	w	w	PROPN
aiti-8909	158	41	w	w	PROPN
aiti-8909	158	42	w	w	PROPN
aiti-8909	158	43	u	u	PROPN
aiti-8909	158	44	u	u	PROPN
aiti-8909	158	45	w	w	PROPN
aiti-8909	158	46	=	=	SYM
aiti-8909	158	47	⋮	⋮	NOUN
aiti-8909	158	48	⋮	⋮	NOUN
aiti-8909	158	49	⋱	⋱	X
aiti-8909	158	50	…	…	PUNCT
aiti-8909	158	51	…	…	PUNCT
aiti-8909	158	52	⋱	⋱	X
aiti-8909	158	53	…	…	PUNCT
aiti-8909	158	54	…	…	PUNCT
aiti-8909	158	55	…	…	PUNCT
aiti-8909	158	56	…	…	PUNCT
aiti-8909	158	57	…	…	PUNCT
aiti-8909	158	58	…	…	PUNCT
aiti-8909	158	59	…	…	PUNCT
aiti-8909	158	60	⋱	⋱	X
aiti-8909	158	61	…	…	PUNCT
aiti-8909	158	62	…	…	PUNCT
aiti-8909	158	63	…	…	SYM
aiti-8909	158	64	∂	∂	NUM
aiti-8909	158	65	∂	∂	NUM
aiti-8909	158	66	∂	∂	NUM
aiti-8909	158	67	∂	∂	NUM
aiti-8909	158	68	∂	∂	NUM
aiti-8909	158	69	∂	∂	NUM
aiti-8909	158	70	∂	∂	NUM
aiti-8909	158	71	∂	∂	NUM
aiti-8909	158	72	∂	∂	NUM
aiti-8909	158	73	∂	∂	NUM
aiti-8909	158	74	∂	∂	NUM
aiti-8909	158	75	∂	∂	NUM
aiti-8909	158	76	∂	∂	NUM
aiti-8909	158	77	∂	∂	NUM
aiti-8909	158	78	∂	∂	NUM
aiti-8909	158	79	∂	∂	NUM
aiti-8909	158	80	∂	∂	NUM
aiti-8909	158	81	∂	∂	NUM
aiti-8909	158	82	∂	∂	NUM
aiti-8909	158	83	∂	∂	NUM
aiti-8909	158	84	∂	∂	NUM
aiti-8909	158	85	∂	∂	NUM
aiti-8909	158	86	∂	∂	NUM
aiti-8909	158	87	∂	∂	NUM
aiti-8909	158	88	∂	∂	NUM
aiti-8909	158	89	∂	∂	NUM
aiti-8909	158	90	∂	∂	NUM
aiti-8909	158	91	∂	∂	NUM
aiti-8909	158	92	∂	∂	NUM
aiti-8909	158	93	∂	∂	NUM
aiti-8909	158	94	∂	∂	NUM
aiti-8909	158	95	∂	∂	NUM
aiti-8909	158	96	∂	∂	NUM
aiti-8909	158	97	∂	∂	NUM
aiti-8909	158	98	2	2	NUM
aiti-8909	158	99	n	n	PROPN
aiti-8909	158	100	pmu	pmu	PROPN
aiti-8909	158	101	w	w	PROPN
aiti-8909	158	102	w	w	PROPN
aiti-8909	158	103			PROPN
aiti-8909	158	104			PROPN
aiti-8909	158	105			ADJ
aiti-8909	158	106			PROPN
aiti-8909	158	107			NOUN
aiti-8909	159	1			PROPN
aiti-8909	159	2			NOUN
aiti-8909	159	3			PROPN
aiti-8909	159	4			NOUN
aiti-8909	159	5			PROPN
aiti-8909	159	6			NOUN
aiti-8909	159	7			PROPN
aiti-8909	159	8			NOUN
aiti-8909	159	9			PROPN
aiti-8909	159	10			NOUN
aiti-8909	159	11			PROPN
aiti-8909	159	12			NOUN
aiti-8909	159	13			PROPN
aiti-8909	159	14			NOUN
aiti-8909	159	15			PROPN
aiti-8909	159	16			NOUN
aiti-8909	159	17			PROPN
aiti-8909	159	18			NOUN
aiti-8909	159	19			PROPN
aiti-8909	159	20			NOUN
aiti-8909	159	21			PROPN
aiti-8909	159	22			NOUN
aiti-8909	159	23			PROPN
aiti-8909	159	24			NOUN
aiti-8909	159	25			PROPN
aiti-8909	159	26			NOUN
aiti-8909	159	27			PROPN
aiti-8909	159	28			NOUN
aiti-8909	159	29			PROPN
aiti-8909	159	30			NOUN
aiti-8909	159	31			PROPN
aiti-8909	159	32			NOUN
aiti-8909	159	33			PROPN
aiti-8909	159	34			NOUN
aiti-8909	159	35			PROPN
aiti-8909	159	36			NOUN
aiti-8909	159	37			PROPN
aiti-8909	159	38			NOUN
aiti-8909	159	39			PROPN
aiti-8909	159	40			ADJ
aiti-8909	159	41			ADJ
aiti-8909	159	42			NOUN
aiti-8909	159	43	…	…	SYM
aiti-8909	159	44	∂	∂	NUM
aiti-8909	159	45	∂	∂	NUM
aiti-8909	159	46	(	(	PUNCT
aiti-8909	159	47	14	14	NUM
aiti-8909	159	48	)	)	PUNCT
aiti-8909	159	49	where	where	SCONJ
aiti-8909	159	50	p	p	NOUN
aiti-8909	159	51	stands	stand	VERB
aiti-8909	159	52	for	for	ADP
aiti-8909	159	53	the	the	DET
aiti-8909	159	54	number	number	NOUN
aiti-8909	159	55	of	of	ADP
aiti-8909	159	56	training	training	NOUN
aiti-8909	159	57	patterns	pattern	NOUN
aiti-8909	159	58	and	and	CCONJ
aiti-8909	159	59	m	m	NOUN
aiti-8909	159	60	defines	define	VERB
aiti-8909	159	61	the	the	DET
aiti-8909	159	62	number	number	NOUN
aiti-8909	159	63	of	of	ADP
aiti-8909	159	64	output	output	NOUN
aiti-8909	159	65	patterns	pattern	NOUN
aiti-8909	159	66	.	.	PUNCT
aiti-8909	160	1	136	136	NUM
aiti-8909	160	2	advances	advance	NOUN
aiti-8909	160	3	in	in	ADP
aiti-8909	160	4	technology	technology	NOUN
aiti-8909	160	5	innovation	innovation	NOUN
aiti-8909	160	6	,	,	PUNCT
aiti-8909	160	7	vol	vol	NOUN
aiti-8909	160	8	.	.	PROPN
aiti-8909	160	9	7	7	NUM
aiti-8909	160	10	,	,	PUNCT
aiti-8909	160	11	no	no	INTJ
aiti-8909	160	12	.	.	NOUN
aiti-8909	160	13	2	2	NUM
aiti-8909	160	14	,	,	PUNCT
aiti-8909	160	15	2022	2022	NUM
aiti-8909	160	16	,	,	PUNCT
aiti-8909	160	17	pp	pp	ADJ
aiti-8909	160	18	.	.	PUNCT
aiti-8909	161	1	131	131	NUM
aiti-8909	161	2	-	-	SYM
aiti-8909	161	3	142	142	NUM
aiti-8909	161	4	2	2	NUM
aiti-8909	161	5	1	1	NUM
aiti-8909	161	6	(	(	PUNCT
aiti-8909	161	7	)	)	PUNCT
aiti-8909	161	8	(	(	PUNCT
aiti-8909	161	9	)	)	PUNCT
aiti-8909	161	10	(	(	PUNCT
aiti-8909	161	11	)	)	PUNCT
aiti-8909	161	12	n	n	CCONJ
aiti-8909	162	1	i	i	PRON
aiti-8909	162	2	i	i	PRON
aiti-8909	162	3	is	be	AUX
aiti-8909	162	4	w	w	PROPN
aiti-8909	162	5	v	v	PROPN
aiti-8909	162	6	w	w	PROPN
aiti-8909	162	7	v	v	NOUN
aiti-8909	162	8	w	w	NOUN
aiti-8909	163	1	=	=	PUNCT
aiti-8909	164	1	=	=	NOUN
aiti-8909	165	1	∑	∑	PUNCT
aiti-8909	165	2	∇	∇	X
aiti-8909	165	3	(	(	PUNCT
aiti-8909	165	4	15	15	NUM
aiti-8909	165	5	)	)	PUNCT
aiti-8909	165	6	the	the	DET
aiti-8909	165	7	hessian	hessian	ADJ
aiti-8909	165	8	matrix	matrix	NOUN
aiti-8909	165	9	can	can	AUX
aiti-8909	165	10	be	be	AUX
aiti-8909	165	11	estimated	estimate	VERB
aiti-8909	165	12	as	as	SCONJ
aiti-8909	165	13	follows	follow	VERB
aiti-8909	165	14	if	if	SCONJ
aiti-8909	165	15	s(x	s(x	NOUN
aiti-8909	165	16	)	)	PUNCT
aiti-8909	165	17	is	be	AUX
aiti-8909	165	18	considered	consider	VERB
aiti-8909	165	19	to	to	PART
aiti-8909	165	20	be	be	AUX
aiti-8909	165	21	small	small	ADJ
aiti-8909	165	22	.	.	PUNCT
aiti-8909	166	1	2	2	NUM
aiti-8909	166	2	(	(	PUNCT
aiti-8909	166	3	)	)	PUNCT
aiti-8909	166	4	2	2	NUM
aiti-8909	166	5	(	(	PUNCT
aiti-8909	166	6	)	)	PUNCT
aiti-8909	166	7	(	(	PUNCT
aiti-8909	166	8	)	)	PUNCT
aiti-8909	166	9	t	t	PROPN
aiti-8909	166	10	f	f	PROPN
aiti-8909	166	11	w	w	PROPN
aiti-8909	166	12	j	j	PROPN
aiti-8909	166	13	w	w	PROPN
aiti-8909	166	14	j	j	PROPN
aiti-8909	166	15	w=∇	w=∇	X
aiti-8909	166	16	(	(	PUNCT
aiti-8909	166	17	16	16	NUM
aiti-8909	166	18	)	)	PUNCT
aiti-8909	166	19	substituting	substitute	VERB
aiti-8909	166	20	eqs	eqs	PROPN
aiti-8909	166	21	.	.	PUNCT
aiti-8909	167	1	(	(	PUNCT
aiti-8909	167	2	11	11	NUM
aiti-8909	167	3	)	)	PUNCT
aiti-8909	167	4	and	and	CCONJ
aiti-8909	167	5	(	(	PUNCT
aiti-8909	167	6	15	15	NUM
aiti-8909	167	7	)	)	PUNCT
aiti-8909	167	8	into	into	ADP
aiti-8909	167	9	eq	eq	NOUN
aiti-8909	167	10	.	.	PUNCT
aiti-8909	168	1	(	(	PUNCT
aiti-8909	168	2	8)	8)	NUM
aiti-8909	168	3	,	,	PUNCT
aiti-8909	168	4	the	the	DET
aiti-8909	168	5	gauss	gauss	PROPN
aiti-8909	168	6	-	-	PUNCT
aiti-8909	168	7	newton	newton	PROPN
aiti-8909	168	8	method	method	NOUN
aiti-8909	168	9	can	can	AUX
aiti-8909	168	10	be	be	AUX
aiti-8909	168	11	obtained	obtain	VERB
aiti-8909	168	12	as	as	ADP
aiti-8909	168	13	:	:	SYM
aiti-8909	168	14	1	1	NUM
aiti-8909	168	15	)	)	PUNCT
aiti-8909	168	16	∆	∆	PROPN
aiti-8909	168	17	(	(	PUNCT
aiti-8909	168	18	(	(	PUNCT
aiti-8909	168	19	(	(	PUNCT
aiti-8909	168	20	)	)	PUNCT
aiti-8909	168	21	(	(	PUNCT
aiti-8909	168	22	)	)	PUNCT
aiti-8909	168	23	)	)	PUNCT
aiti-8909	169	1	t	t	PROPN
aiti-8909	170	1	t	t	PROPN
aiti-8909	171	1	k	k	PROPN
aiti-8909	172	1	k	k	PROPN
aiti-8909	173	1	k	k	PROPN
aiti-8909	174	1	k	k	PROPN
aiti-8909	175	1	kw	kw	INTJ
aiti-8909	175	2	j	j	PROPN
aiti-8909	175	3	w	w	PROPN
aiti-8909	175	4	j	j	PROPN
aiti-8909	175	5	w	w	PROPN
aiti-8909	175	6	j	j	PROPN
aiti-8909	175	7	w	w	PROPN
aiti-8909	175	8	u	u	PROPN
aiti-8909	175	9	w	w	PROPN
aiti-8909	175	10	−	−	PROPN
aiti-8909	175	11			NOUN
aiti-8909	175	12	=	=	PUNCT
aiti-8909	175	13	−	−	NOUN
aiti-8909	175	14			X
aiti-8909	175	15			X
aiti-8909	175	16	(	(	PUNCT
aiti-8909	175	17	17	17	NUM
aiti-8909	175	18	)	)	PUNCT
aiti-8909	175	19	the	the	DET
aiti-8909	175	20	gauss	gauss	PROPN
aiti-8909	175	21	-	-	PUNCT
aiti-8909	175	22	newton	newton	PROPN
aiti-8909	175	23	method	method	NOUN
aiti-8909	175	24	has	have	VERB
aiti-8909	175	25	a	a	DET
aiti-8909	175	26	problem	problem	NOUN
aiti-8909	175	27	in	in	ADP
aiti-8909	175	28	that	that	SCONJ
aiti-8909	175	29	the	the	DET
aiti-8909	175	30	matrix	matrix	NOUN
aiti-8909	175	31	may	may	AUX
aiti-8909	175	32	not	not	PART
aiti-8909	175	33	be	be	AUX
aiti-8909	175	34	invertible	invertible	ADJ
aiti-8909	175	35	.	.	PUNCT
aiti-8909	176	1	this	this	PRON
aiti-8909	176	2	may	may	AUX
aiti-8909	176	3	be	be	AUX
aiti-8909	176	4	avoided	avoid	VERB
aiti-8909	176	5	by	by	ADP
aiti-8909	176	6	making	make	VERB
aiti-8909	176	7	the	the	DET
aiti-8909	176	8	following	follow	VERB
aiti-8909	176	9	changes	change	NOUN
aiti-8909	176	10	to	to	PART
aiti-8909	176	11	approximate	approximate	VERB
aiti-8909	176	12	the	the	DET
aiti-8909	176	13	hessian	hessian	ADJ
aiti-8909	176	14	matrix	matrix	NOUN
aiti-8909	176	15	:	:	PUNCT
aiti-8909	176	16	g	g	PROPN
aiti-8909	176	17	h	h	NOUN
aiti-8909	176	18	i=	i=	PROPN
aiti-8909	176	19	+	+	CCONJ
aiti-8909	176	20	µ	µ	X
aiti-8909	176	21	(	(	PUNCT
aiti-8909	176	22	18	18	NUM
aiti-8909	176	23	)	)	PUNCT
aiti-8909	176	24	as	as	ADP
aiti-8909	176	25	a	a	DET
aiti-8909	176	26	result	result	NOUN
aiti-8909	176	27	,	,	PUNCT
aiti-8909	176	28	the	the	DET
aiti-8909	176	29	levenberg	levenberg	PROPN
aiti-8909	176	30	-	-	PUNCT
aiti-8909	176	31	marquardt	marquardt	PROPN
aiti-8909	176	32	algorithm	algorithm	PROPN
aiti-8909	176	33	is	be	AUX
aiti-8909	176	34	expressed	express	VERB
aiti-8909	176	35	as	as	ADP
aiti-8909	176	36	:	:	SYM
aiti-8909	176	37	1	1	NUM
aiti-8909	176	38	∆	∆	X
aiti-8909	176	39	(	(	PUNCT
aiti-8909	176	40	(	(	PUNCT
aiti-8909	176	41	)	)	PUNCT
aiti-8909	176	42	(	(	PUNCT
aiti-8909	176	43	)	)	PUNCT
aiti-8909	176	44	)	)	PUNCT
aiti-8909	176	45	)	)	PUNCT
aiti-8909	177	1	(	(	PUNCT
aiti-8909	177	2	t	t	PROPN
aiti-8909	177	3	t	t	PROPN
aiti-8909	178	1	k	k	PROPN
aiti-8909	178	2	k	k	PROPN
aiti-8909	179	1	k	k	PROPN
aiti-8909	179	2	k	k	PROPN
aiti-8909	180	1	k	k	PROPN
aiti-8909	180	2	kw	kw	INTJ
aiti-8909	180	3	j	j	PROPN
aiti-8909	181	1	w	w	PROPN
aiti-8909	181	2	j	j	PROPN
aiti-8909	181	3	w	w	VERB
aiti-8909	181	4	i	i	INTJ
aiti-8909	181	5	j	j	PROPN
aiti-8909	181	6	w	w	PROPN
aiti-8909	181	7	u	u	PROPN
aiti-8909	181	8	w	w	PROPN
aiti-8909	181	9	−	−	PROPN
aiti-8909	181	10			NOUN
aiti-8909	181	11	=	=	X
aiti-8909	181	12	−	−	PUNCT
aiti-8909	182	1	+	+	NOUN
aiti-8909	182	2			NOUN
aiti-8909	182	3	µ	µ	ADJ
aiti-8909	182	4	(	(	PUNCT
aiti-8909	182	5	19	19	NUM
aiti-8909	182	6	)	)	PUNCT
aiti-8909	182	7	where	where	SCONJ
aiti-8909	182	8	i	i	PRON
aiti-8909	182	9	is	be	AUX
aiti-8909	182	10	the	the	DET
aiti-8909	182	11	identity	identity	NOUN
aiti-8909	182	12	matrix	matrix	NOUN
aiti-8909	182	13	and	and	CCONJ
aiti-8909	182	14	the	the	DET
aiti-8909	182	15	amount	amount	NOUN
aiti-8909	182	16	�	�	PROPN
aiti-8909	182	17	is	be	AUX
aiti-8909	182	18	referred	refer	VERB
aiti-8909	182	19	to	to	ADP
aiti-8909	182	20	as	as	ADP
aiti-8909	182	21	the	the	DET
aiti-8909	182	22	learning	learning	NOUN
aiti-8909	182	23	parameter	parameter	NOUN
aiti-8909	182	24	in	in	ADP
aiti-8909	182	25	neural	neural	ADJ
aiti-8909	182	26	computing	computing	NOUN
aiti-8909	182	27	.	.	PUNCT
aiti-8909	183	1	the	the	DET
aiti-8909	183	2	learning	learning	NOUN
aiti-8909	183	3	parameter	parameter	NOUN
aiti-8909	183	4	is	be	AUX
aiti-8909	183	5	reduced	reduce	VERB
aiti-8909	183	6	as	as	SCONJ
aiti-8909	183	7	the	the	DET
aiti-8909	183	8	iterative	iterative	NOUN
aiti-8909	183	9	procedure	procedure	NOUN
aiti-8909	183	10	nears	near	VERB
aiti-8909	183	11	its	its	PRON
aiti-8909	183	12	end	end	NOUN
aiti-8909	183	13	.	.	PUNCT
aiti-8909	184	1	the	the	DET
aiti-8909	184	2	levenberg	levenberg	PROPN
aiti-8909	184	3	-	-	PUNCT
aiti-8909	184	4	marquardt	marquardt	PROPN
aiti-8909	184	5	algorithm	algorithm	PROPN
aiti-8909	184	6	is	be	AUX
aiti-8909	184	7	used	use	VERB
aiti-8909	184	8	in	in	ADP
aiti-8909	184	9	this	this	DET
aiti-8909	184	10	study	study	NOUN
aiti-8909	184	11	,	,	PUNCT
aiti-8909	184	12	as	as	ADP
aiti-8909	184	13	in	in	ADP
aiti-8909	184	14	the	the	DET
aiti-8909	184	15	work	work	NOUN
aiti-8909	184	16	of	of	ADP
aiti-8909	184	17	hagan	hagan	PROPN
aiti-8909	184	18	et	et	PROPN
aiti-8909	184	19	al	al	PROPN
aiti-8909	184	20	.	.	PUNCT
aiti-8909	185	1	[	[	X
aiti-8909	185	2	35	35	NUM
aiti-8909	185	3	]	]	PUNCT
aiti-8909	185	4	and	and	CCONJ
aiti-8909	185	5	lv	lv	INTJ
aiti-8909	185	6	et	et	PROPN
aiti-8909	185	7	al	al	PROPN
aiti-8909	185	8	.	.	PUNCT
aiti-8909	186	1	[	[	X
aiti-8909	186	2	36	36	NUM
aiti-8909	186	3	]	]	PUNCT
aiti-8909	186	4	.	.	PUNCT
aiti-8909	187	1	3.4	3.4	NUM
aiti-8909	187	2	.	.	PUNCT
aiti-8909	187	3	validation	validation	NOUN
aiti-8909	187	4	of	of	ADP
aiti-8909	187	5	the	the	DET
aiti-8909	187	6	ann	ann	PROPN
aiti-8909	187	7	model	model	NOUN
aiti-8909	187	8	the	the	DET
aiti-8909	187	9	development	development	NOUN
aiti-8909	187	10	of	of	ADP
aiti-8909	187	11	an	an	DET
aiti-8909	187	12	ann	ann	PROPN
aiti-8909	187	13	model	model	NOUN
aiti-8909	187	14	begins	begin	VERB
aiti-8909	187	15	by	by	ADP
aiti-8909	187	16	feeding	feed	VERB
aiti-8909	187	17	all	all	DET
aiti-8909	187	18	the	the	DET
aiti-8909	187	19	captured	capture	VERB
aiti-8909	187	20	data	datum	NOUN
aiti-8909	187	21	as	as	ADP
aiti-8909	187	22	“	"	PUNCT
aiti-8909	187	23	given	give	VERB
aiti-8909	187	24	”	"	PUNCT
aiti-8909	187	25	inputs	input	NOUN
aiti-8909	187	26	and	and	CCONJ
aiti-8909	187	27	“	"	PUNCT
aiti-8909	187	28	desired	desire	VERB
aiti-8909	187	29	”	"	PUNCT
aiti-8909	187	30	outputs	output	NOUN
aiti-8909	187	31	.	.	PUNCT
aiti-8909	188	1	the	the	DET
aiti-8909	188	2	data	data	NOUN
aiti-8909	188	3	is	be	AUX
aiti-8909	188	4	then	then	ADV
aiti-8909	188	5	divided	divide	VERB
aiti-8909	188	6	into	into	ADP
aiti-8909	188	7	three	three	NUM
aiti-8909	188	8	sets	set	NOUN
aiti-8909	188	9	:	:	PUNCT
aiti-8909	188	10	training	training	NOUN
aiti-8909	188	11	,	,	PUNCT
aiti-8909	188	12	validation	validation	NOUN
aiti-8909	188	13	,	,	PUNCT
aiti-8909	188	14	and	and	CCONJ
aiti-8909	188	15	test	test	NOUN
aiti-8909	188	16	sets	set	NOUN
aiti-8909	188	17	,	,	PUNCT
aiti-8909	188	18	with	with	ADP
aiti-8909	188	19	the	the	DET
aiti-8909	188	20	proportions	proportion	NOUN
aiti-8909	188	21	70	70	NUM
aiti-8909	188	22	%	%	NOUN
aiti-8909	188	23	,	,	PUNCT
aiti-8909	188	24	15	15	NUM
aiti-8909	188	25	%	%	NOUN
aiti-8909	188	26	,	,	PUNCT
aiti-8909	188	27	and	and	CCONJ
aiti-8909	188	28	15	15	NUM
aiti-8909	188	29	%	%	NOUN
aiti-8909	188	30	,	,	PUNCT
aiti-8909	188	31	respectively	respectively	ADV
aiti-8909	188	32	.	.	PUNCT
aiti-8909	189	1	the	the	DET
aiti-8909	189	2	regression	regression	NOUN
aiti-8909	189	3	coefficient	coefficient	NOUN
aiti-8909	189	4	(	(	PUNCT
aiti-8909	189	5	r	r	NOUN
aiti-8909	189	6	)	)	PUNCT
aiti-8909	189	7	and	and	CCONJ
aiti-8909	189	8	the	the	DET
aiti-8909	189	9	mean	mean	ADJ
aiti-8909	189	10	squared	square	VERB
aiti-8909	189	11	error	error	NOUN
aiti-8909	189	12	(	(	PUNCT
aiti-8909	189	13	mse	mse	NOUN
aiti-8909	189	14	)	)	PUNCT
aiti-8909	189	15	are	be	AUX
aiti-8909	189	16	used	use	VERB
aiti-8909	189	17	to	to	PART
aiti-8909	189	18	validate	validate	VERB
aiti-8909	189	19	the	the	DET
aiti-8909	189	20	generated	generate	VERB
aiti-8909	189	21	model	model	NOUN
aiti-8909	189	22	’s	’s	PART
aiti-8909	189	23	appropriateness	appropriateness	NOUN
aiti-8909	189	24	.	.	PUNCT
aiti-8909	190	1	for	for	ADP
aiti-8909	190	2	all	all	DET
aiti-8909	190	3	the	the	DET
aiti-8909	190	4	data	datum	NOUN
aiti-8909	190	5	,	,	PUNCT
aiti-8909	190	6	r	r	NOUN
aiti-8909	190	7	and	and	CCONJ
aiti-8909	190	8	mse	mse	NOUN
aiti-8909	190	9	are	be	AUX
aiti-8909	190	10	0.99995	0.99995	NUM
aiti-8909	190	11	and	and	CCONJ
aiti-8909	190	12	0.143	0.143	NUM
aiti-8909	190	13	,	,	PUNCT
aiti-8909	190	14	respectively	respectively	ADV
aiti-8909	190	15	.	.	PUNCT
aiti-8909	191	1	as	as	ADP
aiti-8909	191	2	the	the	DET
aiti-8909	191	3	optimum	optimum	ADJ
aiti-8909	191	4	network	network	NOUN
aiti-8909	191	5	,	,	PUNCT
aiti-8909	191	6	a	a	DET
aiti-8909	191	7	hidden	hidden	ADJ
aiti-8909	191	8	layer	layer	NOUN
aiti-8909	191	9	with	with	ADP
aiti-8909	191	10	eleven	eleven	NUM
aiti-8909	191	11	neurons	neuron	NOUN
aiti-8909	191	12	is	be	AUX
aiti-8909	191	13	chosen	choose	VERB
aiti-8909	191	14	to	to	PART
aiti-8909	191	15	minimize	minimize	VERB
aiti-8909	191	16	mse	mse	PROPN
aiti-8909	191	17	.	.	PUNCT
aiti-8909	191	18	table	table	NOUN
aiti-8909	191	19	5	5	NUM
aiti-8909	191	20	shows	show	VERB
aiti-8909	191	21	the	the	DET
aiti-8909	191	22	findings	finding	NOUN
aiti-8909	191	23	.	.	PUNCT
aiti-8909	192	1	the	the	DET
aiti-8909	192	2	results	result	NOUN
aiti-8909	192	3	predicted	predict	VERB
aiti-8909	192	4	by	by	ADP
aiti-8909	192	5	the	the	DET
aiti-8909	192	6	ann	ann	PROPN
aiti-8909	192	7	model	model	NOUN
aiti-8909	192	8	are	be	AUX
aiti-8909	192	9	extremely	extremely	ADV
aiti-8909	192	10	close	close	ADJ
aiti-8909	192	11	to	to	ADP
aiti-8909	192	12	the	the	DET
aiti-8909	192	13	numerical	numerical	ADJ
aiti-8909	192	14	ones	one	NOUN
aiti-8909	192	15	.	.	PUNCT
aiti-8909	193	1	this	this	PRON
aiti-8909	193	2	proves	prove	VERB
aiti-8909	193	3	that	that	SCONJ
aiti-8909	193	4	ann	ann	PROPN
aiti-8909	193	5	can	can	AUX
aiti-8909	193	6	successfully	successfully	ADV
aiti-8909	193	7	forecast	forecast	VERB
aiti-8909	193	8	the	the	DET
aiti-8909	193	9	natural	natural	ADJ
aiti-8909	193	10	frequency	frequency	NOUN
aiti-8909	193	11	of	of	ADP
aiti-8909	193	12	laminated	laminate	VERB
aiti-8909	193	13	composite	composite	ADJ
aiti-8909	193	14	plates	plate	NOUN
aiti-8909	193	15	with	with	ADP
aiti-8909	193	16	a	a	DET
aiti-8909	193	17	cutout	cutout	NOUN
aiti-8909	193	18	.	.	PUNCT
aiti-8909	194	1	to	to	PART
aiti-8909	194	2	examine	examine	VERB
aiti-8909	194	3	the	the	DET
aiti-8909	194	4	performance	performance	NOUN
aiti-8909	194	5	of	of	ADP
aiti-8909	194	6	the	the	DET
aiti-8909	194	7	proposed	propose	VERB
aiti-8909	194	8	model	model	NOUN
aiti-8909	194	9	even	even	ADV
aiti-8909	194	10	more	more	ADV
aiti-8909	194	11	deeply	deeply	ADV
aiti-8909	194	12	,	,	PUNCT
aiti-8909	194	13	a	a	DET
aiti-8909	194	14	regression	regression	NOUN
aiti-8909	194	15	analysis	analysis	NOUN
aiti-8909	194	16	of	of	ADP
aiti-8909	194	17	the	the	DET
aiti-8909	194	18	predicted	predict	VERB
aiti-8909	194	19	as	as	ADV
aiti-8909	194	20	well	well	ADV
aiti-8909	194	21	as	as	ADP
aiti-8909	194	22	the	the	DET
aiti-8909	194	23	numerical	numerical	ADJ
aiti-8909	194	24	results	result	NOUN
aiti-8909	194	25	is	be	AUX
aiti-8909	194	26	illustrated	illustrate	VERB
aiti-8909	194	27	in	in	ADP
aiti-8909	194	28	fig	fig	NOUN
aiti-8909	194	29	.	.	PUNCT
aiti-8909	195	1	5	5	X
aiti-8909	195	2	.	.	PUNCT
aiti-8909	195	3	the	the	DET
aiti-8909	195	4	regression	regression	NOUN
aiti-8909	195	5	coefficients	coefficient	NOUN
aiti-8909	195	6	(	(	PUNCT
aiti-8909	195	7	r	r	NOUN
aiti-8909	195	8	)	)	PUNCT
aiti-8909	195	9	are	be	AUX
aiti-8909	195	10	calculated	calculate	VERB
aiti-8909	195	11	to	to	PART
aiti-8909	195	12	determine	determine	VERB
aiti-8909	195	13	the	the	DET
aiti-8909	195	14	correlation	correlation	NOUN
aiti-8909	195	15	between	between	ADP
aiti-8909	195	16	the	the	DET
aiti-8909	195	17	ann	ann	PROPN
aiti-8909	195	18	predicted	predict	VERB
aiti-8909	195	19	values	value	NOUN
aiti-8909	195	20	and	and	CCONJ
aiti-8909	195	21	those	those	PRON
aiti-8909	195	22	obtained	obtain	VERB
aiti-8909	195	23	from	from	ADP
aiti-8909	195	24	the	the	DET
aiti-8909	195	25	fe	fe	PROPN
aiti-8909	195	26	model	model	NOUN
aiti-8909	195	27	,	,	PUNCT
aiti-8909	195	28	as	as	SCONJ
aiti-8909	195	29	shown	show	VERB
aiti-8909	195	30	in	in	ADP
aiti-8909	195	31	fig	fig	NOUN
aiti-8909	195	32	.	.	PUNCT
aiti-8909	196	1	6	6	NUM
aiti-8909	196	2	.	.	X
aiti-8909	196	3	they	they	PRON
aiti-8909	196	4	are	be	AUX
aiti-8909	196	5	divided	divide	VERB
aiti-8909	196	6	into	into	ADP
aiti-8909	196	7	three	three	NUM
aiti-8909	196	8	sets	set	NOUN
aiti-8909	196	9	:	:	PUNCT
aiti-8909	196	10	the	the	DET
aiti-8909	196	11	training	training	NOUN
aiti-8909	196	12	,	,	PUNCT
aiti-8909	196	13	validation	validation	NOUN
aiti-8909	196	14	,	,	PUNCT
aiti-8909	196	15	and	and	CCONJ
aiti-8909	196	16	test	test	NOUN
aiti-8909	196	17	data	datum	NOUN
aiti-8909	196	18	sets	set	NOUN
aiti-8909	196	19	.	.	PUNCT
aiti-8909	197	1	the	the	DET
aiti-8909	197	2	value	value	NOUN
aiti-8909	197	3	of	of	ADP
aiti-8909	197	4	the	the	DET
aiti-8909	197	5	coefficient	coefficient	NOUN
aiti-8909	197	6	r	r	NOUN
aiti-8909	197	7	is	be	AUX
aiti-8909	197	8	between	between	ADP
aiti-8909	197	9	zero	zero	NUM
aiti-8909	197	10	and	and	CCONJ
aiti-8909	197	11	one	one	NUM
aiti-8909	197	12	.	.	PUNCT
aiti-8909	198	1	the	the	DET
aiti-8909	198	2	degree	degree	NOUN
aiti-8909	198	3	of	of	ADP
aiti-8909	198	4	correlation	correlation	NOUN
aiti-8909	198	5	increases	increase	NOUN
aiti-8909	198	6	as	as	SCONJ
aiti-8909	198	7	r	r	NOUN
aiti-8909	198	8	tends	tend	VERB
aiti-8909	198	9	toward	toward	ADP
aiti-8909	198	10	one	one	NUM
aiti-8909	198	11	.	.	PUNCT
aiti-8909	199	1	the	the	DET
aiti-8909	199	2	ann	ann	PROPN
aiti-8909	199	3	structure	structure	NOUN
aiti-8909	199	4	(	(	PUNCT
aiti-8909	199	5	5	5	NUM
aiti-8909	199	6	-	-	SYM
aiti-8909	199	7	11	11	NUM
aiti-8909	199	8	-	-	SYM
aiti-8909	199	9	2	2	NUM
aiti-8909	199	10	)	)	PUNCT
aiti-8909	199	11	is	be	AUX
aiti-8909	199	12	the	the	DET
aiti-8909	199	13	best	good	ADJ
aiti-8909	199	14	one	one	NUM
aiti-8909	199	15	in	in	ADP
aiti-8909	199	16	table	table	NOUN
aiti-8909	199	17	5	5	NUM
aiti-8909	199	18	.	.	PUNCT
aiti-8909	200	1	the	the	DET
aiti-8909	200	2	convergence	convergence	NOUN
aiti-8909	200	3	tests	test	NOUN
aiti-8909	200	4	of	of	ADP
aiti-8909	200	5	ann	ann	PROPN
aiti-8909	200	6	results	result	NOUN
aiti-8909	200	7	are	be	AUX
aiti-8909	200	8	done	do	VERB
aiti-8909	200	9	with	with	ADP
aiti-8909	200	10	mse	mse	NOUN
aiti-8909	200	11	and	and	CCONJ
aiti-8909	200	12	the	the	DET
aiti-8909	200	13	regression	regression	NOUN
aiti-8909	200	14	correlation	correlation	NOUN
aiti-8909	200	15	coefficient	coefficient	NOUN
aiti-8909	200	16	(	(	PUNCT
aiti-8909	200	17	r	r	NOUN
aiti-8909	200	18	):	):	PUNCT
aiti-8909	200	19	2	2	NUM
aiti-8909	200	20	1	1	NUM
aiti-8909	200	21	1	1	NUM
aiti-8909	200	22	ˆ	ˆ	PROPN
aiti-8909	200	23	(	(	PUNCT
aiti-8909	200	24	)	)	PUNCT
aiti-8909	200	25	n	n	CCONJ
aiti-8909	200	26	i	i	PRON
aiti-8909	201	1	i	i	PRON
aiti-8909	201	2	mse	mse	VERB
aiti-8909	201	3	y	y	PROPN
aiti-8909	201	4	y	y	PROPN
aiti-8909	201	5	n	n	PROPN
aiti-8909	201	6	=	=	SYM
aiti-8909	201	7	=	=	SYM
aiti-8909	201	8	−∑	−∑	PROPN
aiti-8909	201	9	(	(	PUNCT
aiti-8909	201	10	20	20	NUM
aiti-8909	201	11	)	)	SYM
aiti-8909	201	12	2	2	NUM
aiti-8909	201	13	2	2	NUM
aiti-8909	201	14	1	1	NUM
aiti-8909	201	15	2	2	NUM
aiti-8909	201	16	1	1	NUM
aiti-8909	201	17	1	1	NUM
aiti-8909	201	18	ˆ1	ˆ1	NOUN
aiti-8909	201	19	(	(	PUNCT
aiti-8909	201	20	)	)	PUNCT
aiti-8909	201	21	(	(	PUNCT
aiti-8909	201	22	)	)	PUNCT
aiti-8909	201	23	n	n	CCONJ
aiti-8909	202	1	n	n	ADV
aiti-8909	203	1	i	i	PRON
aiti-8909	204	1	i	i	PRON
aiti-8909	205	1	i	i	PRON
aiti-8909	206	1	i	i	INTJ
aiti-8909	207	1	i	i	VERB
aiti-8909	208	1	r	r	VERB
aiti-8909	208	2	y	y	VERB
aiti-8909	208	3	y	y	PROPN
aiti-8909	208	4	y	y	PROPN
aiti-8909	208	5	y	y	PROPN
aiti-8909	209	1	=	=	PUNCT
aiti-8909	210	1	=	=	PUNCT
aiti-8909	210	2			VERB
aiti-8909	210	3			ADJ
aiti-8909	210	4			VERB
aiti-8909	210	5	=	=	PROPN
aiti-8909	210	6	−	−	PROPN
aiti-8909	210	7	−	−	PROPN
aiti-8909	210	8	−	−	PUNCT
aiti-8909	210	9			VERB
aiti-8909	210	10			PROPN
aiti-8909	210	11			VERB
aiti-8909	210	12			NUM
aiti-8909	210	13			PART
aiti-8909	210	14			PROPN
aiti-8909	210	15	∑	∑	PROPN
aiti-8909	210	16	∑	∑	PROPN
aiti-8909	210	17	(	(	PUNCT
aiti-8909	210	18	21	21	NUM
aiti-8909	210	19	)	)	PUNCT
aiti-8909	210	20	where	where	SCONJ
aiti-8909	210	21	y	y	PROPN
aiti-8909	210	22	is	be	AUX
aiti-8909	210	23	the	the	DET
aiti-8909	210	24	actual	actual	ADJ
aiti-8909	210	25	value	value	NOUN
aiti-8909	210	26	,	,	PUNCT
aiti-8909	210	27	�	�	PROPN
aiti-8909	210	28	�	�	PROPN
aiti-8909	210	29	is	be	AUX
aiti-8909	210	30	the	the	DET
aiti-8909	210	31	predicted	predict	VERB
aiti-8909	210	32	value	value	NOUN
aiti-8909	210	33	of	of	ADP
aiti-8909	210	34	y	y	PROPN
aiti-8909	210	35	,	,	PUNCT
aiti-8909	210	36	and	and	CCONJ
aiti-8909	210	37	�	�	PROPN
aiti-8909	210	38	�	�	PROPN
aiti-8909	210	39	is	be	AUX
aiti-8909	210	40	the	the	DET
aiti-8909	210	41	mean	mean	ADJ
aiti-8909	210	42	value	value	NOUN
aiti-8909	210	43	of	of	ADP
aiti-8909	210	44	y.	y.	PROPN
aiti-8909	210	45	137	137	NUM
aiti-8909	210	46	advances	advance	NOUN
aiti-8909	210	47	in	in	ADP
aiti-8909	210	48	technology	technology	NOUN
aiti-8909	210	49	innovation	innovation	NOUN
aiti-8909	210	50	,	,	PUNCT
aiti-8909	210	51	vol	vol	NOUN
aiti-8909	210	52	.	.	PROPN
aiti-8909	211	1	7	7	NUM
aiti-8909	211	2	,	,	PUNCT
aiti-8909	211	3	no	no	INTJ
aiti-8909	211	4	.	.	NOUN
aiti-8909	211	5	2	2	NUM
aiti-8909	211	6	,	,	PUNCT
aiti-8909	211	7	2022	2022	NUM
aiti-8909	211	8	,	,	PUNCT
aiti-8909	211	9	pp	pp	ADJ
aiti-8909	211	10	.	.	PUNCT
aiti-8909	212	1	131	131	NUM
aiti-8909	212	2	-	-	SYM
aiti-8909	212	3	142	142	NUM
aiti-8909	212	4	fig	fig	NOUN
aiti-8909	212	5	.	.	PUNCT
aiti-8909	213	1	5	5	NUM
aiti-8909	213	2	performance	performance	NOUN
aiti-8909	213	3	of	of	ADP
aiti-8909	213	4	ann	ann	PROPN
aiti-8909	213	5	training	training	NOUN
aiti-8909	213	6	(	(	PUNCT
aiti-8909	213	7	a)training	a)traine	VERB
aiti-8909	213	8	results	result	NOUN
aiti-8909	213	9	of	of	ADP
aiti-8909	213	10	a	a	DET
aiti-8909	213	11	neural	neural	ADJ
aiti-8909	213	12	network	network	NOUN
aiti-8909	213	13	regression	regression	NOUN
aiti-8909	213	14	(	(	PUNCT
aiti-8909	213	15	b	b	NOUN
aiti-8909	213	16	)	)	PUNCT
aiti-8909	213	17	validation	validation	NOUN
aiti-8909	213	18	results	result	NOUN
aiti-8909	213	19	of	of	ADP
aiti-8909	213	20	a	a	DET
aiti-8909	213	21	neural	neural	ADJ
aiti-8909	213	22	network	network	NOUN
aiti-8909	213	23	regression	regression	NOUN
aiti-8909	213	24	(	(	PUNCT
aiti-8909	213	25	c	c	NOUN
aiti-8909	213	26	)	)	PUNCT
aiti-8909	213	27	test	test	NOUN
aiti-8909	213	28	results	result	NOUN
aiti-8909	213	29	of	of	ADP
aiti-8909	213	30	a	a	DET
aiti-8909	213	31	neural	neural	ADJ
aiti-8909	213	32	network	network	NOUN
aiti-8909	213	33	regression	regression	NOUN
aiti-8909	213	34	(	(	PUNCT
aiti-8909	213	35	d	d	NOUN
aiti-8909	213	36	)	)	PUNCT
aiti-8909	213	37	neural	neural	ADJ
aiti-8909	213	38	network	network	NOUN
aiti-8909	213	39	regression	regression	NOUN
aiti-8909	213	40	in	in	ADP
aiti-8909	213	41	all	all	DET
aiti-8909	213	42	data	datum	NOUN
aiti-8909	213	43	sets	set	VERB
aiti-8909	213	44	fig	fig	NOUN
aiti-8909	213	45	.	.	PUNCT
aiti-8909	214	1	6	6	NUM
aiti-8909	214	2	correlation	correlation	NOUN
aiti-8909	214	3	between	between	ADP
aiti-8909	214	4	the	the	DET
aiti-8909	214	5	values	value	NOUN
aiti-8909	214	6	predicted	predict	VERB
aiti-8909	214	7	by	by	ADP
aiti-8909	214	8	the	the	DET
aiti-8909	214	9	ann	ann	PROPN
aiti-8909	214	10	model	model	NOUN
aiti-8909	214	11	with	with	ADP
aiti-8909	214	12	structure	structure	NOUN
aiti-8909	214	13	(	(	PUNCT
aiti-8909	214	14	5	5	NUM
aiti-8909	214	15	-	-	SYM
aiti-8909	214	16	11	11	NUM
aiti-8909	214	17	-	-	SYM
aiti-8909	214	18	2	2	NUM
aiti-8909	214	19	)	)	PUNCT
aiti-8909	214	20	and	and	CCONJ
aiti-8909	214	21	by	by	ADP
aiti-8909	214	22	the	the	DET
aiti-8909	214	23	fe	fe	PROPN
aiti-8909	214	24	model	model	NOUN
aiti-8909	214	25	table	table	NOUN
aiti-8909	214	26	5	5	NUM
aiti-8909	214	27	mse	mse	NOUN
aiti-8909	214	28	and	and	CCONJ
aiti-8909	214	29	regression	regression	NOUN
aiti-8909	214	30	coefficient	coefficient	NOUN
aiti-8909	214	31	according	accord	VERB
aiti-8909	214	32	to	to	ADP
aiti-8909	214	33	the	the	DET
aiti-8909	214	34	number	number	NOUN
aiti-8909	214	35	of	of	ADP
aiti-8909	214	36	hidden	hide	VERB
aiti-8909	214	37	layer	layer	NOUN
aiti-8909	214	38	neurons	neuron	NOUN
aiti-8909	214	39	ann	ann	PROPN
aiti-8909	214	40	structure	structure	NOUN
aiti-8909	214	41	the	the	DET
aiti-8909	214	42	performance	performance	NOUN
aiti-8909	214	43	of	of	ADP
aiti-8909	214	44	training	training	NOUN
aiti-8909	214	45	training	training	NOUN
aiti-8909	214	46	:	:	PUNCT
aiti-8909	214	47	r	r	NOUN
aiti-8909	214	48	validation	validation	NOUN
aiti-8909	214	49	:	:	PUNCT
aiti-8909	214	50	r	r	NOUN
aiti-8909	214	51	test	test	NOUN
aiti-8909	214	52	:	:	PUNCT
aiti-8909	214	53	r	r	NOUN
aiti-8909	214	54	mean	mean	VERB
aiti-8909	214	55	squared	square	VERB
aiti-8909	214	56	error	error	NOUN
aiti-8909	214	57	(	(	PUNCT
aiti-8909	214	58	mse	mse	NOUN
aiti-8909	214	59	)	)	PUNCT
aiti-8909	214	60	5	5	NUM
aiti-8909	214	61	-	-	SYM
aiti-8909	214	62	1	1	NUM
aiti-8909	214	63	-	-	SYM
aiti-8909	214	64	2	2	NUM
aiti-8909	214	65	40.2782	40.2782	NUM
aiti-8909	214	66	0.98244	0.98244	NUM
aiti-8909	214	67	0.98178	0.98178	NUM
aiti-8909	214	68	0.98124	0.98124	NUM
aiti-8909	214	69	49.157	49.157	NUM
aiti-8909	214	70	5	5	NUM
aiti-8909	214	71	-	-	SYM
aiti-8909	214	72	2	2	NUM
aiti-8909	214	73	-	-	SYM
aiti-8909	214	74	2	2	NUM
aiti-8909	214	75	11.8044	11.8044	NUM
aiti-8909	214	76	0.99125	0.99125	NUM
aiti-8909	215	1	0.99529	0.99529	NUM
aiti-8909	215	2	0.98987	0.98987	NUM
aiti-8909	215	3	24.133	24.133	NUM
aiti-8909	215	4	5	5	NUM
aiti-8909	215	5	-	-	SYM
aiti-8909	215	6	3	3	NUM
aiti-8909	215	7	-	-	SYM
aiti-8909	215	8	2	2	NUM
aiti-8909	215	9	11.8873	11.8873	NUM
aiti-8909	215	10	0.99421	0.99421	NUM
aiti-8909	215	11	0.99661	0.99661	NUM
aiti-8909	215	12	0.99225	0.99225	NUM
aiti-8909	215	13	16.094	16.094	NUM
aiti-8909	215	14	5	5	NUM
aiti-8909	215	15	-	-	SYM
aiti-8909	215	16	4	4	NUM
aiti-8909	215	17	-	-	SYM
aiti-8909	215	18	2	2	NUM
aiti-8909	215	19	12.9589	12.9589	NUM
aiti-8909	215	20	0.99613	0.99613	NUM
aiti-8909	215	21	0.99452	0.99452	NUM
aiti-8909	215	22	0.99575	0.99575	NUM
aiti-8909	215	23	11	11	NUM
aiti-8909	215	24	..	..	SYM
aiti-8909	215	25	775	775	NUM
aiti-8909	215	26	5	5	NUM
aiti-8909	215	27	-	-	SYM
aiti-8909	215	28	5	5	NUM
aiti-8909	215	29	-	-	SYM
aiti-8909	215	30	2	2	NUM
aiti-8909	215	31	6.0636	6.0636	NUM
aiti-8909	215	32	0.99802	0.99802	NUM
aiti-8909	215	33	0.99788	0.99788	NUM
aiti-8909	215	34	0.99750	0.99750	NUM
aiti-8909	215	35	6.028	6.028	NUM
aiti-8909	215	36	5	5	NUM
aiti-8909	215	37	-	-	SYM
aiti-8909	215	38	6	6	NUM
aiti-8909	215	39	-	-	SYM
aiti-8909	215	40	2	2	NUM
aiti-8909	215	41	8.8178	8.8178	NUM
aiti-8909	215	42	0.99376	0.99376	NUM
aiti-8909	215	43	0.99785	0.99785	NUM
aiti-8909	215	44	0.99353	0.99353	NUM
aiti-8909	215	45	15.627	15.627	NUM
aiti-8909	215	46	5	5	NUM
aiti-8909	215	47	-	-	SYM
aiti-8909	215	48	7	7	NUM
aiti-8909	215	49	-	-	SYM
aiti-8909	215	50	2	2	NUM
aiti-8909	215	51	9.9689	9.9689	NUM
aiti-8909	215	52	0.99729	0.99729	NUM
aiti-8909	215	53	0.99736	0.99736	NUM
aiti-8909	215	54	0.99609	0.99609	NUM
aiti-8909	215	55	8.449	8.449	NUM
aiti-8909	215	56	5	5	NUM
aiti-8909	215	57	-	-	SYM
aiti-8909	215	58	8	8	NUM
aiti-8909	215	59	-	-	SYM
aiti-8909	215	60	2	2	NUM
aiti-8909	215	61	0.8028	0.8028	NUM
aiti-8909	215	62	0.99974	0.99974	NUM
aiti-8909	215	63	0.99968	0.99968	NUM
aiti-8909	215	64	0.9990	0.9990	NUM
aiti-8909	215	65	7.940	7.940	NUM
aiti-8909	215	66	5	5	NUM
aiti-8909	215	67	-	-	SYM
aiti-8909	215	68	9	9	NUM
aiti-8909	215	69	-	-	SYM
aiti-8909	215	70	2	2	NUM
aiti-8909	215	71	1.6912	1.6912	NUM
aiti-8909	215	72	0.99951	0.99951	NUM
aiti-8909	215	73	0.99953	0.99953	NUM
aiti-8909	215	74	0.99905	0.99905	NUM
aiti-8909	215	75	1.588	1.588	NUM
aiti-8909	215	76	5	5	NUM
aiti-8909	215	77	-	-	SYM
aiti-8909	215	78	10	10	NUM
aiti-8909	215	79	-	-	SYM
aiti-8909	215	80	2	2	NUM
aiti-8909	215	81	0.5544	0.5544	NUM
aiti-8909	215	82	0.99985	0.99985	NUM
aiti-8909	215	83	0.99980	0.99980	NUM
aiti-8909	215	84	0.99988	0.99988	NUM
aiti-8909	215	85	0.433	0.433	NUM
aiti-8909	215	86	5	5	NUM
aiti-8909	215	87	-	-	SYM
aiti-8909	215	88	11	11	NUM
aiti-8909	215	89	-	-	SYM
aiti-8909	215	90	2	2	NUM
aiti-8909	215	91	0.1218	0.1218	NUM
aiti-8909	215	92	0.99995	0.99995	NUM
aiti-8909	215	93	0.99995	0.99995	NUM
aiti-8909	215	94	0.99995	0.99995	NUM
aiti-8909	215	95	0.12	0.12	NUM
aiti-8909	215	96	5	5	NUM
aiti-8909	215	97	-	-	SYM
aiti-8909	215	98	12	12	NUM
aiti-8909	215	99	-	-	SYM
aiti-8909	215	100	2	2	NUM
aiti-8909	215	101	0.5212	0.5212	NUM
aiti-8909	215	102	0.99989	0.99989	NUM
aiti-8909	215	103	0.99980	0.99980	NUM
aiti-8909	215	104	0.99967	0.99967	NUM
aiti-8909	215	105	0.424	0.424	NUM
aiti-8909	215	106	5	5	NUM
aiti-8909	215	107	-	-	SYM
aiti-8909	215	108	13	13	NUM
aiti-8909	215	109	-	-	SYM
aiti-8909	215	110	2	2	NUM
aiti-8909	215	111	0.3645	0.3645	NUM
aiti-8909	215	112	0.99996	0.99996	NUM
aiti-8909	215	113	0.99987	0.99987	NUM
aiti-8909	215	114	0.99979	0.99979	NUM
aiti-8909	215	115	0.294	0.294	NUM
aiti-8909	215	116	5	5	NUM
aiti-8909	215	117	-	-	SYM
aiti-8909	215	118	14	14	NUM
aiti-8909	215	119	-	-	SYM
aiti-8909	215	120	2	2	NUM
aiti-8909	215	121	0.3186	0.3186	NUM
aiti-8909	215	122	0.99994	0.99994	NUM
aiti-8909	215	123	0.99990	0.99990	NUM
aiti-8909	215	124	0.99982	0.99982	NUM
aiti-8909	215	125	0.244	0.244	NUM
aiti-8909	215	126	5	5	NUM
aiti-8909	215	127	-	-	SYM
aiti-8909	215	128	15	15	NUM
aiti-8909	215	129	-	-	SYM
aiti-8909	215	130	2	2	NUM
aiti-8909	215	131	0.5560	0.5560	NUM
aiti-8909	215	132	0.99993	0.99993	NUM
aiti-8909	215	133	0.99982	0.99982	NUM
aiti-8909	215	134	0.99981	0.99981	NUM
aiti-8909	215	135	0.298	0.298	NUM
aiti-8909	215	136	138	138	NUM
aiti-8909	215	137	advances	advance	NOUN
aiti-8909	215	138	in	in	ADP
aiti-8909	215	139	technology	technology	NOUN
aiti-8909	215	140	innovation	innovation	NOUN
aiti-8909	215	141	,	,	PUNCT
aiti-8909	215	142	vol	vol	NOUN
aiti-8909	215	143	.	.	PROPN
aiti-8909	215	144	7	7	NUM
aiti-8909	215	145	,	,	PUNCT
aiti-8909	215	146	no	no	INTJ
aiti-8909	215	147	.	.	NOUN
aiti-8909	215	148	2	2	NUM
aiti-8909	215	149	,	,	PUNCT
aiti-8909	215	150	2022	2022	NUM
aiti-8909	215	151	,	,	PUNCT
aiti-8909	215	152	pp	pp	ADJ
aiti-8909	215	153	.	.	PUNCT
aiti-8909	216	1	131	131	NUM
aiti-8909	216	2	-	-	SYM
aiti-8909	216	3	142	142	NUM
aiti-8909	216	4	3.5	3.5	NUM
aiti-8909	216	5	.	.	PUNCT
aiti-8909	217	1	comparison	comparison	NOUN
aiti-8909	217	2	between	between	ADP
aiti-8909	217	3	the	the	DET
aiti-8909	217	4	numerical	numerical	ADJ
aiti-8909	217	5	and	and	CCONJ
aiti-8909	217	6	predicted	predict	VERB
aiti-8909	217	7	natural	natural	ADJ
aiti-8909	217	8	frequency	frequency	NOUN
aiti-8909	217	9	for	for	SCONJ
aiti-8909	217	10	all	all	DET
aiti-8909	217	11	data	datum	NOUN
aiti-8909	217	12	sets	set	VERB
aiti-8909	217	13	figs	fig	NOUN
aiti-8909	217	14	.	.	PUNCT
aiti-8909	218	1	7(a)-(b	7(a)-(b	X
aiti-8909	218	2	)	)	PUNCT
aiti-8909	218	3	provide	provide	VERB
aiti-8909	218	4	a	a	DET
aiti-8909	218	5	comparison	comparison	NOUN
aiti-8909	218	6	between	between	ADP
aiti-8909	218	7	the	the	DET
aiti-8909	218	8	numerical	numerical	ADJ
aiti-8909	218	9	and	and	CCONJ
aiti-8909	218	10	the	the	DET
aiti-8909	218	11	ann	ann	PROPN
aiti-8909	218	12	-	-	PUNCT
aiti-8909	218	13	predicted	predict	VERB
aiti-8909	218	14	natural	natural	ADJ
aiti-8909	218	15	frequency	frequency	NOUN
aiti-8909	218	16	of	of	ADP
aiti-8909	218	17	the	the	DET
aiti-8909	218	18	first	first	ADJ
aiti-8909	218	19	mode	mode	NOUN
aiti-8909	218	20	shapes	shape	NOUN
aiti-8909	218	21	.	.	PUNCT
aiti-8909	219	1	in	in	ADP
aiti-8909	219	2	terms	term	NOUN
aiti-8909	219	3	of	of	ADP
aiti-8909	219	4	absolute	absolute	ADJ
aiti-8909	219	5	error	error	NOUN
aiti-8909	219	6	(	(	PUNCT
aiti-8909	219	7	ae	ae	PROPN
aiti-8909	219	8	)	)	PUNCT
aiti-8909	219	9	,	,	PUNCT
aiti-8909	219	10	the	the	DET
aiti-8909	219	11	highest	high	ADJ
aiti-8909	219	12	values	value	NOUN
aiti-8909	219	13	are	be	AUX
aiti-8909	219	14	2.94	2.94	NUM
aiti-8909	219	15	%	%	NOUN
aiti-8909	219	16	and	and	CCONJ
aiti-8909	219	17	1.58	1.58	NUM
aiti-8909	219	18	%	%	NOUN
aiti-8909	219	19	for	for	ADP
aiti-8909	219	20	each	each	DET
aiti-8909	219	21	mode	mode	NOUN
aiti-8909	219	22	shape	shape	NOUN
aiti-8909	219	23	,	,	PUNCT
aiti-8909	219	24	while	while	SCONJ
aiti-8909	219	25	the	the	DET
aiti-8909	219	26	lowest	low	ADJ
aiti-8909	219	27	values	value	NOUN
aiti-8909	219	28	are	be	AUX
aiti-8909	219	29	0.03	0.03	NUM
aiti-8909	219	30	%	%	NOUN
aiti-8909	219	31	and	and	CCONJ
aiti-8909	219	32	0	0	NUM
aiti-8909	219	33	%	%	NOUN
aiti-8909	219	34	.	.	PUNCT
aiti-8909	220	1	overall	overall	ADV
aiti-8909	220	2	,	,	PUNCT
aiti-8909	220	3	the	the	DET
aiti-8909	220	4	error	error	NOUN
aiti-8909	220	5	is	be	AUX
aiti-8909	220	6	close	close	ADJ
aiti-8909	220	7	to	to	ADP
aiti-8909	220	8	zero	zero	NUM
aiti-8909	220	9	,	,	PUNCT
aiti-8909	220	10	which	which	PRON
aiti-8909	220	11	proves	prove	VERB
aiti-8909	220	12	the	the	DET
aiti-8909	220	13	validity	validity	NOUN
aiti-8909	220	14	and	and	CCONJ
aiti-8909	220	15	the	the	DET
aiti-8909	220	16	accuracy	accuracy	NOUN
aiti-8909	220	17	of	of	ADP
aiti-8909	220	18	the	the	DET
aiti-8909	220	19	ann	ann	PROPN
aiti-8909	220	20	model	model	NOUN
aiti-8909	220	21	.	.	PUNCT
aiti-8909	221	1	it	it	PRON
aiti-8909	221	2	is	be	AUX
aiti-8909	221	3	noteworthy	noteworthy	ADJ
aiti-8909	221	4	that	that	SCONJ
aiti-8909	221	5	ae	ae	PROPN
aiti-8909	221	6	is	be	AUX
aiti-8909	221	7	determined	determine	VERB
aiti-8909	221	8	using	use	VERB
aiti-8909	221	9	the	the	DET
aiti-8909	221	10	following	follow	VERB
aiti-8909	221	11	relation	relation	NOUN
aiti-8909	221	12	to	to	ADP
aiti-8909	221	13	the	the	DET
aiti-8909	221	14	positive	positive	ADJ
aiti-8909	221	15	value	value	NOUN
aiti-8909	221	16	.	.	PUNCT
aiti-8909	222	1	ˆae	ˆae	NOUN
aiti-8909	223	1	y	y	PROPN
aiti-8909	223	2	y=	y=	NUM
aiti-8909	223	3	−	−	PROPN
aiti-8909	224	1	(	(	PUNCT
aiti-8909	224	2	22	22	NUM
aiti-8909	224	3	)	)	PUNCT
aiti-8909	224	4	where	where	SCONJ
aiti-8909	224	5	y	y	PROPN
aiti-8909	224	6	is	be	AUX
aiti-8909	224	7	the	the	DET
aiti-8909	224	8	actual	actual	ADJ
aiti-8909	224	9	value	value	NOUN
aiti-8909	224	10	,	,	PUNCT
aiti-8909	224	11	and	and	CCONJ
aiti-8909	224	12	�	�	PROPN
aiti-8909	224	13	�	�	PROPN
aiti-8909	224	14	is	be	AUX
aiti-8909	224	15	the	the	DET
aiti-8909	224	16	predicted	predict	VERB
aiti-8909	224	17	value	value	NOUN
aiti-8909	224	18	of	of	ADP
aiti-8909	224	19	y.	y.	PROPN
aiti-8909	224	20	the	the	DET
aiti-8909	224	21	proposed	propose	VERB
aiti-8909	224	22	ann	ann	PROPN
aiti-8909	224	23	model	model	NOUN
aiti-8909	224	24	is	be	AUX
aiti-8909	224	25	then	then	ADV
aiti-8909	224	26	used	use	VERB
aiti-8909	224	27	to	to	PART
aiti-8909	224	28	investigate	investigate	VERB
aiti-8909	224	29	the	the	DET
aiti-8909	224	30	effect	effect	NOUN
aiti-8909	224	31	of	of	ADP
aiti-8909	224	32	several	several	ADJ
aiti-8909	224	33	variables	variable	NOUN
aiti-8909	224	34	on	on	ADP
aiti-8909	224	35	the	the	DET
aiti-8909	224	36	natural	natural	ADJ
aiti-8909	224	37	frequency	frequency	NOUN
aiti-8909	224	38	as	as	ADP
aiti-8909	224	39	a	a	DET
aiti-8909	224	40	function	function	NOUN
aiti-8909	224	41	of	of	ADP
aiti-8909	224	42	both	both	CCONJ
aiti-8909	224	43	geometrical	geometrical	ADJ
aiti-8909	224	44	and	and	CCONJ
aiti-8909	224	45	mechanical	mechanical	ADJ
aiti-8909	224	46	parameters	parameter	NOUN
aiti-8909	224	47	.	.	PUNCT
aiti-8909	225	1	only	only	ADV
aiti-8909	225	2	one	one	NUM
aiti-8909	225	3	parameter	parameter	NOUN
aiti-8909	225	4	is	be	AUX
aiti-8909	225	5	changed	change	VERB
aiti-8909	225	6	at	at	ADP
aiti-8909	225	7	a	a	DET
aiti-8909	225	8	time	time	NOUN
aiti-8909	225	9	,	,	PUNCT
aiti-8909	225	10	while	while	SCONJ
aiti-8909	225	11	all	all	DET
aiti-8909	225	12	others	other	NOUN
aiti-8909	225	13	are	be	AUX
aiti-8909	225	14	maintained	maintain	VERB
aiti-8909	225	15	constant	constant	ADJ
aiti-8909	225	16	.	.	PUNCT
aiti-8909	226	1	the	the	DET
aiti-8909	226	2	sensitivity	sensitivity	NOUN
aiti-8909	226	3	of	of	ADP
aiti-8909	226	4	the	the	DET
aiti-8909	226	5	composite	composite	ADJ
aiti-8909	226	6	plate	plate	NOUN
aiti-8909	226	7	characteristics	characteristic	NOUN
aiti-8909	226	8	with	with	ADP
aiti-8909	226	9	respect	respect	NOUN
aiti-8909	226	10	to	to	ADP
aiti-8909	226	11	the	the	DET
aiti-8909	226	12	cutout	cutout	NOUN
aiti-8909	226	13	parameters	parameter	NOUN
aiti-8909	226	14	is	be	AUX
aiti-8909	226	15	investigated	investigate	VERB
aiti-8909	226	16	in	in	ADP
aiti-8909	226	17	the	the	DET
aiti-8909	226	18	following	follow	VERB
aiti-8909	226	19	sections	section	NOUN
aiti-8909	226	20	.	.	PUNCT
aiti-8909	227	1	(	(	PUNCT
aiti-8909	227	2	a	a	X
aiti-8909	227	3	)	)	PUNCT
aiti-8909	227	4	the	the	DET
aiti-8909	227	5	values	value	NOUN
aiti-8909	227	6	of	of	ADP
aiti-8909	227	7	natural	natural	ADJ
aiti-8909	227	8	frequency	frequency	NOUN
aiti-8909	227	9	in	in	ADP
aiti-8909	227	10	the	the	DET
aiti-8909	227	11	first	first	ADJ
aiti-8909	227	12	mode	mode	NOUN
aiti-8909	227	13	shape	shape	NOUN
aiti-8909	227	14	(	(	PUNCT
aiti-8909	227	15	b	b	NOUN
aiti-8909	227	16	)	)	PUNCT
aiti-8909	227	17	the	the	DET
aiti-8909	227	18	values	value	NOUN
aiti-8909	227	19	of	of	ADP
aiti-8909	227	20	natural	natural	ADJ
aiti-8909	227	21	frequency	frequency	NOUN
aiti-8909	227	22	in	in	ADP
aiti-8909	227	23	the	the	DET
aiti-8909	227	24	second	second	ADJ
aiti-8909	227	25	mode	mode	NOUN
aiti-8909	227	26	shape	shape	NOUN
aiti-8909	227	27	fig	fig	NOUN
aiti-8909	227	28	.	.	PUNCT
aiti-8909	228	1	7	7	NUM
aiti-8909	228	2	comparison	comparison	NOUN
aiti-8909	228	3	of	of	ADP
aiti-8909	228	4	the	the	DET
aiti-8909	228	5	natural	natural	ADJ
aiti-8909	228	6	frequency	frequency	NOUN
aiti-8909	228	7	values	value	NOUN
aiti-8909	228	8	between	between	ADP
aiti-8909	228	9	the	the	DET
aiti-8909	228	10	numerical	numerical	ADJ
aiti-8909	228	11	model	model	NOUN
aiti-8909	228	12	and	and	CCONJ
aiti-8909	228	13	the	the	DET
aiti-8909	228	14	ann	ann	PROPN
aiti-8909	228	15	model	model	NOUN
aiti-8909	228	16	with	with	ADP
aiti-8909	228	17	structure	structure	NOUN
aiti-8909	228	18	(	(	PUNCT
aiti-8909	228	19	5	5	NUM
aiti-8909	228	20	-	-	SYM
aiti-8909	228	21	11	11	NUM
aiti-8909	228	22	-	-	SYM
aiti-8909	228	23	2	2	NUM
aiti-8909	228	24	)	)	PUNCT
aiti-8909	228	25	in	in	ADP
aiti-8909	228	26	two	two	NUM
aiti-8909	228	27	mode	mode	NOUN
aiti-8909	228	28	shapes	shape	NOUN
aiti-8909	228	29	4	4	NUM
aiti-8909	228	30	.	.	PUNCT
aiti-8909	228	31	analysis	analysis	NOUN
aiti-8909	228	32	of	of	ADP
aiti-8909	228	33	parameters	parameter	NOUN
aiti-8909	228	34	’	'	PUNCT
aiti-8909	228	35	effect	effect	NOUN
aiti-8909	228	36	4.1	4.1	NUM
aiti-8909	228	37	.	.	PUNCT
aiti-8909	228	38	effect	effect	NOUN
aiti-8909	228	39	of	of	ADP
aiti-8909	228	40	the	the	DET
aiti-8909	228	41	modular	modular	ADJ
aiti-8909	228	42	ratio	ratio	NOUN
aiti-8909	228	43	(	(	PUNCT
aiti-8909	228	44	e1	e1	PROPN
aiti-8909	228	45	/	/	SYM
aiti-8909	228	46	e2	e2	PROPN
aiti-8909	228	47	)	)	PUNCT
aiti-8909	228	48	the	the	DET
aiti-8909	228	49	influence	influence	NOUN
aiti-8909	228	50	of	of	ADP
aiti-8909	228	51	the	the	DET
aiti-8909	228	52	modular	modular	ADJ
aiti-8909	228	53	ratio	ratio	NOUN
aiti-8909	228	54	on	on	ADP
aiti-8909	228	55	the	the	DET
aiti-8909	228	56	natural	natural	ADJ
aiti-8909	228	57	frequency	frequency	NOUN
aiti-8909	228	58	of	of	ADP
aiti-8909	228	59	the	the	DET
aiti-8909	228	60	cfff	cfff	PROPN
aiti-8909	228	61	laminate	laminate	NOUN
aiti-8909	228	62	composite	composite	ADJ
aiti-8909	228	63	plate	plate	NOUN
aiti-8909	228	64	[	[	X
aiti-8909	228	65	0/90]2s	0/90]2s	PROPN
aiti-8909	228	66	is	be	AUX
aiti-8909	228	67	studied	study	VERB
aiti-8909	228	68	with	with	ADP
aiti-8909	228	69	the	the	DET
aiti-8909	228	70	following	follow	VERB
aiti-8909	228	71	characteristics	characteristic	NOUN
aiti-8909	228	72	:	:	PUNCT
aiti-8909	228	73	length	length	NOUN
aiti-8909	228	74	-	-	PUNCT
aiti-8909	228	75	to	to	ADP
aiti-8909	228	76	-	-	PUNCT
aiti-8909	228	77	width	width	NOUN
aiti-8909	228	78	ratio	ratio	NOUN
aiti-8909	228	79	=	=	SYM
aiti-8909	228	80	1	1	NUM
aiti-8909	228	81	,	,	PUNCT
aiti-8909	228	82	thickness	thickness	NOUN
aiti-8909	228	83	ratio	ratio	NOUN
aiti-8909	228	84	=	=	PUNCT
aiti-8909	228	85	0.012	0.012	NUM
aiti-8909	228	86	,	,	PUNCT
aiti-8909	228	87	and	and	CCONJ
aiti-8909	228	88	the	the	DET
aiti-8909	228	89	square	square	ADJ
aiti-8909	228	90	cutout	cutout	NOUN
aiti-8909	228	91	with	with	ADP
aiti-8909	228	92	a	a	DET
aiti-8909	228	93	size	size	NOUN
aiti-8909	228	94	ratio	ratio	NOUN
aiti-8909	228	95	d	d	PROPN
aiti-8909	228	96	/	/	SYM
aiti-8909	228	97	a	a	PRON
aiti-8909	228	98	=	=	NOUN
aiti-8909	228	99	0.1	0.1	NUM
aiti-8909	228	100	.	.	PUNCT
aiti-8909	229	1	the	the	DET
aiti-8909	229	2	change	change	NOUN
aiti-8909	229	3	in	in	ADP
aiti-8909	229	4	natural	natural	ADJ
aiti-8909	229	5	frequency	frequency	NOUN
aiti-8909	229	6	of	of	ADP
aiti-8909	229	7	the	the	DET
aiti-8909	229	8	two	two	NUM
aiti-8909	229	9	vibration	vibration	NOUN
aiti-8909	229	10	modes	mode	NOUN
aiti-8909	229	11	is	be	AUX
aiti-8909	229	12	predicted	predict	VERB
aiti-8909	229	13	for	for	ADP
aiti-8909	229	14	the	the	DET
aiti-8909	229	15	following	follow	VERB
aiti-8909	229	16	combinations	combination	NOUN
aiti-8909	229	17	:	:	PUNCT
aiti-8909	229	18	e1	e1	NOUN
aiti-8909	229	19	/	/	SYM
aiti-8909	229	20	e2	e2	PROPN
aiti-8909	229	21	=	=	SYM
aiti-8909	229	22	1	1	NUM
aiti-8909	229	23	,	,	PUNCT
aiti-8909	229	24	2	2	NUM
aiti-8909	229	25	,	,	PUNCT
aiti-8909	229	26	3	3	NUM
aiti-8909	229	27	,	,	PUNCT
aiti-8909	229	28	and	and	CCONJ
aiti-8909	229	29	4	4	NUM
aiti-8909	229	30	.	.	NOUN
aiti-8909	229	31	table	table	NOUN
aiti-8909	229	32	6	6	NUM
aiti-8909	229	33	shows	show	VERB
aiti-8909	229	34	that	that	SCONJ
aiti-8909	229	35	,	,	PUNCT
aiti-8909	229	36	for	for	ADP
aiti-8909	229	37	the	the	DET
aiti-8909	229	38	two	two	NUM
aiti-8909	229	39	mode	mode	NOUN
aiti-8909	229	40	shapes	shape	NOUN
aiti-8909	229	41	,	,	PUNCT
aiti-8909	229	42	the	the	DET
aiti-8909	229	43	value	value	NOUN
aiti-8909	229	44	of	of	ADP
aiti-8909	229	45	the	the	DET
aiti-8909	229	46	frequency	frequency	NOUN
aiti-8909	229	47	decreases	decrease	VERB
aiti-8909	229	48	as	as	ADP
aiti-8909	229	49	the	the	DET
aiti-8909	229	50	modular	modular	ADJ
aiti-8909	229	51	ratio	ratio	NOUN
aiti-8909	229	52	increases	increase	NOUN
aiti-8909	229	53	.	.	PUNCT
aiti-8909	230	1	it	it	PRON
aiti-8909	230	2	is	be	AUX
aiti-8909	230	3	worth	worth	ADJ
aiti-8909	230	4	noticing	notice	VERB
aiti-8909	230	5	that	that	SCONJ
aiti-8909	230	6	the	the	DET
aiti-8909	230	7	natural	natural	ADJ
aiti-8909	230	8	frequency	frequency	NOUN
aiti-8909	230	9	corresponding	corresponding	NOUN
aiti-8909	230	10	to	to	ADP
aiti-8909	230	11	the	the	DET
aiti-8909	230	12	modular	modular	ADJ
aiti-8909	230	13	ratio	ratio	NOUN
aiti-8909	230	14	of	of	ADP
aiti-8909	230	15	2	2	NUM
aiti-8909	230	16	and	and	CCONJ
aiti-8909	230	17	the	the	DET
aiti-8909	230	18	ones	one	NOUN
aiti-8909	230	19	corresponding	correspond	VERB
aiti-8909	230	20	to	to	ADP
aiti-8909	230	21	3	3	NUM
aiti-8909	230	22	and	and	CCONJ
aiti-8909	230	23	4	4	NUM
aiti-8909	230	24	are	be	AUX
aiti-8909	230	25	very	very	ADV
aiti-8909	230	26	close	close	ADJ
aiti-8909	230	27	.	.	PUNCT
aiti-8909	231	1	the	the	DET
aiti-8909	231	2	lowest	low	ADJ
aiti-8909	231	3	natural	natural	ADJ
aiti-8909	231	4	frequencies	frequency	NOUN
aiti-8909	231	5	are	be	AUX
aiti-8909	231	6	20.36	20.36	NUM
aiti-8909	231	7	hz	hz	NOUN
aiti-8909	231	8	and	and	CCONJ
aiti-8909	231	9	46.37	46.37	NUM
aiti-8909	231	10	hz	hz	VERB
aiti-8909	231	11	for	for	ADP
aiti-8909	231	12	each	each	DET
aiti-8909	231	13	mode	mode	NOUN
aiti-8909	231	14	,	,	PUNCT
aiti-8909	231	15	and	and	CCONJ
aiti-8909	231	16	the	the	DET
aiti-8909	231	17	highest	high	ADJ
aiti-8909	231	18	ones	one	NOUN
aiti-8909	231	19	are	be	AUX
aiti-8909	231	20	26.140	26.140	NUM
aiti-8909	231	21	hz	hz	X
aiti-8909	231	22	and	and	CCONJ
aiti-8909	231	23	50.316	50.316	NUM
aiti-8909	231	24	hz	hz	NOUN
aiti-8909	231	25	.	.	PROPN
aiti-8909	231	26	table	table	NOUN
aiti-8909	231	27	6	6	NUM
aiti-8909	231	28	natural	natural	ADJ
aiti-8909	231	29	frequencies	frequency	NOUN
aiti-8909	231	30	of	of	ADP
aiti-8909	231	31	the	the	DET
aiti-8909	231	32	laminated	laminate	VERB
aiti-8909	231	33	square	square	ADJ
aiti-8909	231	34	plate	plate	NOUN
aiti-8909	231	35	with	with	ADP
aiti-8909	231	36	different	different	ADJ
aiti-8909	231	37	parameters	parameter	NOUN
aiti-8909	231	38	(	(	PUNCT
aiti-8909	231	39	the	the	DET
aiti-8909	231	40	modular	modular	ADJ
aiti-8909	231	41	ratio	ratio	NOUN
aiti-8909	231	42	,	,	PUNCT
aiti-8909	231	43	cutout	cutout	NOUN
aiti-8909	231	44	size	size	NOUN
aiti-8909	231	45	ratio	ratio	NOUN
aiti-8909	231	46	,	,	PUNCT
aiti-8909	231	47	and	and	CCONJ
aiti-8909	231	48	number	number	NOUN
aiti-8909	231	49	of	of	ADP
aiti-8909	231	50	cutouts	cutout	NOUN
aiti-8909	231	51	)	)	PUNCT
aiti-8909	231	52	modular	modular	ADJ
aiti-8909	231	53	ratio	ratio	NOUN
aiti-8909	231	54	(	(	PUNCT
aiti-8909	231	55	e1	e1	PROPN
aiti-8909	231	56	/	/	SYM
aiti-8909	231	57	e2	e2	PROPN
aiti-8909	231	58	)	)	PUNCT
aiti-8909	231	59	cutout	cutout	NOUN
aiti-8909	231	60	size	size	NOUN
aiti-8909	231	61	ratio	ratio	NOUN
aiti-8909	231	62	(	(	PUNCT
aiti-8909	231	63	d	d	NOUN
aiti-8909	231	64	/	/	SYM
aiti-8909	231	65	a	a	NOUN
aiti-8909	231	66	)	)	PUNCT
aiti-8909	231	67	number	number	NOUN
aiti-8909	231	68	of	of	ADP
aiti-8909	231	69	cutouts	cutout	NOUN
aiti-8909	231	70	1	1	NUM
aiti-8909	231	71	2	2	NUM
aiti-8909	231	72	3	3	NUM
aiti-8909	231	73	4	4	NUM
aiti-8909	231	74	0.1	0.1	NUM
aiti-8909	231	75	0.2	0.2	NUM
aiti-8909	231	76	0.3	0.3	NUM
aiti-8909	231	77	1	1	NUM
aiti-8909	231	78	2	2	NUM
aiti-8909	231	79	4	4	NUM
aiti-8909	231	80	natural	natural	ADJ
aiti-8909	231	81	frequency	frequency	NOUN
aiti-8909	231	82	of	of	ADP
aiti-8909	231	83	the	the	DET
aiti-8909	231	84	first	first	ADJ
aiti-8909	231	85	mode	mode	NOUN
aiti-8909	231	86	vibration	vibration	NOUN
aiti-8909	231	87	26.14	26.14	NUM
aiti-8909	231	88	22.41	22.41	NUM
aiti-8909	231	89	21.06	21.06	NUM
aiti-8909	231	90	20.36	20.36	NUM
aiti-8909	231	91	26.14	26.14	NUM
aiti-8909	231	92	26.80	26.80	NUM
aiti-8909	231	93	27.98	27.98	NUM
aiti-8909	231	94	36.06	36.06	NUM
aiti-8909	231	95	37.92	37.92	NUM
aiti-8909	231	96	39.46	39.46	NUM
aiti-8909	231	97	natural	natural	ADJ
aiti-8909	231	98	frequency	frequency	NOUN
aiti-8909	231	99	of	of	ADP
aiti-8909	231	100	the	the	DET
aiti-8909	231	101	second	second	ADJ
aiti-8909	231	102	mode	mode	NOUN
aiti-8909	231	103	vibration	vibration	NOUN
aiti-8909	231	104	50.31	50.31	NUM
aiti-8909	231	105	47.78	47.78	NUM
aiti-8909	231	106	46.66	46.66	NUM
aiti-8909	231	107	46.37	46.37	NUM
aiti-8909	231	108	50.31	50.31	NUM
aiti-8909	231	109	49.49	49.49	NUM
aiti-8909	231	110	48.16	48.16	NUM
aiti-8909	231	111	73.16	73.16	NUM
aiti-8909	231	112	73.21	73.21	NUM
aiti-8909	231	113	73.66	73.66	NUM
aiti-8909	231	114	139	139	NUM
aiti-8909	231	115	advances	advance	NOUN
aiti-8909	231	116	in	in	ADP
aiti-8909	231	117	technology	technology	NOUN
aiti-8909	231	118	innovation	innovation	NOUN
aiti-8909	231	119	,	,	PUNCT
aiti-8909	231	120	vol	vol	NOUN
aiti-8909	231	121	.	.	PROPN
aiti-8909	232	1	7	7	NUM
aiti-8909	232	2	,	,	PUNCT
aiti-8909	232	3	no	no	INTJ
aiti-8909	232	4	.	.	NOUN
aiti-8909	232	5	2	2	NUM
aiti-8909	232	6	,	,	PUNCT
aiti-8909	232	7	2022	2022	NUM
aiti-8909	232	8	,	,	PUNCT
aiti-8909	232	9	pp	pp	ADJ
aiti-8909	232	10	.	.	PUNCT
aiti-8909	233	1	131	131	NUM
aiti-8909	233	2	-	-	SYM
aiti-8909	233	3	142	142	NUM
aiti-8909	233	4	4.2	4.2	NUM
aiti-8909	233	5	.	.	PUNCT
aiti-8909	234	1	effect	effect	NOUN
aiti-8909	234	2	of	of	ADP
aiti-8909	234	3	the	the	DET
aiti-8909	234	4	cutout	cutout	NOUN
aiti-8909	234	5	size	size	NOUN
aiti-8909	234	6	table	table	NOUN
aiti-8909	234	7	6	6	NUM
aiti-8909	234	8	also	also	ADV
aiti-8909	234	9	shows	show	VERB
aiti-8909	234	10	the	the	DET
aiti-8909	234	11	variation	variation	NOUN
aiti-8909	234	12	in	in	ADP
aiti-8909	234	13	the	the	DET
aiti-8909	234	14	first	first	ADJ
aiti-8909	234	15	two	two	NUM
aiti-8909	234	16	natural	natural	ADJ
aiti-8909	234	17	frequencies	frequency	NOUN
aiti-8909	234	18	with	with	ADP
aiti-8909	234	19	respect	respect	NOUN
aiti-8909	234	20	to	to	ADP
aiti-8909	234	21	three	three	NUM
aiti-8909	234	22	different	different	ADJ
aiti-8909	234	23	cutout	cutout	NOUN
aiti-8909	234	24	size	size	NOUN
aiti-8909	234	25	ratios	ratio	NOUN
aiti-8909	234	26	:	:	PUNCT
aiti-8909	235	1	d	d	X
aiti-8909	235	2	/	/	SYM
aiti-8909	235	3	a	a	PRON
aiti-8909	235	4	=	=	NOUN
aiti-8909	235	5	0.1	0.1	NUM
aiti-8909	235	6	,	,	PUNCT
aiti-8909	235	7	0.2	0.2	NUM
aiti-8909	235	8	,	,	PUNCT
aiti-8909	235	9	and	and	CCONJ
aiti-8909	235	10	0.3	0.3	NUM
aiti-8909	235	11	in	in	ADP
aiti-8909	235	12	the	the	DET
aiti-8909	235	13	same	same	ADJ
aiti-8909	235	14	laminated	laminate	VERB
aiti-8909	235	15	plate	plate	NOUN
aiti-8909	235	16	having	have	VERB
aiti-8909	235	17	length	length	NOUN
aiti-8909	235	18	-	-	PUNCT
aiti-8909	235	19	to	to	ADP
aiti-8909	235	20	-	-	PUNCT
aiti-8909	235	21	width	width	NOUN
aiti-8909	235	22	ratio	ratio	NOUN
aiti-8909	235	23	a	a	DET
aiti-8909	235	24	/	/	SYM
aiti-8909	235	25	b	b	NOUN
aiti-8909	235	26	=	=	SYM
aiti-8909	235	27	1	1	NUM
aiti-8909	235	28	and	and	CCONJ
aiti-8909	235	29	thickness	thickness	NOUN
aiti-8909	235	30	ratio	ratio	NOUN
aiti-8909	235	31	h	h	PROPN
aiti-8909	235	32	/	/	SYM
aiti-8909	235	33	b	b	PROPN
aiti-8909	235	34	=	=	NOUN
aiti-8909	235	35	0.012	0.012	NUM
aiti-8909	235	36	.	.	PUNCT
aiti-8909	236	1	it	it	PRON
aiti-8909	236	2	is	be	AUX
aiti-8909	236	3	obvious	obvious	ADJ
aiti-8909	236	4	that	that	SCONJ
aiti-8909	236	5	the	the	DET
aiti-8909	236	6	size	size	NOUN
aiti-8909	236	7	of	of	ADP
aiti-8909	236	8	the	the	DET
aiti-8909	236	9	cutout	cutout	NOUN
aiti-8909	236	10	affects	affect	VERB
aiti-8909	236	11	the	the	DET
aiti-8909	236	12	natural	natural	ADJ
aiti-8909	236	13	frequencies	frequency	NOUN
aiti-8909	236	14	of	of	ADP
aiti-8909	236	15	the	the	DET
aiti-8909	236	16	composite	composite	ADJ
aiti-8909	236	17	plate	plate	NOUN
aiti-8909	236	18	.	.	PUNCT
aiti-8909	237	1	according	accord	VERB
aiti-8909	237	2	to	to	ADP
aiti-8909	237	3	the	the	DET
aiti-8909	237	4	results	result	NOUN
aiti-8909	237	5	,	,	PUNCT
aiti-8909	237	6	the	the	DET
aiti-8909	237	7	natural	natural	ADJ
aiti-8909	237	8	frequency	frequency	NOUN
aiti-8909	237	9	of	of	ADP
aiti-8909	237	10	the	the	DET
aiti-8909	237	11	specimen	speciman	NOUN
aiti-8909	237	12	and	and	CCONJ
aiti-8909	237	13	the	the	DET
aiti-8909	237	14	size	size	NOUN
aiti-8909	237	15	of	of	ADP
aiti-8909	237	16	the	the	DET
aiti-8909	237	17	cutout	cutout	NOUN
aiti-8909	237	18	are	be	AUX
aiti-8909	237	19	proportional	proportional	ADJ
aiti-8909	237	20	.	.	PUNCT
aiti-8909	238	1	for	for	ADP
aiti-8909	238	2	the	the	DET
aiti-8909	238	3	first	first	ADJ
aiti-8909	238	4	two	two	NUM
aiti-8909	238	5	modes	mode	NOUN
aiti-8909	238	6	,	,	PUNCT
aiti-8909	238	7	when	when	SCONJ
aiti-8909	238	8	the	the	DET
aiti-8909	238	9	size	size	NOUN
aiti-8909	238	10	of	of	ADP
aiti-8909	238	11	the	the	DET
aiti-8909	238	12	cutout	cutout	NOUN
aiti-8909	238	13	d	d	NOUN
aiti-8909	238	14	/	/	SYM
aiti-8909	238	15	a	a	DET
aiti-8909	238	16	changes	change	NOUN
aiti-8909	238	17	from	from	ADP
aiti-8909	238	18	0.1	0.1	NUM
aiti-8909	238	19	to	to	ADP
aiti-8909	238	20	0.2	0.2	NUM
aiti-8909	238	21	,	,	PUNCT
aiti-8909	238	22	0.1	0.1	NUM
aiti-8909	238	23	to	to	ADP
aiti-8909	238	24	0.3	0.3	NUM
aiti-8909	238	25	,	,	PUNCT
aiti-8909	238	26	and	and	CCONJ
aiti-8909	238	27	0.2	0.2	NUM
aiti-8909	238	28	to	to	ADP
aiti-8909	238	29	0.3	0.3	NUM
aiti-8909	238	30	,	,	PUNCT
aiti-8909	238	31	the	the	DET
aiti-8909	238	32	natural	natural	ADJ
aiti-8909	238	33	frequency	frequency	NOUN
aiti-8909	238	34	increases	increase	NOUN
aiti-8909	238	35	by	by	ADP
aiti-8909	238	36	2.54	2.54	NUM
aiti-8909	238	37	%	%	NOUN
aiti-8909	238	38	,	,	PUNCT
aiti-8909	238	39	1.64	1.64	NUM
aiti-8909	238	40	%	%	NOUN
aiti-8909	238	41	,	,	PUNCT
aiti-8909	238	42	and	and	CCONJ
aiti-8909	238	43	2.23	2.23	NUM
aiti-8909	238	44	%	%	NOUN
aiti-8909	238	45	,	,	PUNCT
aiti-8909	238	46	then	then	ADV
aiti-8909	238	47	by	by	ADP
aiti-8909	238	48	7.03	7.03	NUM
aiti-8909	238	49	%	%	NOUN
aiti-8909	238	50	,	,	PUNCT
aiti-8909	238	51	4.26	4.26	NUM
aiti-8909	238	52	%	%	NOUN
aiti-8909	238	53	,	,	PUNCT
aiti-8909	238	54	and	and	CCONJ
aiti-8909	238	55	5.53	5.53	NUM
aiti-8909	238	56	%	%	NOUN
aiti-8909	238	57	.	.	PUNCT
aiti-8909	239	1	4.3	4.3	NUM
aiti-8909	239	2	.	.	PUNCT
aiti-8909	239	3	effect	effect	NOUN
aiti-8909	239	4	of	of	ADP
aiti-8909	239	5	the	the	DET
aiti-8909	239	6	cutout	cutout	NOUN
aiti-8909	239	7	number	number	NOUN
aiti-8909	239	8	in	in	ADP
aiti-8909	239	9	this	this	DET
aiti-8909	239	10	part	part	NOUN
aiti-8909	239	11	,	,	PUNCT
aiti-8909	239	12	the	the	DET
aiti-8909	239	13	effect	effect	NOUN
aiti-8909	239	14	of	of	ADP
aiti-8909	239	15	the	the	DET
aiti-8909	239	16	number	number	NOUN
aiti-8909	239	17	of	of	ADP
aiti-8909	239	18	cutouts	cutout	NOUN
aiti-8909	239	19	on	on	ADP
aiti-8909	239	20	natural	natural	ADJ
aiti-8909	239	21	frequency	frequency	NOUN
aiti-8909	239	22	is	be	AUX
aiti-8909	239	23	investigated	investigate	VERB
aiti-8909	239	24	.	.	PUNCT
aiti-8909	240	1	the	the	DET
aiti-8909	240	2	laminated	laminate	VERB
aiti-8909	240	3	square	square	ADJ
aiti-8909	240	4	plate	plate	NOUN
aiti-8909	240	5	is	be	AUX
aiti-8909	240	6	composed	compose	VERB
aiti-8909	240	7	of	of	ADP
aiti-8909	240	8	eight	eight	NUM
aiti-8909	240	9	elastic	elastic	ADJ
aiti-8909	240	10	layers	layer	NOUN
aiti-8909	240	11	[	[	X
aiti-8909	240	12	0/90]2s	0/90]2s	PROPN
aiti-8909	240	13	with	with	ADP
aiti-8909	240	14	cfff	cfff	ADJ
aiti-8909	240	15	support	support	NOUN
aiti-8909	240	16	in	in	ADP
aiti-8909	240	17	the	the	DET
aiti-8909	240	18	borders	border	NOUN
aiti-8909	240	19	.	.	PUNCT
aiti-8909	241	1	the	the	DET
aiti-8909	241	2	natural	natural	ADJ
aiti-8909	241	3	frequency	frequency	NOUN
aiti-8909	241	4	of	of	ADP
aiti-8909	241	5	the	the	DET
aiti-8909	241	6	first	first	ADJ
aiti-8909	241	7	two	two	NUM
aiti-8909	241	8	mode	mode	NOUN
aiti-8909	241	9	shapes	shape	NOUN
aiti-8909	241	10	of	of	ADP
aiti-8909	241	11	the	the	DET
aiti-8909	241	12	composite	composite	ADJ
aiti-8909	241	13	plate	plate	NOUN
aiti-8909	241	14	is	be	AUX
aiti-8909	241	15	determined	determine	VERB
aiti-8909	241	16	using	use	VERB
aiti-8909	241	17	a	a	DET
aiti-8909	241	18	frequency	frequency	NOUN
aiti-8909	241	19	response	response	NOUN
aiti-8909	241	20	study	study	NOUN
aiti-8909	241	21	.	.	PUNCT
aiti-8909	242	1	the	the	DET
aiti-8909	242	2	square	square	ADJ
aiti-8909	242	3	laminate	laminate	NOUN
aiti-8909	242	4	utilized	utilize	VERB
aiti-8909	242	5	has	have	VERB
aiti-8909	242	6	a	a	DET
aiti-8909	242	7	length	length	NOUN
aiti-8909	242	8	-	-	PUNCT
aiti-8909	242	9	to	to	ADP
aiti-8909	242	10	-	-	PUNCT
aiti-8909	242	11	width	width	NOUN
aiti-8909	242	12	ratio	ratio	NOUN
aiti-8909	242	13	of	of	ADP
aiti-8909	242	14	a	a	DET
aiti-8909	242	15	/	/	SYM
aiti-8909	242	16	b	b	NOUN
aiti-8909	242	17	=	=	SYM
aiti-8909	242	18	1	1	NUM
aiti-8909	242	19	and	and	CCONJ
aiti-8909	242	20	a	a	DET
aiti-8909	242	21	thickness	thickness	NOUN
aiti-8909	242	22	ratio	ratio	NOUN
aiti-8909	242	23	of	of	ADP
aiti-8909	242	24	h	h	PROPN
aiti-8909	242	25	/	/	SYM
aiti-8909	242	26	b	b	NOUN
aiti-8909	242	27	=	=	NOUN
aiti-8909	242	28	0.01	0.01	NUM
aiti-8909	242	29	,	,	PUNCT
aiti-8909	242	30	whereas	whereas	SCONJ
aiti-8909	242	31	the	the	DET
aiti-8909	242	32	cutout	cutout	NOUN
aiti-8909	242	33	size	size	NOUN
aiti-8909	242	34	ratio	ratio	NOUN
aiti-8909	242	35	equals	equal	VERB
aiti-8909	242	36	d	d	NOUN
aiti-8909	242	37	/	/	SYM
aiti-8909	242	38	a	a	PRON
aiti-8909	242	39	=	=	NOUN
aiti-8909	242	40	0.1	0.1	NUM
aiti-8909	242	41	in	in	ADP
aiti-8909	242	42	all	all	DET
aiti-8909	242	43	three	three	NUM
aiti-8909	242	44	configurations	configuration	NOUN
aiti-8909	242	45	.	.	PUNCT
aiti-8909	243	1	the	the	DET
aiti-8909	243	2	results	result	NOUN
aiti-8909	243	3	are	be	AUX
aiti-8909	243	4	displayed	display	VERB
aiti-8909	243	5	in	in	ADP
aiti-8909	243	6	table	table	NOUN
aiti-8909	243	7	6	6	NUM
aiti-8909	243	8	.	.	PUNCT
aiti-8909	244	1	for	for	ADP
aiti-8909	244	2	both	both	CCONJ
aiti-8909	244	3	the	the	DET
aiti-8909	244	4	vibration	vibration	NOUN
aiti-8909	244	5	modes	mode	NOUN
aiti-8909	244	6	,	,	PUNCT
aiti-8909	244	7	the	the	DET
aiti-8909	244	8	number	number	NOUN
aiti-8909	244	9	of	of	ADP
aiti-8909	244	10	cutouts	cutout	NOUN
aiti-8909	244	11	has	have	VERB
aiti-8909	244	12	an	an	DET
aiti-8909	244	13	inverse	inverse	ADJ
aiti-8909	244	14	effect	effect	NOUN
aiti-8909	244	15	on	on	ADP
aiti-8909	244	16	the	the	DET
aiti-8909	244	17	natural	natural	ADJ
aiti-8909	244	18	frequency	frequency	NOUN
aiti-8909	244	19	of	of	ADP
aiti-8909	244	20	the	the	DET
aiti-8909	244	21	laminated	laminate	VERB
aiti-8909	244	22	composite	composite	ADJ
aiti-8909	244	23	plates	plate	NOUN
aiti-8909	244	24	.	.	PUNCT
aiti-8909	245	1	according	accord	VERB
aiti-8909	245	2	to	to	ADP
aiti-8909	245	3	the	the	DET
aiti-8909	245	4	results	result	NOUN
aiti-8909	245	5	,	,	PUNCT
aiti-8909	245	6	as	as	ADP
aiti-8909	245	7	the	the	DET
aiti-8909	245	8	number	number	NOUN
aiti-8909	245	9	of	of	ADP
aiti-8909	245	10	cutouts	cutout	NOUN
aiti-8909	245	11	increases	increase	NOUN
aiti-8909	245	12	,	,	PUNCT
aiti-8909	245	13	the	the	DET
aiti-8909	245	14	specimen	speciman	NOUN
aiti-8909	245	15	’s	’s	PART
aiti-8909	245	16	natural	natural	ADJ
aiti-8909	245	17	frequency	frequency	NOUN
aiti-8909	245	18	decreases	decrease	NOUN
aiti-8909	245	19	by	by	ADP
aiti-8909	245	20	a	a	DET
aiti-8909	245	21	modest	modest	ADJ
aiti-8909	245	22	amount	amount	NOUN
aiti-8909	245	23	.	.	PUNCT
aiti-8909	246	1	the	the	DET
aiti-8909	246	2	change	change	NOUN
aiti-8909	246	3	does	do	AUX
aiti-8909	246	4	not	not	PART
aiti-8909	246	5	exceed	exceed	VERB
aiti-8909	246	6	0.7	0.7	NUM
aiti-8909	246	7	%	%	NOUN
aiti-8909	246	8	for	for	ADP
aiti-8909	246	9	the	the	DET
aiti-8909	246	10	second	second	ADJ
aiti-8909	246	11	vibration	vibration	NOUN
aiti-8909	246	12	mode	mode	NOUN
aiti-8909	246	13	.	.	PUNCT
aiti-8909	247	1	5	5	X
aiti-8909	247	2	.	.	X
aiti-8909	247	3	conclusions	conclusion	NOUN
aiti-8909	247	4	in	in	ADP
aiti-8909	247	5	this	this	DET
aiti-8909	247	6	study	study	NOUN
aiti-8909	247	7	,	,	PUNCT
aiti-8909	247	8	a	a	DET
aiti-8909	247	9	neural	neural	ADJ
aiti-8909	247	10	-	-	PUNCT
aiti-8909	247	11	network	network	NOUN
aiti-8909	247	12	-	-	PUNCT
aiti-8909	247	13	based	base	VERB
aiti-8909	247	14	approach	approach	NOUN
aiti-8909	247	15	is	be	AUX
aiti-8909	247	16	proposed	propose	VERB
aiti-8909	247	17	to	to	PART
aiti-8909	247	18	assess	assess	VERB
aiti-8909	247	19	changes	change	NOUN
aiti-8909	247	20	in	in	ADP
aiti-8909	247	21	the	the	DET
aiti-8909	247	22	geometrical	geometrical	ADJ
aiti-8909	247	23	and	and	CCONJ
aiti-8909	247	24	mechanical	mechanical	ADJ
aiti-8909	247	25	properties	property	NOUN
aiti-8909	247	26	of	of	ADP
aiti-8909	247	27	composite	composite	ADJ
aiti-8909	247	28	plates	plate	NOUN
aiti-8909	247	29	through	through	ADP
aiti-8909	247	30	the	the	DET
aiti-8909	247	31	prediction	prediction	NOUN
aiti-8909	247	32	of	of	ADP
aiti-8909	247	33	natural	natural	ADJ
aiti-8909	247	34	frequency	frequency	NOUN
aiti-8909	247	35	.	.	PUNCT
aiti-8909	248	1	the	the	DET
aiti-8909	248	2	main	main	ADJ
aiti-8909	248	3	idea	idea	NOUN
aiti-8909	248	4	is	be	AUX
aiti-8909	248	5	to	to	PART
aiti-8909	248	6	simulate	simulate	VERB
aiti-8909	248	7	the	the	DET
aiti-8909	248	8	composite	composite	ADJ
aiti-8909	248	9	model	model	NOUN
aiti-8909	248	10	numerically	numerically	ADV
aiti-8909	248	11	with	with	ADP
aiti-8909	248	12	the	the	DET
aiti-8909	248	13	fe	fe	NOUN
aiti-8909	248	14	method	method	NOUN
aiti-8909	248	15	and	and	CCONJ
aiti-8909	248	16	use	use	VERB
aiti-8909	248	17	its	its	PRON
aiti-8909	248	18	output	output	NOUN
aiti-8909	248	19	to	to	PART
aiti-8909	248	20	construct	construct	VERB
aiti-8909	248	21	and	and	CCONJ
aiti-8909	248	22	train	train	VERB
aiti-8909	248	23	a	a	DET
aiti-8909	248	24	successful	successful	ADJ
aiti-8909	248	25	ann	ann	PROPN
aiti-8909	248	26	predictive	predictive	PROPN
aiti-8909	248	27	model	model	PROPN
aiti-8909	248	28	.	.	PUNCT
aiti-8909	249	1	the	the	DET
aiti-8909	249	2	model	model	NOUN
aiti-8909	249	3	uses	use	VERB
aiti-8909	249	4	natural	natural	ADJ
aiti-8909	249	5	frequency	frequency	NOUN
aiti-8909	249	6	as	as	ADP
aiti-8909	249	7	an	an	DET
aiti-8909	249	8	indicator	indicator	NOUN
aiti-8909	249	9	.	.	PUNCT
aiti-8909	250	1	after	after	ADP
aiti-8909	250	2	validation	validation	NOUN
aiti-8909	250	3	,	,	PUNCT
aiti-8909	250	4	the	the	DET
aiti-8909	250	5	ann	ann	PROPN
aiti-8909	250	6	model	model	NOUN
aiti-8909	250	7	is	be	AUX
aiti-8909	250	8	used	use	VERB
aiti-8909	250	9	to	to	PART
aiti-8909	250	10	identify	identify	VERB
aiti-8909	250	11	the	the	DET
aiti-8909	250	12	changes	change	NOUN
aiti-8909	250	13	in	in	ADP
aiti-8909	250	14	structures	structure	NOUN
aiti-8909	250	15	by	by	ADP
aiti-8909	250	16	the	the	DET
aiti-8909	250	17	prediction	prediction	NOUN
aiti-8909	250	18	of	of	ADP
aiti-8909	250	19	natural	natural	ADJ
aiti-8909	250	20	frequency	frequency	NOUN
aiti-8909	250	21	.	.	PUNCT
aiti-8909	251	1	the	the	DET
aiti-8909	251	2	effects	effect	NOUN
aiti-8909	251	3	of	of	ADP
aiti-8909	251	4	the	the	DET
aiti-8909	251	5	main	main	ADJ
aiti-8909	251	6	geometrical	geometrical	ADJ
aiti-8909	251	7	and	and	CCONJ
aiti-8909	251	8	mechanical	mechanical	ADJ
aiti-8909	251	9	characteristics	characteristic	NOUN
aiti-8909	251	10	(	(	PUNCT
aiti-8909	251	11	e.g.	e.g.	ADV
aiti-8909	251	12	,	,	PUNCT
aiti-8909	251	13	the	the	DET
aiti-8909	251	14	cutout	cutout	NOUN
aiti-8909	251	15	size	size	NOUN
aiti-8909	251	16	ratio	ratio	NOUN
aiti-8909	251	17	(	(	PUNCT
aiti-8909	251	18	d	d	NOUN
aiti-8909	251	19	/	/	SYM
aiti-8909	251	20	a	a	NOUN
aiti-8909	251	21	)	)	PUNCT
aiti-8909	251	22	,	,	PUNCT
aiti-8909	251	23	the	the	DET
aiti-8909	251	24	number	number	NOUN
aiti-8909	251	25	of	of	ADP
aiti-8909	251	26	cutouts	cutout	NOUN
aiti-8909	251	27	,	,	PUNCT
aiti-8909	251	28	and	and	CCONJ
aiti-8909	251	29	the	the	DET
aiti-8909	251	30	modular	modular	ADJ
aiti-8909	251	31	ratio	ratio	NOUN
aiti-8909	251	32	(	(	PUNCT
aiti-8909	251	33	e1	e1	PROPN
aiti-8909	251	34	/	/	SYM
aiti-8909	251	35	e2	e2	PROPN
aiti-8909	251	36	)	)	PUNCT
aiti-8909	251	37	)	)	PUNCT
aiti-8909	251	38	on	on	ADP
aiti-8909	251	39	the	the	DET
aiti-8909	251	40	natural	natural	ADJ
aiti-8909	251	41	frequency	frequency	NOUN
aiti-8909	251	42	were	be	AUX
aiti-8909	251	43	investigated	investigate	VERB
aiti-8909	251	44	.	.	PUNCT
aiti-8909	252	1	the	the	DET
aiti-8909	252	2	findings	finding	NOUN
aiti-8909	252	3	of	of	ADP
aiti-8909	252	4	this	this	DET
aiti-8909	252	5	study	study	NOUN
aiti-8909	252	6	can	can	AUX
aiti-8909	252	7	be	be	AUX
aiti-8909	252	8	summarized	summarize	VERB
aiti-8909	252	9	as	as	SCONJ
aiti-8909	252	10	follows	follow	VERB
aiti-8909	252	11	:	:	PUNCT
aiti-8909	252	12	(	(	PUNCT
aiti-8909	252	13	1	1	X
aiti-8909	252	14	)	)	PUNCT
aiti-8909	252	15	the	the	DET
aiti-8909	252	16	constructed	construct	VERB
aiti-8909	252	17	ann	ann	PROPN
aiti-8909	252	18	model	model	NOUN
aiti-8909	252	19	agrees	agree	VERB
aiti-8909	252	20	with	with	ADP
aiti-8909	252	21	the	the	DET
aiti-8909	252	22	fe	fe	PROPN
aiti-8909	252	23	model	model	NOUN
aiti-8909	252	24	,	,	PUNCT
aiti-8909	252	25	indicated	indicate	VERB
aiti-8909	252	26	by	by	ADP
aiti-8909	252	27	a	a	DET
aiti-8909	252	28	mean	mean	ADJ
aiti-8909	252	29	squared	square	VERB
aiti-8909	252	30	error	error	NOUN
aiti-8909	252	31	near	near	ADP
aiti-8909	252	32	zero	zero	NUM
aiti-8909	252	33	.	.	PUNCT
aiti-8909	253	1	the	the	DET
aiti-8909	253	2	greatest	great	ADJ
aiti-8909	253	3	ae	ae	PROPN
aiti-8909	253	4	between	between	ADP
aiti-8909	253	5	the	the	DET
aiti-8909	253	6	numerical	numerical	ADJ
aiti-8909	253	7	model	model	NOUN
aiti-8909	253	8	and	and	CCONJ
aiti-8909	253	9	the	the	DET
aiti-8909	253	10	ann	ann	PROPN
aiti-8909	253	11	forecasting	forecasting	NOUN
aiti-8909	253	12	model	model	NOUN
aiti-8909	253	13	was	be	AUX
aiti-8909	253	14	found	find	VERB
aiti-8909	253	15	to	to	PART
aiti-8909	253	16	be	be	AUX
aiti-8909	253	17	4.92	4.92	NUM
aiti-8909	253	18	%	%	NOUN
aiti-8909	253	19	and	and	CCONJ
aiti-8909	253	20	1.75	1.75	NUM
aiti-8909	253	21	%	%	NOUN
aiti-8909	253	22	for	for	ADP
aiti-8909	253	23	the	the	DET
aiti-8909	253	24	first	first	ADJ
aiti-8909	253	25	and	and	CCONJ
aiti-8909	253	26	the	the	DET
aiti-8909	253	27	second	second	ADJ
aiti-8909	253	28	vibration	vibration	NOUN
aiti-8909	253	29	modes	mode	NOUN
aiti-8909	253	30	,	,	PUNCT
aiti-8909	253	31	respectively	respectively	ADV
aiti-8909	253	32	.	.	PUNCT
aiti-8909	254	1	(	(	PUNCT
aiti-8909	254	2	2	2	X
aiti-8909	254	3	)	)	PUNCT
aiti-8909	254	4	the	the	DET
aiti-8909	254	5	natural	natural	ADJ
aiti-8909	254	6	frequency	frequency	NOUN
aiti-8909	254	7	of	of	ADP
aiti-8909	254	8	the	the	DET
aiti-8909	254	9	laminate	laminate	NOUN
aiti-8909	254	10	plates	plate	NOUN
aiti-8909	254	11	is	be	AUX
aiti-8909	254	12	inversely	inversely	ADV
aiti-8909	254	13	proportional	proportional	ADJ
aiti-8909	254	14	to	to	ADP
aiti-8909	254	15	the	the	DET
aiti-8909	254	16	e1	e1	PROPN
aiti-8909	254	17	/	/	SYM
aiti-8909	254	18	e2	e2	PROPN
aiti-8909	254	19	ratio	ratio	NOUN
aiti-8909	254	20	.	.	PUNCT
aiti-8909	255	1	(	(	PUNCT
aiti-8909	255	2	3	3	X
aiti-8909	255	3	)	)	PUNCT
aiti-8909	255	4	the	the	DET
aiti-8909	255	5	natural	natural	ADJ
aiti-8909	255	6	frequency	frequency	NOUN
aiti-8909	255	7	is	be	AUX
aiti-8909	255	8	inversely	inversely	ADV
aiti-8909	255	9	proportional	proportional	ADJ
aiti-8909	255	10	to	to	ADP
aiti-8909	255	11	the	the	DET
aiti-8909	255	12	number	number	NOUN
aiti-8909	255	13	of	of	ADP
aiti-8909	255	14	cutouts	cutout	NOUN
aiti-8909	255	15	.	.	PUNCT
aiti-8909	256	1	(	(	PUNCT
aiti-8909	256	2	4	4	X
aiti-8909	256	3	)	)	PUNCT
aiti-8909	256	4	the	the	DET
aiti-8909	256	5	natural	natural	ADJ
aiti-8909	256	6	frequency	frequency	NOUN
aiti-8909	256	7	increases	increase	NOUN
aiti-8909	256	8	with	with	ADP
aiti-8909	256	9	the	the	DET
aiti-8909	256	10	increase	increase	NOUN
aiti-8909	256	11	in	in	ADP
aiti-8909	256	12	the	the	DET
aiti-8909	256	13	size	size	NOUN
aiti-8909	256	14	of	of	ADP
aiti-8909	256	15	the	the	DET
aiti-8909	256	16	cutouts	cutout	NOUN
aiti-8909	256	17	.	.	PUNCT
aiti-8909	257	1	conflicts	conflict	NOUN
aiti-8909	257	2	of	of	ADP
aiti-8909	257	3	interest	interest	NOUN
aiti-8909	257	4	the	the	DET
aiti-8909	257	5	authors	author	NOUN
aiti-8909	257	6	declare	declare	VERB
aiti-8909	257	7	no	no	DET
aiti-8909	257	8	conflict	conflict	NOUN
aiti-8909	257	9	of	of	ADP
aiti-8909	257	10	interest	interest	NOUN
aiti-8909	257	11	.	.	PUNCT
aiti-8909	258	1	references	reference	NOUN
aiti-8909	258	2	[	[	X
aiti-8909	258	3	1	1	NUM
aiti-8909	258	4	]	]	PUNCT
aiti-8909	258	5	c.	c.	PROPN
aiti-8909	258	6	g.	g.	PROPN
aiti-8909	258	7	boay	boay	PROPN
aiti-8909	258	8	,	,	PUNCT
aiti-8909	258	9	“	"	PUNCT
aiti-8909	258	10	free	free	ADJ
aiti-8909	258	11	vibration	vibration	NOUN
aiti-8909	258	12	of	of	ADP
aiti-8909	258	13	laminated	laminated	ADJ
aiti-8909	258	14	composite	composite	ADJ
aiti-8909	258	15	plates	plate	NOUN
aiti-8909	258	16	with	with	ADP
aiti-8909	258	17	a	a	DET
aiti-8909	258	18	central	central	ADJ
aiti-8909	258	19	circular	circular	ADJ
aiti-8909	258	20	hole	hole	NOUN
aiti-8909	258	21	,	,	PUNCT
aiti-8909	258	22	”	"	PUNCT
aiti-8909	258	23	composite	composite	ADJ
aiti-8909	258	24	structures	structure	NOUN
aiti-8909	258	25	,	,	PUNCT
aiti-8909	258	26	vol	vol	NOUN
aiti-8909	258	27	.	.	PROPN
aiti-8909	258	28	35	35	NUM
aiti-8909	258	29	,	,	PUNCT
aiti-8909	258	30	no	no	INTJ
aiti-8909	258	31	.	.	NOUN
aiti-8909	258	32	4	4	NUM
aiti-8909	258	33	,	,	PUNCT
aiti-8909	258	34	pp	pp	ADJ
aiti-8909	258	35	.	.	PUNCT
aiti-8909	259	1	357	357	NUM
aiti-8909	259	2	-	-	SYM
aiti-8909	259	3	368	368	NUM
aiti-8909	259	4	,	,	PUNCT
aiti-8909	259	5	august	august	PROPN
aiti-8909	259	6	1996	1996	NUM
aiti-8909	259	7	.	.	PUNCT
aiti-8909	260	1	140	140	NUM
aiti-8909	260	2	advances	advance	NOUN
aiti-8909	260	3	in	in	ADP
aiti-8909	260	4	technology	technology	NOUN
aiti-8909	260	5	innovation	innovation	NOUN
aiti-8909	260	6	,	,	PUNCT
aiti-8909	260	7	vol	vol	NOUN
aiti-8909	260	8	.	.	PROPN
aiti-8909	260	9	7	7	NUM
aiti-8909	260	10	,	,	PUNCT
aiti-8909	260	11	no	no	INTJ
aiti-8909	260	12	.	.	NOUN
aiti-8909	260	13	2	2	NUM
aiti-8909	260	14	,	,	PUNCT
aiti-8909	260	15	2022	2022	NUM
aiti-8909	260	16	,	,	PUNCT
aiti-8909	260	17	pp	pp	ADJ
aiti-8909	260	18	.	.	PUNCT
aiti-8909	261	1	131	131	NUM
aiti-8909	261	2	-	-	SYM
aiti-8909	261	3	142	142	NUM
aiti-8909	261	4	[	[	X
aiti-8909	261	5	2	2	NUM
aiti-8909	261	6	]	]	X
aiti-8909	261	7	y.	y.	PROPN
aiti-8909	261	8	kim	kim	PROPN
aiti-8909	261	9	and	and	CCONJ
aiti-8909	261	10	j.	j.	PROPN
aiti-8909	261	11	park	park	PROPN
aiti-8909	261	12	,	,	PUNCT
aiti-8909	261	13	“	"	PUNCT
aiti-8909	261	14	a	a	DET
aiti-8909	261	15	theory	theory	NOUN
aiti-8909	261	16	for	for	ADP
aiti-8909	261	17	the	the	DET
aiti-8909	261	18	free	free	ADJ
aiti-8909	261	19	vibration	vibration	NOUN
aiti-8909	261	20	of	of	ADP
aiti-8909	261	21	a	a	DET
aiti-8909	261	22	laminated	laminate	VERB
aiti-8909	261	23	composite	composite	ADJ
aiti-8909	261	24	rectangular	rectangular	ADJ
aiti-8909	261	25	plate	plate	NOUN
aiti-8909	261	26	with	with	ADP
aiti-8909	261	27	holes	hole	NOUN
aiti-8909	261	28	in	in	ADP
aiti-8909	261	29	aerospace	aerospace	NOUN
aiti-8909	261	30	applications	application	NOUN
aiti-8909	261	31	,	,	PUNCT
aiti-8909	261	32	”	"	PUNCT
aiti-8909	261	33	composite	composite	ADJ
aiti-8909	261	34	structures	structure	NOUN
aiti-8909	261	35	.	.	PUNCT
aiti-8909	262	1	vol	vol	NOUN
aiti-8909	262	2	.	.	PROPN
aiti-8909	262	3	251	251	NUM
aiti-8909	262	4	,	,	PUNCT
aiti-8909	262	5	112571	112571	NUM
aiti-8909	262	6	,	,	PUNCT
aiti-8909	262	7	november	november	PROPN
aiti-8909	262	8	2020	2020	NUM
aiti-8909	262	9	.	.	PUNCT
aiti-8909	263	1	[	[	X
aiti-8909	263	2	3	3	X
aiti-8909	263	3	]	]	X
aiti-8909	263	4	b.	b.	PROPN
aiti-8909	263	5	aidi	aidi	PROPN
aiti-8909	263	6	,	,	PUNCT
aiti-8909	263	7	m.	m.	NOUN
aiti-8909	263	8	shaat	shaat	PROPN
aiti-8909	263	9	,	,	PUNCT
aiti-8909	263	10	a.	a.	NOUN
aiti-8909	263	11	abdelkefi	abdelkefi	PROPN
aiti-8909	263	12	,	,	PUNCT
aiti-8909	263	13	and	and	CCONJ
aiti-8909	263	14	s.	s.	PROPN
aiti-8909	263	15	w.	w.	PROPN
aiti-8909	263	16	case	case	PROPN
aiti-8909	263	17	,	,	PUNCT
aiti-8909	263	18	“	"	PUNCT
aiti-8909	263	19	free	free	ADJ
aiti-8909	263	20	vibration	vibration	NOUN
aiti-8909	263	21	analysis	analysis	NOUN
aiti-8909	263	22	of	of	ADP
aiti-8909	263	23	cantilever	cantilever	NOUN
aiti-8909	263	24	open	open	ADJ
aiti-8909	263	25	-	-	PUNCT
aiti-8909	263	26	hole	hole	NOUN
aiti-8909	263	27	composite	composite	ADJ
aiti-8909	263	28	plates	plate	NOUN
aiti-8909	263	29	,	,	PUNCT
aiti-8909	263	30	”	"	PUNCT
aiti-8909	263	31	meccanica	meccanica	PROPN
aiti-8909	263	32	,	,	PUNCT
aiti-8909	263	33	vol	vol	NOUN
aiti-8909	263	34	.	.	PROPN
aiti-8909	264	1	52	52	NUM
aiti-8909	264	2	,	,	PUNCT
aiti-8909	264	3	no	no	INTJ
aiti-8909	264	4	.	.	NOUN
aiti-8909	264	5	11	11	NUM
aiti-8909	264	6	-	-	SYM
aiti-8909	264	7	12	12	NUM
aiti-8909	264	8	,	,	PUNCT
aiti-8909	264	9	pp	pp	ADJ
aiti-8909	264	10	.	.	PUNCT
aiti-8909	265	1	2819	2819	NUM
aiti-8909	265	2	-	-	SYM
aiti-8909	265	3	2836	2836	NUM
aiti-8909	265	4	,	,	PUNCT
aiti-8909	265	5	september	september	PROPN
aiti-8909	265	6	2017	2017	NUM
aiti-8909	265	7	.	.	PUNCT
aiti-8909	266	1	[	[	X
aiti-8909	266	2	4	4	NUM
aiti-8909	266	3	]	]	PUNCT
aiti-8909	266	4	a.	a.	NOUN
aiti-8909	266	5	baltaci	baltaci	NOUN
aiti-8909	266	6	,	,	PUNCT
aiti-8909	266	7	m.	m.	NOUN
aiti-8909	266	8	sarikanat	sarikanat	PROPN
aiti-8909	266	9	,	,	PUNCT
aiti-8909	266	10	and	and	CCONJ
aiti-8909	266	11	h.	h.	PROPN
aiti-8909	266	12	yildiz	yildiz	PROPN
aiti-8909	266	13	,	,	PUNCT
aiti-8909	266	14	“	"	PUNCT
aiti-8909	266	15	static	static	ADJ
aiti-8909	266	16	stability	stability	NOUN
aiti-8909	266	17	of	of	ADP
aiti-8909	266	18	laminated	laminated	ADJ
aiti-8909	266	19	composite	composite	ADJ
aiti-8909	266	20	circular	circular	ADJ
aiti-8909	266	21	plates	plate	NOUN
aiti-8909	266	22	with	with	ADP
aiti-8909	266	23	holes	hole	NOUN
aiti-8909	266	24	using	use	VERB
aiti-8909	266	25	shear	shear	ADJ
aiti-8909	266	26	deformation	deformation	NOUN
aiti-8909	266	27	theory	theory	NOUN
aiti-8909	266	28	,	,	PUNCT
aiti-8909	266	29	”	"	PUNCT
aiti-8909	266	30	finite	finite	ADJ
aiti-8909	266	31	elements	element	NOUN
aiti-8909	266	32	in	in	ADP
aiti-8909	266	33	analysis	analysis	NOUN
aiti-8909	266	34	and	and	CCONJ
aiti-8909	266	35	design	design	NOUN
aiti-8909	266	36	,	,	PUNCT
aiti-8909	266	37	vol	vol	NOUN
aiti-8909	266	38	.	.	PROPN
aiti-8909	266	39	43	43	NUM
aiti-8909	266	40	,	,	PUNCT
aiti-8909	266	41	no	no	INTJ
aiti-8909	266	42	.	.	NOUN
aiti-8909	266	43	11	11	NUM
aiti-8909	266	44	-	-	SYM
aiti-8909	266	45	12	12	NUM
aiti-8909	266	46	,	,	PUNCT
aiti-8909	266	47	pp	pp	ADJ
aiti-8909	266	48	.	.	PUNCT
aiti-8909	267	1	839	839	NUM
aiti-8909	267	2	-	-	SYM
aiti-8909	267	3	846	846	NUM
aiti-8909	267	4	,	,	PUNCT
aiti-8909	267	5	august	august	PROPN
aiti-8909	267	6	2007	2007	NUM
aiti-8909	267	7	.	.	PUNCT
aiti-8909	268	1	[	[	X
aiti-8909	268	2	5	5	X
aiti-8909	268	3	]	]	PUNCT
aiti-8909	268	4	t.	t.	PROPN
aiti-8909	268	5	k.	k.	PROPN
aiti-8909	268	6	paul	paul	PROPN
aiti-8909	268	7	and	and	CCONJ
aiti-8909	268	8	k.	k.	PROPN
aiti-8909	268	9	m.	m.	PROPN
aiti-8909	268	10	rao	rao	PROPN
aiti-8909	268	11	,	,	PUNCT
aiti-8909	268	12	“	"	PUNCT
aiti-8909	268	13	finite	finite	PROPN
aiti-8909	268	14	element	element	NOUN
aiti-8909	268	15	stress	stress	NOUN
aiti-8909	268	16	analysis	analysis	NOUN
aiti-8909	268	17	of	of	ADP
aiti-8909	268	18	laminated	laminated	ADJ
aiti-8909	268	19	composite	composite	ADJ
aiti-8909	268	20	plates	plate	NOUN
aiti-8909	268	21	containing	contain	VERB
aiti-8909	268	22	two	two	NUM
aiti-8909	268	23	circular	circular	ADJ
aiti-8909	268	24	holes	hole	NOUN
aiti-8909	268	25	under	under	ADP
aiti-8909	268	26	transverse	transverse	NOUN
aiti-8909	268	27	loading	loading	NOUN
aiti-8909	268	28	,	,	PUNCT
aiti-8909	268	29	”	"	PUNCT
aiti-8909	268	30	computers	computer	NOUN
aiti-8909	268	31	and	and	CCONJ
aiti-8909	268	32	structures	structure	NOUN
aiti-8909	268	33	,	,	PUNCT
aiti-8909	268	34	vol	vol	NOUN
aiti-8909	268	35	.	.	PROPN
aiti-8909	269	1	54	54	NUM
aiti-8909	269	2	,	,	PUNCT
aiti-8909	269	3	no	no	INTJ
aiti-8909	269	4	.	.	NOUN
aiti-8909	269	5	4	4	NUM
aiti-8909	269	6	,	,	PUNCT
aiti-8909	269	7	pp	pp	ADJ
aiti-8909	269	8	.	.	PUNCT
aiti-8909	270	1	671	671	NUM
aiti-8909	270	2	-	-	SYM
aiti-8909	270	3	677	677	NUM
aiti-8909	270	4	,	,	PUNCT
aiti-8909	270	5	february	february	PROPN
aiti-8909	270	6	1995	1995	NUM
aiti-8909	270	7	.	.	PUNCT
aiti-8909	271	1	[	[	X
aiti-8909	271	2	6	6	NUM
aiti-8909	271	3	]	]	PUNCT
aiti-8909	271	4	w.	w.	PROPN
aiti-8909	271	5	zhen	zhen	PROPN
aiti-8909	271	6	and	and	CCONJ
aiti-8909	271	7	c.	c.	PROPN
aiti-8909	271	8	wanji	wanji	PROPN
aiti-8909	271	9	,	,	PUNCT
aiti-8909	271	10	“	"	PUNCT
aiti-8909	271	11	stress	stress	VERB
aiti-8909	271	12	analysis	analysis	NOUN
aiti-8909	271	13	of	of	ADP
aiti-8909	271	14	laminated	laminated	ADJ
aiti-8909	271	15	composite	composite	ADJ
aiti-8909	271	16	plates	plate	NOUN
aiti-8909	271	17	with	with	ADP
aiti-8909	271	18	a	a	DET
aiti-8909	271	19	circular	circular	ADJ
aiti-8909	271	20	hole	hole	NOUN
aiti-8909	271	21	according	accord	VERB
aiti-8909	271	22	to	to	ADP
aiti-8909	271	23	a	a	DET
aiti-8909	271	24	single	single	ADJ
aiti-8909	271	25	-	-	PUNCT
aiti-8909	271	26	layer	layer	NOUN
aiti-8909	271	27	higher	high	ADJ
aiti-8909	271	28	-	-	PUNCT
aiti-8909	271	29	order	order	NOUN
aiti-8909	271	30	model	model	NOUN
aiti-8909	271	31	,	,	PUNCT
aiti-8909	271	32	”	"	PUNCT
aiti-8909	271	33	composite	composite	ADJ
aiti-8909	271	34	structures	structure	NOUN
aiti-8909	271	35	,	,	PUNCT
aiti-8909	271	36	vol	vol	NOUN
aiti-8909	271	37	.	.	PROPN
aiti-8909	272	1	90	90	NUM
aiti-8909	272	2	,	,	PUNCT
aiti-8909	272	3	no	no	INTJ
aiti-8909	272	4	.	.	NOUN
aiti-8909	272	5	2	2	NUM
aiti-8909	272	6	,	,	PUNCT
aiti-8909	272	7	pp	pp	ADJ
aiti-8909	272	8	.	.	PUNCT
aiti-8909	273	1	122	122	NUM
aiti-8909	273	2	-	-	SYM
aiti-8909	273	3	129	129	NUM
aiti-8909	273	4	,	,	PUNCT
aiti-8909	273	5	september	september	PROPN
aiti-8909	273	6	2009	2009	NUM
aiti-8909	273	7	.	.	PUNCT
aiti-8909	274	1	[	[	X
aiti-8909	274	2	7	7	X
aiti-8909	274	3	]	]	X
aiti-8909	274	4	e.	e.	PROPN
aiti-8909	274	5	gungor	gungor	PROPN
aiti-8909	274	6	and	and	CCONJ
aiti-8909	274	7	o.	o.	PROPN
aiti-8909	274	8	talman	talman	PROPN
aiti-8909	274	9	,	,	PUNCT
aiti-8909	274	10	“	"	PUNCT
aiti-8909	274	11	the	the	DET
aiti-8909	274	12	effects	effect	NOUN
aiti-8909	274	13	of	of	ADP
aiti-8909	274	14	circular	circular	ADJ
aiti-8909	274	15	cutout	cutout	NOUN
aiti-8909	274	16	on	on	ADP
aiti-8909	274	17	buckling	buckle	VERB
aiti-8909	274	18	analysis	analysis	NOUN
aiti-8909	274	19	of	of	ADP
aiti-8909	274	20	laminated	laminated	ADJ
aiti-8909	274	21	composite	composite	ADJ
aiti-8909	274	22	plates	plate	NOUN
aiti-8909	274	23	using	use	VERB
aiti-8909	274	24	fem	fem	NOUN
aiti-8909	274	25	,	,	PUNCT
aiti-8909	274	26	”	"	PUNCT
aiti-8909	274	27	proc	proc	NOUN
aiti-8909	274	28	.	.	PUNCT
aiti-8909	274	29	of	of	ADP
aiti-8909	274	30	the	the	DET
aiti-8909	274	31	american	american	ADJ
aiti-8909	274	32	society	society	NOUN
aiti-8909	274	33	for	for	ADP
aiti-8909	274	34	composites	composite	NOUN
aiti-8909	274	35	:	:	PUNCT
aiti-8909	274	36	34th	34th	ADJ
aiti-8909	274	37	technical	technical	ADJ
aiti-8909	274	38	conference	conference	NOUN
aiti-8909	274	39	,	,	PUNCT
aiti-8909	274	40	pp	pp	ADP
aiti-8909	274	41	.	.	PUNCT
aiti-8909	275	1	173	173	NUM
aiti-8909	275	2	-	-	SYM
aiti-8909	275	3	179	179	NUM
aiti-8909	275	4	,	,	PUNCT
aiti-8909	275	5	september	september	PROPN
aiti-8909	275	6	2019	2019	NUM
aiti-8909	275	7	.	.	PUNCT
aiti-8909	276	1	[	[	X
aiti-8909	276	2	8	8	NUM
aiti-8909	276	3	]	]	PUNCT
aiti-8909	276	4	m.	m.	NOUN
aiti-8909	276	5	a.	a.	PROPN
aiti-8909	276	6	komur	komur	PROPN
aiti-8909	276	7	,	,	PUNCT
aiti-8909	276	8	f.	f.	PROPN
aiti-8909	276	9	sen	sen	PROPN
aiti-8909	276	10	,	,	PUNCT
aiti-8909	276	11	a.	a.	NOUN
aiti-8909	276	12	ataş	ataş	ADJ
aiti-8909	276	13	,	,	PUNCT
aiti-8909	276	14	and	and	CCONJ
aiti-8909	276	15	n.	n.	PROPN
aiti-8909	276	16	arslan	arslan	PROPN
aiti-8909	276	17	,	,	PUNCT
aiti-8909	276	18	“	"	PUNCT
aiti-8909	276	19	buckling	buckle	VERB
aiti-8909	276	20	analysis	analysis	NOUN
aiti-8909	276	21	of	of	ADP
aiti-8909	276	22	laminated	laminated	ADJ
aiti-8909	276	23	composite	composite	ADJ
aiti-8909	276	24	plates	plate	NOUN
aiti-8909	276	25	with	with	ADP
aiti-8909	276	26	an	an	DET
aiti-8909	276	27	elliptical	elliptical	ADJ
aiti-8909	276	28	/	/	SYM
aiti-8909	276	29	circular	circular	ADJ
aiti-8909	276	30	cutout	cutout	NOUN
aiti-8909	276	31	using	use	VERB
aiti-8909	276	32	fem	fem	NOUN
aiti-8909	276	33	,	,	PUNCT
aiti-8909	276	34	”	"	PUNCT
aiti-8909	276	35	advances	advance	NOUN
aiti-8909	276	36	in	in	ADP
aiti-8909	276	37	engineering	engineering	NOUN
aiti-8909	276	38	software	software	NOUN
aiti-8909	276	39	,	,	PUNCT
aiti-8909	276	40	vol	vol	NOUN
aiti-8909	276	41	.	.	PROPN
aiti-8909	276	42	41	41	NUM
aiti-8909	276	43	,	,	PUNCT
aiti-8909	276	44	no	no	INTJ
aiti-8909	276	45	.	.	NOUN
aiti-8909	276	46	2	2	NUM
aiti-8909	276	47	,	,	PUNCT
aiti-8909	276	48	pp	pp	ADJ
aiti-8909	276	49	.	.	PUNCT
aiti-8909	277	1	161	161	NUM
aiti-8909	277	2	-	-	SYM
aiti-8909	277	3	164	164	NUM
aiti-8909	277	4	,	,	PUNCT
aiti-8909	277	5	february	february	PROPN
aiti-8909	277	6	2010	2010	NUM
aiti-8909	277	7	.	.	PUNCT
aiti-8909	278	1	[	[	X
aiti-8909	278	2	9	9	NUM
aiti-8909	278	3	]	]	PUNCT
aiti-8909	278	4	a.	a.	NOUN
aiti-8909	278	5	l.	l.	PROPN
aiti-8909	278	6	narayana	narayana	PROPN
aiti-8909	278	7	,	,	PUNCT
aiti-8909	278	8	k.	k.	PROPN
aiti-8909	278	9	rao	rao	PROPN
aiti-8909	278	10	,	,	PUNCT
aiti-8909	278	11	and	and	CCONJ
aiti-8909	278	12	r.	r.	PROPN
aiti-8909	278	13	v.	v.	PROPN
aiti-8909	278	14	kumar	kumar	PROPN
aiti-8909	278	15	,	,	PUNCT
aiti-8909	278	16	“	"	PUNCT
aiti-8909	278	17	buckling	buckle	VERB
aiti-8909	278	18	analysis	analysis	NOUN
aiti-8909	278	19	of	of	ADP
aiti-8909	278	20	rectangular	rectangular	ADJ
aiti-8909	278	21	composite	composite	ADJ
aiti-8909	278	22	plates	plate	NOUN
aiti-8909	278	23	with	with	ADP
aiti-8909	278	24	rectangular	rectangular	ADJ
aiti-8909	278	25	cutout	cutout	NOUN
aiti-8909	278	26	subjected	subject	VERB
aiti-8909	278	27	to	to	ADP
aiti-8909	278	28	linearly	linearly	ADV
aiti-8909	278	29	varying	vary	VERB
aiti-8909	278	30	in	in	ADP
aiti-8909	278	31	-	-	PUNCT
aiti-8909	278	32	plane	plane	NOUN
aiti-8909	278	33	loading	loading	NOUN
aiti-8909	278	34	using	use	VERB
aiti-8909	278	35	fem	fem	NOUN
aiti-8909	278	36	,	,	PUNCT
aiti-8909	278	37	”	"	PUNCT
aiti-8909	278	38	sadhana	sadhana	NOUN
aiti-8909	278	39	,	,	PUNCT
aiti-8909	278	40	vol	vol	NOUN
aiti-8909	278	41	.	.	PROPN
aiti-8909	278	42	39	39	NUM
aiti-8909	278	43	,	,	PUNCT
aiti-8909	278	44	no	no	INTJ
aiti-8909	278	45	.	.	NOUN
aiti-8909	278	46	3	3	NUM
aiti-8909	278	47	,	,	PUNCT
aiti-8909	278	48	pp	pp	ADJ
aiti-8909	278	49	.	.	PUNCT
aiti-8909	279	1	583	583	NUM
aiti-8909	279	2	-	-	SYM
aiti-8909	279	3	596	596	NUM
aiti-8909	279	4	,	,	PUNCT
aiti-8909	279	5	june	june	PROPN
aiti-8909	279	6	2014	2014	NUM
aiti-8909	279	7	.	.	PUNCT
aiti-8909	280	1	[	[	X
aiti-8909	280	2	10	10	NUM
aiti-8909	280	3	]	]	X
aiti-8909	280	4	q.	q.	PROPN
aiti-8909	280	5	h.	h.	PROPN
aiti-8909	280	6	pham	pham	PROPN
aiti-8909	280	7	,	,	PUNCT
aiti-8909	280	8	p.	p.	PROPN
aiti-8909	280	9	c.	c.	PROPN
aiti-8909	280	10	nguyen	nguyen	PROPN
aiti-8909	280	11	,	,	PUNCT
aiti-8909	280	12	v.	v.	PROPN
aiti-8909	280	13	k.	k.	PROPN
aiti-8909	280	14	tran	tran	PROPN
aiti-8909	280	15	,	,	PUNCT
aiti-8909	280	16	and	and	CCONJ
aiti-8909	280	17	t.	t.	PROPN
aiti-8909	280	18	nguyen	nguyen	NOUN
aiti-8909	280	19	-	-	PUNCT
aiti-8909	280	20	thoi	thoi	NOUN
aiti-8909	280	21	,	,	PUNCT
aiti-8909	280	22	“	"	PUNCT
aiti-8909	280	23	isogeometric	isogeometric	ADJ
aiti-8909	280	24	analysis	analysis	NOUN
aiti-8909	280	25	for	for	ADP
aiti-8909	280	26	free	free	ADJ
aiti-8909	280	27	vibration	vibration	NOUN
aiti-8909	280	28	of	of	ADP
aiti-8909	280	29	bidirectional	bidirectional	NOUN
aiti-8909	280	30	functionally	functionally	ADV
aiti-8909	280	31	graded	grade	VERB
aiti-8909	280	32	plates	plate	NOUN
aiti-8909	280	33	in	in	ADP
aiti-8909	280	34	the	the	DET
aiti-8909	280	35	fluid	fluid	ADJ
aiti-8909	280	36	medium	medium	NOUN
aiti-8909	280	37	,	,	PUNCT
aiti-8909	280	38	”	"	PUNCT
aiti-8909	280	39	defence	defence	NOUN
aiti-8909	280	40	technology	technology	NOUN
aiti-8909	280	41	,	,	PUNCT
aiti-8909	280	42	in	in	ADP
aiti-8909	280	43	press	press	NOUN
aiti-8909	280	44	.	.	PUNCT
aiti-8909	281	1	[	[	X
aiti-8909	281	2	11	11	NUM
aiti-8909	281	3	]	]	PUNCT
aiti-8909	281	4	q.	q.	PROPN
aiti-8909	281	5	h.	h.	PROPN
aiti-8909	281	6	pham	pham	PROPN
aiti-8909	281	7	,	,	PUNCT
aiti-8909	281	8	t.	t.	PROPN
aiti-8909	281	9	t.	t.	PROPN
aiti-8909	281	10	tran	tran	PROPN
aiti-8909	281	11	,	,	PUNCT
aiti-8909	281	12	v.	v.	PROPN
aiti-8909	281	13	k.	k.	PROPN
aiti-8909	281	14	tran	tran	PROPN
aiti-8909	281	15	,	,	PUNCT
aiti-8909	281	16	p.	p.	PROPN
aiti-8909	281	17	c.	c.	PROPN
aiti-8909	281	18	nguyen	nguyen	PROPN
aiti-8909	281	19	,	,	PUNCT
aiti-8909	281	20	t.	t.	PROPN
aiti-8909	281	21	nguyen	nguyen	NOUN
aiti-8909	281	22	-	-	PUNCT
aiti-8909	281	23	thoi	thoi	NOUN
aiti-8909	281	24	,	,	PUNCT
aiti-8909	281	25	and	and	CCONJ
aiti-8909	281	26	a.	a.	NOUN
aiti-8909	281	27	m.	m.	NOUN
aiti-8909	281	28	zenkour	zenkour	PROPN
aiti-8909	281	29	,	,	PUNCT
aiti-8909	281	30	“	"	PUNCT
aiti-8909	281	31	bending	bend	VERB
aiti-8909	281	32	and	and	CCONJ
aiti-8909	281	33	hygro	hygro	NOUN
aiti-8909	281	34	-	-	PUNCT
aiti-8909	281	35	thermo	thermo	NOUN
aiti-8909	281	36	-	-	PUNCT
aiti-8909	281	37	mechanical	mechanical	ADJ
aiti-8909	281	38	vibration	vibration	NOUN
aiti-8909	281	39	analysis	analysis	NOUN
aiti-8909	281	40	of	of	ADP
aiti-8909	281	41	a	a	DET
aiti-8909	281	42	functionally	functionally	ADV
aiti-8909	281	43	graded	grade	VERB
aiti-8909	281	44	porous	porous	ADJ
aiti-8909	281	45	sandwich	sandwich	NOUN
aiti-8909	281	46	nanoshell	nanoshell	NOUN
aiti-8909	281	47	resting	rest	VERB
aiti-8909	281	48	on	on	ADP
aiti-8909	281	49	elastic	elastic	ADJ
aiti-8909	281	50	foundation	foundation	NOUN
aiti-8909	281	51	,	,	PUNCT
aiti-8909	281	52	”	"	PUNCT
aiti-8909	281	53	mechanics	mechanic	NOUN
aiti-8909	281	54	of	of	ADP
aiti-8909	281	55	advanced	advanced	ADJ
aiti-8909	281	56	materials	material	NOUN
aiti-8909	281	57	and	and	CCONJ
aiti-8909	281	58	structures	structure	NOUN
aiti-8909	281	59	,	,	PUNCT
aiti-8909	281	60	in	in	ADP
aiti-8909	281	61	press	press	NOUN
aiti-8909	281	62	.	.	PUNCT
aiti-8909	282	1	[	[	X
aiti-8909	282	2	12	12	NUM
aiti-8909	282	3	]	]	PUNCT
aiti-8909	282	4	q.	q.	PROPN
aiti-8909	282	5	h.	h.	PROPN
aiti-8909	282	6	pham	pham	PROPN
aiti-8909	282	7	,	,	PUNCT
aiti-8909	282	8	v.	v.	PROPN
aiti-8909	282	9	k.	k.	PROPN
aiti-8909	282	10	tran	tran	PROPN
aiti-8909	282	11	,	,	PUNCT
aiti-8909	282	12	t.	t.	PROPN
aiti-8909	282	13	t.	t.	PROPN
aiti-8909	282	14	tran	tran	PROPN
aiti-8909	282	15	,	,	PUNCT
aiti-8909	282	16	t.	t.	PROPN
aiti-8909	282	17	nguyen	nguyen	NOUN
aiti-8909	282	18	-	-	PUNCT
aiti-8909	282	19	thoi	thoi	NOUN
aiti-8909	282	20	,	,	PUNCT
aiti-8909	282	21	p.	p.	NOUN
aiti-8909	282	22	c.	c.	PROPN
aiti-8909	282	23	nguyen	nguyen	PROPN
aiti-8909	282	24	,	,	PUNCT
aiti-8909	282	25	and	and	CCONJ
aiti-8909	282	26	v.	v.	ADP
aiti-8909	282	27	dong	dong	PROPN
aiti-8909	282	28	,	,	PUNCT
aiti-8909	282	29	“	"	PUNCT
aiti-8909	282	30	a	a	DET
aiti-8909	282	31	nonlocal	nonlocal	ADJ
aiti-8909	282	32	quasi-3d	quasi-3d	NOUN
aiti-8909	282	33	theory	theory	NOUN
aiti-8909	282	34	for	for	ADP
aiti-8909	282	35	thermal	thermal	ADJ
aiti-8909	282	36	free	free	ADJ
aiti-8909	282	37	vibration	vibration	NOUN
aiti-8909	282	38	analysis	analysis	NOUN
aiti-8909	282	39	of	of	ADP
aiti-8909	282	40	functionally	functionally	ADV
aiti-8909	282	41	graded	grade	VERB
aiti-8909	282	42	material	material	NOUN
aiti-8909	282	43	nanoplates	nanoplate	NOUN
aiti-8909	282	44	resting	rest	VERB
aiti-8909	282	45	on	on	ADP
aiti-8909	282	46	elastic	elastic	ADJ
aiti-8909	282	47	foundation	foundation	NOUN
aiti-8909	282	48	,	,	PUNCT
aiti-8909	282	49	”	"	PUNCT
aiti-8909	282	50	case	case	NOUN
aiti-8909	282	51	studies	study	NOUN
aiti-8909	282	52	in	in	ADP
aiti-8909	282	53	thermal	thermal	ADJ
aiti-8909	282	54	engineering	engineering	NOUN
aiti-8909	282	55	,	,	PUNCT
aiti-8909	282	56	vol	vol	NOUN
aiti-8909	282	57	.	.	PROPN
aiti-8909	282	58	26	26	NUM
aiti-8909	282	59	,	,	PUNCT
aiti-8909	282	60	101170	101170	NUM
aiti-8909	282	61	,	,	PUNCT
aiti-8909	282	62	august	august	PROPN
aiti-8909	282	63	2021	2021	NUM
aiti-8909	282	64	.	.	PUNCT
aiti-8909	283	1	[	[	X
aiti-8909	283	2	13	13	NUM
aiti-8909	283	3	]	]	PUNCT
aiti-8909	283	4	q.	q.	PROPN
aiti-8909	283	5	h.	h.	PROPN
aiti-8909	283	6	pham	pham	PROPN
aiti-8909	283	7	,	,	PUNCT
aiti-8909	283	8	t.	t.	PROPN
aiti-8909	283	9	t.	t.	PROPN
aiti-8909	283	10	tran	tran	PROPN
aiti-8909	283	11	,	,	PUNCT
aiti-8909	283	12	v.	v.	PROPN
aiti-8909	283	13	k.tran	k.tran	PROPN
aiti-8909	283	14	,	,	PUNCT
aiti-8909	283	15	p.	p.	PROPN
aiti-8909	283	16	c.	c.	PROPN
aiti-8909	283	17	nguyen	nguyen	PROPN
aiti-8909	283	18	,	,	PUNCT
aiti-8909	283	19	and	and	CCONJ
aiti-8909	283	20	t.	t.	PROPN
aiti-8909	283	21	nguyen	nguyen	PROPN
aiti-8909	283	22	-	-	PUNCT
aiti-8909	283	23	tho	tho	PROPN
aiti-8909	283	24	,	,	PUNCT
aiti-8909	283	25	“	"	PUNCT
aiti-8909	283	26	free	free	ADJ
aiti-8909	283	27	vibration	vibration	NOUN
aiti-8909	283	28	of	of	ADP
aiti-8909	283	29	functionally	functionally	ADV
aiti-8909	283	30	graded	grade	VERB
aiti-8909	283	31	porous	porous	ADJ
aiti-8909	283	32	non	non	ADJ
aiti-8909	283	33	-	-	ADJ
aiti-8909	283	34	uniform	uniform	ADJ
aiti-8909	283	35	thickness	thickness	NOUN
aiti-8909	283	36	annular	annular	ADJ
aiti-8909	283	37	-	-	PUNCT
aiti-8909	283	38	nanoplates	nanoplate	NOUN
aiti-8909	283	39	resting	rest	VERB
aiti-8909	283	40	on	on	ADP
aiti-8909	283	41	elastic	elastic	ADJ
aiti-8909	283	42	foundation	foundation	NOUN
aiti-8909	283	43	using	use	VERB
aiti-8909	283	44	es	es	VERB
aiti-8909	283	45	-	-	PUNCT
aiti-8909	283	46	mitc3	mitc3	ADJ
aiti-8909	283	47	element	element	NOUN
aiti-8909	283	48	,	,	PUNCT
aiti-8909	283	49	”	"	PUNCT
aiti-8909	283	50	alexandria	alexandria	PROPN
aiti-8909	283	51	engineering	engineering	PROPN
aiti-8909	283	52	journal	journal	PROPN
aiti-8909	283	53	,	,	PUNCT
aiti-8909	283	54	in	in	ADP
aiti-8909	283	55	press	press	NOUN
aiti-8909	283	56	.	.	PUNCT
aiti-8909	284	1	[	[	X
aiti-8909	284	2	14	14	NUM
aiti-8909	284	3	]	]	X
aiti-8909	284	4	p.	p.	NOUN
aiti-8909	284	5	c.	c.	PROPN
aiti-8909	284	6	nguyen	nguyen	PROPN
aiti-8909	284	7	,	,	PUNCT
aiti-8909	284	8	q.	q.	PROPN
aiti-8909	284	9	h.	h.	PROPN
aiti-8909	284	10	pham	pham	PROPN
aiti-8909	284	11	,	,	PUNCT
aiti-8909	284	12	t.	t.	PROPN
aiti-8909	284	13	t.	t.	PROPN
aiti-8909	284	14	tran	tran	PROPN
aiti-8909	284	15	,	,	PUNCT
aiti-8909	284	16	and	and	CCONJ
aiti-8909	284	17	t.	t.	PROPN
aiti-8909	284	18	nguyen	nguyen	NOUN
aiti-8909	284	19	-	-	PUNCT
aiti-8909	284	20	thoi	thoi	NOUN
aiti-8909	284	21	,	,	PUNCT
aiti-8909	284	22	“	"	PUNCT
aiti-8909	284	23	effects	effect	NOUN
aiti-8909	284	24	of	of	ADP
aiti-8909	284	25	partially	partially	ADV
aiti-8909	284	26	supported	support	VERB
aiti-8909	284	27	elastic	elastic	ADJ
aiti-8909	284	28	foundation	foundation	NOUN
aiti-8909	284	29	on	on	ADP
aiti-8909	284	30	free	free	ADJ
aiti-8909	284	31	vibration	vibration	NOUN
aiti-8909	284	32	of	of	ADP
aiti-8909	284	33	fgp	fgp	ADJ
aiti-8909	284	34	plates	plate	NOUN
aiti-8909	284	35	using	use	VERB
aiti-8909	284	36	es	es	VERB
aiti-8909	284	37	-	-	PUNCT
aiti-8909	284	38	mitc3	mitc3	ADJ
aiti-8909	284	39	elements	element	NOUN
aiti-8909	284	40	,	,	PUNCT
aiti-8909	284	41	”	"	PUNCT
aiti-8909	284	42	ain	ain	PROPN
aiti-8909	284	43	shams	sham	NOUN
aiti-8909	284	44	engineering	engineering	NOUN
aiti-8909	284	45	journal	journal	NOUN
aiti-8909	284	46	,	,	PUNCT
aiti-8909	284	47	in	in	ADP
aiti-8909	284	48	press	press	NOUN
aiti-8909	284	49	.	.	PUNCT
aiti-8909	285	1	[	[	X
aiti-8909	285	2	15	15	NUM
aiti-8909	285	3	]	]	X
aiti-8909	285	4	p.	p.	PROPN
aiti-8909	285	5	rai	rai	PROPN
aiti-8909	285	6	,	,	PUNCT
aiti-8909	285	7	“	"	PUNCT
aiti-8909	285	8	non	non	ADJ
aiti-8909	285	9	-	-	ADJ
aiti-8909	285	10	linear	linear	ADJ
aiti-8909	285	11	finite	finite	ADJ
aiti-8909	285	12	element	element	NOUN
aiti-8909	285	13	analysis	analysis	NOUN
aiti-8909	285	14	of	of	ADP
aiti-8909	285	15	rc	rc	PROPN
aiti-8909	285	16	deep	deep	ADJ
aiti-8909	285	17	beam	beam	NOUN
aiti-8909	285	18	using	use	VERB
aiti-8909	285	19	cdp	cdp	NOUN
aiti-8909	285	20	model	model	NOUN
aiti-8909	285	21	,	,	PUNCT
aiti-8909	285	22	”	"	PUNCT
aiti-8909	285	23	advances	advance	NOUN
aiti-8909	285	24	in	in	ADP
aiti-8909	285	25	technology	technology	NOUN
aiti-8909	285	26	innovation	innovation	NOUN
aiti-8909	285	27	,	,	PUNCT
aiti-8909	285	28	vol	vol	NOUN
aiti-8909	285	29	.	.	PROPN
aiti-8909	286	1	6	6	NUM
aiti-8909	286	2	,	,	PUNCT
aiti-8909	286	3	no	no	INTJ
aiti-8909	286	4	.	.	NOUN
aiti-8909	286	5	1	1	NUM
aiti-8909	286	6	,	,	PUNCT
aiti-8909	286	7	pp	pp	ADJ
aiti-8909	286	8	.	.	PUNCT
aiti-8909	287	1	1	1	NUM
aiti-8909	287	2	-	-	SYM
aiti-8909	287	3	10	10	NUM
aiti-8909	287	4	,	,	PUNCT
aiti-8909	287	5	january	january	NOUN
aiti-8909	287	6	2021	2021	NUM
aiti-8909	287	7	.	.	PUNCT
aiti-8909	288	1	[	[	X
aiti-8909	288	2	16	16	NUM
aiti-8909	288	3	]	]	PUNCT
aiti-8909	288	4	p.	p.	NOUN
aiti-8909	288	5	c.	c.	PROPN
aiti-8909	288	6	nguyen	nguyen	PROPN
aiti-8909	288	7	,	,	PUNCT
aiti-8909	288	8	t.	t.	PROPN
aiti-8909	288	9	n.	n.	PROPN
aiti-8909	288	10	van	van	PROPN
aiti-8909	288	11	,	,	PUNCT
aiti-8909	288	12	and	and	CCONJ
aiti-8909	288	13	h.	h.	PROPN
aiti-8909	288	14	t.	t.	PROPN
aiti-8909	288	15	duy	duy	PROPN
aiti-8909	288	16	,	,	PUNCT
aiti-8909	288	17	“	"	PUNCT
aiti-8909	288	18	stochastic	stochastic	ADJ
aiti-8909	288	19	free	free	ADJ
aiti-8909	288	20	vibration	vibration	NOUN
aiti-8909	288	21	analysis	analysis	NOUN
aiti-8909	288	22	of	of	ADP
aiti-8909	288	23	beam	beam	NOUN
aiti-8909	288	24	on	on	ADP
aiti-8909	288	25	elastic	elastic	ADJ
aiti-8909	288	26	foundation	foundation	NOUN
aiti-8909	288	27	with	with	ADP
aiti-8909	288	28	the	the	DET
aiti-8909	288	29	random	random	ADJ
aiti-8909	288	30	field	field	NOUN
aiti-8909	288	31	of	of	ADP
aiti-8909	288	32	young	young	ADJ
aiti-8909	288	33	’s	’s	PART
aiti-8909	288	34	modulus	modulus	NOUN
aiti-8909	288	35	using	use	VERB
aiti-8909	288	36	finite	finite	ADJ
aiti-8909	288	37	element	element	NOUN
aiti-8909	288	38	method	method	NOUN
aiti-8909	288	39	and	and	CCONJ
aiti-8909	288	40	monte	monte	PROPN
aiti-8909	288	41	carlo	carlo	PROPN
aiti-8909	288	42	simulation	simulation	PROPN
aiti-8909	288	43	,	,	PUNCT
aiti-8909	288	44	”	"	PUNCT
aiti-8909	288	45	6th	6th	ADJ
aiti-8909	288	46	international	international	ADJ
aiti-8909	288	47	conference	conference	NOUN
aiti-8909	288	48	on	on	ADP
aiti-8909	288	49	geotechnics	geotechnic	NOUN
aiti-8909	288	50	,	,	PUNCT
aiti-8909	288	51	civil	civil	ADJ
aiti-8909	288	52	engineering	engineering	NOUN
aiti-8909	288	53	,	,	PUNCT
aiti-8909	288	54	and	and	CCONJ
aiti-8909	288	55	structures	structure	NOUN
aiti-8909	288	56	,	,	PUNCT
aiti-8909	288	57	pp	pp	ADV
aiti-8909	288	58	.	.	PUNCT
aiti-8909	289	1	499	499	NUM
aiti-8909	289	2	-	-	SYM
aiti-8909	289	3	506	506	NUM
aiti-8909	289	4	,	,	PUNCT
aiti-8909	289	5	october	october	PROPN
aiti-8909	289	6	2021	2021	NUM
aiti-8909	289	7	.	.	PUNCT
aiti-8909	290	1	[	[	X
aiti-8909	290	2	17	17	NUM
aiti-8909	290	3	]	]	X
aiti-8909	290	4	q.	q.	PROPN
aiti-8909	290	5	h.	h.	PROPN
aiti-8909	290	6	pham	pham	PROPN
aiti-8909	290	7	,	,	PUNCT
aiti-8909	290	8	p.	p.	PROPN
aiti-8909	290	9	c.	c.	PROPN
aiti-8909	290	10	nguyen	nguyen	PROPN
aiti-8909	290	11	,	,	PUNCT
aiti-8909	290	12	v.	v.	PROPN
aiti-8909	290	13	k.	k.	PROPN
aiti-8909	290	14	tran	tran	PROPN
aiti-8909	290	15	,	,	PUNCT
aiti-8909	290	16	and	and	CCONJ
aiti-8909	290	17	t.	t.	PROPN
aiti-8909	290	18	nguyen	nguyen	NOUN
aiti-8909	290	19	-	-	PUNCT
aiti-8909	290	20	thoi	thoi	NOUN
aiti-8909	290	21	,	,	PUNCT
aiti-8909	290	22	“	"	PUNCT
aiti-8909	290	23	finite	finite	ADJ
aiti-8909	290	24	element	element	NOUN
aiti-8909	290	25	analysis	analysis	NOUN
aiti-8909	290	26	for	for	ADP
aiti-8909	290	27	functionally	functionally	ADV
aiti-8909	290	28	graded	grade	VERB
aiti-8909	290	29	porous	porous	ADJ
aiti-8909	290	30	nano	nano	NOUN
aiti-8909	290	31	-	-	PUNCT
aiti-8909	290	32	plates	plate	NOUN
aiti-8909	290	33	resting	rest	VERB
aiti-8909	290	34	on	on	ADP
aiti-8909	290	35	elastic	elastic	ADJ
aiti-8909	290	36	foundation	foundation	NOUN
aiti-8909	290	37	,	,	PUNCT
aiti-8909	290	38	”	"	PUNCT
aiti-8909	290	39	steel	steel	NOUN
aiti-8909	290	40	and	and	CCONJ
aiti-8909	290	41	composite	composite	ADJ
aiti-8909	290	42	structures	structure	NOUN
aiti-8909	290	43	,	,	PUNCT
aiti-8909	290	44	vol	vol	NOUN
aiti-8909	290	45	.	.	PROPN
aiti-8909	290	46	41	41	NUM
aiti-8909	290	47	,	,	PUNCT
aiti-8909	290	48	no	no	INTJ
aiti-8909	290	49	.	.	NOUN
aiti-8909	290	50	2	2	NUM
aiti-8909	290	51	,	,	PUNCT
aiti-8909	290	52	pp	pp	ADJ
aiti-8909	290	53	.	.	PUNCT
aiti-8909	291	1	149	149	NUM
aiti-8909	291	2	-	-	SYM
aiti-8909	291	3	166	166	NUM
aiti-8909	291	4	,	,	PUNCT
aiti-8909	291	5	october	october	PROPN
aiti-8909	291	6	2021	2021	NUM
aiti-8909	291	7	.	.	PUNCT
aiti-8909	292	1	[	[	X
aiti-8909	292	2	18	18	NUM
aiti-8909	292	3	]	]	X
aiti-8909	292	4	d.	d.	PROPN
aiti-8909	292	5	m.	m.	PROPN
aiti-8909	292	6	amafabia	amafabia	PROPN
aiti-8909	292	7	,	,	PUNCT
aiti-8909	292	8	d.	d.	PROPN
aiti-8909	292	9	montalvão	montalvão	PROPN
aiti-8909	292	10	,	,	PUNCT
aiti-8909	292	11	o.	o.	PROPN
aiti-8909	292	12	david	david	PROPN
aiti-8909	292	13	-	-	PUNCT
aiti-8909	292	14	west	west	PROPN
aiti-8909	292	15	,	,	PUNCT
aiti-8909	292	16	and	and	CCONJ
aiti-8909	292	17	g.	g.	PROPN
aiti-8909	292	18	haritos	haritos	PROPN
aiti-8909	292	19	,	,	PUNCT
aiti-8909	292	20	“	"	PUNCT
aiti-8909	292	21	a	a	DET
aiti-8909	292	22	review	review	NOUN
aiti-8909	292	23	of	of	ADP
aiti-8909	292	24	structural	structural	ADJ
aiti-8909	292	25	health	health	NOUN
aiti-8909	292	26	monitoring	monitoring	NOUN
aiti-8909	292	27	techniques	technique	NOUN
aiti-8909	292	28	as	as	SCONJ
aiti-8909	292	29	applied	apply	VERB
aiti-8909	292	30	to	to	ADP
aiti-8909	292	31	composite	composite	ADJ
aiti-8909	292	32	structures	structure	NOUN
aiti-8909	292	33	,	,	PUNCT
aiti-8909	292	34	”	"	PUNCT
aiti-8909	292	35	structural	structural	ADJ
aiti-8909	292	36	durability	durability	NOUN
aiti-8909	292	37	and	and	CCONJ
aiti-8909	292	38	health	health	NOUN
aiti-8909	292	39	monitoring	monitoring	NOUN
aiti-8909	292	40	,	,	PUNCT
aiti-8909	292	41	vol	vol	NOUN
aiti-8909	292	42	.	.	PROPN
aiti-8909	292	43	11	11	NUM
aiti-8909	292	44	,	,	PUNCT
aiti-8909	292	45	no	no	INTJ
aiti-8909	292	46	.	.	NOUN
aiti-8909	292	47	2	2	NUM
aiti-8909	292	48	,	,	PUNCT
aiti-8909	292	49	pp	pp	ADJ
aiti-8909	292	50	.	.	PUNCT
aiti-8909	293	1	91	91	NUM
aiti-8909	293	2	-	-	SYM
aiti-8909	293	3	147	147	NUM
aiti-8909	293	4	,	,	PUNCT
aiti-8909	293	5	february	february	PROPN
aiti-8909	293	6	2017	2017	NUM
aiti-8909	293	7	.	.	PUNCT
aiti-8909	294	1	[	[	X
aiti-8909	294	2	19	19	NUM
aiti-8909	294	3	]	]	X
aiti-8909	294	4	d.	d.	PROPN
aiti-8909	294	5	chakraborty	chakraborty	PROPN
aiti-8909	294	6	,	,	PUNCT
aiti-8909	294	7	“	"	PUNCT
aiti-8909	294	8	artificial	artificial	ADJ
aiti-8909	294	9	neural	neural	ADJ
aiti-8909	294	10	network	network	NOUN
aiti-8909	294	11	based	base	VERB
aiti-8909	294	12	delamination	delamination	NOUN
aiti-8909	294	13	prediction	prediction	NOUN
aiti-8909	294	14	in	in	ADP
aiti-8909	294	15	laminated	laminated	ADJ
aiti-8909	294	16	composites	composite	NOUN
aiti-8909	294	17	,	,	PUNCT
aiti-8909	294	18	”	"	PUNCT
aiti-8909	294	19	materials	material	NOUN
aiti-8909	294	20	and	and	CCONJ
aiti-8909	294	21	design	design	NOUN
aiti-8909	294	22	,	,	PUNCT
aiti-8909	294	23	vol	vol	NOUN
aiti-8909	294	24	.	.	PROPN
aiti-8909	294	25	26	26	NUM
aiti-8909	294	26	,	,	PUNCT
aiti-8909	294	27	no	no	INTJ
aiti-8909	294	28	.	.	NOUN
aiti-8909	294	29	1	1	NUM
aiti-8909	294	30	,	,	PUNCT
aiti-8909	294	31	pp	pp	ADJ
aiti-8909	294	32	.	.	PUNCT
aiti-8909	295	1	1	1	NUM
aiti-8909	295	2	-	-	SYM
aiti-8909	295	3	7	7	NUM
aiti-8909	295	4	,	,	PUNCT
aiti-8909	295	5	february	february	NOUN
aiti-8909	295	6	2005	2005	NUM
aiti-8909	295	7	.	.	PUNCT
aiti-8909	296	1	[	[	X
aiti-8909	296	2	20	20	NUM
aiti-8909	296	3	]	]	PUNCT
aiti-8909	296	4	a.	a.	PROPN
aiti-8909	296	5	khan	khan	PROPN
aiti-8909	296	6	,	,	PUNCT
aiti-8909	296	7	d.	d.	PROPN
aiti-8909	296	8	k.	k.	PROPN
aiti-8909	296	9	ko	ko	PROPN
aiti-8909	296	10	,	,	PUNCT
aiti-8909	296	11	s.	s.	PROPN
aiti-8909	296	12	c.	c.	PROPN
aiti-8909	296	13	lim	lim	PROPN
aiti-8909	296	14	,	,	PUNCT
aiti-8909	296	15	and	and	CCONJ
aiti-8909	296	16	h.	h.	PROPN
aiti-8909	296	17	s.	s.	PROPN
aiti-8909	296	18	kim	kim	PROPN
aiti-8909	296	19	,	,	PUNCT
aiti-8909	296	20	“	"	PUNCT
aiti-8909	296	21	structural	structural	ADJ
aiti-8909	296	22	vibration	vibration	NOUN
aiti-8909	296	23	-	-	PUNCT
aiti-8909	296	24	based	base	VERB
aiti-8909	296	25	classification	classification	NOUN
aiti-8909	296	26	and	and	CCONJ
aiti-8909	296	27	prediction	prediction	NOUN
aiti-8909	296	28	of	of	ADP
aiti-8909	296	29	delamination	delamination	NOUN
aiti-8909	296	30	in	in	ADP
aiti-8909	296	31	smart	smart	ADJ
aiti-8909	296	32	composite	composite	ADJ
aiti-8909	296	33	laminates	laminate	NOUN
aiti-8909	296	34	using	use	VERB
aiti-8909	296	35	deep	deep	ADJ
aiti-8909	296	36	learning	learn	VERB
aiti-8909	296	37	neural	neural	ADJ
aiti-8909	296	38	network	network	NOUN
aiti-8909	296	39	,	,	PUNCT
aiti-8909	296	40	”	"	PUNCT
aiti-8909	296	41	composites	composite	VERB
aiti-8909	296	42	part	part	NOUN
aiti-8909	296	43	b	b	NOUN
aiti-8909	296	44	:	:	PUNCT
aiti-8909	296	45	engineering	engineering	NOUN
aiti-8909	296	46	,	,	PUNCT
aiti-8909	296	47	vol	vol	NOUN
aiti-8909	296	48	.	.	PROPN
aiti-8909	296	49	161	161	NUM
aiti-8909	296	50	,	,	PUNCT
aiti-8909	296	51	pp	pp	ADJ
aiti-8909	296	52	.	.	PUNCT
aiti-8909	297	1	586	586	NUM
aiti-8909	297	2	-	-	SYM
aiti-8909	297	3	594	594	NUM
aiti-8909	297	4	,	,	PUNCT
aiti-8909	297	5	march	march	PROPN
aiti-8909	297	6	2019	2019	NUM
aiti-8909	297	7	.	.	PUNCT
aiti-8909	298	1	[	[	X
aiti-8909	298	2	21	21	NUM
aiti-8909	298	3	]	]	X
aiti-8909	298	4	s.	s.	PROPN
aiti-8909	298	5	khatir	khatir	PROPN
aiti-8909	298	6	,	,	PUNCT
aiti-8909	298	7	d.	d.	PROPN
aiti-8909	298	8	boutchicha	boutchicha	PROPN
aiti-8909	298	9	,	,	PUNCT
aiti-8909	298	10	c.	c.	PROPN
aiti-8909	298	11	le	le	PROPN
aiti-8909	298	12	thanh	thanh	PROPN
aiti-8909	298	13	,	,	PUNCT
aiti-8909	298	14	h.	h.	PROPN
aiti-8909	298	15	tran	tran	PROPN
aiti-8909	298	16	-	-	PUNCT
aiti-8909	298	17	ngoc	ngoc	PROPN
aiti-8909	298	18	,	,	PUNCT
aiti-8909	298	19	t.	t.	PROPN
aiti-8909	298	20	n.	n.	PROPN
aiti-8909	298	21	nguyen	nguyen	PROPN
aiti-8909	298	22	,	,	PUNCT
aiti-8909	298	23	and	and	CCONJ
aiti-8909	298	24	m.	m.	PROPN
aiti-8909	298	25	abdel	abdel	PROPN
aiti-8909	298	26	-	-	PUNCT
aiti-8909	298	27	wahab	wahab	PROPN
aiti-8909	298	28	,	,	PUNCT
aiti-8909	298	29	“	"	PUNCT
aiti-8909	298	30	improved	improve	VERB
aiti-8909	298	31	ann	ann	NOUN
aiti-8909	298	32	technique	technique	NOUN
aiti-8909	298	33	combined	combine	VERB
aiti-8909	298	34	with	with	ADP
aiti-8909	298	35	jaya	jaya	PROPN
aiti-8909	298	36	algorithm	algorithm	NOUN
aiti-8909	298	37	for	for	ADP
aiti-8909	298	38	crack	crack	NOUN
aiti-8909	298	39	identification	identification	NOUN
aiti-8909	298	40	in	in	ADP
aiti-8909	298	41	plates	plate	NOUN
aiti-8909	298	42	using	use	VERB
aiti-8909	298	43	xiga	xiga	ADJ
aiti-8909	298	44	and	and	CCONJ
aiti-8909	298	45	experimental	experimental	ADJ
aiti-8909	298	46	analysis	analysis	NOUN
aiti-8909	298	47	,	,	PUNCT
aiti-8909	298	48	”	"	PUNCT
aiti-8909	298	49	theoretical	theoretical	ADJ
aiti-8909	298	50	and	and	CCONJ
aiti-8909	298	51	applied	apply	VERB
aiti-8909	298	52	fracture	fracture	NOUN
aiti-8909	298	53	mechanics	mechanic	NOUN
aiti-8909	298	54	,	,	PUNCT
aiti-8909	298	55	vol	vol	NOUN
aiti-8909	298	56	.	.	PUNCT
aiti-8909	298	57	107	107	NUM
aiti-8909	298	58	,	,	PUNCT
aiti-8909	298	59	102554	102554	NUM
aiti-8909	298	60	,	,	PUNCT
aiti-8909	298	61	june	june	PROPN
aiti-8909	298	62	2020	2020	NUM
aiti-8909	298	63	.	.	PUNCT
aiti-8909	299	1	[	[	X
aiti-8909	299	2	22	22	NUM
aiti-8909	299	3	]	]	PUNCT
aiti-8909	299	4	p.	p.	NOUN
aiti-8909	299	5	gayathri	gayathri	PROPN
aiti-8909	299	6	,	,	PUNCT
aiti-8909	299	7	k.	k.	PROPN
aiti-8909	299	8	umesh	umesh	PROPN
aiti-8909	299	9	,	,	PUNCT
aiti-8909	299	10	and	and	CCONJ
aiti-8909	299	11	r.	r.	PROPN
aiti-8909	299	12	ganguli	ganguli	PROPN
aiti-8909	299	13	,	,	PUNCT
aiti-8909	299	14	“	"	PUNCT
aiti-8909	299	15	effect	effect	NOUN
aiti-8909	299	16	of	of	ADP
aiti-8909	299	17	matrix	matrix	NOUN
aiti-8909	299	18	cracking	cracking	NOUN
aiti-8909	299	19	and	and	CCONJ
aiti-8909	299	20	material	material	ADJ
aiti-8909	299	21	uncertainty	uncertainty	NOUN
aiti-8909	299	22	on	on	ADP
aiti-8909	299	23	composite	composite	ADJ
aiti-8909	299	24	plates	plate	NOUN
aiti-8909	299	25	,	,	PUNCT
aiti-8909	299	26	”	"	PUNCT
aiti-8909	299	27	reliability	reliability	NOUN
aiti-8909	299	28	engineering	engineering	NOUN
aiti-8909	299	29	and	and	CCONJ
aiti-8909	299	30	system	system	NOUN
aiti-8909	299	31	safety	safety	NOUN
aiti-8909	299	32	,	,	PUNCT
aiti-8909	299	33	vol	vol	NOUN
aiti-8909	299	34	.	.	PROPN
aiti-8909	299	35	95	95	NUM
aiti-8909	299	36	,	,	PUNCT
aiti-8909	299	37	no	no	INTJ
aiti-8909	299	38	.	.	NOUN
aiti-8909	299	39	7	7	NUM
aiti-8909	299	40	,	,	PUNCT
aiti-8909	299	41	pp	pp	ADJ
aiti-8909	299	42	.	.	PUNCT
aiti-8909	300	1	716	716	NUM
aiti-8909	300	2	-	-	SYM
aiti-8909	300	3	728	728	NUM
aiti-8909	300	4	,	,	PUNCT
aiti-8909	300	5	july	july	PROPN
aiti-8909	300	6	2010	2010	NUM
aiti-8909	300	7	.	.	PUNCT
aiti-8909	301	1	[	[	X
aiti-8909	301	2	23	23	NUM
aiti-8909	301	3	]	]	PUNCT
aiti-8909	301	4	k.	k.	PROPN
aiti-8909	301	5	sivakumar	sivakumar	PROPN
aiti-8909	301	6	,	,	PUNCT
aiti-8909	301	7	n.	n.	PROPN
aiti-8909	301	8	g.	g.	PROPN
aiti-8909	301	9	r.	r.	PROPN
aiti-8909	301	10	iyengar	iyengar	PROPN
aiti-8909	301	11	,	,	PUNCT
aiti-8909	301	12	and	and	CCONJ
aiti-8909	301	13	k.	k.	PROPN
aiti-8909	301	14	deb	deb	PROPN
aiti-8909	301	15	,	,	PUNCT
aiti-8909	301	16	“	"	PUNCT
aiti-8909	301	17	free	free	ADJ
aiti-8909	301	18	vibration	vibration	NOUN
aiti-8909	301	19	of	of	ADP
aiti-8909	301	20	laminated	laminated	ADJ
aiti-8909	301	21	composite	composite	ADJ
aiti-8909	301	22	plates	plate	NOUN
aiti-8909	301	23	with	with	ADP
aiti-8909	301	24	cutout	cutout	NOUN
aiti-8909	301	25	,	,	PUNCT
aiti-8909	301	26	”	"	PUNCT
aiti-8909	301	27	journal	journal	NOUN
aiti-8909	301	28	of	of	ADP
aiti-8909	301	29	sound	sound	NOUN
aiti-8909	301	30	and	and	CCONJ
aiti-8909	301	31	vibration	vibration	NOUN
aiti-8909	301	32	,	,	PUNCT
aiti-8909	301	33	vol	vol	NOUN
aiti-8909	301	34	.	.	NOUN
aiti-8909	301	35	221	221	NUM
aiti-8909	301	36	,	,	PUNCT
aiti-8909	301	37	no	no	INTJ
aiti-8909	301	38	.	.	NOUN
aiti-8909	301	39	3	3	NUM
aiti-8909	301	40	,	,	PUNCT
aiti-8909	301	41	pp	pp	ADJ
aiti-8909	301	42	.	.	PUNCT
aiti-8909	302	1	443	443	NUM
aiti-8909	302	2	-	-	SYM
aiti-8909	302	3	470	470	NUM
aiti-8909	302	4	,	,	PUNCT
aiti-8909	302	5	april	april	PROPN
aiti-8909	302	6	1999	1999	NUM
aiti-8909	302	7	.	.	PUNCT
aiti-8909	303	1	[	[	X
aiti-8909	303	2	24	24	NUM
aiti-8909	303	3	]	]	X
aiti-8909	303	4	h.	h.	PROPN
aiti-8909	303	5	r.	r.	PROPN
aiti-8909	303	6	ovesy	ovesy	PROPN
aiti-8909	303	7	and	and	CCONJ
aiti-8909	303	8	j.	j.	PROPN
aiti-8909	303	9	fazilati	fazilati	PROPN
aiti-8909	303	10	,	,	PUNCT
aiti-8909	303	11	“	"	PUNCT
aiti-8909	303	12	buckling	buckle	VERB
aiti-8909	303	13	and	and	CCONJ
aiti-8909	303	14	free	free	ADJ
aiti-8909	303	15	vibration	vibration	NOUN
aiti-8909	303	16	finite	finite	NOUN
aiti-8909	303	17	strip	strip	NOUN
aiti-8909	303	18	analysis	analysis	NOUN
aiti-8909	303	19	of	of	ADP
aiti-8909	303	20	composite	composite	ADJ
aiti-8909	303	21	plates	plate	NOUN
aiti-8909	303	22	with	with	ADP
aiti-8909	303	23	cutout	cutout	NOUN
aiti-8909	303	24	based	base	VERB
aiti-8909	303	25	on	on	ADP
aiti-8909	303	26	two	two	NUM
aiti-8909	303	27	different	different	ADJ
aiti-8909	303	28	modeling	modeling	NOUN
aiti-8909	303	29	approaches	approach	NOUN
aiti-8909	303	30	,	,	PUNCT
aiti-8909	303	31	”	"	PUNCT
aiti-8909	303	32	composite	composite	ADJ
aiti-8909	303	33	structures	structure	NOUN
aiti-8909	303	34	,	,	PUNCT
aiti-8909	303	35	vol	vol	NOUN
aiti-8909	303	36	.	.	PROPN
aiti-8909	304	1	94	94	NUM
aiti-8909	304	2	,	,	PUNCT
aiti-8909	304	3	no	no	INTJ
aiti-8909	304	4	.	.	NOUN
aiti-8909	304	5	3	3	NUM
aiti-8909	304	6	,	,	PUNCT
aiti-8909	304	7	pp	pp	ADJ
aiti-8909	304	8	.	.	PUNCT
aiti-8909	305	1	1250	1250	NUM
aiti-8909	305	2	-	-	SYM
aiti-8909	305	3	1258	1258	NUM
aiti-8909	305	4	,	,	PUNCT
aiti-8909	305	5	february	february	NOUN
aiti-8909	305	6	2012	2012	NUM
aiti-8909	305	7	.	.	PUNCT
aiti-8909	306	1	[	[	X
aiti-8909	306	2	25	25	NUM
aiti-8909	306	3	]	]	PUNCT
aiti-8909	306	4	a.	a.	NOUN
aiti-8909	306	5	venkatachari	venkatachari	PROPN
aiti-8909	306	6	,	,	PUNCT
aiti-8909	306	7	s.	s.	PROPN
aiti-8909	306	8	natarajan	natarajan	PROPN
aiti-8909	306	9	,	,	PUNCT
aiti-8909	306	10	m.	m.	NOUN
aiti-8909	306	11	haboussi	haboussi	PROPN
aiti-8909	306	12	,	,	PUNCT
aiti-8909	306	13	and	and	CCONJ
aiti-8909	306	14	m.	m.	NOUN
aiti-8909	306	15	ganapathi	ganapathi	NOUN
aiti-8909	306	16	,	,	PUNCT
aiti-8909	306	17	“	"	PUNCT
aiti-8909	306	18	environmental	environmental	ADJ
aiti-8909	306	19	effects	effect	NOUN
aiti-8909	306	20	on	on	ADP
aiti-8909	306	21	the	the	DET
aiti-8909	306	22	free	free	ADJ
aiti-8909	306	23	vibration	vibration	NOUN
aiti-8909	306	24	of	of	ADP
aiti-8909	306	25	curvilinear	curvilinear	ADJ
aiti-8909	306	26	fibre	fibre	NOUN
aiti-8909	306	27	composite	composite	ADJ
aiti-8909	306	28	laminates	laminate	NOUN
aiti-8909	306	29	with	with	ADP
aiti-8909	306	30	cutouts	cutout	NOUN
aiti-8909	306	31	,	,	PUNCT
aiti-8909	306	32	”	"	PUNCT
aiti-8909	306	33	composites	composite	VERB
aiti-8909	306	34	part	part	NOUN
aiti-8909	306	35	b	b	NOUN
aiti-8909	306	36	:	:	PUNCT
aiti-8909	306	37	engineering	engineering	NOUN
aiti-8909	306	38	,	,	PUNCT
aiti-8909	306	39	vol	vol	NOUN
aiti-8909	306	40	.	.	PROPN
aiti-8909	306	41	88	88	NUM
aiti-8909	306	42	,	,	PUNCT
aiti-8909	306	43	pp	pp	ADJ
aiti-8909	306	44	.	.	PUNCT
aiti-8909	307	1	131	131	NUM
aiti-8909	307	2	-	-	SYM
aiti-8909	307	3	138	138	NUM
aiti-8909	307	4	,	,	PUNCT
aiti-8909	307	5	march	march	PROPN
aiti-8909	307	6	2016	2016	NUM
aiti-8909	307	7	.	.	PUNCT
aiti-8909	308	1	141	141	NUM
aiti-8909	308	2	advances	advance	NOUN
aiti-8909	308	3	in	in	ADP
aiti-8909	308	4	technology	technology	NOUN
aiti-8909	308	5	innovation	innovation	NOUN
aiti-8909	308	6	,	,	PUNCT
aiti-8909	308	7	vol	vol	NOUN
aiti-8909	308	8	.	.	PROPN
aiti-8909	308	9	7	7	NUM
aiti-8909	308	10	,	,	PUNCT
aiti-8909	308	11	no	no	INTJ
aiti-8909	308	12	.	.	NOUN
aiti-8909	308	13	2	2	NUM
aiti-8909	308	14	,	,	PUNCT
aiti-8909	308	15	2022	2022	NUM
aiti-8909	308	16	,	,	PUNCT
aiti-8909	308	17	pp	pp	ADJ
aiti-8909	308	18	.	.	PUNCT
aiti-8909	309	1	131	131	NUM
aiti-8909	309	2	-	-	SYM
aiti-8909	309	3	142	142	NUM
aiti-8909	310	1	[	[	X
aiti-8909	310	2	26	26	NUM
aiti-8909	310	3	]	]	PUNCT
aiti-8909	310	4	t.	t.	PROPN
aiti-8909	310	5	t.	t.	PROPN
aiti-8909	310	6	truong	truong	PROPN
aiti-8909	310	7	,	,	PUNCT
aiti-8909	310	8	s.	s.	PROPN
aiti-8909	310	9	lee	lee	PROPN
aiti-8909	310	10	,	,	PUNCT
aiti-8909	310	11	and	and	CCONJ
aiti-8909	310	12	j.	j.	PROPN
aiti-8909	310	13	lee	lee	PROPN
aiti-8909	310	14	,	,	PUNCT
aiti-8909	310	15	“	"	PUNCT
aiti-8909	310	16	an	an	DET
aiti-8909	310	17	artificial	artificial	ADJ
aiti-8909	310	18	neural	neural	ADJ
aiti-8909	310	19	network	network	NOUN
aiti-8909	310	20	-	-	PUNCT
aiti-8909	310	21	differential	differential	NOUN
aiti-8909	310	22	evolution	evolution	NOUN
aiti-8909	310	23	approach	approach	NOUN
aiti-8909	310	24	for	for	ADP
aiti-8909	310	25	optimization	optimization	NOUN
aiti-8909	310	26	of	of	ADP
aiti-8909	310	27	bidirectional	bidirectional	NOUN
aiti-8909	310	28	functionally	functionally	ADV
aiti-8909	310	29	graded	grade	VERB
aiti-8909	310	30	beams	beam	NOUN
aiti-8909	310	31	,	,	PUNCT
aiti-8909	310	32	”	"	PUNCT
aiti-8909	310	33	composite	composite	ADJ
aiti-8909	310	34	structures	structure	NOUN
aiti-8909	310	35	,	,	PUNCT
aiti-8909	310	36	vol	vol	NOUN
aiti-8909	310	37	.	.	PROPN
aiti-8909	310	38	223	223	NUM
aiti-8909	310	39	,	,	PUNCT
aiti-8909	310	40	111517	111517	NUM
aiti-8909	310	41	,	,	PUNCT
aiti-8909	310	42	february	february	NOUN
aiti-8909	310	43	2020	2020	NUM
aiti-8909	310	44	.	.	PUNCT
aiti-8909	311	1	[	[	X
aiti-8909	311	2	27	27	NUM
aiti-8909	311	3	]	]	X
aiti-8909	311	4	s.	s.	PROPN
aiti-8909	311	5	yildirim	yildirim	PROPN
aiti-8909	311	6	,	,	PUNCT
aiti-8909	311	7	“	"	PUNCT
aiti-8909	311	8	free	free	ADJ
aiti-8909	311	9	vibration	vibration	NOUN
aiti-8909	311	10	of	of	ADP
aiti-8909	311	11	axially	axially	ADV
aiti-8909	311	12	or	or	CCONJ
aiti-8909	311	13	transversely	transversely	ADV
aiti-8909	311	14	graded	grade	VERB
aiti-8909	311	15	beams	beam	NOUN
aiti-8909	311	16	using	use	VERB
aiti-8909	311	17	finite	finite	ADJ
aiti-8909	311	18	-	-	ADJ
aiti-8909	311	19	element	element	ADJ
aiti-8909	311	20	and	and	CCONJ
aiti-8909	311	21	artificial	artificial	ADJ
aiti-8909	311	22	intelligence	intelligence	NOUN
aiti-8909	311	23	,	,	PUNCT
aiti-8909	311	24	”	"	PUNCT
aiti-8909	311	25	alexandria	alexandria	PROPN
aiti-8909	311	26	engineering	engineering	PROPN
aiti-8909	311	27	journal	journal	PROPN
aiti-8909	311	28	,	,	PUNCT
aiti-8909	311	29	in	in	ADP
aiti-8909	311	30	press	press	NOUN
aiti-8909	311	31	.	.	PUNCT
aiti-8909	312	1	[	[	X
aiti-8909	312	2	28	28	NUM
aiti-8909	312	3	]	]	PUNCT
aiti-8909	312	4	a.	a.	NOUN
aiti-8909	312	5	jodaei	jodaei	PROPN
aiti-8909	312	6	,	,	PUNCT
aiti-8909	312	7	m.	m.	PROPN
aiti-8909	312	8	jalal	jalal	PROPN
aiti-8909	312	9	,	,	PUNCT
aiti-8909	312	10	and	and	CCONJ
aiti-8909	312	11	m.	m.	PROPN
aiti-8909	312	12	h.	h.	PROPN
aiti-8909	312	13	yas	yas	PROPN
aiti-8909	312	14	,	,	PUNCT
aiti-8909	312	15	“	"	PUNCT
aiti-8909	312	16	free	free	ADJ
aiti-8909	312	17	vibration	vibration	NOUN
aiti-8909	312	18	analysis	analysis	NOUN
aiti-8909	312	19	of	of	ADP
aiti-8909	312	20	functionally	functionally	ADV
aiti-8909	312	21	graded	grade	VERB
aiti-8909	312	22	annular	annular	ADJ
aiti-8909	312	23	plates	plate	NOUN
aiti-8909	312	24	by	by	ADP
aiti-8909	312	25	state	state	NOUN
aiti-8909	312	26	-	-	PUNCT
aiti-8909	312	27	space	space	NOUN
aiti-8909	312	28	based	base	VERB
aiti-8909	312	29	differential	differential	ADJ
aiti-8909	312	30	quadrature	quadrature	NOUN
aiti-8909	312	31	method	method	NOUN
aiti-8909	312	32	and	and	CCONJ
aiti-8909	312	33	comparative	comparative	ADJ
aiti-8909	312	34	modeling	modeling	NOUN
aiti-8909	312	35	by	by	ADP
aiti-8909	312	36	ann	ann	PROPN
aiti-8909	312	37	,	,	PUNCT
aiti-8909	312	38	”	"	PUNCT
aiti-8909	312	39	composites	composite	VERB
aiti-8909	312	40	part	part	NOUN
aiti-8909	312	41	b	b	NOUN
aiti-8909	312	42	:	:	PUNCT
aiti-8909	312	43	engineering	engineering	NOUN
aiti-8909	312	44	,	,	PUNCT
aiti-8909	312	45	vol	vol	NOUN
aiti-8909	312	46	.	.	PROPN
aiti-8909	312	47	43	43	NUM
aiti-8909	312	48	,	,	PUNCT
aiti-8909	312	49	no	no	INTJ
aiti-8909	312	50	.	.	NOUN
aiti-8909	312	51	2	2	NUM
aiti-8909	312	52	,	,	PUNCT
aiti-8909	312	53	pp	pp	ADJ
aiti-8909	312	54	.	.	PUNCT
aiti-8909	313	1	340	340	NUM
aiti-8909	313	2	-	-	SYM
aiti-8909	313	3	353	353	NUM
aiti-8909	313	4	,	,	PUNCT
aiti-8909	313	5	march	march	PROPN
aiti-8909	313	6	2012	2012	NUM
aiti-8909	313	7	.	.	PUNCT
aiti-8909	314	1	[	[	X
aiti-8909	314	2	29	29	NUM
aiti-8909	314	3	]	]	PUNCT
aiti-8909	314	4	t.	t.	PROPN
aiti-8909	314	5	t.	t.	PROPN
aiti-8909	314	6	tran	tran	PROPN
aiti-8909	314	7	,	,	PUNCT
aiti-8909	314	8	p.	p.	PROPN
aiti-8909	314	9	c.	c.	PROPN
aiti-8909	314	10	nguyen	nguyen	PROPN
aiti-8909	314	11	,	,	PUNCT
aiti-8909	314	12	and	and	CCONJ
aiti-8909	314	13	q.	q.	PROPN
aiti-8909	314	14	h.	h.	PROPN
aiti-8909	314	15	pham	pham	PROPN
aiti-8909	314	16	,	,	PUNCT
aiti-8909	314	17	“	"	PUNCT
aiti-8909	314	18	vibration	vibration	NOUN
aiti-8909	314	19	analysis	analysis	NOUN
aiti-8909	314	20	of	of	ADP
aiti-8909	314	21	fgm	fgm	PROPN
aiti-8909	314	22	plates	plate	NOUN
aiti-8909	314	23	in	in	ADP
aiti-8909	314	24	thermal	thermal	ADJ
aiti-8909	314	25	environment	environment	NOUN
aiti-8909	314	26	resting	rest	VERB
aiti-8909	314	27	on	on	ADP
aiti-8909	314	28	elastic	elastic	ADJ
aiti-8909	314	29	foundation	foundation	NOUN
aiti-8909	314	30	using	use	VERB
aiti-8909	314	31	es	es	VERB
aiti-8909	314	32	-	-	PUNCT
aiti-8909	314	33	mitc3	mitc3	ADJ
aiti-8909	314	34	element	element	NOUN
aiti-8909	314	35	and	and	CCONJ
aiti-8909	314	36	prediction	prediction	NOUN
aiti-8909	314	37	of	of	ADP
aiti-8909	314	38	ann	ann	PROPN
aiti-8909	314	39	,	,	PUNCT
aiti-8909	314	40	”	"	PUNCT
aiti-8909	314	41	case	case	NOUN
aiti-8909	314	42	studies	study	NOUN
aiti-8909	314	43	in	in	ADP
aiti-8909	314	44	thermal	thermal	ADJ
aiti-8909	314	45	engineering	engineering	NOUN
aiti-8909	314	46	,	,	PUNCT
aiti-8909	314	47	vol	vol	NOUN
aiti-8909	314	48	.	.	PROPN
aiti-8909	314	49	24	24	NUM
aiti-8909	314	50	,	,	PUNCT
aiti-8909	314	51	100852	100852	NUM
aiti-8909	314	52	,	,	PUNCT
aiti-8909	314	53	april	april	PROPN
aiti-8909	314	54	2021	2021	NUM
aiti-8909	314	55	.	.	PUNCT
aiti-8909	315	1	[	[	X
aiti-8909	315	2	30	30	NUM
aiti-8909	315	3	]	]	X
aiti-8909	315	4	m.	m.	PROPN
aiti-8909	315	5	r.	r.	PROPN
aiti-8909	315	6	s.	s.	PROPN
aiti-8909	315	7	reddy	reddy	PROPN
aiti-8909	315	8	,	,	PUNCT
aiti-8909	315	9	b.	b.	PROPN
aiti-8909	315	10	s.	s.	PROPN
aiti-8909	315	11	reddy	reddy	PROPN
aiti-8909	315	12	,	,	PUNCT
aiti-8909	315	13	v.	v.	PROPN
aiti-8909	315	14	n.	n.	PROPN
aiti-8909	315	15	reddy	reddy	PROPN
aiti-8909	315	16	,	,	PUNCT
aiti-8909	315	17	and	and	CCONJ
aiti-8909	315	18	s.	s.	PROPN
aiti-8909	315	19	sreenivasulu	sreenivasulu	VERB
aiti-8909	315	20	,	,	PUNCT
aiti-8909	315	21	“	"	PUNCT
aiti-8909	315	22	prediction	prediction	NOUN
aiti-8909	315	23	of	of	ADP
aiti-8909	315	24	natural	natural	ADJ
aiti-8909	315	25	frequency	frequency	NOUN
aiti-8909	315	26	of	of	ADP
aiti-8909	315	27	laminated	laminate	VERB
aiti-8909	315	28	composite	composite	ADJ
aiti-8909	315	29	plates	plate	NOUN
aiti-8909	315	30	using	use	VERB
aiti-8909	315	31	artificial	artificial	ADJ
aiti-8909	315	32	neural	neural	ADJ
aiti-8909	315	33	networks	network	NOUN
aiti-8909	315	34	,	,	PUNCT
aiti-8909	315	35	”	"	PUNCT
aiti-8909	315	36	engineering	engineering	NOUN
aiti-8909	315	37	,	,	PUNCT
aiti-8909	315	38	vol	vol	NOUN
aiti-8909	315	39	.	.	PROPN
aiti-8909	315	40	4	4	NUM
aiti-8909	315	41	,	,	PUNCT
aiti-8909	315	42	no	no	INTJ
aiti-8909	315	43	.	.	NOUN
aiti-8909	315	44	6	6	NUM
aiti-8909	315	45	,	,	PUNCT
aiti-8909	315	46	pp	pp	ADJ
aiti-8909	315	47	.	.	PUNCT
aiti-8909	315	48	329	329	NUM
aiti-8909	315	49	-	-	SYM
aiti-8909	315	50	337	337	NUM
aiti-8909	315	51	,	,	PUNCT
aiti-8909	315	52	2012	2012	NUM
aiti-8909	315	53	.	.	PUNCT
aiti-8909	316	1	[	[	X
aiti-8909	316	2	31	31	NUM
aiti-8909	316	3	]	]	PUNCT
aiti-8909	316	4	w.	w.	PROPN
aiti-8909	316	5	a.	a.	PROPN
aiti-8909	316	6	altabey	altabey	PROPN
aiti-8909	316	7	,	,	PUNCT
aiti-8909	316	8	“	"	PUNCT
aiti-8909	316	9	prediction	prediction	NOUN
aiti-8909	316	10	of	of	ADP
aiti-8909	316	11	natural	natural	ADJ
aiti-8909	316	12	frequency	frequency	NOUN
aiti-8909	316	13	of	of	ADP
aiti-8909	316	14	basalt	basalt	NOUN
aiti-8909	316	15	fiber	fiber	NOUN
aiti-8909	316	16	reinforced	reinforce	VERB
aiti-8909	316	17	polymer	polymer	NOUN
aiti-8909	316	18	(	(	PUNCT
aiti-8909	316	19	frp	frp	PROPN
aiti-8909	316	20	)	)	PUNCT
aiti-8909	316	21	laminated	laminate	VERB
aiti-8909	316	22	variable	variable	ADJ
aiti-8909	316	23	thickness	thickness	NOUN
aiti-8909	316	24	plates	plate	NOUN
aiti-8909	316	25	with	with	ADP
aiti-8909	316	26	intermediate	intermediate	ADJ
aiti-8909	316	27	elastic	elastic	ADJ
aiti-8909	316	28	support	support	NOUN
aiti-8909	316	29	using	use	VERB
aiti-8909	316	30	artificial	artificial	ADJ
aiti-8909	316	31	neural	neural	ADJ
aiti-8909	316	32	networks	network	NOUN
aiti-8909	316	33	(	(	PUNCT
aiti-8909	316	34	anns	anns	NOUN
aiti-8909	316	35	)	)	PUNCT
aiti-8909	316	36	method	method	NOUN
aiti-8909	316	37	,	,	PUNCT
aiti-8909	316	38	”	"	PUNCT
aiti-8909	316	39	journal	journal	NOUN
aiti-8909	316	40	of	of	ADP
aiti-8909	316	41	vibroengineering	vibroengineere	VERB
aiti-8909	316	42	,	,	PUNCT
aiti-8909	316	43	vol	vol	NOUN
aiti-8909	316	44	.	.	PROPN
aiti-8909	316	45	19	19	NUM
aiti-8909	316	46	,	,	PUNCT
aiti-8909	316	47	no	no	INTJ
aiti-8909	316	48	.	.	NOUN
aiti-8909	316	49	5	5	NUM
aiti-8909	316	50	,	,	PUNCT
aiti-8909	316	51	pp	pp	ADJ
aiti-8909	316	52	.	.	PUNCT
aiti-8909	317	1	3668	3668	NUM
aiti-8909	317	2	-	-	SYM
aiti-8909	317	3	3678	3678	NUM
aiti-8909	317	4	,	,	PUNCT
aiti-8909	317	5	august	august	PROPN
aiti-8909	317	6	2017	2017	NUM
aiti-8909	317	7	.	.	PUNCT
aiti-8909	318	1	[	[	X
aiti-8909	318	2	32	32	NUM
aiti-8909	318	3	]	]	X
aiti-8909	318	4	g.	g.	PROPN
aiti-8909	318	5	timchenko	timchenko	PROPN
aiti-8909	318	6	and	and	CCONJ
aiti-8909	318	7	a.	a.	NOUN
aiti-8909	318	8	osetrov	osetrov	PROPN
aiti-8909	318	9	,	,	PUNCT
aiti-8909	318	10	“	"	PUNCT
aiti-8909	318	11	prediction	prediction	NOUN
aiti-8909	318	12	of	of	ADP
aiti-8909	318	13	natural	natural	ADJ
aiti-8909	318	14	frequency	frequency	NOUN
aiti-8909	318	15	of	of	ADP
aiti-8909	318	16	composite	composite	ADJ
aiti-8909	318	17	plates	plate	NOUN
aiti-8909	318	18	with	with	ADP
aiti-8909	318	19	non	non	ADJ
aiti-8909	318	20	-	-	ADJ
aiti-8909	318	21	canonical	canonical	ADJ
aiti-8909	318	22	shape	shape	NOUN
aiti-8909	318	23	using	use	VERB
aiti-8909	318	24	convolutional	convolutional	ADJ
aiti-8909	318	25	neural	neural	ADJ
aiti-8909	318	26	networks	network	NOUN
aiti-8909	318	27	,	,	PUNCT
aiti-8909	318	28	”	"	PUNCT
aiti-8909	318	29	ieee	ieee	NOUN
aiti-8909	318	30	khpi	khpi	PROPN
aiti-8909	318	31	week	week	PROPN
aiti-8909	318	32	on	on	ADP
aiti-8909	318	33	advanced	advanced	ADJ
aiti-8909	318	34	technology	technology	NOUN
aiti-8909	318	35	,	,	PUNCT
aiti-8909	318	36	pp.129	pp.129	PROPN
aiti-8909	318	37	-	-	PUNCT
aiti-8909	318	38	132	132	NUM
aiti-8909	318	39	,	,	PUNCT
aiti-8909	318	40	november	november	PROPN
aiti-8909	318	41	2020	2020	NUM
aiti-8909	318	42	.	.	PUNCT
aiti-8909	319	1	[	[	X
aiti-8909	319	2	33	33	NUM
aiti-8909	319	3	]	]	X
aiti-8909	319	4	v.	v.	ADP
aiti-8909	319	5	kallannavar	kallannavar	NOUN
aiti-8909	319	6	,	,	PUNCT
aiti-8909	319	7	s.	s.	PROPN
aiti-8909	319	8	kattimani	kattimani	PROPN
aiti-8909	319	9	,	,	PUNCT
aiti-8909	319	10	m.	m.	PROPN
aiti-8909	319	11	e.	e.	PROPN
aiti-8909	319	12	m.	m.	PROPN
aiti-8909	319	13	soudagar	soudagar	PROPN
aiti-8909	319	14	,	,	PUNCT
aiti-8909	319	15	m.	m.	NOUN
aiti-8909	319	16	a.	a.	PROPN
aiti-8909	319	17	mujtaba	mujtaba	PROPN
aiti-8909	319	18	,	,	PUNCT
aiti-8909	319	19	s.	s.	PROPN
aiti-8909	319	20	alshahrani	alshahrani	PROPN
aiti-8909	319	21	,	,	PUNCT
aiti-8909	319	22	and	and	CCONJ
aiti-8909	319	23	m.	m.	NOUN
aiti-8909	319	24	imran	imran	PROPN
aiti-8909	319	25	,	,	PUNCT
aiti-8909	319	26	“	"	PUNCT
aiti-8909	319	27	neural	neural	ADJ
aiti-8909	319	28	network	network	NOUN
aiti-8909	319	29	-	-	PUNCT
aiti-8909	319	30	based	base	VERB
aiti-8909	319	31	prediction	prediction	NOUN
aiti-8909	319	32	model	model	NOUN
aiti-8909	319	33	to	to	PART
aiti-8909	319	34	investigate	investigate	VERB
aiti-8909	319	35	the	the	DET
aiti-8909	319	36	influence	influence	NOUN
aiti-8909	319	37	of	of	ADP
aiti-8909	319	38	temperature	temperature	NOUN
aiti-8909	319	39	and	and	CCONJ
aiti-8909	319	40	moisture	moisture	NOUN
aiti-8909	319	41	on	on	ADP
aiti-8909	319	42	vibration	vibration	NOUN
aiti-8909	319	43	characteristics	characteristic	NOUN
aiti-8909	319	44	of	of	ADP
aiti-8909	319	45	skew	skew	ADJ
aiti-8909	319	46	laminated	laminate	VERB
aiti-8909	319	47	composite	composite	ADJ
aiti-8909	319	48	sandwich	sandwich	NOUN
aiti-8909	319	49	plates	plate	NOUN
aiti-8909	319	50	,	,	PUNCT
aiti-8909	319	51	”	"	PUNCT
aiti-8909	319	52	materials	material	NOUN
aiti-8909	319	53	,	,	PUNCT
aiti-8909	319	54	vol	vol	NOUN
aiti-8909	319	55	.	.	PROPN
aiti-8909	319	56	14	14	NUM
aiti-8909	319	57	,	,	PUNCT
aiti-8909	319	58	no	no	INTJ
aiti-8909	319	59	.	.	NOUN
aiti-8909	319	60	12	12	NUM
aiti-8909	319	61	,	,	PUNCT
aiti-8909	319	62	3170	3170	NUM
aiti-8909	319	63	,	,	PUNCT
aiti-8909	319	64	june	june	PROPN
aiti-8909	319	65	2021	2021	NUM
aiti-8909	319	66	.	.	PUNCT
aiti-8909	320	1	[	[	X
aiti-8909	320	2	34	34	NUM
aiti-8909	320	3	]	]	X
aiti-8909	320	4	l.	l.	PROPN
aiti-8909	320	5	sinha	sinha	PROPN
aiti-8909	320	6	,	,	PUNCT
aiti-8909	320	7	d.	d.	PROPN
aiti-8909	320	8	das	das	PROPN
aiti-8909	320	9	,	,	PUNCT
aiti-8909	320	10	a.	a.	PROPN
aiti-8909	320	11	n.	n.	PROPN
aiti-8909	320	12	nayak	nayak	PROPN
aiti-8909	320	13	,	,	PUNCT
aiti-8909	320	14	and	and	CCONJ
aiti-8909	320	15	s.	s.	PROPN
aiti-8909	320	16	k.	k.	PROPN
aiti-8909	320	17	sahu	sahu	PROPN
aiti-8909	320	18	,	,	PUNCT
aiti-8909	320	19	“	"	PUNCT
aiti-8909	320	20	experimental	experimental	ADJ
aiti-8909	320	21	and	and	CCONJ
aiti-8909	320	22	numerical	numerical	ADJ
aiti-8909	320	23	study	study	NOUN
aiti-8909	320	24	on	on	ADP
aiti-8909	320	25	free	free	ADJ
aiti-8909	320	26	vibration	vibration	NOUN
aiti-8909	320	27	characteristics	characteristic	NOUN
aiti-8909	320	28	of	of	ADP
aiti-8909	320	29	laminated	laminated	ADJ
aiti-8909	320	30	composite	composite	ADJ
aiti-8909	320	31	plate	plate	NOUN
aiti-8909	320	32	with	with	ADP
aiti-8909	320	33	/	/	SYM
aiti-8909	320	34	without	without	ADP
aiti-8909	320	35	cut	cut	NOUN
aiti-8909	320	36	-	-	PUNCT
aiti-8909	320	37	out	out	NOUN
aiti-8909	320	38	,	,	PUNCT
aiti-8909	320	39	”	"	PUNCT
aiti-8909	320	40	composite	composite	ADJ
aiti-8909	320	41	structures	structure	NOUN
aiti-8909	320	42	,	,	PUNCT
aiti-8909	320	43	vol	vol	NOUN
aiti-8909	320	44	.	.	PROPN
aiti-8909	320	45	256	256	NUM
aiti-8909	320	46	,	,	PUNCT
aiti-8909	320	47	113051	113051	NUM
aiti-8909	320	48	,	,	PUNCT
aiti-8909	320	49	january	january	PROPN
aiti-8909	320	50	2021	2021	NUM
aiti-8909	320	51	.	.	PUNCT
aiti-8909	321	1	[	[	X
aiti-8909	321	2	35	35	NUM
aiti-8909	321	3	]	]	PUNCT
aiti-8909	321	4	m.	m.	NOUN
aiti-8909	321	5	t.	t.	NOUN
aiti-8909	321	6	hagan	hagan	NOUN
aiti-8909	321	7	and	and	CCONJ
aiti-8909	321	8	m.	m.	PROPN
aiti-8909	321	9	b.	b.	PROPN
aiti-8909	321	10	menhaj	menhaj	PROPN
aiti-8909	321	11	,	,	PUNCT
aiti-8909	321	12	“	"	PUNCT
aiti-8909	321	13	training	train	VERB
aiti-8909	321	14	feedforward	feedforward	NOUN
aiti-8909	321	15	networks	network	NOUN
aiti-8909	321	16	with	with	ADP
aiti-8909	321	17	the	the	DET
aiti-8909	321	18	marquardt	marquardt	PROPN
aiti-8909	321	19	algorithm	algorithm	NOUN
aiti-8909	321	20	,	,	PUNCT
aiti-8909	321	21	”	"	PUNCT
aiti-8909	321	22	ieee	ieee	NOUN
aiti-8909	321	23	transactions	transaction	NOUN
aiti-8909	321	24	on	on	ADP
aiti-8909	321	25	neural	neural	ADJ
aiti-8909	321	26	networks	network	NOUN
aiti-8909	321	27	,	,	PUNCT
aiti-8909	321	28	vol	vol	NOUN
aiti-8909	321	29	.	.	PROPN
aiti-8909	321	30	5	5	NUM
aiti-8909	321	31	,	,	PUNCT
aiti-8909	321	32	no	no	INTJ
aiti-8909	321	33	.	.	NOUN
aiti-8909	321	34	6	6	NUM
aiti-8909	321	35	,	,	PUNCT
aiti-8909	321	36	pp	pp	ADJ
aiti-8909	321	37	.	.	PUNCT
aiti-8909	321	38	989	989	NUM
aiti-8909	321	39	-	-	SYM
aiti-8909	321	40	993	993	NUM
aiti-8909	321	41	,	,	PUNCT
aiti-8909	321	42	november	november	PROPN
aiti-8909	321	43	1994	1994	NUM
aiti-8909	321	44	.	.	PUNCT
aiti-8909	322	1	[	[	X
aiti-8909	322	2	36	36	NUM
aiti-8909	322	3	]	]	X
aiti-8909	322	4	c.	c.	PROPN
aiti-8909	322	5	lv	lv	PROPN
aiti-8909	322	6	,	,	PUNCT
aiti-8909	322	7	y.	y.	PROPN
aiti-8909	322	8	xing	xing	PROPN
aiti-8909	322	9	,	,	PUNCT
aiti-8909	322	10	j.	j.	PROPN
aiti-8909	322	11	zhang	zhang	PROPN
aiti-8909	322	12	,	,	PUNCT
aiti-8909	322	13	x.	x.	NOUN
aiti-8909	322	14	na	na	PROPN
aiti-8909	322	15	,	,	PUNCT
aiti-8909	322	16	y.	y.	PROPN
aiti-8909	322	17	li	li	PROPN
aiti-8909	322	18	,	,	PUNCT
aiti-8909	322	19	t.	t.	PROPN
aiti-8909	322	20	liu	liu	PROPN
aiti-8909	322	21	,	,	PUNCT
aiti-8909	322	22	et	et	PROPN
aiti-8909	322	23	al	al	PROPN
aiti-8909	322	24	.	.	PROPN
aiti-8909	322	25	,	,	PUNCT
aiti-8909	322	26	“	"	PUNCT
aiti-8909	322	27	levenberg	levenberg	PROPN
aiti-8909	322	28	-	-	PUNCT
aiti-8909	322	29	marquardt	marquardt	PROPN
aiti-8909	322	30	backpropagation	backpropagation	NOUN
aiti-8909	322	31	training	training	NOUN
aiti-8909	322	32	of	of	ADP
aiti-8909	322	33	multilayer	multilayer	ADJ
aiti-8909	322	34	neural	neural	ADJ
aiti-8909	322	35	networks	network	NOUN
aiti-8909	322	36	for	for	ADP
aiti-8909	322	37	state	state	NOUN
aiti-8909	322	38	estimation	estimation	NOUN
aiti-8909	322	39	of	of	ADP
aiti-8909	322	40	a	a	DET
aiti-8909	322	41	safety	safety	NOUN
aiti-8909	322	42	critical	critical	ADJ
aiti-8909	322	43	cyber	cyber	ADJ
aiti-8909	322	44	-	-	PUNCT
aiti-8909	322	45	physical	physical	ADJ
aiti-8909	322	46	system	system	NOUN
aiti-8909	322	47	,	,	PUNCT
aiti-8909	322	48	”	"	PUNCT
aiti-8909	322	49	ieee	ieee	NOUN
aiti-8909	322	50	transactions	transaction	NOUN
aiti-8909	322	51	on	on	ADP
aiti-8909	322	52	industrial	industrial	ADJ
aiti-8909	322	53	informatics	informatic	NOUN
aiti-8909	322	54	,	,	PUNCT
aiti-8909	322	55	vol	vol	NOUN
aiti-8909	322	56	.	.	PROPN
aiti-8909	323	1	14	14	NUM
aiti-8909	323	2	,	,	PUNCT
aiti-8909	323	3	no	no	INTJ
aiti-8909	323	4	.	.	NOUN
aiti-8909	323	5	8	8	NUM
aiti-8909	323	6	,	,	PUNCT
aiti-8909	323	7	pp	pp	ADJ
aiti-8909	323	8	.	.	PUNCT
aiti-8909	324	1	3436	3436	NUM
aiti-8909	324	2	-	-	SYM
aiti-8909	324	3	3446	3446	NUM
aiti-8909	324	4	,	,	PUNCT
aiti-8909	324	5	august	august	PROPN
aiti-8909	324	6	2018	2018	NUM
aiti-8909	324	7	.	.	PUNCT
aiti-8909	325	1	copyright	copyright	NOUN
aiti-8909	325	2	©	©	PROPN
aiti-8909	325	3	by	by	ADP
aiti-8909	325	4	the	the	DET
aiti-8909	325	5	authors	author	NOUN
aiti-8909	325	6	.	.	PUNCT
aiti-8909	326	1	licensee	licensee	PROPN
aiti-8909	326	2	taeti	taeti	PROPN
aiti-8909	326	3	,	,	PUNCT
aiti-8909	326	4	taiwan	taiwan	PROPN
aiti-8909	326	5	.	.	PUNCT
aiti-8909	327	1	this	this	DET
aiti-8909	327	2	article	article	NOUN
aiti-8909	327	3	is	be	AUX
aiti-8909	327	4	an	an	DET
aiti-8909	327	5	open	open	ADJ
aiti-8909	327	6	access	access	NOUN
aiti-8909	327	7	article	article	NOUN
aiti-8909	327	8	distributed	distribute	VERB
aiti-8909	327	9	under	under	ADP
aiti-8909	327	10	the	the	DET
aiti-8909	327	11	terms	term	NOUN
aiti-8909	327	12	and	and	CCONJ
aiti-8909	327	13	conditions	condition	NOUN
aiti-8909	327	14	of	of	ADP
aiti-8909	327	15	the	the	DET
aiti-8909	327	16	creative	creative	ADJ
aiti-8909	327	17	commons	common	NOUN
aiti-8909	327	18	attribution	attribution	NOUN
aiti-8909	327	19	(	(	PUNCT
aiti-8909	327	20	cc	cc	NOUN
aiti-8909	327	21	by	by	ADP
aiti-8909	327	22	-	-	PUNCT
aiti-8909	327	23	nc	nc	NOUN
aiti-8909	327	24	)	)	PUNCT
aiti-8909	327	25	license	license	NOUN
aiti-8909	327	26	(	(	PUNCT
aiti-8909	327	27	https://creativecommons.org/licenses/by-nc/4.0/	https://creativecommons.org/licenses/by-nc/4.0/	NOUN
aiti-8909	327	28	)	)	PUNCT
aiti-8909	327	29	.	.	PUNCT
aiti-8909	328	1	142	142	NUM