id	sid	tid	token	lemma	pos
3n203x8325t	1	1	in	in	ADP
3n203x8325t	1	2	many	many	ADJ
3n203x8325t	1	3	engineering	engineering	NOUN
3n203x8325t	1	4	applications	application	NOUN
3n203x8325t	1	5	,	,	PUNCT
3n203x8325t	1	6	the	the	DET
3n203x8325t	1	7	predictions	prediction	NOUN
3n203x8325t	1	8	of	of	ADP
3n203x8325t	1	9	system	system	NOUN
3n203x8325t	1	10	responses	response	NOUN
3n203x8325t	1	11	are	be	AUX
3n203x8325t	1	12	uncertain	uncertain	ADJ
3n203x8325t	1	13	due	due	ADP
3n203x8325t	1	14	to	to	ADP
3n203x8325t	1	15	our	our	PRON
3n203x8325t	1	16	incomplete	incomplete	ADJ
3n203x8325t	1	17	knowledge	knowledge	NOUN
3n203x8325t	1	18	related	relate	VERB
3n203x8325t	1	19	to	to	ADP
3n203x8325t	1	20	the	the	DET
3n203x8325t	1	21	system	system	NOUN
3n203x8325t	1	22	and	and	CCONJ
3n203x8325t	1	23	its	its	PRON
3n203x8325t	1	24	environment	environment	NOUN
3n203x8325t	1	25	.	.	PUNCT
3n203x8325t	2	1	for	for	ADP
3n203x8325t	2	2	robust	robust	ADJ
3n203x8325t	2	3	analysis	analysis	NOUN
3n203x8325t	2	4	and	and	CCONJ
3n203x8325t	2	5	design	design	NOUN
3n203x8325t	2	6	,	,	PUNCT
3n203x8325t	2	7	all	all	DET
3n203x8325t	2	8	these	these	DET
3n203x8325t	2	9	uncertainties	uncertainty	NOUN
3n203x8325t	2	10	must	must	AUX
3n203x8325t	2	11	be	be	AUX
3n203x8325t	2	12	explicitly	explicitly	ADV
3n203x8325t	2	13	accounted	account	VERB
3n203x8325t	2	14	for	for	ADP
3n203x8325t	2	15	.	.	PUNCT
3n203x8325t	3	1	a	a	DET
3n203x8325t	3	2	probabilistic	probabilistic	ADJ
3n203x8325t	3	3	approach	approach	NOUN
3n203x8325t	3	4	provides	provide	VERB
3n203x8325t	3	5	a	a	DET
3n203x8325t	3	6	rational	rational	ADJ
3n203x8325t	3	7	and	and	CCONJ
3n203x8325t	3	8	consistent	consistent	ADJ
3n203x8325t	3	9	framework	framework	NOUN
3n203x8325t	3	10	for	for	ADP
3n203x8325t	3	11	achieving	achieve	VERB
3n203x8325t	3	12	this	this	DET
3n203x8325t	3	13	goal	goal	NOUN
3n203x8325t	3	14	.	.	PUNCT
3n203x8325t	4	1	in	in	ADP
3n203x8325t	4	2	this	this	DET
3n203x8325t	4	3	setting	setting	NOUN
3n203x8325t	4	4	,	,	PUNCT
3n203x8325t	4	5	the	the	DET
3n203x8325t	4	6	analysis	analysis	NOUN
3n203x8325t	4	7	and	and	CCONJ
3n203x8325t	4	8	optimization	optimization	NOUN
3n203x8325t	4	9	of	of	ADP
3n203x8325t	4	10	engineering	engineering	NOUN
3n203x8325t	4	11	systems	system	NOUN
3n203x8325t	4	12	involves	involve	VERB
3n203x8325t	4	13	a	a	DET
3n203x8325t	4	14	high	high	ADJ
3n203x8325t	4	15	computational	computational	ADJ
3n203x8325t	4	16	demand	demand	NOUN
3n203x8325t	4	17	,	,	PUNCT
3n203x8325t	4	18	considered	consider	VERB
3n203x8325t	4	19	prohibitive	prohibitive	ADJ
3n203x8325t	4	20	for	for	ADP
3n203x8325t	4	21	complex	complex	ADJ
3n203x8325t	4	22	applications	application	NOUN
3n203x8325t	4	23	,	,	PUNCT
3n203x8325t	4	24	despite	despite	SCONJ
3n203x8325t	4	25	recent	recent	ADJ
3n203x8325t	4	26	advances	advance	NOUN
3n203x8325t	4	27	in	in	ADP
3n203x8325t	4	28	computer	computer	NOUN
3n203x8325t	4	29	/	/	SYM
3n203x8325t	4	30	computational	computational	ADJ
3n203x8325t	4	31	science	science	NOUN
3n203x8325t	4	32	.	.	PUNCT
3n203x8325t	5	1	to	to	PART
3n203x8325t	5	2	alleviate	alleviate	VERB
3n203x8325t	5	3	these	these	DET
3n203x8325t	5	4	computational	computational	ADJ
3n203x8325t	5	5	challenges	challenge	NOUN
3n203x8325t	5	6	,	,	PUNCT
3n203x8325t	5	7	this	this	DET
3n203x8325t	5	8	research	research	NOUN
3n203x8325t	5	9	investigates	investigate	VERB
3n203x8325t	5	10	the	the	DET
3n203x8325t	5	11	development	development	NOUN
3n203x8325t	5	12	/	/	SYM
3n203x8325t	5	13	use	use	NOUN
3n203x8325t	5	14	of	of	ADP
3n203x8325t	5	15	kernel	kernel	NOUN
3n203x8325t	5	16	and	and	CCONJ
3n203x8325t	5	17	metamodel	metamodel	NOUN
3n203x8325t	5	18	based	base	VERB
3n203x8325t	5	19	methodologies	methodology	NOUN
3n203x8325t	5	20	within	within	ADP
3n203x8325t	5	21	a	a	DET
3n203x8325t	5	22	stochastic	stochastic	ADJ
3n203x8325t	5	23	simulation	simulation	NOUN
3n203x8325t	5	24	framework	framework	NOUN
3n203x8325t	5	25	to	to	PART
3n203x8325t	5	26	facilitate	facilitate	VERB
3n203x8325t	5	27	efficient	efficient	ADJ
3n203x8325t	5	28	computation	computation	NOUN
3n203x8325t	5	29	in	in	ADP
3n203x8325t	5	30	three	three	NUM
3n203x8325t	5	31	different	different	ADJ
3n203x8325t	5	32	tasks	task	NOUN
3n203x8325t	5	33	:	:	PUNCT
3n203x8325t	5	34	a	a	X
3n203x8325t	5	35	)	)	PUNCT
3n203x8325t	5	36	probabilistic	probabilistic	ADJ
3n203x8325t	5	37	sensitivity	sensitivity	NOUN
3n203x8325t	5	38	analysis	analysis	NOUN
3n203x8325t	5	39	,	,	PUNCT
3n203x8325t	5	40	b	b	NOUN
3n203x8325t	5	41	)	)	PUNCT
3n203x8325t	5	42	optimization	optimization	NOUN
3n203x8325t	5	43	under	under	ADP
3n203x8325t	5	44	uncertainty	uncertainty	NOUN
3n203x8325t	5	45	,	,	PUNCT
3n203x8325t	5	46	and	and	CCONJ
3n203x8325t	5	47	c	c	X
3n203x8325t	5	48	)	)	PUNCT
3n203x8325t	5	49	real	real	ADJ
3n203x8325t	5	50	-	-	PUNCT
3n203x8325t	5	51	time	time	NOUN
3n203x8325t	5	52	risk	risk	NOUN
3n203x8325t	5	53	assessment	assessment	NOUN
3n203x8325t	5	54	.	.	PUNCT
3n203x8325t	6	1	the	the	DET
3n203x8325t	6	2	implementation	implementation	NOUN
3n203x8325t	6	3	and	and	CCONJ
3n203x8325t	6	4	optimization	optimization	NOUN
3n203x8325t	6	5	of	of	ADP
3n203x8325t	6	6	metamodels	metamodel	NOUN
3n203x8325t	6	7	for	for	ADP
3n203x8325t	6	8	efficient	efficient	ADJ
3n203x8325t	6	9	probabilistic	probabilistic	ADJ
3n203x8325t	6	10	performance	performance	NOUN
3n203x8325t	6	11	assessment	assessment	NOUN
3n203x8325t	6	12	is	be	AUX
3n203x8325t	6	13	studied	study	VERB
3n203x8325t	6	14	,	,	PUNCT
3n203x8325t	6	15	focusing	focus	VERB
3n203x8325t	6	16	on	on	ADP
3n203x8325t	6	17	systems	system	NOUN
3n203x8325t	6	18	with	with	ADP
3n203x8325t	6	19	very	very	ADV
3n203x8325t	6	20	high	high	ADJ
3n203x8325t	6	21	dimensional	dimensional	ADJ
3n203x8325t	6	22	output	output	NOUN
3n203x8325t	6	23	(	(	PUNCT
3n203x8325t	6	24	something	something	PRON
3n203x8325t	6	25	that	that	PRON
3n203x8325t	6	26	becomes	become	VERB
3n203x8325t	6	27	increasingly	increasingly	ADV
3n203x8325t	6	28	relevant	relevant	ADJ
3n203x8325t	6	29	with	with	ADP
3n203x8325t	6	30	the	the	DET
3n203x8325t	6	31	trend	trend	NOUN
3n203x8325t	6	32	of	of	ADP
3n203x8325t	6	33	increasing	increase	VERB
3n203x8325t	6	34	complexity	complexity	NOUN
3n203x8325t	6	35	and	and	CCONJ
3n203x8325t	6	36	scale	scale	NOUN
3n203x8325t	6	37	of	of	ADP
3n203x8325t	6	38	modern	modern	ADJ
3n203x8325t	6	39	engineering	engineering	NOUN
3n203x8325t	6	40	problems	problem	NOUN
3n203x8325t	6	41	)	)	PUNCT
3n203x8325t	6	42	,	,	PUNCT
3n203x8325t	6	43	on	on	ADP
3n203x8325t	6	44	the	the	DET
3n203x8325t	6	45	explicit	explicit	ADJ
3n203x8325t	6	46	incorporation	incorporation	NOUN
3n203x8325t	6	47	of	of	ADP
3n203x8325t	6	48	the	the	DET
3n203x8325t	6	49	metamodel	metamodel	NOUN
3n203x8325t	6	50	prediction	prediction	NOUN
3n203x8325t	6	51	error	error	NOUN
3n203x8325t	6	52	in	in	ADP
3n203x8325t	6	53	the	the	DET
3n203x8325t	6	54	performance	performance	NOUN
3n203x8325t	6	55	predictions	prediction	NOUN
3n203x8325t	6	56	,	,	PUNCT
3n203x8325t	6	57	and	and	CCONJ
3n203x8325t	6	58	on	on	ADP
3n203x8325t	6	59	real	real	ADJ
3n203x8325t	6	60	-	-	PUNCT
3n203x8325t	6	61	time	time	NOUN
3n203x8325t	6	62	implementation	implementation	NOUN
3n203x8325t	6	63	that	that	PRON
3n203x8325t	6	64	can	can	AUX
3n203x8325t	6	65	support	support	VERB
3n203x8325t	6	66	development	development	NOUN
3n203x8325t	6	67	of	of	ADP
3n203x8325t	6	68	standalone	standalone	ADJ
3n203x8325t	6	69	applets	applet	NOUN
3n203x8325t	6	70	.	.	PUNCT
3n203x8325t	7	1	additionally	additionally	ADV
3n203x8325t	7	2	,	,	PUNCT
3n203x8325t	7	3	the	the	DET
3n203x8325t	7	4	formulation	formulation	NOUN
3n203x8325t	7	5	of	of	ADP
3n203x8325t	7	6	adaptive	adaptive	ADJ
3n203x8325t	7	7	kernels	kernel	NOUN
3n203x8325t	7	8	exploiting	exploit	VERB
3n203x8325t	7	9	information	information	NOUN
3n203x8325t	7	10	from	from	ADP
3n203x8325t	7	11	stochastic	stochastic	ADJ
3n203x8325t	7	12	sampling	sampling	NOUN
3n203x8325t	7	13	is	be	AUX
3n203x8325t	7	14	investigated	investigate	VERB
3n203x8325t	7	15	.	.	PUNCT
3n203x8325t	8	1	in	in	ADP
3n203x8325t	8	2	particular	particular	ADJ
3n203x8325t	8	3	,	,	PUNCT
3n203x8325t	8	4	kernel	kernel	NOUN
3n203x8325t	8	5	density	density	NOUN
3n203x8325t	8	6	estimation	estimation	NOUN
3n203x8325t	8	7	(	(	PUNCT
3n203x8325t	8	8	kde	kde	PROPN
3n203x8325t	8	9	)	)	PUNCT
3n203x8325t	8	10	is	be	AUX
3n203x8325t	8	11	explored	explore	VERB
3n203x8325t	8	12	to	to	PART
3n203x8325t	8	13	approximate	approximate	VERB
3n203x8325t	8	14	probability	probability	NOUN
3n203x8325t	8	15	densities	density	NOUN
3n203x8325t	8	16	within	within	ADP
3n203x8325t	8	17	multiple	multiple	ADJ
3n203x8325t	8	18	settings	setting	NOUN
3n203x8325t	8	19	(	(	PUNCT
3n203x8325t	8	20	sensitivity	sensitivity	NOUN
3n203x8325t	8	21	analysis	analysis	NOUN
3n203x8325t	8	22	,	,	PUNCT
3n203x8325t	8	23	optimization	optimization	NOUN
3n203x8325t	8	24	)	)	PUNCT
3n203x8325t	8	25	,	,	PUNCT
3n203x8325t	8	26	addressing	address	VERB
3n203x8325t	8	27	challenges	challenge	NOUN
3n203x8325t	8	28	such	such	ADJ
3n203x8325t	8	29	as	as	ADP
3n203x8325t	8	30	boundary	boundary	ADJ
3n203x8325t	8	31	reflections	reflection	NOUN
3n203x8325t	8	32	,	,	PUNCT
3n203x8325t	8	33	implementation	implementation	NOUN
3n203x8325t	8	34	within	within	ADP
3n203x8325t	8	35	domains	domain	NOUN
3n203x8325t	8	36	with	with	ADP
3n203x8325t	8	37	complex	complex	ADJ
3n203x8325t	8	38	boundaries	boundary	NOUN
3n203x8325t	8	39	,	,	PUNCT
3n203x8325t	8	40	and	and	CCONJ
3n203x8325t	8	41	optimal	optimal	ADJ
3n203x8325t	8	42	selection	selection	NOUN
3n203x8325t	8	43	of	of	ADP
3n203x8325t	8	44	kde	kde	PROPN
3n203x8325t	8	45	characteristics	characteristic	NOUN
3n203x8325t	8	46	when	when	SCONJ
3n203x8325t	8	47	used	use	VERB
3n203x8325t	8	48	as	as	ADP
3n203x8325t	8	49	proposal	proposal	NOUN
3n203x8325t	8	50	densities	density	NOUN
3n203x8325t	8	51	in	in	ADP
3n203x8325t	8	52	a	a	DET
3n203x8325t	8	53	stochastic	stochastic	ADJ
3n203x8325t	8	54	simulation	simulation	NOUN
3n203x8325t	8	55	setting	setting	NOUN
3n203x8325t	8	56	.	.	PUNCT
3n203x8325t	9	1	the	the	DET
3n203x8325t	9	2	proposed	propose	VERB
3n203x8325t	9	3	kde	kde	PROPN
3n203x8325t	9	4	framework	framework	NOUN
3n203x8325t	9	5	is	be	AUX
3n203x8325t	9	6	first	first	ADV
3n203x8325t	9	7	utilized	utilize	VERB
3n203x8325t	9	8	to	to	PART
3n203x8325t	9	9	facilitate	facilitate	VERB
3n203x8325t	9	10	an	an	DET
3n203x8325t	9	11	efficient	efficient	ADJ
3n203x8325t	9	12	global	global	ADJ
3n203x8325t	9	13	sensitivity	sensitivity	NOUN
3n203x8325t	9	14	analysis	analysis	NOUN
3n203x8325t	9	15	,	,	PUNCT
3n203x8325t	9	16	to	to	PART
3n203x8325t	9	17	identify	identify	VERB
3n203x8325t	9	18	the	the	DET
3n203x8325t	9	19	importance	importance	NOUN
3n203x8325t	9	20	towards	towards	ADP
3n203x8325t	9	21	the	the	DET
3n203x8325t	9	22	overall	overall	ADJ
3n203x8325t	9	23	probabilistic	probabilistic	ADJ
3n203x8325t	9	24	performance	performance	NOUN
3n203x8325t	9	25	of	of	ADP
3n203x8325t	9	26	the	the	DET
3n203x8325t	9	27	different	different	ADJ
3n203x8325t	9	28	uncertain	uncertain	ADJ
3n203x8325t	9	29	model	model	NOUN
3n203x8325t	9	30	parameters	parameter	NOUN
3n203x8325t	9	31	or	or	CCONJ
3n203x8325t	9	32	of	of	ADP
3n203x8325t	9	33	groups	group	NOUN
3n203x8325t	9	34	of	of	ADP
3n203x8325t	9	35	them	they	PRON
3n203x8325t	9	36	,	,	PUNCT
3n203x8325t	9	37	exploring	explore	VERB
3n203x8325t	9	38	concurrently	concurrently	ADV
3n203x8325t	9	39	different	different	ADJ
3n203x8325t	9	40	measures	measure	NOUN
3n203x8325t	9	41	to	to	PART
3n203x8325t	9	42	quantify	quantify	VERB
3n203x8325t	9	43	this	this	DET
3n203x8325t	9	44	importance	importance	NOUN
3n203x8325t	9	45	(	(	PUNCT
3n203x8325t	9	46	and	and	CCONJ
3n203x8325t	9	47	how	how	SCONJ
3n203x8325t	9	48	they	they	PRON
3n203x8325t	9	49	can	can	AUX
3n203x8325t	9	50	be	be	AUX
3n203x8325t	9	51	robustly	robustly	ADV
3n203x8325t	9	52	evaluated	evaluate	VERB
3n203x8325t	9	53	)	)	PUNCT
3n203x8325t	9	54	.	.	PUNCT
3n203x8325t	10	1	then	then	ADV
3n203x8325t	10	2	supported	support	VERB
3n203x8325t	10	3	by	by	ADP
3n203x8325t	10	4	the	the	DET
3n203x8325t	10	5	probabilistic	probabilistic	ADJ
3n203x8325t	10	6	sensitivity	sensitivity	NOUN
3n203x8325t	10	7	analysis	analysis	NOUN
3n203x8325t	10	8	,	,	PUNCT
3n203x8325t	10	9	kde	kde	PROPN
3n203x8325t	10	10	is	be	AUX
3n203x8325t	10	11	used	use	VERB
3n203x8325t	10	12	to	to	PART
3n203x8325t	10	13	develop	develop	VERB
3n203x8325t	10	14	an	an	DET
3n203x8325t	10	15	adaptive	adaptive	ADJ
3n203x8325t	10	16	stochastic	stochastic	ADJ
3n203x8325t	10	17	sampling	sampling	NOUN
3n203x8325t	10	18	algorithm	algorithm	NOUN
3n203x8325t	10	19	with	with	ADP
3n203x8325t	10	20	optimal	optimal	ADJ
3n203x8325t	10	21	sampling	sampling	NOUN
3n203x8325t	10	22	efficiency	efficiency	NOUN
3n203x8325t	10	23	in	in	ADP
3n203x8325t	10	24	the	the	DET
3n203x8325t	10	25	context	context	NOUN
3n203x8325t	10	26	of	of	ADP
3n203x8325t	10	27	a	a	DET
3n203x8325t	10	28	sequential	sequential	ADJ
3n203x8325t	10	29	/	/	SYM
3n203x8325t	10	30	iterative	iterative	ADJ
3n203x8325t	10	31	application	application	NOUN
3n203x8325t	10	32	.	.	PUNCT
3n203x8325t	11	1	finally	finally	ADV
3n203x8325t	11	2	,	,	PUNCT
3n203x8325t	11	3	kde	kde	PROPN
3n203x8325t	11	4	is	be	AUX
3n203x8325t	11	5	implemented	implement	VERB
3n203x8325t	11	6	to	to	PART
3n203x8325t	11	7	support	support	VERB
3n203x8325t	11	8	the	the	DET
3n203x8325t	11	9	development	development	NOUN
3n203x8325t	11	10	of	of	ADP
3n203x8325t	11	11	a	a	DET
3n203x8325t	11	12	new	new	ADJ
3n203x8325t	11	13	optimization	optimization	NOUN
3n203x8325t	11	14	under	under	ADP
3n203x8325t	11	15	uncertainty	uncertainty	NOUN
3n203x8325t	11	16	algorithm	algorithm	NOUN
3n203x8325t	11	17	,	,	PUNCT
3n203x8325t	11	18	called	call	VERB
3n203x8325t	11	19	non	non	ADJ
3n203x8325t	11	20	-	-	ADJ
3n203x8325t	11	21	parametric	parametric	ADJ
3n203x8325t	11	22	stochastic	stochastic	ADJ
3n203x8325t	11	23	subset	subset	NOUN
3n203x8325t	11	24	optimization	optimization	NOUN
3n203x8325t	11	25	(	(	PUNCT
3n203x8325t	11	26	np	np	PROPN
3n203x8325t	11	27	-	-	PROPN
3n203x8325t	11	28	sso	sso	PROPN
3n203x8325t	11	29	)	)	PUNCT
3n203x8325t	11	30	.	.	PUNCT
3n203x8325t	12	1	the	the	DET
3n203x8325t	12	2	extension	extension	NOUN
3n203x8325t	12	3	of	of	ADP
3n203x8325t	12	4	the	the	DET
3n203x8325t	12	5	algorithm	algorithm	NOUN
3n203x8325t	12	6	to	to	ADP
3n203x8325t	12	7	reliability	reliability	NOUN
3n203x8325t	12	8	-	-	PUNCT
3n203x8325t	12	9	based	base	VERB
3n203x8325t	12	10	design	design	NOUN
3n203x8325t	12	11	optimization	optimization	NOUN
3n203x8325t	12	12	problems	problem	NOUN
3n203x8325t	12	13	is	be	AUX
3n203x8325t	12	14	also	also	ADV
3n203x8325t	12	15	explored	explore	VERB
3n203x8325t	12	16	.	.	PUNCT