id	sid	tid	token	lemma	pos
z316pz54657	1	1	advances	advance	NOUN
z316pz54657	1	2	in	in	ADP
z316pz54657	1	3	structural	structural	ADJ
z316pz54657	1	4	modeling	modeling	NOUN
z316pz54657	1	5	,	,	PUNCT
z316pz54657	1	6	combined	combine	VERB
z316pz54657	1	7	with	with	ADP
z316pz54657	1	8	the	the	DET
z316pz54657	1	9	growth	growth	NOUN
z316pz54657	1	10	in	in	ADP
z316pz54657	1	11	computational	computational	ADJ
z316pz54657	1	12	processing	processing	NOUN
z316pz54657	1	13	power	power	NOUN
z316pz54657	1	14	,	,	PUNCT
z316pz54657	1	15	have	have	AUX
z316pz54657	1	16	motivated	motivate	VERB
z316pz54657	1	17	the	the	DET
z316pz54657	1	18	use	use	NOUN
z316pz54657	1	19	of	of	ADP
z316pz54657	1	20	more	more	ADV
z316pz54657	1	21	accurate	accurate	ADJ
z316pz54657	2	1	but	but	CCONJ
z316pz54657	2	2	,	,	PUNCT
z316pz54657	2	3	at	at	ADP
z316pz54657	2	4	the	the	DET
z316pz54657	2	5	same	same	ADJ
z316pz54657	2	6	time	time	NOUN
z316pz54657	2	7	,	,	PUNCT
z316pz54657	2	8	more	more	ADV
z316pz54657	2	9	computationally	computationally	ADV
z316pz54657	2	10	intensive	intensive	ADJ
z316pz54657	2	11	finite	finite	NOUN
z316pz54657	2	12	element	element	NOUN
z316pz54657	2	13	models	model	NOUN
z316pz54657	2	14	(	(	PUNCT
z316pz54657	2	15	fems	fem	NOUN
z316pz54657	2	16	)	)	PUNCT
z316pz54657	2	17	for	for	ADP
z316pz54657	2	18	seismic	seismic	ADJ
z316pz54657	2	19	performance	performance	NOUN
z316pz54657	2	20	assessment	assessment	NOUN
z316pz54657	2	21	.	.	PUNCT
z316pz54657	3	1	though	though	ADV
z316pz54657	3	2	,	,	PUNCT
z316pz54657	3	3	these	these	DET
z316pz54657	3	4	models	model	NOUN
z316pz54657	3	5	can	can	AUX
z316pz54657	3	6	accurately	accurately	ADV
z316pz54657	3	7	describe	describe	VERB
z316pz54657	3	8	hysteretic	hysteretic	ADJ
z316pz54657	3	9	structural	structural	ADJ
z316pz54657	3	10	behavior	behavior	NOUN
z316pz54657	3	11	even	even	ADV
z316pz54657	3	12	for	for	ADP
z316pz54657	3	13	strong	strong	ADJ
z316pz54657	3	14	levels	level	NOUN
z316pz54657	3	15	of	of	ADP
z316pz54657	3	16	earthquake	earthquake	NOUN
z316pz54657	3	17	shaking	shake	VERB
z316pz54657	3	18	,	,	PUNCT
z316pz54657	3	19	their	their	PRON
z316pz54657	3	20	use	use	NOUN
z316pz54657	3	21	for	for	ADP
z316pz54657	3	22	seismic	seismic	ADJ
z316pz54657	3	23	risk	risk	NOUN
z316pz54657	3	24	assessment	assessment	NOUN
z316pz54657	3	25	imposes	impose	NOUN
z316pz54657	3	26	,	,	PUNCT
z316pz54657	3	27	still	still	ADV
z316pz54657	3	28	,	,	PUNCT
z316pz54657	3	29	a	a	DET
z316pz54657	3	30	substantial	substantial	ADJ
z316pz54657	3	31	challenge	challenge	NOUN
z316pz54657	3	32	,	,	PUNCT
z316pz54657	3	33	since	since	SCONJ
z316pz54657	3	34	uncertainty	uncertainty	NOUN
z316pz54657	3	35	propagation	propagation	NOUN
z316pz54657	3	36	in	in	ADP
z316pz54657	3	37	this	this	DET
z316pz54657	3	38	setting	setting	NOUN
z316pz54657	3	39	,	,	PUNCT
z316pz54657	3	40	typically	typically	ADV
z316pz54657	3	41	performed	perform	VERB
z316pz54657	3	42	using	use	VERB
z316pz54657	3	43	monte	monte	PROPN
z316pz54657	3	44	carlo	carlo	PROPN
z316pz54657	3	45	(	(	PUNCT
z316pz54657	3	46	mc	mc	PROPN
z316pz54657	3	47	)	)	PUNCT
z316pz54657	3	48	approaches	approach	NOUN
z316pz54657	3	49	,	,	PUNCT
z316pz54657	3	50	entails	entail	VERB
z316pz54657	3	51	a	a	DET
z316pz54657	3	52	large	large	ADJ
z316pz54657	3	53	number	number	NOUN
z316pz54657	3	54	of	of	ADP
z316pz54657	3	55	nonlinear	nonlinear	ADJ
z316pz54657	3	56	response	response	NOUN
z316pz54657	3	57	history	history	NOUN
z316pz54657	3	58	analyses	analysis	NOUN
z316pz54657	3	59	(	(	PUNCT
z316pz54657	3	60	nlrhas	nlrhas	PROPN
z316pz54657	3	61	)	)	PUNCT
z316pz54657	3	62	.	.	PUNCT
z316pz54657	4	1	to	to	PART
z316pz54657	4	2	alleviate	alleviate	VERB
z316pz54657	4	3	this	this	DET
z316pz54657	4	4	challenge	challenge	NOUN
z316pz54657	4	5	,	,	PUNCT
z316pz54657	4	6	this	this	DET
z316pz54657	4	7	dissertation	dissertation	NOUN
z316pz54657	4	8	develops	develop	VERB
z316pz54657	4	9	methodologies	methodology	NOUN
z316pz54657	4	10	that	that	PRON
z316pz54657	4	11	can	can	AUX
z316pz54657	4	12	leverage	leverage	VERB
z316pz54657	4	13	lower	low	ADJ
z316pz54657	4	14	fidelity	fidelity	NOUN
z316pz54657	4	15	models	model	NOUN
z316pz54657	4	16	to	to	PART
z316pz54657	4	17	accommodate	accommodate	VERB
z316pz54657	4	18	higher	high	ADJ
z316pz54657	4	19	computational	computational	ADJ
z316pz54657	4	20	efficiency	efficiency	NOUN
z316pz54657	4	21	while	while	SCONJ
z316pz54657	4	22	still	still	ADV
z316pz54657	4	23	maintaining	maintain	VERB
z316pz54657	4	24	the	the	DET
z316pz54657	4	25	accuracy	accuracy	NOUN
z316pz54657	4	26	of	of	ADP
z316pz54657	4	27	an	an	DET
z316pz54657	4	28	original	original	ADJ
z316pz54657	4	29	high	high	ADJ
z316pz54657	4	30	-	-	PUNCT
z316pz54657	4	31	fidelity	fidelity	NOUN
z316pz54657	4	32	fem	fem	PROPN
z316pz54657	4	33	for	for	ADP
z316pz54657	4	34	a	a	DET
z316pz54657	4	35	structure	structure	NOUN
z316pz54657	4	36	.	.	PUNCT
z316pz54657	5	1	the	the	DET
z316pz54657	5	2	foundation	foundation	NOUN
z316pz54657	5	3	of	of	ADP
z316pz54657	5	4	all	all	DET
z316pz54657	5	5	developments	development	NOUN
z316pz54657	5	6	considered	consider	VERB
z316pz54657	5	7	is	be	AUX
z316pz54657	5	8	a	a	DET
z316pz54657	5	9	new	new	ADJ
z316pz54657	5	10	reduced	reduce	VERB
z316pz54657	5	11	order	order	NOUN
z316pz54657	5	12	model	model	NOUN
z316pz54657	5	13	(	(	PUNCT
z316pz54657	5	14	rom	rom	NOUN
z316pz54657	5	15	)	)	PUNCT
z316pz54657	5	16	framework	framework	NOUN
z316pz54657	5	17	for	for	ADP
z316pz54657	5	18	hysteretic	hysteretic	ADJ
z316pz54657	5	19	moment	moment	NOUN
z316pz54657	5	20	-	-	PUNCT
z316pz54657	5	21	resisting	resist	VERB
z316pz54657	5	22	frame	frame	NOUN
z316pz54657	5	23	structures	structure	NOUN
z316pz54657	5	24	.	.	PUNCT
z316pz54657	6	1	the	the	DET
z316pz54657	6	2	rom	rom	NOUN
z316pz54657	6	3	is	be	AUX
z316pz54657	6	4	calibrated	calibrate	VERB
z316pz54657	6	5	by	by	ADP
z316pz54657	6	6	explicitly	explicitly	ADV
z316pz54657	6	7	comparing	compare	VERB
z316pz54657	6	8	its	its	PRON
z316pz54657	6	9	nonlinear	nonlinear	ADJ
z316pz54657	6	10	time	time	NOUN
z316pz54657	6	11	-	-	PUNCT
z316pz54657	6	12	history	history	NOUN
z316pz54657	6	13	response	response	NOUN
z316pz54657	6	14	to	to	ADP
z316pz54657	6	15	the	the	DET
z316pz54657	6	16	nonlinear	nonlinear	ADJ
z316pz54657	6	17	fem	fem	ADJ
z316pz54657	6	18	response	response	NOUN
z316pz54657	6	19	,	,	PUNCT
z316pz54657	6	20	under	under	ADP
z316pz54657	6	21	different	different	ADJ
z316pz54657	6	22	earthquake	earthquake	NOUN
z316pz54657	6	23	excitations	excitation	NOUN
z316pz54657	6	24	.	.	PUNCT
z316pz54657	7	1	two	two	NUM
z316pz54657	7	2	different	different	ADJ
z316pz54657	7	3	calibration	calibration	NOUN
z316pz54657	7	4	approaches	approach	NOUN
z316pz54657	7	5	are	be	AUX
z316pz54657	7	6	proposed	propose	VERB
z316pz54657	7	7	:	:	PUNCT
z316pz54657	7	8	i	i	X
z316pz54657	7	9	)	)	PUNCT
z316pz54657	7	10	a	a	DET
z316pz54657	7	11	deterministic	deterministic	ADJ
z316pz54657	7	12	,	,	PUNCT
z316pz54657	7	13	nonlinear	nonlinear	ADJ
z316pz54657	7	14	least	least	ADJ
z316pz54657	7	15	-	-	PUNCT
z316pz54657	7	16	squares	square	NOUN
z316pz54657	7	17	optimization	optimization	NOUN
z316pz54657	7	18	and	and	CCONJ
z316pz54657	7	19	ii	ii	PROPN
z316pz54657	7	20	)	)	PUNCT
z316pz54657	7	21	a	a	DET
z316pz54657	7	22	bayesian	bayesian	ADJ
z316pz54657	7	23	model	model	NOUN
z316pz54657	7	24	updating	update	VERB
z316pz54657	7	25	implementation	implementation	NOUN
z316pz54657	7	26	.	.	PUNCT
z316pz54657	8	1	an	an	DET
z316pz54657	8	2	extension	extension	NOUN
z316pz54657	8	3	of	of	ADP
z316pz54657	8	4	the	the	DET
z316pz54657	8	5	rom	rom	NOUN
z316pz54657	8	6	framework	framework	NOUN
z316pz54657	8	7	to	to	PART
z316pz54657	8	8	describe	describe	VERB
z316pz54657	8	9	the	the	DET
z316pz54657	8	10	behavior	behavior	NOUN
z316pz54657	8	11	of	of	ADP
z316pz54657	8	12	structures	structure	NOUN
z316pz54657	8	13	with	with	ADP
z316pz54657	8	14	seismic	seismic	ADJ
z316pz54657	8	15	protective	protective	ADJ
z316pz54657	8	16	devices	device	NOUN
z316pz54657	8	17	(	(	PUNCT
z316pz54657	8	18	spds	spds	PROPN
z316pz54657	8	19	)	)	PUNCT
z316pz54657	8	20	is	be	AUX
z316pz54657	8	21	also	also	ADV
z316pz54657	8	22	examined	examine	VERB
z316pz54657	8	23	.	.	PUNCT
z316pz54657	9	1	it	it	PRON
z316pz54657	9	2	is	be	AUX
z316pz54657	9	3	shown	show	VERB
z316pz54657	9	4	that	that	SCONJ
z316pz54657	9	5	the	the	DET
z316pz54657	9	6	rom	rom	NOUN
z316pz54657	9	7	calibration	calibration	NOUN
z316pz54657	9	8	does	do	AUX
z316pz54657	9	9	not	not	PART
z316pz54657	9	10	need	need	VERB
z316pz54657	9	11	to	to	PART
z316pz54657	9	12	be	be	AUX
z316pz54657	9	13	updated	update	VERB
z316pz54657	9	14	to	to	PART
z316pz54657	9	15	accurately	accurately	ADV
z316pz54657	9	16	assess	assess	VERB
z316pz54657	9	17	the	the	DET
z316pz54657	9	18	effect	effect	NOUN
z316pz54657	9	19	of	of	ADP
z316pz54657	9	20	the	the	DET
z316pz54657	9	21	spd	spd	NOUN
z316pz54657	9	22	addition	addition	NOUN
z316pz54657	9	23	.	.	PUNCT
z316pz54657	10	1	while	while	SCONJ
z316pz54657	10	2	the	the	DET
z316pz54657	10	3	rom	rom	NOUN
z316pz54657	10	4	can	can	AUX
z316pz54657	10	5	offer	offer	VERB
z316pz54657	10	6	a	a	DET
z316pz54657	10	7	substantial	substantial	ADJ
z316pz54657	10	8	speedup	speedup	NOUN
z316pz54657	10	9	,	,	PUNCT
z316pz54657	10	10	the	the	DET
z316pz54657	10	11	corresponding	corresponding	ADJ
z316pz54657	10	12	predictions	prediction	NOUN
z316pz54657	10	13	might	might	AUX
z316pz54657	10	14	be	be	AUX
z316pz54657	10	15	biased	bias	VERB
z316pz54657	10	16	when	when	SCONJ
z316pz54657	10	17	compared	compare	VERB
z316pz54657	10	18	against	against	ADP
z316pz54657	10	19	the	the	DET
z316pz54657	10	20	ones	one	NOUN
z316pz54657	10	21	established	establish	VERB
z316pz54657	10	22	using	use	VERB
z316pz54657	10	23	the	the	DET
z316pz54657	10	24	higher	high	ADJ
z316pz54657	10	25	-	-	PUNCT
z316pz54657	10	26	fidelity	fidelity	NOUN
z316pz54657	10	27	fem	fem	PROPN
z316pz54657	10	28	.	.	PUNCT
z316pz54657	11	1	a	a	DET
z316pz54657	11	2	multi	multi	ADJ
z316pz54657	11	3	-	-	PROPN
z316pz54657	11	4	fidelity	fidelity	PROPN
z316pz54657	11	5	monte	monte	PROPN
z316pz54657	11	6	carlo	carlo	PROPN
z316pz54657	11	7	(	(	PUNCT
z316pz54657	11	8	mfmc	mfmc	PROPN
z316pz54657	11	9	)	)	PUNCT
z316pz54657	11	10	framework	framework	NOUN
z316pz54657	11	11	for	for	ADP
z316pz54657	11	12	seismic	seismic	ADJ
z316pz54657	11	13	risk	risk	NOUN
z316pz54657	11	14	assessment	assessment	NOUN
z316pz54657	11	15	is	be	AUX
z316pz54657	11	16	also	also	ADV
z316pz54657	11	17	proposed	propose	VERB
z316pz54657	11	18	to	to	PART
z316pz54657	11	19	guarantee	guarantee	VERB
z316pz54657	11	20	unbiased	unbiased	ADJ
z316pz54657	11	21	predictions	prediction	NOUN
z316pz54657	11	22	.	.	PUNCT
z316pz54657	12	1	this	this	DET
z316pz54657	12	2	approach	approach	NOUN
z316pz54657	12	3	utilizes	utilize	VERB
z316pz54657	12	4	evaluations	evaluation	NOUN
z316pz54657	12	5	from	from	ADP
z316pz54657	12	6	both	both	CCONJ
z316pz54657	12	7	the	the	DET
z316pz54657	12	8	high	high	ADJ
z316pz54657	12	9	-	-	PUNCT
z316pz54657	12	10	fidelity	fidelity	NOUN
z316pz54657	12	11	nonlinear	nonlinear	ADJ
z316pz54657	12	12	fem	fem	PROPN
z316pz54657	12	13	and	and	CCONJ
z316pz54657	12	14	the	the	DET
z316pz54657	12	15	rom	rom	NOUN
z316pz54657	12	16	,	,	PUNCT
z316pz54657	12	17	to	to	PART
z316pz54657	12	18	established	establish	VERB
z316pz54657	12	19	unbiased	unbiased	ADJ
z316pz54657	12	20	risk	risk	NOUN
z316pz54657	12	21	estimates	estimate	NOUN
z316pz54657	12	22	,	,	PUNCT
z316pz54657	12	23	and	and	CCONJ
z316pz54657	12	24	balances	balance	VERB
z316pz54657	12	25	the	the	DET
z316pz54657	12	26	number	number	NOUN
z316pz54657	12	27	of	of	ADP
z316pz54657	12	28	evaluations	evaluation	NOUN
z316pz54657	12	29	between	between	ADP
z316pz54657	12	30	the	the	DET
z316pz54657	12	31	two	two	NUM
z316pz54657	12	32	models	model	NOUN
z316pz54657	12	33	to	to	PART
z316pz54657	12	34	accommodate	accommodate	VERB
z316pz54657	12	35	the	the	DET
z316pz54657	12	36	highest	high	ADJ
z316pz54657	12	37	computational	computational	ADJ
z316pz54657	12	38	efficiency	efficiency	NOUN
z316pz54657	12	39	(	(	PUNCT
z316pz54657	12	40	smallest	small	ADJ
z316pz54657	12	41	mc	mc	PROPN
z316pz54657	12	42	variability	variability	NOUN
z316pz54657	12	43	)	)	PUNCT
z316pz54657	12	44	within	within	ADP
z316pz54657	12	45	the	the	DET
z316pz54657	12	46	uncertainty	uncertainty	NOUN
z316pz54657	12	47	propagation	propagation	NOUN
z316pz54657	12	48	.	.	PUNCT
z316pz54657	13	1	these	these	DET
z316pz54657	13	2	methodological	methodological	ADJ
z316pz54657	13	3	advancements	advancement	NOUN
z316pz54657	13	4	supported	support	VERB
z316pz54657	13	5	additional	additional	ADJ
z316pz54657	13	6	advances	advance	NOUN
z316pz54657	13	7	across	across	ADP
z316pz54657	13	8	two	two	NUM
z316pz54657	13	9	different	different	ADJ
z316pz54657	13	10	earthquake	earthquake	NOUN
z316pz54657	13	11	engineering	engineering	NOUN
z316pz54657	13	12	practical	practical	ADJ
z316pz54657	13	13	applications	application	NOUN
z316pz54657	13	14	:	:	PUNCT
z316pz54657	13	15	a	a	X
z316pz54657	13	16	)	)	PUNCT
z316pz54657	13	17	design	design	NOUN
z316pz54657	13	18	of	of	ADP
z316pz54657	13	19	seismic	seismic	ADJ
z316pz54657	13	20	protective	protective	ADJ
z316pz54657	13	21	devices	device	NOUN
z316pz54657	13	22	(	(	PUNCT
z316pz54657	13	23	spds	spds	PROPN
z316pz54657	13	24	)	)	PUNCT
z316pz54657	13	25	,	,	PUNCT
z316pz54657	13	26	focusing	focus	VERB
z316pz54657	13	27	on	on	ADP
z316pz54657	13	28	the	the	DET
z316pz54657	13	29	impact	impact	NOUN
z316pz54657	13	30	of	of	ADP
z316pz54657	13	31	the	the	DET
z316pz54657	13	32	fidelity	fidelity	NOUN
z316pz54657	13	33	of	of	ADP
z316pz54657	13	34	the	the	DET
z316pz54657	13	35	structural	structural	ADJ
z316pz54657	13	36	response	response	NOUN
z316pz54657	13	37	estimation	estimation	NOUN
z316pz54657	13	38	on	on	ADP
z316pz54657	13	39	the	the	DET
z316pz54657	13	40	device	device	NOUN
z316pz54657	13	41	effectiveness	effectiveness	NOUN
z316pz54657	13	42	;	;	PUNCT
z316pz54657	13	43	b	b	X
z316pz54657	13	44	)	)	PUNCT
z316pz54657	13	45	accuracy	accuracy	NOUN
z316pz54657	13	46	of	of	ADP
z316pz54657	13	47	seismic	seismic	ADJ
z316pz54657	13	48	performance	performance	NOUN
z316pz54657	13	49	assessment	assessment	NOUN
z316pz54657	13	50	within	within	ADP
z316pz54657	13	51	a	a	DET
z316pz54657	13	52	performance	performance	NOUN
z316pz54657	13	53	-	-	PUNCT
z316pz54657	13	54	based	base	VERB
z316pz54657	13	55	earthquake	earthquake	NOUN
z316pz54657	13	56	engineering	engineering	NOUN
z316pz54657	13	57	(	(	PUNCT
z316pz54657	13	58	pbee	pbee	NOUN
z316pz54657	13	59	)	)	PUNCT
z316pz54657	13	60	setting	set	VERB
z316pz54657	13	61	,	,	PUNCT
z316pz54657	13	62	examining	examine	VERB
z316pz54657	13	63	the	the	DET
z316pz54657	13	64	potential	potential	ADJ
z316pz54657	13	65	vulnerabilities	vulnerability	NOUN
z316pz54657	13	66	of	of	ADP
z316pz54657	13	67	alternative	alternative	ADJ
z316pz54657	13	68	approaches	approach	NOUN
z316pz54657	13	69	to	to	PART
z316pz54657	13	70	achieve	achieve	VERB
z316pz54657	13	71	computational	computational	ADJ
z316pz54657	13	72	efficiency	efficiency	NOUN
z316pz54657	13	73	by	by	ADP
z316pz54657	13	74	approximating	approximate	VERB
z316pz54657	13	75	either	either	CCONJ
z316pz54657	13	76	the	the	DET
z316pz54657	13	77	uncertainty	uncertainty	NOUN
z316pz54657	13	78	propagation	propagation	NOUN
z316pz54657	13	79	or	or	CCONJ
z316pz54657	13	80	the	the	DET
z316pz54657	13	81	fidelity	fidelity	NOUN
z316pz54657	13	82	of	of	ADP
z316pz54657	13	83	the	the	DET
z316pz54657	13	84	structural	structural	ADJ
z316pz54657	13	85	response	response	NOUN
z316pz54657	13	86	estimation	estimation	NOUN