id	sid	tid	token	lemma	pos
cet-15117	1	1	doi	doi	NOUN
cet-15117	1	2	:	:	PUNCT
cet-15117	1	3	10.3303	10.3303	NUM
cet-15117	1	4	/	/	SYM
cet-15117	1	5	cet25116009	cet25116009	NOUN
cet-15117	1	6	paper	paper	NOUN
cet-15117	1	7	received	receive	VERB
cet-15117	1	8	:	:	PUNCT
cet-15117	1	9	22	22	NUM
cet-15117	1	10	november	november	PROPN
cet-15117	1	11	2024	2024	NUM
cet-15117	1	12	;	;	PUNCT
cet-15117	1	13	revised	revise	VERB
cet-15117	1	14	:	:	PUNCT
cet-15117	1	15	29	29	NUM
cet-15117	1	16	january	january	NOUN
cet-15117	1	17	2025	2025	NUM
cet-15117	1	18	;	;	PUNCT
cet-15117	1	19	accepted	accept	VERB
cet-15117	1	20	:	:	PUNCT
cet-15117	1	21	22	22	NUM
cet-15117	1	22	april	april	PROPN
cet-15117	1	23	2025	2025	NUM
cet-15117	1	24	please	please	INTJ
cet-15117	1	25	cite	cite	VERB
cet-15117	1	26	this	this	DET
cet-15117	1	27	article	article	NOUN
cet-15117	1	28	as	as	ADP
cet-15117	1	29	:	:	PUNCT
cet-15117	1	30	mackie	mackie	PROPN
cet-15117	1	31	s.	s.	PROPN
cet-15117	1	32	,	,	PUNCT
cet-15117	1	33	bloodworth	bloodworth	PROPN
cet-15117	1	34	c.	c.	PROPN
cet-15117	1	35	,	,	PUNCT
cet-15117	1	36	coffey	coffey	PROPN
cet-15117	1	37	c.	c.	PROPN
cet-15117	1	38	,	,	PUNCT
cet-15117	1	39	2025	2025	NUM
cet-15117	1	40	,	,	PUNCT
cet-15117	1	41	using	use	VERB
cet-15117	1	42	a	a	DET
cet-15117	1	43	surrogate	surrogate	ADJ
cet-15117	1	44	model	model	NOUN
cet-15117	1	45	in	in	ADP
cet-15117	1	46	risk	risk	NOUN
cet-15117	1	47	studies	study	NOUN
cet-15117	1	48	using	use	VERB
cet-15117	1	49	cfd	cfd	NOUN
cet-15117	1	50	simulations	simulation	NOUN
cet-15117	1	51	,	,	PUNCT
cet-15117	1	52	chemical	chemical	ADJ
cet-15117	1	53	engineering	engineering	NOUN
cet-15117	1	54	transactions	transaction	NOUN
cet-15117	1	55	,	,	PUNCT
cet-15117	1	56	116	116	NUM
cet-15117	1	57	,	,	PUNCT
cet-15117	1	58	49	49	NUM
cet-15117	1	59	-	-	SYM
cet-15117	1	60	54	54	NUM
cet-15117	1	61	doi:10.3303	doi:10.3303	NOUN
cet-15117	1	62	/	/	SYM
cet-15117	1	63	cet25116009	cet25116009	NOUN
cet-15117	1	64	chemical	chemical	PROPN
cet-15117	1	65	engineering	engineering	NOUN
cet-15117	1	66	transactions	transaction	NOUN
cet-15117	1	67	vol	vol	NOUN
cet-15117	1	68	.	.	PROPN
cet-15117	2	1	116	116	NUM
cet-15117	2	2	,	,	PUNCT
cet-15117	3	1	2025	2025	NUM
cet-15117	3	2	a	a	DET
cet-15117	3	3	publication	publication	NOUN
cet-15117	3	4	of	of	ADP
cet-15117	3	5	the	the	DET
cet-15117	3	6	italian	italian	ADJ
cet-15117	3	7	association	association	NOUN
cet-15117	3	8	of	of	ADP
cet-15117	3	9	chemical	chemical	PROPN
cet-15117	3	10	engineering	engineering	NOUN
cet-15117	3	11	online	online	ADV
cet-15117	3	12	at	at	ADP
cet-15117	3	13	www.cetjournal.it	www.cetjournal.it	PROPN
cet-15117	3	14	guest	guest	NOUN
cet-15117	3	15	editors	editor	NOUN
cet-15117	3	16	:	:	PUNCT
cet-15117	3	17	bruno	bruno	PROPN
cet-15117	3	18	fabiano	fabiano	PROPN
cet-15117	3	19	,	,	PUNCT
cet-15117	3	20	valerio	valerio	PROPN
cet-15117	3	21	cozzani	cozzani	PROPN
cet-15117	3	22	copyright	copyright	NOUN
cet-15117	3	23	©	©	PROPN
cet-15117	3	24	2025	2025	NUM
cet-15117	3	25	,	,	PUNCT
cet-15117	3	26	aidic	aidic	ADJ
cet-15117	3	27	servizi	servizi	PROPN
cet-15117	3	28	s.r.l	s.r.l	NOUN
cet-15117	3	29	.	.	PUNCT
cet-15117	4	1	isbn	isbn	PROPN
cet-15117	4	2	979	979	NUM
cet-15117	4	3	-	-	SYM
cet-15117	4	4	12	12	NUM
cet-15117	4	5	-	-	PUNCT
cet-15117	4	6	81206	81206	NUM
cet-15117	4	7	-	-	SYM
cet-15117	4	8	18	18	NUM
cet-15117	4	9	-	-	SYM
cet-15117	4	10	2	2	NUM
cet-15117	4	11	;	;	PUNCT
cet-15117	4	12	issn	issn	PROPN
cet-15117	4	13	2283	2283	NUM
cet-15117	4	14	-	-	SYM
cet-15117	4	15	9216	9216	NUM
cet-15117	4	16	using	use	VERB
cet-15117	4	17	a	a	DET
cet-15117	4	18	surrogate	surrogate	ADJ
cet-15117	4	19	model	model	NOUN
cet-15117	4	20	in	in	ADP
cet-15117	4	21	risk	risk	NOUN
cet-15117	4	22	studies	study	NOUN
cet-15117	4	23	using	use	VERB
cet-15117	4	24	cfd	cfd	PROPN
cet-15117	4	25	simulations	simulation	NOUN
cet-15117	4	26	shona	shona	PROPN
cet-15117	4	27	mackie	mackie	PROPN
cet-15117	4	28	,	,	PUNCT
cet-15117	4	29	connor	connor	NOUN
cet-15117	4	30	bloodworth	bloodworth	NOUN
cet-15117	4	31	,	,	PUNCT
cet-15117	4	32	chris	chris	PROPN
cet-15117	4	33	coffey	coffey	PROPN
cet-15117	4	34	gexcon	gexcon	VERB
cet-15117	4	35	as	as	ADP
cet-15117	4	36	,	,	PUNCT
cet-15117	4	37	fantoftvegen	fantoftvegen	PROPN
cet-15117	4	38	38	38	NUM
cet-15117	4	39	,	,	PUNCT
cet-15117	4	40	no-5072	no-5072	PROPN
cet-15117	4	41	bergen	bergen	PROPN
cet-15117	4	42	,	,	PUNCT
cet-15117	4	43	norway	norway	PROPN
cet-15117	4	44	shona.mackie@gexcon.com	shona.mackie@gexcon.com	PROPN
cet-15117	4	45	risk	risk	NOUN
cet-15117	4	46	is	be	AUX
cet-15117	4	47	a	a	DET
cet-15117	4	48	combination	combination	NOUN
cet-15117	4	49	of	of	ADP
cet-15117	4	50	the	the	DET
cet-15117	4	51	frequency	frequency	NOUN
cet-15117	4	52	with	with	SCONJ
cet-15117	4	53	which	which	DET
cet-15117	4	54	consequences	consequence	NOUN
cet-15117	4	55	occur	occur	VERB
cet-15117	4	56	,	,	PUNCT
cet-15117	4	57	and	and	CCONJ
cet-15117	4	58	their	their	PRON
cet-15117	4	59	cost	cost	NOUN
cet-15117	4	60	.	.	PUNCT
cet-15117	5	1	we	we	PRON
cet-15117	5	2	calculate	calculate	VERB
cet-15117	5	3	it	it	PRON
cet-15117	5	4	by	by	ADP
cet-15117	5	5	estimating	estimate	VERB
cet-15117	5	6	the	the	DET
cet-15117	5	7	range	range	NOUN
cet-15117	5	8	and	and	CCONJ
cet-15117	5	9	frequencies	frequency	NOUN
cet-15117	5	10	for	for	ADP
cet-15117	5	11	different	different	ADJ
cet-15117	5	12	initial	initial	ADJ
cet-15117	5	13	conditions	condition	NOUN
cet-15117	5	14	and	and	CCONJ
cet-15117	5	15	calculating	calculate	VERB
cet-15117	5	16	predictions	prediction	NOUN
cet-15117	5	17	that	that	PRON
cet-15117	5	18	cover	cover	VERB
cet-15117	5	19	these	these	PRON
cet-15117	5	20	to	to	PART
cet-15117	5	21	achieve	achieve	VERB
cet-15117	5	22	frequency	frequency	NOUN
cet-15117	5	23	distributions	distribution	NOUN
cet-15117	5	24	of	of	ADP
cet-15117	5	25	consequences	consequence	NOUN
cet-15117	5	26	,	,	PUNCT
cet-15117	5	27	which	which	PRON
cet-15117	5	28	we	we	PRON
cet-15117	5	29	combine	combine	VERB
cet-15117	5	30	with	with	ADP
cet-15117	5	31	loss	loss	NOUN
cet-15117	5	32	and	and	CCONJ
cet-15117	5	33	fatality	fatality	NOUN
cet-15117	5	34	models	model	NOUN
cet-15117	5	35	to	to	PART
cet-15117	5	36	account	account	VERB
cet-15117	5	37	for	for	ADP
cet-15117	5	38	cost	cost	NOUN
cet-15117	5	39	.	.	PUNCT
cet-15117	6	1	this	this	PRON
cet-15117	6	2	requires	require	VERB
cet-15117	6	3	calculation	calculation	NOUN
cet-15117	6	4	of	of	ADP
cet-15117	6	5	enough	enough	ADJ
cet-15117	6	6	consequence	consequence	NOUN
cet-15117	6	7	predictions	prediction	NOUN
cet-15117	6	8	to	to	PART
cet-15117	6	9	cover	cover	VERB
cet-15117	6	10	all	all	DET
cet-15117	6	11	realistic	realistic	ADJ
cet-15117	6	12	possibilities	possibility	NOUN
cet-15117	6	13	,	,	PUNCT
cet-15117	6	14	which	which	PRON
cet-15117	6	15	is	be	AUX
cet-15117	6	16	often	often	ADV
cet-15117	6	17	computationally	computationally	ADV
cet-15117	6	18	impractical	impractical	ADJ
cet-15117	6	19	using	use	VERB
cet-15117	6	20	computational	computational	ADJ
cet-15117	6	21	fluid	fluid	ADJ
cet-15117	6	22	dynamics	dynamic	NOUN
cet-15117	6	23	(	(	PUNCT
cet-15117	6	24	cfd	cfd	NOUN
cet-15117	6	25	)	)	PUNCT
cet-15117	6	26	simulations	simulation	NOUN
cet-15117	6	27	.	.	PUNCT
cet-15117	7	1	we	we	PRON
cet-15117	7	2	investigated	investigate	VERB
cet-15117	7	3	using	use	VERB
cet-15117	7	4	a	a	DET
cet-15117	7	5	surrogate	surrogate	ADJ
cet-15117	7	6	model	model	NOUN
cet-15117	7	7	to	to	PART
cet-15117	7	8	cheaply	cheaply	ADV
cet-15117	7	9	calculate	calculate	VERB
cet-15117	7	10	reliable	reliable	ADJ
cet-15117	7	11	consequence	consequence	NOUN
cet-15117	7	12	predictions	prediction	NOUN
cet-15117	7	13	for	for	ADP
cet-15117	7	14	tens	ten	NOUN
cet-15117	7	15	of	of	ADP
cet-15117	7	16	thousands	thousand	NOUN
cet-15117	7	17	of	of	ADP
cet-15117	7	18	scenarios	scenario	NOUN
cet-15117	7	19	.	.	PUNCT
cet-15117	8	1	the	the	DET
cet-15117	8	2	surrogate	surrogate	NOUN
cet-15117	8	3	is	be	AUX
cet-15117	8	4	built	build	VERB
cet-15117	8	5	using	use	VERB
cet-15117	8	6	the	the	DET
cet-15117	8	7	inputs	input	NOUN
cet-15117	8	8	and	and	CCONJ
cet-15117	8	9	outputs	output	NOUN
cet-15117	8	10	from	from	ADP
cet-15117	8	11	cfd	cfd	NOUN
cet-15117	8	12	simulations	simulation	NOUN
cet-15117	8	13	.	.	PUNCT
cet-15117	9	1	we	we	PRON
cet-15117	9	2	investigated	investigate	VERB
cet-15117	9	3	different	different	ADJ
cet-15117	9	4	methods	method	NOUN
cet-15117	9	5	of	of	ADP
cet-15117	9	6	selecting	select	VERB
cet-15117	9	7	scenarios	scenario	NOUN
cet-15117	9	8	for	for	ADP
cet-15117	9	9	these	these	DET
cet-15117	9	10	simulations	simulation	NOUN
cet-15117	9	11	,	,	PUNCT
cet-15117	9	12	and	and	CCONJ
cet-15117	9	13	different	different	ADJ
cet-15117	9	14	methods	method	NOUN
cet-15117	9	15	of	of	ADP
cet-15117	9	16	building	build	VERB
cet-15117	9	17	a	a	DET
cet-15117	9	18	surrogate	surrogate	ADJ
cet-15117	9	19	model	model	NOUN
cet-15117	9	20	.	.	PUNCT
cet-15117	10	1	an	an	DET
cet-15117	10	2	approach	approach	NOUN
cet-15117	10	3	based	base	VERB
cet-15117	10	4	on	on	ADP
cet-15117	10	5	a	a	DET
cet-15117	10	6	gaussian	gaussian	ADJ
cet-15117	10	7	process	process	NOUN
cet-15117	10	8	model	model	NOUN
cet-15117	10	9	and	and	CCONJ
cet-15117	10	10	a	a	DET
cet-15117	10	11	recurrent	recurrent	ADJ
cet-15117	10	12	neural	neural	ADJ
cet-15117	10	13	network	network	NOUN
cet-15117	10	14	resulted	result	VERB
cet-15117	10	15	in	in	ADP
cet-15117	10	16	predictions	prediction	NOUN
cet-15117	10	17	of	of	ADP
cet-15117	10	18	maximum	maximum	ADJ
cet-15117	10	19	equivalent	equivalent	ADJ
cet-15117	10	20	cloud	cloud	NOUN
cet-15117	10	21	volume	volume	NOUN
cet-15117	10	22	and	and	CCONJ
cet-15117	10	23	a	a	DET
cet-15117	10	24	predicted	predict	VERB
cet-15117	10	25	probability	probability	NOUN
cet-15117	10	26	density	density	NOUN
cet-15117	10	27	function	function	NOUN
cet-15117	10	28	for	for	ADP
cet-15117	10	29	q9	q9	PROPN
cet-15117	10	30	volume	volume	NOUN
cet-15117	10	31	that	that	PRON
cet-15117	10	32	are	be	AUX
cet-15117	10	33	similar	similar	ADJ
cet-15117	10	34	to	to	ADP
cet-15117	10	35	the	the	DET
cet-15117	10	36	cfd	cfd	NOUN
cet-15117	10	37	predictions	prediction	NOUN
cet-15117	10	38	.	.	PUNCT
cet-15117	11	1	the	the	DET
cet-15117	11	2	surrogate	surrogate	NOUN
cet-15117	11	3	-	-	PUNCT
cet-15117	11	4	predicted	predict	VERB
cet-15117	11	5	distribution	distribution	NOUN
cet-15117	11	6	is	be	AUX
cet-15117	11	7	wide	wide	ADJ
cet-15117	11	8	enough	enough	ADV
cet-15117	11	9	to	to	PART
cet-15117	11	10	capture	capture	VERB
cet-15117	11	11	less	less	ADV
cet-15117	11	12	frequent	frequent	ADJ
cet-15117	11	13	events	event	NOUN
cet-15117	11	14	(	(	PUNCT
cet-15117	11	15	that	that	PRON
cet-15117	11	16	are	be	AUX
cet-15117	11	17	often	often	ADV
cet-15117	11	18	higher	high	ADJ
cet-15117	11	19	-	-	PUNCT
cet-15117	11	20	cost	cost	NOUN
cet-15117	11	21	)	)	PUNCT
cet-15117	11	22	and	and	CCONJ
cet-15117	11	23	can	can	AUX
cet-15117	11	24	be	be	AUX
cet-15117	11	25	combined	combine	VERB
cet-15117	11	26	with	with	ADP
cet-15117	11	27	loss	loss	NOUN
cet-15117	11	28	and	and	CCONJ
cet-15117	11	29	fatality	fatality	NOUN
cet-15117	11	30	models	model	NOUN
cet-15117	11	31	to	to	PART
cet-15117	11	32	calculate	calculate	VERB
cet-15117	11	33	a	a	DET
cet-15117	11	34	risk	risk	NOUN
cet-15117	11	35	assessment	assessment	NOUN
cet-15117	11	36	.	.	PUNCT
cet-15117	12	1	we	we	PRON
cet-15117	12	2	used	use	VERB
cet-15117	12	3	the	the	DET
cet-15117	12	4	flacs	flac	NOUN
cet-15117	12	5	-	-	PUNCT
cet-15117	12	6	cfd	cfd	NOUN
cet-15117	12	7	model	model	NOUN
cet-15117	12	8	to	to	PART
cet-15117	12	9	demonstrate	demonstrate	VERB
cet-15117	12	10	the	the	DET
cet-15117	12	11	method	method	NOUN
cet-15117	12	12	for	for	ADP
cet-15117	12	13	an	an	DET
cet-15117	12	14	example	example	NOUN
cet-15117	12	15	case	case	NOUN
cet-15117	12	16	,	,	PUNCT
cet-15117	12	17	focused	focus	VERB
cet-15117	12	18	on	on	ADP
cet-15117	12	19	a	a	DET
cet-15117	12	20	dispersion	dispersion	NOUN
cet-15117	12	21	scenario	scenario	NOUN
cet-15117	12	22	with	with	ADP
cet-15117	12	23	a	a	DET
cet-15117	12	24	single	single	ADJ
cet-15117	12	25	leak	leak	NOUN
cet-15117	12	26	and	and	CCONJ
cet-15117	12	27	predictions	prediction	NOUN
cet-15117	12	28	for	for	ADP
cet-15117	12	29	equivalent	equivalent	ADJ
cet-15117	12	30	cloud	cloud	NOUN
cet-15117	12	31	volume	volume	NOUN
cet-15117	12	32	.	.	PUNCT
cet-15117	13	1	the	the	DET
cet-15117	13	2	method	method	NOUN
cet-15117	13	3	could	could	AUX
cet-15117	13	4	be	be	AUX
cet-15117	13	5	implemented	implement	VERB
cet-15117	13	6	for	for	ADP
cet-15117	13	7	other	other	ADJ
cet-15117	13	8	scenario	scenario	NOUN
cet-15117	13	9	types	type	NOUN
cet-15117	13	10	and	and	CCONJ
cet-15117	13	11	other	other	ADJ
cet-15117	13	12	predictions	prediction	NOUN
cet-15117	13	13	,	,	PUNCT
cet-15117	13	14	and	and	CCONJ
cet-15117	13	15	for	for	ADP
cet-15117	13	16	other	other	ADJ
cet-15117	13	17	cfd	cfd	NOUN
cet-15117	13	18	models	model	NOUN
cet-15117	13	19	.	.	PUNCT
cet-15117	14	1	the	the	DET
cet-15117	14	2	results	result	NOUN
cet-15117	14	3	are	be	AUX
cet-15117	14	4	promising	promise	VERB
cet-15117	14	5	,	,	PUNCT
cet-15117	14	6	suggesting	suggest	VERB
cet-15117	14	7	that	that	SCONJ
cet-15117	14	8	this	this	DET
cet-15117	14	9	type	type	NOUN
cet-15117	14	10	of	of	ADP
cet-15117	14	11	surrogate	surrogate	NOUN
cet-15117	14	12	may	may	AUX
cet-15117	14	13	be	be	AUX
cet-15117	14	14	useful	useful	ADJ
cet-15117	14	15	for	for	ADP
cet-15117	14	16	risk	risk	NOUN
cet-15117	14	17	studies	study	NOUN
cet-15117	14	18	,	,	PUNCT
cet-15117	14	19	where	where	SCONJ
cet-15117	14	20	it	it	PRON
cet-15117	14	21	is	be	AUX
cet-15117	14	22	helpful	helpful	ADJ
cet-15117	14	23	to	to	PART
cet-15117	14	24	have	have	VERB
cet-15117	14	25	many	many	ADJ
cet-15117	14	26	more	more	ADJ
cet-15117	14	27	predictions	prediction	NOUN
cet-15117	14	28	than	than	SCONJ
cet-15117	14	29	it	it	PRON
cet-15117	14	30	is	be	AUX
cet-15117	14	31	computationally	computationally	ADV
cet-15117	14	32	practical	practical	ADJ
cet-15117	14	33	to	to	PART
cet-15117	14	34	simulate	simulate	VERB
cet-15117	14	35	with	with	ADP
cet-15117	14	36	cfd	cfd	NOUN
cet-15117	14	37	.	.	PUNCT
cet-15117	15	1	1	1	X
cet-15117	15	2	.	.	X
cet-15117	15	3	introduction	introduction	NOUN
cet-15117	15	4	when	when	SCONJ
cet-15117	15	5	assessing	assess	VERB
cet-15117	15	6	risks	risk	NOUN
cet-15117	15	7	for	for	ADP
cet-15117	15	8	an	an	DET
cet-15117	15	9	installation	installation	NOUN
cet-15117	15	10	,	,	PUNCT
cet-15117	15	11	it	it	PRON
cet-15117	15	12	is	be	AUX
cet-15117	15	13	insufficient	insufficient	ADJ
cet-15117	15	14	to	to	PART
cet-15117	15	15	consider	consider	VERB
cet-15117	15	16	consequences	consequence	NOUN
cet-15117	15	17	from	from	ADP
cet-15117	15	18	only	only	ADV
cet-15117	15	19	one	one	NUM
cet-15117	15	20	scenario	scenario	NOUN
cet-15117	15	21	.	.	PUNCT
cet-15117	16	1	initial	initial	ADJ
cet-15117	16	2	conditions	condition	NOUN
cet-15117	16	3	may	may	AUX
cet-15117	16	4	vary	vary	VERB
cet-15117	16	5	and	and	CCONJ
cet-15117	16	6	the	the	DET
cet-15117	16	7	consequences	consequence	NOUN
cet-15117	16	8	of	of	ADP
cet-15117	16	9	an	an	DET
cet-15117	16	10	incident	incident	NOUN
cet-15117	16	11	under	under	ADP
cet-15117	16	12	any	any	DET
cet-15117	16	13	combination	combination	NOUN
cet-15117	16	14	of	of	ADP
cet-15117	16	15	these	these	PRON
cet-15117	16	16	should	should	AUX
cet-15117	16	17	be	be	AUX
cet-15117	16	18	considered	consider	VERB
cet-15117	16	19	in	in	ADP
cet-15117	16	20	a	a	DET
cet-15117	16	21	risk	risk	NOUN
cet-15117	16	22	study	study	NOUN
cet-15117	16	23	.	.	PUNCT
cet-15117	17	1	it	it	PRON
cet-15117	17	2	is	be	AUX
cet-15117	17	3	generally	generally	ADV
cet-15117	17	4	impractical	impractical	ADJ
cet-15117	17	5	to	to	PART
cet-15117	17	6	run	run	VERB
cet-15117	17	7	thousands	thousand	NOUN
cet-15117	17	8	of	of	ADP
cet-15117	17	9	simulations	simulation	NOUN
cet-15117	17	10	using	use	VERB
cet-15117	17	11	cfd	cfd	NOUN
cet-15117	17	12	(	(	PUNCT
cet-15117	17	13	to	to	PART
cet-15117	17	14	predict	predict	VERB
cet-15117	17	15	consequences	consequence	NOUN
cet-15117	17	16	from	from	ADP
cet-15117	17	17	thousands	thousand	NOUN
cet-15117	17	18	of	of	ADP
cet-15117	17	19	slightly	slightly	ADV
cet-15117	17	20	different	different	ADJ
cet-15117	17	21	scenarios	scenario	NOUN
cet-15117	17	22	)	)	PUNCT
cet-15117	17	23	and	and	CCONJ
cet-15117	17	24	this	this	PRON
cet-15117	17	25	raises	raise	VERB
cet-15117	17	26	issues	issue	NOUN
cet-15117	17	27	:	:	PUNCT
cet-15117	17	28	•	•	ADP
cet-15117	17	29	limiting	limit	VERB
cet-15117	17	30	the	the	DET
cet-15117	17	31	number	number	NOUN
cet-15117	17	32	of	of	ADP
cet-15117	17	33	initial	initial	ADJ
cet-15117	17	34	conditions	condition	NOUN
cet-15117	17	35	represented	represent	VERB
cet-15117	17	36	in	in	ADP
cet-15117	17	37	the	the	DET
cet-15117	17	38	study	study	NOUN
cet-15117	17	39	means	mean	VERB
cet-15117	17	40	that	that	SCONJ
cet-15117	17	41	not	not	PART
cet-15117	17	42	all	all	DET
cet-15117	17	43	risks	risk	NOUN
cet-15117	17	44	are	be	AUX
cet-15117	17	45	considered	consider	VERB
cet-15117	17	46	.	.	PUNCT
cet-15117	18	1	•	•	NUM
cet-15117	18	2	different	different	ADJ
cet-15117	18	3	experts	expert	NOUN
cet-15117	18	4	make	make	VERB
cet-15117	18	5	different	different	ADJ
cet-15117	18	6	,	,	PUNCT
cet-15117	18	7	equally	equally	ADV
cet-15117	18	8	justified	justified	ADJ
cet-15117	18	9	,	,	PUNCT
cet-15117	18	10	choices	choice	NOUN
cet-15117	18	11	for	for	ADP
cet-15117	18	12	which	which	PRON
cet-15117	18	13	scenarios	scenario	NOUN
cet-15117	18	14	to	to	PART
cet-15117	18	15	simulate	simulate	VERB
cet-15117	18	16	,	,	PUNCT
cet-15117	18	17	leading	lead	VERB
cet-15117	18	18	to	to	ADP
cet-15117	18	19	different	different	ADJ
cet-15117	18	20	risk	risk	NOUN
cet-15117	18	21	assessments	assessment	NOUN
cet-15117	18	22	for	for	ADP
cet-15117	18	23	the	the	DET
cet-15117	18	24	same	same	ADJ
cet-15117	18	25	case	case	NOUN
cet-15117	18	26	.	.	PUNCT
cet-15117	19	1	•	•	INTJ
cet-15117	19	2	it	it	PRON
cet-15117	19	3	is	be	AUX
cet-15117	19	4	possible	possible	ADJ
cet-15117	19	5	,	,	PUNCT
cet-15117	19	6	but	but	CCONJ
cet-15117	19	7	not	not	PART
cet-15117	19	8	always	always	ADV
cet-15117	19	9	appropriate	appropriate	ADJ
cet-15117	19	10	,	,	PUNCT
cet-15117	19	11	to	to	PART
cet-15117	19	12	interpolate	interpolate	VERB
cet-15117	19	13	between	between	ADP
cet-15117	19	14	simulated	simulate	VERB
cet-15117	19	15	consequences	consequence	NOUN
cet-15117	19	16	(	(	PUNCT
cet-15117	19	17	and	and	CCONJ
cet-15117	19	18	it	it	PRON
cet-15117	19	19	is	be	AUX
cet-15117	19	20	not	not	PART
cet-15117	19	21	easy	easy	ADJ
cet-15117	19	22	to	to	PART
cet-15117	19	23	discern	discern	VERB
cet-15117	19	24	whether	whether	SCONJ
cet-15117	19	25	or	or	CCONJ
cet-15117	19	26	not	not	PART
cet-15117	19	27	it	it	PRON
cet-15117	19	28	is	be	AUX
cet-15117	19	29	appropriate	appropriate	ADJ
cet-15117	19	30	for	for	ADP
cet-15117	19	31	a	a	DET
cet-15117	19	32	given	give	VERB
cet-15117	19	33	case	case	NOUN
cet-15117	19	34	)	)	PUNCT
cet-15117	19	35	.	.	PUNCT
cet-15117	20	1	•	•	NUM
cet-15117	20	2	the	the	DET
cet-15117	20	3	sensitivities	sensitivity	NOUN
cet-15117	20	4	of	of	ADP
cet-15117	20	5	cfd	cfd	NOUN
cet-15117	20	6	calculations	calculation	NOUN
cet-15117	20	7	to	to	ADP
cet-15117	20	8	different	different	ADJ
cet-15117	20	9	inputs	input	NOUN
cet-15117	20	10	are	be	AUX
cet-15117	20	11	not	not	PART
cet-15117	20	12	independent	independent	ADJ
cet-15117	20	13	,	,	PUNCT
cet-15117	20	14	so	so	ADV
cet-15117	20	15	one	one	NUM
cet-15117	20	16	-	-	PUNCT
cet-15117	20	17	dimensional	dimensional	ADJ
cet-15117	20	18	interpolation	interpolation	NOUN
cet-15117	20	19	is	be	AUX
cet-15117	20	20	generally	generally	ADV
cet-15117	20	21	inappropriate	inappropriate	ADJ
cet-15117	20	22	.	.	PUNCT
cet-15117	21	1	•	•	NUM
cet-15117	21	2	cfd	cfd	NOUN
cet-15117	21	3	models	model	NOUN
cet-15117	21	4	are	be	AUX
cet-15117	21	5	non	non	ADJ
cet-15117	21	6	-	-	ADJ
cet-15117	21	7	linear	linear	ADJ
cet-15117	21	8	,	,	PUNCT
cet-15117	21	9	which	which	PRON
cet-15117	21	10	may	may	AUX
cet-15117	21	11	lead	lead	VERB
cet-15117	21	12	to	to	ADP
cet-15117	21	13	local	local	ADJ
cet-15117	21	14	consequence	consequence	NOUN
cet-15117	21	15	peaks	peak	NOUN
cet-15117	21	16	in	in	ADP
cet-15117	21	17	some	some	DET
cet-15117	21	18	areas	area	NOUN
cet-15117	21	19	of	of	ADP
cet-15117	21	20	the	the	DET
cet-15117	21	21	input	input	NOUN
cet-15117	21	22	space	space	NOUN
cet-15117	21	23	.	.	PUNCT
cet-15117	22	1	such	such	ADJ
cet-15117	22	2	peaks	peak	NOUN
cet-15117	22	3	are	be	AUX
cet-15117	22	4	likely	likely	ADJ
cet-15117	22	5	to	to	PART
cet-15117	22	6	be	be	AUX
cet-15117	22	7	missed	miss	VERB
cet-15117	22	8	if	if	SCONJ
cet-15117	22	9	one	one	NUM
cet-15117	22	10	-	-	PUNCT
cet-15117	22	11	dimensional	dimensional	ADJ
cet-15117	22	12	interpolation	interpolation	NOUN
cet-15117	22	13	is	be	AUX
cet-15117	22	14	used	use	VERB
cet-15117	22	15	.	.	PUNCT
cet-15117	23	1	a	a	DET
cet-15117	23	2	surrogate	surrogate	ADJ
cet-15117	23	3	model	model	NOUN
cet-15117	23	4	,	,	PUNCT
cet-15117	23	5	built	build	VERB
cet-15117	23	6	for	for	ADP
cet-15117	23	7	the	the	DET
cet-15117	23	8	geometry	geometry	NOUN
cet-15117	23	9	and	and	CCONJ
cet-15117	23	10	conditions	condition	NOUN
cet-15117	23	11	of	of	ADP
cet-15117	23	12	a	a	DET
cet-15117	23	13	specific	specific	ADJ
cet-15117	23	14	case	case	NOUN
cet-15117	23	15	,	,	PUNCT
cet-15117	23	16	can	can	AUX
cet-15117	23	17	estimate	estimate	VERB
cet-15117	23	18	predictions	prediction	NOUN
cet-15117	23	19	at	at	ADP
cet-15117	23	20	trivial	trivial	ADJ
cet-15117	23	21	computational	computational	ADJ
cet-15117	23	22	expense	expense	NOUN
cet-15117	23	23	.	.	PUNCT
cet-15117	24	1	where	where	SCONJ
cet-15117	24	2	a	a	DET
cet-15117	24	3	project	project	NOUN
cet-15117	24	4	has	have	VERB
cet-15117	24	5	a	a	DET
cet-15117	24	6	budget	budget	NOUN
cet-15117	24	7	of	of	ADP
cet-15117	24	8	1000	1000	NUM
cet-15117	24	9	cfd	cfd	NOUN
cet-15117	24	10	simulations	simulation	NOUN
cet-15117	24	11	,	,	PUNCT
cet-15117	24	12	it	it	PRON
cet-15117	24	13	may	may	AUX
cet-15117	24	14	be	be	AUX
cet-15117	24	15	beneficial	beneficial	ADJ
cet-15117	24	16	to	to	PART
cet-15117	24	17	use	use	VERB
cet-15117	24	18	those	those	PRON
cet-15117	24	19	to	to	PART
cet-15117	24	20	build	build	VERB
cet-15117	24	21	a	a	DET
cet-15117	24	22	surrogate	surrogate	NOUN
cet-15117	24	23	,	,	PUNCT
cet-15117	24	24	from	from	ADP
cet-15117	24	25	which	which	PRON
cet-15117	24	26	tens	ten	NOUN
cet-15117	24	27	of	of	ADP
cet-15117	24	28	thousands	thousand	NOUN
cet-15117	24	29	of	of	ADP
cet-15117	24	30	predictions	prediction	NOUN
cet-15117	24	31	can	can	AUX
cet-15117	24	32	be	be	AUX
cet-15117	24	33	calculated	calculate	VERB
cet-15117	24	34	.	.	PUNCT
cet-15117	25	1	this	this	PRON
cet-15117	25	2	may	may	AUX
cet-15117	25	3	result	result	VERB
cet-15117	25	4	in	in	ADP
cet-15117	25	5	an	an	DET
cet-15117	25	6	accurate	accurate	ADJ
cet-15117	25	7	range	range	NOUN
cet-15117	25	8	of	of	ADP
cet-15117	25	9	predictions	prediction	NOUN
cet-15117	25	10	that	that	PRON
cet-15117	25	11	covers	cover	VERB
cet-15117	25	12	the	the	DET
cet-15117	25	13	range	range	NOUN
cet-15117	25	14	of	of	ADP
cet-15117	25	15	initial	initial	ADJ
cet-15117	25	16	conditions	condition	NOUN
cet-15117	25	17	more	more	ADV
cet-15117	25	18	thoroughly	thoroughly	ADV
cet-15117	25	19	than	than	ADP
cet-15117	25	20	1000	1000	NUM
cet-15117	25	21	direct	direct	ADJ
cet-15117	25	22	simulations	simulation	NOUN
cet-15117	25	23	could	could	AUX
cet-15117	25	24	.	.	PUNCT
cet-15117	26	1	49	49	NUM
cet-15117	26	2	our	our	PRON
cet-15117	26	3	goal	goal	NOUN
cet-15117	26	4	is	be	AUX
cet-15117	26	5	to	to	PART
cet-15117	26	6	implement	implement	VERB
cet-15117	26	7	this	this	PRON
cet-15117	26	8	for	for	ADP
cet-15117	26	9	a	a	DET
cet-15117	26	10	realistic	realistic	ADJ
cet-15117	26	11	case	case	NOUN
cet-15117	26	12	and	and	CCONJ
cet-15117	26	13	to	to	PART
cet-15117	26	14	assess	assess	VERB
cet-15117	26	15	the	the	DET
cet-15117	26	16	reliability	reliability	NOUN
cet-15117	26	17	of	of	ADP
cet-15117	26	18	the	the	DET
cet-15117	26	19	resulting	result	VERB
cet-15117	26	20	predictions	prediction	NOUN
cet-15117	26	21	.	.	PUNCT
cet-15117	27	1	ideally	ideally	ADV
cet-15117	27	2	,	,	PUNCT
cet-15117	27	3	we	we	PRON
cet-15117	27	4	hope	hope	VERB
cet-15117	27	5	for	for	ADP
cet-15117	27	6	more	more	ADJ
cet-15117	27	7	information	information	NOUN
cet-15117	27	8	at	at	ADP
cet-15117	27	9	lower	low	ADJ
cet-15117	27	10	computational	computational	ADJ
cet-15117	27	11	expense	expense	NOUN
cet-15117	27	12	with	with	ADP
cet-15117	27	13	no	no	DET
cet-15117	27	14	reduction	reduction	NOUN
cet-15117	27	15	in	in	ADP
cet-15117	27	16	accuracy	accuracy	NOUN
cet-15117	27	17	.	.	PUNCT
cet-15117	28	1	our	our	PRON
cet-15117	28	2	prototype	prototype	NOUN
cet-15117	28	3	selects	select	VERB
cet-15117	28	4	scenarios	scenario	NOUN
cet-15117	28	5	to	to	PART
cet-15117	28	6	simulate	simulate	VERB
cet-15117	28	7	,	,	PUNCT
cet-15117	28	8	runs	run	VERB
cet-15117	28	9	cfd	cfd	NOUN
cet-15117	28	10	simulations	simulation	NOUN
cet-15117	28	11	,	,	PUNCT
cet-15117	28	12	uses	use	VERB
cet-15117	28	13	the	the	DET
cet-15117	28	14	cfd	cfd	NOUN
cet-15117	28	15	-	-	PUNCT
cet-15117	28	16	output	output	NOUN
cet-15117	28	17	to	to	PART
cet-15117	28	18	build	build	VERB
cet-15117	28	19	a	a	DET
cet-15117	28	20	surrogate	surrogate	ADJ
cet-15117	28	21	model	model	NOUN
cet-15117	28	22	,	,	PUNCT
cet-15117	28	23	and	and	CCONJ
cet-15117	28	24	then	then	ADV
cet-15117	28	25	uses	use	VERB
cet-15117	28	26	the	the	DET
cet-15117	28	27	surrogate	surrogate	ADJ
cet-15117	28	28	model	model	NOUN
cet-15117	28	29	to	to	PART
cet-15117	28	30	calculate	calculate	VERB
cet-15117	28	31	predictions	prediction	NOUN
cet-15117	28	32	.	.	PUNCT
cet-15117	29	1	the	the	DET
cet-15117	29	2	result	result	NOUN
cet-15117	29	3	is	be	AUX
cet-15117	29	4	a	a	DET
cet-15117	29	5	distribution	distribution	NOUN
cet-15117	29	6	that	that	PRON
cet-15117	29	7	represents	represent	VERB
cet-15117	29	8	the	the	DET
cet-15117	29	9	estimated	estimate	VERB
cet-15117	29	10	frequency	frequency	NOUN
cet-15117	29	11	of	of	ADP
cet-15117	29	12	the	the	DET
cet-15117	29	13	predicted	predict	VERB
cet-15117	29	14	consequence	consequence	NOUN
cet-15117	29	15	.	.	PUNCT
cet-15117	30	1	it	it	PRON
cet-15117	30	2	is	be	AUX
cet-15117	30	3	straightforward	straightforward	ADJ
cet-15117	30	4	to	to	PART
cet-15117	30	5	test	test	VERB
cet-15117	30	6	whether	whether	SCONJ
cet-15117	30	7	enough	enough	ADJ
cet-15117	30	8	predictions	prediction	NOUN
cet-15117	30	9	have	have	AUX
cet-15117	30	10	been	be	AUX
cet-15117	30	11	calculated	calculate	VERB
cet-15117	30	12	by	by	ADP
cet-15117	30	13	increasing	increase	VERB
cet-15117	30	14	the	the	DET
cet-15117	30	15	number	number	NOUN
cet-15117	30	16	of	of	ADP
cet-15117	30	17	predictions	prediction	NOUN
cet-15117	30	18	and	and	CCONJ
cet-15117	30	19	comparing	compare	VERB
cet-15117	30	20	the	the	DET
cet-15117	30	21	resulting	result	VERB
cet-15117	30	22	prediction	prediction	NOUN
cet-15117	30	23	distribution	distribution	NOUN
cet-15117	30	24	.	.	PUNCT
cet-15117	31	1	if	if	SCONJ
cet-15117	31	2	enough	enough	ADJ
cet-15117	31	3	predictions	prediction	NOUN
cet-15117	31	4	have	have	AUX
cet-15117	31	5	been	be	AUX
cet-15117	31	6	calculated	calculate	VERB
cet-15117	31	7	,	,	PUNCT
cet-15117	31	8	then	then	ADV
cet-15117	31	9	their	their	PRON
cet-15117	31	10	distribution	distribution	NOUN
cet-15117	31	11	will	will	AUX
cet-15117	31	12	not	not	PART
cet-15117	31	13	change	change	VERB
cet-15117	31	14	as	as	ADP
cet-15117	31	15	the	the	DET
cet-15117	31	16	number	number	NOUN
cet-15117	31	17	of	of	ADP
cet-15117	31	18	predictions	prediction	NOUN
cet-15117	31	19	increases	increase	NOUN
cet-15117	31	20	.	.	PUNCT
cet-15117	32	1	the	the	DET
cet-15117	32	2	frequency	frequency	NOUN
cet-15117	32	3	distributions	distribution	NOUN
cet-15117	32	4	calculated	calculate	VERB
cet-15117	32	5	using	use	VERB
cet-15117	32	6	the	the	DET
cet-15117	32	7	surrogate	surrogate	ADJ
cet-15117	32	8	model	model	NOUN
cet-15117	32	9	can	can	AUX
cet-15117	32	10	be	be	AUX
cet-15117	32	11	combined	combine	VERB
cet-15117	32	12	with	with	ADP
cet-15117	32	13	loss	loss	NOUN
cet-15117	32	14	and	and	CCONJ
cet-15117	32	15	fatality	fatality	NOUN
cet-15117	32	16	models	model	NOUN
cet-15117	32	17	to	to	PART
cet-15117	32	18	account	account	VERB
cet-15117	32	19	for	for	ADP
cet-15117	32	20	cost	cost	NOUN
cet-15117	32	21	to	to	PART
cet-15117	32	22	complete	complete	VERB
cet-15117	32	23	a	a	DET
cet-15117	32	24	risk	risk	NOUN
cet-15117	32	25	assessment	assessment	NOUN
cet-15117	32	26	.	.	PUNCT
cet-15117	33	1	if	if	SCONJ
cet-15117	33	2	inspection	inspection	NOUN
cet-15117	33	3	of	of	ADP
cet-15117	33	4	results	result	NOUN
cet-15117	33	5	leads	lead	VERB
cet-15117	33	6	to	to	ADP
cet-15117	33	7	a	a	DET
cet-15117	33	8	requirement	requirement	NOUN
cet-15117	33	9	for	for	ADP
cet-15117	33	10	more	more	ADJ
cet-15117	33	11	predictions	prediction	NOUN
cet-15117	33	12	,	,	PUNCT
cet-15117	33	13	then	then	ADV
cet-15117	33	14	it	it	PRON
cet-15117	33	15	is	be	AUX
cet-15117	33	16	trivial	trivial	ADJ
cet-15117	33	17	to	to	PART
cet-15117	33	18	calculate	calculate	VERB
cet-15117	33	19	these	these	PRON
cet-15117	33	20	.	.	PUNCT
cet-15117	34	1	we	we	PRON
cet-15117	34	2	consider	consider	VERB
cet-15117	34	3	simple	simple	ADJ
cet-15117	34	4	interpolation	interpolation	NOUN
cet-15117	34	5	methods	method	NOUN
cet-15117	34	6	,	,	PUNCT
cet-15117	34	7	since	since	SCONJ
cet-15117	34	8	these	these	PRON
cet-15117	34	9	are	be	AUX
cet-15117	34	10	similar	similar	ADJ
cet-15117	34	11	to	to	ADP
cet-15117	34	12	the	the	DET
cet-15117	34	13	approach	approach	NOUN
cet-15117	34	14	commonly	commonly	ADV
cet-15117	34	15	taken	take	VERB
cet-15117	34	16	manually	manually	ADV
cet-15117	34	17	in	in	ADP
cet-15117	34	18	safety	safety	NOUN
cet-15117	34	19	studies	study	NOUN
cet-15117	34	20	,	,	PUNCT
cet-15117	34	21	and	and	CCONJ
cet-15117	34	22	we	we	PRON
cet-15117	34	23	also	also	ADV
cet-15117	34	24	consider	consider	VERB
cet-15117	34	25	a	a	DET
cet-15117	34	26	more	more	ADV
cet-15117	34	27	complex	complex	ADJ
cet-15117	34	28	method	method	NOUN
cet-15117	34	29	,	,	PUNCT
cet-15117	34	30	combining	combine	VERB
cet-15117	34	31	a	a	DET
cet-15117	34	32	gaussian	gaussian	ADJ
cet-15117	34	33	process	process	NOUN
cet-15117	34	34	model	model	NOUN
cet-15117	34	35	with	with	ADP
cet-15117	34	36	a	a	DET
cet-15117	34	37	recurrent	recurrent	ADJ
cet-15117	34	38	neural	neural	ADJ
cet-15117	34	39	network	network	NOUN
cet-15117	34	40	.	.	PUNCT
cet-15117	35	1	this	this	DET
cet-15117	35	2	latter	latter	ADJ
cet-15117	35	3	approach	approach	NOUN
cet-15117	35	4	has	have	AUX
cet-15117	35	5	been	be	AUX
cet-15117	35	6	used	use	VERB
cet-15117	35	7	for	for	ADP
cet-15117	35	8	cfd	cfd	NOUN
cet-15117	35	9	in	in	ADP
cet-15117	35	10	wind	wind	NOUN
cet-15117	35	11	engineering	engineering	NOUN
cet-15117	35	12	(	(	PUNCT
cet-15117	35	13	weerasuriya	weerasuriya	PROPN
cet-15117	35	14	et	et	PROPN
cet-15117	35	15	al	al	PROPN
cet-15117	35	16	,	,	PUNCT
cet-15117	35	17	2021	2021	NUM
cet-15117	35	18	)	)	PUNCT
cet-15117	35	19	,	,	PUNCT
cet-15117	35	20	but	but	CCONJ
cet-15117	35	21	generally	generally	ADV
cet-15117	35	22	with	with	ADP
cet-15117	35	23	fewer	few	ADJ
cet-15117	35	24	varying	vary	VERB
cet-15117	35	25	inputs	input	NOUN
cet-15117	35	26	than	than	SCONJ
cet-15117	35	27	we	we	PRON
cet-15117	35	28	look	look	VERB
cet-15117	35	29	at	at	ADP
cet-15117	35	30	here	here	ADV
cet-15117	35	31	,	,	PUNCT
cet-15117	35	32	and	and	CCONJ
cet-15117	35	33	without	without	ADP
cet-15117	35	34	coupling	couple	VERB
cet-15117	35	35	the	the	DET
cet-15117	35	36	gaussian	gaussian	ADJ
cet-15117	35	37	process	process	NOUN
cet-15117	35	38	model	model	NOUN
cet-15117	35	39	to	to	ADP
cet-15117	35	40	a	a	DET
cet-15117	35	41	recurrent	recurrent	ADJ
cet-15117	35	42	neural	neural	ADJ
cet-15117	35	43	network	network	NOUN
cet-15117	35	44	.	.	PUNCT
cet-15117	36	1	using	use	VERB
cet-15117	36	2	a	a	DET
cet-15117	36	3	gaussian	gaussian	ADJ
cet-15117	36	4	process	process	NOUN
cet-15117	36	5	model	model	NOUN
cet-15117	36	6	with	with	ADP
cet-15117	36	7	a	a	DET
cet-15117	36	8	recurrent	recurrent	ADJ
cet-15117	36	9	neural	neural	ADJ
cet-15117	36	10	network	network	NOUN
cet-15117	36	11	has	have	AUX
cet-15117	36	12	been	be	AUX
cet-15117	36	13	applied	apply	VERB
cet-15117	36	14	successfully	successfully	ADV
cet-15117	36	15	for	for	ADP
cet-15117	36	16	timeseries	timeserie	NOUN
cet-15117	36	17	predictions	prediction	NOUN
cet-15117	36	18	in	in	ADP
cet-15117	36	19	other	other	ADJ
cet-15117	36	20	fields	field	NOUN
cet-15117	36	21	,	,	PUNCT
cet-15117	36	22	such	such	ADJ
cet-15117	36	23	as	as	ADP
cet-15117	36	24	battery	battery	NOUN
cet-15117	36	25	health	health	NOUN
cet-15117	36	26	and	and	CCONJ
cet-15117	36	27	mackey	mackey	PROPN
cet-15117	36	28	-	-	PUNCT
cet-15117	36	29	glass	glass	NOUN
cet-15117	36	30	timeseries	timeserie	NOUN
cet-15117	36	31	forecasting	forecasting	NOUN
cet-15117	36	32	(	(	PUNCT
cet-15117	36	33	sun	sun	PROPN
cet-15117	36	34	et	et	PROPN
cet-15117	36	35	al	al	PROPN
cet-15117	36	36	.	.	PROPN
cet-15117	36	37	,	,	PUNCT
cet-15117	36	38	2022	2022	NUM
cet-15117	36	39	)	)	PUNCT
cet-15117	36	40	,	,	PUNCT
cet-15117	36	41	and	and	CCONJ
cet-15117	36	42	to	to	PART
cet-15117	36	43	model	model	NOUN
cet-15117	36	44	timeseries	timeserie	NOUN
cet-15117	36	45	data	datum	NOUN
cet-15117	36	46	with	with	ADP
cet-15117	36	47	multiple	multiple	ADJ
cet-15117	36	48	parameters	parameter	NOUN
cet-15117	36	49	for	for	ADP
cet-15117	36	50	detecting	detect	VERB
cet-15117	36	51	serious	serious	ADJ
cet-15117	36	52	health	health	NOUN
cet-15117	36	53	conditions	condition	NOUN
cet-15117	36	54	(	(	PUNCT
cet-15117	36	55	futoma	futoma	NOUN
cet-15117	36	56	et	et	PROPN
cet-15117	36	57	al	al	PROPN
cet-15117	36	58	,	,	PUNCT
cet-15117	36	59	2017	2017	NUM
cet-15117	36	60	)	)	PUNCT
cet-15117	36	61	.	.	PUNCT
cet-15117	37	1	this	this	PRON
cet-15117	37	2	suggests	suggest	VERB
cet-15117	37	3	it	it	PRON
cet-15117	37	4	may	may	AUX
cet-15117	37	5	be	be	AUX
cet-15117	37	6	an	an	DET
cet-15117	37	7	effective	effective	ADJ
cet-15117	37	8	surrogate	surrogate	ADJ
cet-15117	37	9	approach	approach	NOUN
cet-15117	37	10	for	for	ADP
cet-15117	37	11	a	a	DET
cet-15117	37	12	typical	typical	ADJ
cet-15117	37	13	cfd	cfd	NOUN
cet-15117	37	14	-	-	PUNCT
cet-15117	37	15	based	base	VERB
cet-15117	37	16	risk	risk	NOUN
cet-15117	37	17	study	study	NOUN
cet-15117	37	18	.	.	PUNCT
cet-15117	38	1	2	2	X
cet-15117	38	2	.	.	NOUN
cet-15117	38	3	example	example	NOUN
cet-15117	38	4	case	case	NOUN
cet-15117	38	5	we	we	PRON
cet-15117	38	6	anticipate	anticipate	VERB
cet-15117	38	7	a	a	DET
cet-15117	38	8	surrogate	surrogate	NOUN
cet-15117	38	9	be	be	AUX
cet-15117	38	10	useful	useful	ADJ
cet-15117	38	11	when	when	SCONJ
cet-15117	38	12	dispersion	dispersion	NOUN
cet-15117	38	13	simulations	simulation	NOUN
cet-15117	38	14	are	be	AUX
cet-15117	38	15	used	use	VERB
cet-15117	38	16	to	to	PART
cet-15117	38	17	predict	predict	VERB
cet-15117	38	18	a	a	DET
cet-15117	38	19	distribution	distribution	NOUN
cet-15117	38	20	of	of	ADP
cet-15117	38	21	cloud	cloud	NOUN
cet-15117	38	22	properties	property	NOUN
cet-15117	38	23	for	for	ADP
cet-15117	38	24	later	later	ADJ
cet-15117	38	25	explosion	explosion	NOUN
cet-15117	38	26	simulations	simulation	NOUN
cet-15117	38	27	.	.	PUNCT
cet-15117	39	1	our	our	PRON
cet-15117	39	2	example	example	NOUN
cet-15117	39	3	case	case	NOUN
cet-15117	39	4	is	be	AUX
cet-15117	39	5	a	a	DET
cet-15117	39	6	release	release	NOUN
cet-15117	39	7	from	from	ADP
cet-15117	39	8	a	a	DET
cet-15117	39	9	point	point	NOUN
cet-15117	39	10	-	-	PUNCT
cet-15117	39	11	leak	leak	NOUN
cet-15117	39	12	of	of	ADP
cet-15117	39	13	light	light	ADJ
cet-15117	39	14	gas	gas	NOUN
cet-15117	39	15	(	(	PUNCT
cet-15117	39	16	99	99	NUM
cet-15117	39	17	%	%	NOUN
cet-15117	39	18	methane	methane	NOUN
cet-15117	39	19	,	,	PUNCT
cet-15117	39	20	1	1	NUM
cet-15117	39	21	%	%	NOUN
cet-15117	39	22	ethane	ethane	NOUN
cet-15117	39	23	)	)	PUNCT
cet-15117	39	24	in	in	ADP
cet-15117	39	25	a	a	DET
cet-15117	39	26	congested	congested	ADJ
cet-15117	39	27	region	region	NOUN
cet-15117	39	28	in	in	ADP
cet-15117	39	29	offshore	offshore	ADJ
cet-15117	39	30	platform	platform	NOUN
cet-15117	39	31	in	in	ADP
cet-15117	39	32	figure	figure	NOUN
cet-15117	39	33	1	1	NUM
cet-15117	39	34	.	.	PUNCT
cet-15117	40	1	the	the	DET
cet-15117	40	2	leak	leak	NOUN
cet-15117	40	3	position	position	NOUN
cet-15117	40	4	and	and	CCONJ
cet-15117	40	5	orientation	orientation	NOUN
cet-15117	40	6	were	be	AUX
cet-15117	40	7	varied	varied	ADJ
cet-15117	40	8	along	along	ADP
cet-15117	40	9	with	with	ADP
cet-15117	40	10	other	other	ADJ
cet-15117	40	11	initial	initial	ADJ
cet-15117	40	12	conditions	condition	NOUN
cet-15117	40	13	,	,	PUNCT
cet-15117	40	14	and	and	CCONJ
cet-15117	40	15	we	we	PRON
cet-15117	40	16	looked	look	VERB
cet-15117	40	17	at	at	ADP
cet-15117	40	18	equivalent	equivalent	ADJ
cet-15117	40	19	cloud	cloud	NOUN
cet-15117	40	20	volume	volume	NOUN
cet-15117	40	21	(	(	PUNCT
cet-15117	40	22	q9	q9	PROPN
cet-15117	40	23	volume	volume	NOUN
cet-15117	40	24	)	)	PUNCT
cet-15117	40	25	predictions	prediction	NOUN
cet-15117	40	26	.	.	PUNCT
cet-15117	41	1	figure	figure	VERB
cet-15117	41	2	1.small	1.small	NUM
cet-15117	41	3	offshore	offshore	ADJ
cet-15117	41	4	platform	platform	NOUN
cet-15117	41	5	used	use	VERB
cet-15117	41	6	as	as	ADP
cet-15117	41	7	an	an	DET
cet-15117	41	8	example	example	NOUN
cet-15117	41	9	case	case	NOUN
cet-15117	41	10	.	.	PUNCT
cet-15117	42	1	2.1	2.1	NUM
cet-15117	42	2	initial	initial	ADJ
cet-15117	42	3	conditions	condition	NOUN
cet-15117	42	4	initial	initial	ADJ
cet-15117	42	5	conditions	condition	NOUN
cet-15117	42	6	were	be	AUX
cet-15117	42	7	varied	varied	ADJ
cet-15117	42	8	following	follow	VERB
cet-15117	42	9	realistic	realistic	ADJ
cet-15117	42	10	assumptions	assumption	NOUN
cet-15117	42	11	for	for	ADP
cet-15117	42	12	a	a	DET
cet-15117	42	13	risk	risk	NOUN
cet-15117	42	14	study	study	NOUN
cet-15117	42	15	:	:	PUNCT
cet-15117	42	16	•	•	NOUN
cet-15117	42	17	wind	wind	NOUN
cet-15117	42	18	speed	speed	NOUN
cet-15117	42	19	:	:	PUNCT
cet-15117	42	20	gaussian	gaussian	ADJ
cet-15117	42	21	distribution	distribution	NOUN
cet-15117	42	22	,	,	PUNCT
cet-15117	42	23	centred	centre	VERB
cet-15117	42	24	on	on	ADP
cet-15117	42	25	9	9	NUM
cet-15117	42	26	ms-1	ms-1	NOUN
cet-15117	42	27	,	,	PUNCT
cet-15117	42	28	with	with	ADP
cet-15117	42	29	standard	standard	ADJ
cet-15117	42	30	deviation	deviation	NOUN
cet-15117	42	31	3	3	NUM
cet-15117	42	32	ms-1	ms-1	NOUN
cet-15117	42	33	.	.	NOUN
cet-15117	43	1	•	•	NUM
cet-15117	43	2	wind	wind	NOUN
cet-15117	43	3	direction	direction	NOUN
cet-15117	43	4	:	:	PUNCT
cet-15117	43	5	gaussian	gaussian	ADJ
cet-15117	43	6	distribution	distribution	NOUN
cet-15117	43	7	,	,	PUNCT
cet-15117	43	8	centred	centre	VERB
cet-15117	43	9	on	on	ADP
cet-15117	43	10	270	270	NUM
cet-15117	43	11	°	°	NOUN
cet-15117	43	12	from	from	ADP
cet-15117	43	13	north	north	NOUN
cet-15117	43	14	,	,	PUNCT
cet-15117	43	15	with	with	ADP
cet-15117	43	16	a	a	DET
cet-15117	43	17	standard	standard	ADJ
cet-15117	43	18	deviation	deviation	NOUN
cet-15117	43	19	of	of	ADP
cet-15117	43	20	60	60	NUM
cet-15117	43	21	°	°	NUM
cet-15117	43	22	.	.	NOUN
cet-15117	43	23	•	•	PROPN
cet-15117	43	24	pasquil	pasquil	PROPN
cet-15117	43	25	classes	class	NOUN
cet-15117	43	26	:	:	PUNCT
cet-15117	44	1	d	d	X
cet-15117	44	2	,	,	PUNCT
cet-15117	44	3	e	e	PROPN
cet-15117	44	4	and	and	CCONJ
cet-15117	44	5	f.	f.	PROPN
cet-15117	44	6	•	•	PROPN
cet-15117	44	7	ambient	ambient	ADJ
cet-15117	44	8	temperature	temperature	NOUN
cet-15117	44	9	:	:	PUNCT
cet-15117	44	10	gaussian	gaussian	ADJ
cet-15117	44	11	distribution	distribution	NOUN
cet-15117	44	12	,	,	PUNCT
cet-15117	44	13	centred	centre	VERB
cet-15117	44	14	on	on	ADP
cet-15117	44	15	20	20	NUM
cet-15117	44	16	°	°	NOUN
cet-15117	44	17	c	c	NOUN
cet-15117	44	18	,	,	PUNCT
cet-15117	44	19	with	with	ADP
cet-15117	44	20	standard	standard	ADJ
cet-15117	44	21	deviation	deviation	NOUN
cet-15117	44	22	5	5	NUM
cet-15117	44	23	°	°	SYM
cet-15117	44	24	c	c	NOUN
cet-15117	44	25	.	.	NOUN
cet-15117	44	26	•	•	NUM
cet-15117	44	27	ambient	ambient	ADJ
cet-15117	44	28	pressure	pressure	NOUN
cet-15117	44	29	:	:	PUNCT
cet-15117	44	30	gaussian	gaussian	ADJ
cet-15117	44	31	distribution	distribution	NOUN
cet-15117	44	32	,	,	PUNCT
cet-15117	44	33	centred	centre	VERB
cet-15117	44	34	on	on	ADP
cet-15117	44	35	10	10	NUM
cet-15117	44	36	0000	0000	NUM
cet-15117	44	37	pa	pa	NOUN
cet-15117	44	38	,	,	PUNCT
cet-15117	44	39	with	with	ADP
cet-15117	44	40	standard	standard	ADJ
cet-15117	44	41	deviation	deviation	NOUN
cet-15117	44	42	1500	1500	NUM
cet-15117	44	43	pa	pa	PROPN
cet-15117	44	44	.	.	PROPN
cet-15117	44	45	•	•	PROPN
cet-15117	44	46	leak	leak	NOUN
cet-15117	44	47	location	location	NOUN
cet-15117	44	48	:	:	PUNCT
cet-15117	44	49	varying	vary	VERB
cet-15117	44	50	uniformly	uniformly	ADV
cet-15117	44	51	in	in	ADP
cet-15117	44	52	x	x	SYM
cet-15117	44	53	between	between	ADP
cet-15117	44	54	98.5	98.5	NUM
cet-15117	44	55	and	and	CCONJ
cet-15117	44	56	115.5	115.5	NUM
cet-15117	44	57	m	m	NOUN
cet-15117	44	58	;	;	PUNCT
cet-15117	44	59	in	in	ADP
cet-15117	44	60	y	y	PROPN
cet-15117	44	61	between	between	ADP
cet-15117	44	62	96.0	96.0	NUM
cet-15117	44	63	and	and	CCONJ
cet-15117	44	64	102.0	102.0	NUM
cet-15117	44	65	m	m	NOUN
cet-15117	44	66	,	,	PUNCT
cet-15117	44	67	and	and	CCONJ
cet-15117	44	68	in	in	ADP
cet-15117	44	69	z	z	NOUN
cet-15117	44	70	between	between	ADP
cet-15117	44	71	11	11	NUM
cet-15117	44	72	and	and	CCONJ
cet-15117	44	73	16	16	NUM
cet-15117	44	74	m	m	NOUN
cet-15117	44	75	(	(	PUNCT
cet-15117	44	76	coordinates	coordinate	NOUN
cet-15117	44	77	give	give	VERB
cet-15117	44	78	position	position	NOUN
cet-15117	44	79	relative	relative	ADJ
cet-15117	44	80	to	to	ADP
cet-15117	44	81	the	the	DET
cet-15117	44	82	origin	origin	NOUN
cet-15117	44	83	in	in	ADP
cet-15117	44	84	the	the	DET
cet-15117	44	85	scenario	scenario	NOUN
cet-15117	44	86	geometry	geometry	NOUN
cet-15117	44	87	)	)	PUNCT
cet-15117	44	88	.	.	PUNCT
cet-15117	45	1	•	•	NUM
cet-15117	45	2	leak	leak	NOUN
cet-15117	45	3	direction	direction	NOUN
cet-15117	45	4	:	:	PUNCT
cet-15117	45	5	all	all	DET
cet-15117	45	6	directions	direction	NOUN
cet-15117	45	7	.	.	PUNCT
cet-15117	46	1	•	•	NUM
cet-15117	46	2	reservoir	reservoir	NOUN
cet-15117	46	3	pressure	pressure	NOUN
cet-15117	46	4	:	:	PUNCT
cet-15117	46	5	gaussian	gaussian	ADJ
cet-15117	46	6	distribution	distribution	NOUN
cet-15117	46	7	,	,	PUNCT
cet-15117	46	8	centred	centre	VERB
cet-15117	46	9	on	on	ADP
cet-15117	46	10	145	145	NUM
cet-15117	46	11	bar	bar	NOUN
cet-15117	46	12	,	,	PUNCT
cet-15117	46	13	with	with	ADP
cet-15117	46	14	standard	standard	ADJ
cet-15117	46	15	deviation	deviation	NOUN
cet-15117	46	16	0.725	0.725	NUM
cet-15117	46	17	bar	bar	NOUN
cet-15117	46	18	.	.	PUNCT
cet-15117	47	1	•	•	NUM
cet-15117	47	2	reservoir	reservoir	NOUN
cet-15117	47	3	temperature	temperature	NOUN
cet-15117	47	4	:	:	PUNCT
cet-15117	47	5	gaussian	gaussian	ADJ
cet-15117	47	6	distribution	distribution	NOUN
cet-15117	47	7	,	,	PUNCT
cet-15117	47	8	centred	centre	VERB
cet-15117	47	9	on	on	ADP
cet-15117	47	10	70	70	NUM
cet-15117	47	11	°	°	NOUN
cet-15117	47	12	c	c	NOUN
cet-15117	47	13	,	,	PUNCT
cet-15117	47	14	with	with	ADP
cet-15117	47	15	standard	standard	ADJ
cet-15117	47	16	deviation	deviation	NOUN
cet-15117	47	17	0.35	0.35	NUM
cet-15117	47	18	°	°	SYM
cet-15117	47	19	c	c	NOUN
cet-15117	47	20	.	.	PUNCT
cet-15117	47	21	•	•	NUM
cet-15117	47	22	leak	leak	NOUN
cet-15117	47	23	diameter	diameter	NOUN
cet-15117	47	24	:	:	PUNCT
cet-15117	47	25	uniform	uniform	ADJ
cet-15117	47	26	distribution	distribution	NOUN
cet-15117	47	27	between	between	ADP
cet-15117	47	28	0.01	0.01	NUM
cet-15117	47	29	m	m	NOUN
cet-15117	47	30	and	and	CCONJ
cet-15117	47	31	0.03	0.03	NUM
cet-15117	47	32	m.	m.	NOUN
cet-15117	47	33	3	3	NUM
cet-15117	47	34	.	.	PUNCT
cet-15117	47	35	code	code	NOUN
cet-15117	47	36	structure	structure	NOUN
cet-15117	47	37	our	our	PRON
cet-15117	47	38	prototype	prototype	NOUN
cet-15117	47	39	is	be	AUX
cet-15117	47	40	written	write	VERB
cet-15117	47	41	in	in	ADP
cet-15117	47	42	python3	python3	PROPN
cet-15117	47	43	and	and	CCONJ
cet-15117	47	44	uses	use	VERB
cet-15117	47	45	flacs	flac	NOUN
cet-15117	47	46	-	-	PUNCT
cet-15117	47	47	cfd	cfd	NOUN
cet-15117	47	48	software	software	NOUN
cet-15117	47	49	,	,	PUNCT
cet-15117	47	50	and	and	CCONJ
cet-15117	47	51	the	the	DET
cet-15117	47	52	method	method	NOUN
cet-15117	47	53	is	be	AUX
cet-15117	47	54	outlined	outline	VERB
cet-15117	47	55	in	in	ADP
cet-15117	47	56	errore	errore	PROPN
cet-15117	47	57	.	.	PUNCT
cet-15117	47	58	l'origine	l'origine	PROPN
cet-15117	47	59	riferimento	riferimento	PROPN
cet-15117	47	60	non	non	PROPN
cet-15117	47	61	è	è	PROPN
cet-15117	47	62	stata	stata	PROPN
cet-15117	47	63	trovata	trovata	X
cet-15117	47	64	..	..	PUNCT
cet-15117	47	65	50	50	NUM
cet-15117	47	66	3.1	3.1	NUM
cet-15117	47	67	input	input	NOUN
cet-15117	47	68	script	script	NOUN
cet-15117	47	69	a	a	DET
cet-15117	47	70	user	user	NOUN
cet-15117	47	71	-	-	PUNCT
cet-15117	47	72	provided	provide	VERB
cet-15117	47	73	input	input	NOUN
cet-15117	47	74	script	script	NOUN
cet-15117	47	75	specifies	specifie	NOUN
cet-15117	47	76	which	which	PRON
cet-15117	47	77	initial	initial	ADJ
cet-15117	47	78	conditions	condition	NOUN
cet-15117	47	79	should	should	AUX
cet-15117	47	80	be	be	AUX
cet-15117	47	81	varied	varied	ADJ
cet-15117	47	82	,	,	PUNCT
cet-15117	47	83	and	and	CCONJ
cet-15117	47	84	how	how	SCONJ
cet-15117	47	85	,	,	PUNCT
cet-15117	47	86	and	and	CCONJ
cet-15117	47	87	sets	set	VERB
cet-15117	47	88	the	the	DET
cet-15117	47	89	maximum	maximum	ADJ
cet-15117	47	90	number	number	NOUN
cet-15117	47	91	of	of	ADP
cet-15117	47	92	cfd	cfd	NOUN
cet-15117	47	93	simulations	simulation	NOUN
cet-15117	47	94	to	to	PART
cet-15117	47	95	run	run	VERB
cet-15117	47	96	.	.	PUNCT
cet-15117	48	1	initial	initial	ADJ
cet-15117	48	2	conditions	condition	NOUN
cet-15117	48	3	that	that	PRON
cet-15117	48	4	vary	vary	VERB
cet-15117	48	5	are	be	AUX
cet-15117	48	6	specified	specify	VERB
cet-15117	48	7	as	as	ADP
cet-15117	48	8	a	a	DET
cet-15117	48	9	list	list	NOUN
cet-15117	48	10	of	of	ADP
cet-15117	48	11	fixed	fix	VERB
cet-15117	48	12	values	value	NOUN
cet-15117	48	13	or	or	CCONJ
cet-15117	48	14	as	as	ADP
cet-15117	48	15	a	a	DET
cet-15117	48	16	distribution	distribution	NOUN
cet-15117	48	17	.	.	PUNCT
cet-15117	49	1	if	if	SCONJ
cet-15117	49	2	fixed	fix	VERB
cet-15117	49	3	values	value	NOUN
cet-15117	49	4	are	be	AUX
cet-15117	49	5	supplied	supply	VERB
cet-15117	49	6	,	,	PUNCT
cet-15117	49	7	then	then	ADV
cet-15117	49	8	predictions	prediction	NOUN
cet-15117	49	9	are	be	AUX
cet-15117	49	10	calculated	calculate	VERB
cet-15117	49	11	for	for	ADP
cet-15117	49	12	each	each	DET
cet-15117	49	13	value	value	NOUN
cet-15117	49	14	and	and	CCONJ
cet-15117	49	15	no	no	DET
cet-15117	49	16	other	other	ADJ
cet-15117	49	17	values	value	NOUN
cet-15117	49	18	will	will	AUX
cet-15117	49	19	be	be	AUX
cet-15117	49	20	considered	consider	VERB
cet-15117	49	21	for	for	ADP
cet-15117	49	22	that	that	DET
cet-15117	49	23	parameter	parameter	NOUN
cet-15117	49	24	.	.	PUNCT
cet-15117	50	1	for	for	ADP
cet-15117	50	2	example	example	NOUN
cet-15117	50	3	,	,	PUNCT
cet-15117	50	4	if	if	SCONJ
cet-15117	50	5	3.2	3.2	NUM
cet-15117	50	6	,	,	PUNCT
cet-15117	50	7	4.5	4.5	NUM
cet-15117	50	8	and	and	CCONJ
cet-15117	50	9	6.7	6.7	NUM
cet-15117	50	10	ms-1	ms-1	NOUN
cet-15117	50	11	are	be	AUX
cet-15117	50	12	specified	specify	VERB
cet-15117	50	13	for	for	ADP
cet-15117	50	14	wind	wind	NOUN
cet-15117	50	15	speed	speed	NOUN
cet-15117	50	16	,	,	PUNCT
cet-15117	50	17	then	then	ADV
cet-15117	50	18	predictions	prediction	NOUN
cet-15117	50	19	for	for	ADP
cet-15117	50	20	these	these	PRON
cet-15117	50	21	,	,	PUNCT
cet-15117	50	22	and	and	CCONJ
cet-15117	50	23	no	no	DET
cet-15117	50	24	other	other	ADJ
cet-15117	50	25	,	,	PUNCT
cet-15117	50	26	wind	wind	NOUN
cet-15117	50	27	speeds	speed	NOUN
cet-15117	50	28	will	will	AUX
cet-15117	50	29	be	be	AUX
cet-15117	50	30	calculated	calculate	VERB
cet-15117	50	31	.	.	PUNCT
cet-15117	51	1	this	this	PRON
cet-15117	51	2	may	may	AUX
cet-15117	51	3	be	be	AUX
cet-15117	51	4	useful	useful	ADJ
cet-15117	51	5	when	when	SCONJ
cet-15117	51	6	a	a	DET
cet-15117	51	7	finite	finite	NOUN
cet-15117	51	8	set	set	NOUN
cet-15117	51	9	of	of	ADP
cet-15117	51	10	possibly	possibly	ADV
cet-15117	51	11	values	value	NOUN
cet-15117	51	12	is	be	AUX
cet-15117	51	13	known	know	VERB
cet-15117	51	14	for	for	ADP
cet-15117	51	15	an	an	DET
cet-15117	51	16	initial	initial	ADJ
cet-15117	51	17	condition	condition	NOUN
cet-15117	51	18	.	.	PUNCT
cet-15117	52	1	alternatively	alternatively	ADV
cet-15117	52	2	,	,	PUNCT
cet-15117	52	3	a	a	DET
cet-15117	52	4	distribution	distribution	NOUN
cet-15117	52	5	can	can	AUX
cet-15117	52	6	be	be	AUX
cet-15117	52	7	provided	provide	VERB
cet-15117	52	8	,	,	PUNCT
cet-15117	52	9	and	and	CCONJ
cet-15117	52	10	must	must	AUX
cet-15117	52	11	be	be	AUX
cet-15117	52	12	either	either	CCONJ
cet-15117	52	13	gaussian	gaussian	ADJ
cet-15117	52	14	,	,	PUNCT
cet-15117	52	15	lognormal	lognormal	ADJ
cet-15117	52	16	or	or	CCONJ
cet-15117	52	17	uniform	uniform	NOUN
cet-15117	52	18	.	.	PUNCT
cet-15117	53	1	the	the	DET
cet-15117	53	2	latter	latter	ADJ
cet-15117	53	3	is	be	AUX
cet-15117	53	4	defined	define	VERB
cet-15117	53	5	by	by	ADP
cet-15117	53	6	its	its	PRON
cet-15117	53	7	minimum	minimum	ADJ
cet-15117	53	8	and	and	CCONJ
cet-15117	53	9	maximum	maximum	ADJ
cet-15117	53	10	values	value	NOUN
cet-15117	53	11	and	and	CCONJ
cet-15117	53	12	the	the	DET
cet-15117	53	13	former	former	ADJ
cet-15117	53	14	two	two	NUM
cet-15117	53	15	are	be	AUX
cet-15117	53	16	defined	define	VERB
cet-15117	53	17	using	use	VERB
cet-15117	53	18	mu	mu	NOUN
cet-15117	53	19	and	and	CCONJ
cet-15117	53	20	sigma	sigma	NOUN
cet-15117	53	21	,	,	PUNCT
cet-15117	53	22	and	and	CCONJ
cet-15117	53	23	(	(	PUNCT
cet-15117	53	24	optionally	optionally	NOUN
cet-15117	53	25	)	)	PUNCT
cet-15117	53	26	minimum	minimum	ADJ
cet-15117	53	27	and	and	CCONJ
cet-15117	53	28	maximum	maximum	ADJ
cet-15117	53	29	limits	limit	NOUN
cet-15117	53	30	for	for	ADP
cet-15117	53	31	truncation	truncation	NOUN
cet-15117	53	32	.	.	PUNCT
cet-15117	54	1	distributions	distribution	NOUN
cet-15117	54	2	for	for	ADP
cet-15117	54	3	wind	wind	NOUN
cet-15117	54	4	speed	speed	NOUN
cet-15117	54	5	,	,	PUNCT
cet-15117	54	6	relative	relative	ADJ
cet-15117	54	7	turbulence	turbulence	NOUN
cet-15117	54	8	intensity	intensity	NOUN
cet-15117	54	9	,	,	PUNCT
cet-15117	54	10	leak	leak	NOUN
cet-15117	54	11	area	area	NOUN
cet-15117	54	12	,	,	PUNCT
cet-15117	54	13	mass	mass	NOUN
cet-15117	54	14	flow	flow	NOUN
cet-15117	54	15	,	,	PUNCT
cet-15117	54	16	leak	leak	NOUN
cet-15117	54	17	velocity	velocity	NOUN
cet-15117	54	18	,	,	PUNCT
cet-15117	54	19	reservoir	reservoir	NOUN
cet-15117	54	20	volume	volume	NOUN
cet-15117	54	21	,	,	PUNCT
cet-15117	54	22	characteristic	characteristic	ADJ
cet-15117	54	23	velocity	velocity	NOUN
cet-15117	54	24	and	and	CCONJ
cet-15117	54	25	leak	leak	NOUN
cet-15117	54	26	diameter	diameter	NOUN
cet-15117	54	27	are	be	AUX
cet-15117	54	28	automatically	automatically	ADV
cet-15117	54	29	truncated	truncate	VERB
cet-15117	54	30	with	with	ADP
cet-15117	54	31	a	a	DET
cet-15117	54	32	lower	low	ADJ
cet-15117	54	33	bound	bind	VERB
cet-15117	54	34	of	of	ADP
cet-15117	54	35	0	0	NUM
cet-15117	54	36	if	if	SCONJ
cet-15117	54	37	an	an	DET
cet-15117	54	38	unbounded	unbounded	ADJ
cet-15117	54	39	distribution	distribution	NOUN
cet-15117	54	40	is	be	AUX
cet-15117	54	41	specified	specify	VERB
cet-15117	54	42	.	.	PUNCT
cet-15117	55	1	if	if	SCONJ
cet-15117	55	2	the	the	DET
cet-15117	55	3	pasquil	pasquil	PROPN
cet-15117	55	4	class	class	NOUN
cet-15117	55	5	is	be	AUX
cet-15117	55	6	varied	varied	ADJ
cet-15117	55	7	,	,	PUNCT
cet-15117	55	8	then	then	ADV
cet-15117	55	9	it	it	PRON
cet-15117	55	10	must	must	AUX
cet-15117	55	11	be	be	AUX
cet-15117	55	12	supplied	supply	VERB
cet-15117	55	13	as	as	ADP
cet-15117	55	14	a	a	DET
cet-15117	55	15	list	list	NOUN
cet-15117	55	16	of	of	ADP
cet-15117	55	17	values	value	NOUN
cet-15117	55	18	.	.	PUNCT
cet-15117	56	1	4	4	X
cet-15117	56	2	.	.	X
cet-15117	56	3	selecting	select	VERB
cet-15117	56	4	data	datum	NOUN
cet-15117	56	5	to	to	PART
cet-15117	56	6	build	build	VERB
cet-15117	56	7	a	a	DET
cet-15117	56	8	surrogate	surrogate	NOUN
cet-15117	56	9	the	the	DET
cet-15117	56	10	range	range	NOUN
cet-15117	56	11	of	of	ADP
cet-15117	56	12	values	value	NOUN
cet-15117	56	13	given	give	VERB
cet-15117	56	14	in	in	ADP
cet-15117	56	15	the	the	DET
cet-15117	56	16	input	input	NOUN
cet-15117	56	17	script	script	NOUN
cet-15117	56	18	for	for	ADP
cet-15117	56	19	each	each	DET
cet-15117	56	20	initial	initial	ADJ
cet-15117	56	21	condition	condition	NOUN
cet-15117	56	22	is	be	AUX
cet-15117	56	23	used	use	VERB
cet-15117	56	24	to	to	PART
cet-15117	56	25	create	create	VERB
cet-15117	56	26	a	a	DET
cet-15117	56	27	uniform	uniform	ADJ
cet-15117	56	28	distribution	distribution	NOUN
cet-15117	56	29	.	.	PUNCT
cet-15117	57	1	these	these	PRON
cet-15117	57	2	are	be	AUX
cet-15117	57	3	combined	combine	VERB
cet-15117	57	4	and	and	CCONJ
cet-15117	57	5	the	the	DET
cet-15117	57	6	combined	combine	VERB
cet-15117	57	7	distribution	distribution	NOUN
cet-15117	57	8	is	be	AUX
cet-15117	57	9	sampled	sample	VERB
cet-15117	57	10	from	from	ADP
cet-15117	57	11	to	to	PART
cet-15117	57	12	create	create	VERB
cet-15117	57	13	scenarios	scenario	NOUN
cet-15117	57	14	for	for	ADP
cet-15117	57	15	simulation	simulation	NOUN
cet-15117	57	16	.	.	PUNCT
cet-15117	58	1	the	the	DET
cet-15117	58	2	simulations	simulation	NOUN
cet-15117	58	3	then	then	ADV
cet-15117	58	4	provide	provide	VERB
cet-15117	58	5	the	the	DET
cet-15117	58	6	data	datum	NOUN
cet-15117	58	7	to	to	PART
cet-15117	58	8	build	build	VERB
cet-15117	58	9	the	the	DET
cet-15117	58	10	surrogate	surrogate	NOUN
cet-15117	58	11	.	.	PUNCT
cet-15117	59	1	if	if	SCONJ
cet-15117	59	2	an	an	DET
cet-15117	59	3	input	input	NOUN
cet-15117	59	4	is	be	AUX
cet-15117	59	5	provided	provide	VERB
cet-15117	59	6	as	as	ADP
cet-15117	59	7	a	a	DET
cet-15117	59	8	list	list	NOUN
cet-15117	59	9	of	of	ADP
cet-15117	59	10	fixed	fix	VERB
cet-15117	59	11	values	value	NOUN
cet-15117	59	12	,	,	PUNCT
cet-15117	59	13	then	then	ADV
cet-15117	59	14	every	every	DET
cet-15117	59	15	set	set	NOUN
cet-15117	59	16	of	of	ADP
cet-15117	59	17	inputs	input	NOUN
cet-15117	59	18	sampled	sample	VERB
cet-15117	59	19	from	from	ADP
cet-15117	59	20	the	the	DET
cet-15117	59	21	combined	combine	VERB
cet-15117	59	22	distribution	distribution	NOUN
cet-15117	59	23	is	be	AUX
cet-15117	59	24	simulated	simulate	VERB
cet-15117	59	25	with	with	ADP
cet-15117	59	26	each	each	DET
cet-15117	59	27	fixed	fix	VERB
cet-15117	59	28	value	value	NOUN
cet-15117	59	29	.	.	PUNCT
cet-15117	60	1	if	if	SCONJ
cet-15117	60	2	multiple	multiple	ADJ
cet-15117	60	3	inputs	input	NOUN
cet-15117	60	4	are	be	AUX
cet-15117	60	5	specified	specify	VERB
cet-15117	60	6	as	as	ADP
cet-15117	60	7	a	a	DET
cet-15117	60	8	list	list	NOUN
cet-15117	60	9	of	of	ADP
cet-15117	60	10	fixed	fix	VERB
cet-15117	60	11	values	value	NOUN
cet-15117	60	12	,	,	PUNCT
cet-15117	60	13	then	then	ADV
cet-15117	60	14	all	all	DET
cet-15117	60	15	possible	possible	ADJ
cet-15117	60	16	combinations	combination	NOUN
cet-15117	60	17	of	of	ADP
cet-15117	60	18	these	these	PRON
cet-15117	60	19	are	be	AUX
cet-15117	60	20	considered	consider	VERB
cet-15117	60	21	.	.	PUNCT
cet-15117	61	1	we	we	PRON
cet-15117	61	2	assumed	assume	VERB
cet-15117	61	3	a	a	DET
cet-15117	61	4	figure	figure	NOUN
cet-15117	61	5	2	2	NUM
cet-15117	61	6	.	.	PUNCT
cet-15117	61	7	general	general	ADJ
cet-15117	61	8	steps	step	NOUN
cet-15117	61	9	to	to	PART
cet-15117	61	10	build	build	VERB
cet-15117	61	11	,	,	PUNCT
cet-15117	61	12	test	test	VERB
cet-15117	61	13	and	and	CCONJ
cet-15117	61	14	use	use	VERB
cet-15117	61	15	surrogate	surrogate	ADJ
cet-15117	61	16	model	model	NOUN
cet-15117	61	17	.	.	PUNCT
cet-15117	62	1	51	51	NUM
cet-15117	62	2	budget	budget	NOUN
cet-15117	62	3	of	of	ADP
cet-15117	62	4	1000	1000	NUM
cet-15117	62	5	simulations	simulation	NOUN
cet-15117	62	6	and	and	CCONJ
cet-15117	62	7	so	so	ADV
cet-15117	62	8	created	create	VERB
cet-15117	62	9	999	999	NUM
cet-15117	62	10	sample	sample	NOUN
cet-15117	62	11	simulations	simulation	NOUN
cet-15117	62	12	(	(	PUNCT
cet-15117	62	13	the	the	DET
cet-15117	62	14	number	number	NOUN
cet-15117	62	15	of	of	ADP
cet-15117	62	16	simulations	simulation	NOUN
cet-15117	62	17	must	must	AUX
cet-15117	62	18	be	be	AUX
cet-15117	62	19	divisible	divisible	ADJ
cet-15117	62	20	by	by	ADP
cet-15117	62	21	the	the	DET
cet-15117	62	22	number	number	NOUN
cet-15117	62	23	of	of	ADP
cet-15117	62	24	combinations	combination	NOUN
cet-15117	62	25	of	of	ADP
cet-15117	62	26	values	value	NOUN
cet-15117	62	27	for	for	ADP
cet-15117	62	28	the	the	DET
cet-15117	62	29	fixed	fix	VERB
cet-15117	62	30	-	-	PUNCT
cet-15117	62	31	value	value	NOUN
cet-15117	62	32	inputs	input	NOUN
cet-15117	62	33	)	)	PUNCT
cet-15117	62	34	.	.	PUNCT
cet-15117	63	1	we	we	PRON
cet-15117	63	2	selected	select	VERB
cet-15117	63	3	the	the	DET
cet-15117	63	4	samples	sample	NOUN
cet-15117	63	5	using	use	VERB
cet-15117	63	6	sobol	sobol	NOUN
cet-15117	63	7	sampling	sample	VERB
cet-15117	63	8	,	,	PUNCT
cet-15117	63	9	a	a	DET
cet-15117	63	10	multi	multi	ADJ
cet-15117	63	11	-	-	ADJ
cet-15117	63	12	dimensional	dimensional	ADJ
cet-15117	63	13	technique	technique	NOUN
cet-15117	63	14	that	that	PRON
cet-15117	63	15	covers	cover	VERB
cet-15117	63	16	the	the	DET
cet-15117	63	17	parameter	parameter	NOUN
cet-15117	63	18	space	space	NOUN
cet-15117	63	19	thoroughly	thoroughly	ADV
cet-15117	63	20	and	and	CCONJ
cet-15117	63	21	is	be	AUX
cet-15117	63	22	extensively	extensively	ADV
cet-15117	63	23	used	use	VERB
cet-15117	63	24	for	for	ADP
cet-15117	63	25	building	build	VERB
cet-15117	63	26	emulators	emulator	NOUN
cet-15117	63	27	to	to	PART
cet-15117	63	28	represent	represent	VERB
cet-15117	63	29	complex	complex	ADJ
cet-15117	63	30	models	model	NOUN
cet-15117	63	31	(	(	PUNCT
cet-15117	63	32	saltelli	saltelli	PROPN
cet-15117	63	33	et	et	PROPN
cet-15117	63	34	al	al	PROPN
cet-15117	63	35	.	.	PROPN
cet-15117	63	36	,	,	PUNCT
cet-15117	63	37	2002	2002	NUM
cet-15117	63	38	)	)	PUNCT
cet-15117	63	39	.	.	PUNCT
cet-15117	64	1	5	5	X
cet-15117	64	2	.	.	X
cet-15117	64	3	building	build	VERB
cet-15117	64	4	a	a	DET
cet-15117	64	5	surrogate	surrogate	ADJ
cet-15117	64	6	model	model	NOUN
cet-15117	64	7	the	the	DET
cet-15117	64	8	relative	relative	ADJ
cet-15117	64	9	sensitivities	sensitivity	NOUN
cet-15117	64	10	of	of	ADP
cet-15117	64	11	a	a	DET
cet-15117	64	12	cfd	cfd	NOUN
cet-15117	64	13	model	model	NOUN
cet-15117	64	14	to	to	ADP
cet-15117	64	15	individual	individual	ADJ
cet-15117	64	16	varying	vary	VERB
cet-15117	64	17	initial	initial	ADJ
cet-15117	64	18	conditions	condition	NOUN
cet-15117	64	19	(	(	PUNCT
cet-15117	64	20	model	model	NOUN
cet-15117	64	21	inputs	input	NOUN
cet-15117	64	22	)	)	PUNCT
cet-15117	64	23	are	be	AUX
cet-15117	64	24	likely	likely	ADJ
cet-15117	64	25	to	to	PART
cet-15117	64	26	depend	depend	VERB
cet-15117	64	27	on	on	ADP
cet-15117	64	28	the	the	DET
cet-15117	64	29	specific	specific	ADJ
cet-15117	64	30	scenario	scenario	NOUN
cet-15117	64	31	being	be	AUX
cet-15117	64	32	modelled	model	VERB
cet-15117	64	33	,	,	PUNCT
cet-15117	64	34	i.e.	i.e.	X
cet-15117	64	35	,	,	PUNCT
cet-15117	64	36	to	to	PART
cet-15117	64	37	depend	depend	VERB
cet-15117	64	38	on	on	ADP
cet-15117	64	39	the	the	DET
cet-15117	64	40	non	non	ADJ
cet-15117	64	41	-	-	ADJ
cet-15117	64	42	varying	varying	ADJ
cet-15117	64	43	initial	initial	ADJ
cet-15117	64	44	conditions	condition	NOUN
cet-15117	64	45	,	,	PUNCT
cet-15117	64	46	and	and	CCONJ
cet-15117	64	47	at	at	ADP
cet-15117	64	48	least	least	ADJ
cet-15117	64	49	some	some	PRON
cet-15117	64	50	of	of	ADP
cet-15117	64	51	the	the	DET
cet-15117	64	52	sensitivities	sensitivity	NOUN
cet-15117	64	53	are	be	AUX
cet-15117	64	54	likely	likely	ADJ
cet-15117	64	55	to	to	PART
cet-15117	64	56	be	be	AUX
cet-15117	64	57	related	relate	VERB
cet-15117	64	58	.	.	PUNCT
cet-15117	65	1	for	for	ADP
cet-15117	65	2	a	a	DET
cet-15117	65	3	method	method	NOUN
cet-15117	65	4	to	to	PART
cet-15117	65	5	be	be	AUX
cet-15117	65	6	effective	effective	ADJ
cet-15117	65	7	for	for	ADP
cet-15117	65	8	cfd	cfd	NOUN
cet-15117	65	9	safety	safety	NOUN
cet-15117	65	10	studies	study	NOUN
cet-15117	65	11	,	,	PUNCT
cet-15117	65	12	it	it	PRON
cet-15117	65	13	must	must	AUX
cet-15117	65	14	handle	handle	VERB
cet-15117	65	15	multiple	multiple	ADJ
cet-15117	65	16	inputs	input	NOUN
cet-15117	65	17	(	(	PUNCT
cet-15117	65	18	so	so	SCONJ
cet-15117	65	19	that	that	SCONJ
cet-15117	65	20	variations	variation	NOUN
cet-15117	65	21	in	in	ADP
cet-15117	65	22	multiple	multiple	ADJ
cet-15117	65	23	initial	initial	ADJ
cet-15117	65	24	conditions	condition	NOUN
cet-15117	65	25	are	be	AUX
cet-15117	65	26	considered	consider	VERB
cet-15117	65	27	together	together	ADV
cet-15117	65	28	)	)	PUNCT
cet-15117	65	29	and	and	CCONJ
cet-15117	65	30	must	must	AUX
cet-15117	65	31	be	be	AUX
cet-15117	65	32	generic	generic	ADJ
cet-15117	65	33	enough	enough	ADV
cet-15117	65	34	to	to	PART
cet-15117	65	35	be	be	AUX
cet-15117	65	36	applicable	applicable	ADJ
cet-15117	65	37	to	to	ADP
cet-15117	65	38	different	different	ADJ
cet-15117	65	39	complex	complex	ADJ
cet-15117	65	40	non	non	ADJ
cet-15117	65	41	-	-	ADJ
cet-15117	65	42	varying	varying	ADJ
cet-15117	65	43	initial	initial	ADJ
cet-15117	65	44	conditions	condition	NOUN
cet-15117	65	45	,	,	PUNCT
cet-15117	65	46	such	such	ADJ
cet-15117	65	47	as	as	ADP
cet-15117	65	48	geometry	geometry	NOUN
cet-15117	65	49	(	(	PUNCT
cet-15117	65	50	a	a	DET
cet-15117	65	51	common	common	ADJ
cet-15117	65	52	cfd	cfd	NOUN
cet-15117	65	53	application	application	NOUN
cet-15117	65	54	is	be	AUX
cet-15117	65	55	modeling	model	VERB
cet-15117	65	56	gas	gas	NOUN
cet-15117	65	57	dispersion	dispersion	NOUN
cet-15117	65	58	from	from	ADP
cet-15117	65	59	a	a	DET
cet-15117	65	60	leak	leak	NOUN
cet-15117	65	61	on	on	ADP
cet-15117	65	62	a	a	DET
cet-15117	65	63	complex	complex	ADJ
cet-15117	65	64	structure	structure	NOUN
cet-15117	65	65	such	such	ADJ
cet-15117	65	66	as	as	ADP
cet-15117	65	67	an	an	DET
cet-15117	65	68	offshore	offshore	ADJ
cet-15117	65	69	platform	platform	NOUN
cet-15117	65	70	,	,	PUNCT
cet-15117	65	71	leading	lead	VERB
cet-15117	65	72	to	to	ADP
cet-15117	65	73	a	a	DET
cet-15117	65	74	fire	fire	NOUN
cet-15117	65	75	or	or	CCONJ
cet-15117	65	76	an	an	DET
cet-15117	65	77	explosion	explosion	NOUN
cet-15117	65	78	)	)	PUNCT
cet-15117	65	79	.	.	PUNCT
cet-15117	66	1	5.1	5.1	NUM
cet-15117	66	2	interpolation	interpolation	NOUN
cet-15117	66	3	methods	method	NOUN
cet-15117	66	4	we	we	PRON
cet-15117	66	5	built	build	VERB
cet-15117	66	6	a	a	DET
cet-15117	66	7	nearest	nearest	ADJ
cet-15117	66	8	-	-	PUNCT
cet-15117	66	9	neighbour	neighbour	NOUN
cet-15117	66	10	interpolator	interpolator	NOUN
cet-15117	66	11	and	and	CCONJ
cet-15117	66	12	two	two	NUM
cet-15117	66	13	radial	radial	ADJ
cet-15117	66	14	basis	basis	NOUN
cet-15117	66	15	function	function	NOUN
cet-15117	66	16	(	(	PUNCT
cet-15117	66	17	rbf	rbf	PROPN
cet-15117	66	18	)	)	PUNCT
cet-15117	66	19	interpolators	interpolator	NOUN
cet-15117	66	20	,	,	PUNCT
cet-15117	66	21	using	use	VERB
cet-15117	66	22	a	a	DET
cet-15117	66	23	linear	linear	NOUN
cet-15117	66	24	and	and	CCONJ
cet-15117	66	25	a	a	DET
cet-15117	66	26	cubic	cubic	ADJ
cet-15117	66	27	kernel	kernel	NOUN
cet-15117	66	28	,	,	PUNCT
cet-15117	66	29	to	to	PART
cet-15117	66	30	interpolate	interpolate	VERB
cet-15117	66	31	between	between	ADP
cet-15117	66	32	the	the	DET
cet-15117	66	33	cfd	cfd	NOUN
cet-15117	66	34	-	-	PUNCT
cet-15117	66	35	simulated	simulate	VERB
cet-15117	66	36	predictions	prediction	NOUN
cet-15117	66	37	for	for	ADP
cet-15117	66	38	the	the	DET
cet-15117	66	39	given	give	VERB
cet-15117	66	40	inputs	input	NOUN
cet-15117	66	41	.	.	PUNCT
cet-15117	67	1	rbf	rbf	PROPN
cet-15117	67	2	interpolation	interpolation	NOUN
cet-15117	67	3	looks	look	VERB
cet-15117	67	4	at	at	ADP
cet-15117	67	5	the	the	DET
cet-15117	67	6	distance	distance	NOUN
cet-15117	67	7	between	between	ADP
cet-15117	67	8	the	the	DET
cet-15117	67	9	interpolated	interpolated	ADJ
cet-15117	67	10	point	point	NOUN
cet-15117	67	11	and	and	CCONJ
cet-15117	67	12	every	every	DET
cet-15117	67	13	simulated	simulated	ADJ
cet-15117	67	14	point	point	NOUN
cet-15117	67	15	in	in	ADP
cet-15117	67	16	every	every	DET
cet-15117	67	17	dimension	dimension	NOUN
cet-15117	67	18	,	,	PUNCT
cet-15117	67	19	so	so	SCONJ
cet-15117	67	20	it	it	PRON
cet-15117	67	21	interpolates	interpolate	VERB
cet-15117	67	22	with	with	ADP
cet-15117	67	23	respect	respect	NOUN
cet-15117	67	24	to	to	ADP
cet-15117	67	25	all	all	DET
cet-15117	67	26	initial	initial	ADJ
cet-15117	67	27	conditions	condition	NOUN
cet-15117	67	28	simultaneously	simultaneously	ADV
cet-15117	67	29	and	and	CCONJ
cet-15117	67	30	considers	consider	VERB
cet-15117	67	31	all	all	DET
cet-15117	67	32	simulated	simulated	ADJ
cet-15117	67	33	predictions	prediction	NOUN
cet-15117	67	34	when	when	SCONJ
cet-15117	67	35	estimating	estimate	VERB
cet-15117	67	36	each	each	DET
cet-15117	67	37	single	single	ADJ
cet-15117	67	38	prediction	prediction	NOUN
cet-15117	67	39	.	.	PUNCT
cet-15117	68	1	5.2	5.2	NUM
cet-15117	68	2	gaussian	gaussian	ADJ
cet-15117	68	3	process	process	NOUN
cet-15117	68	4	-	-	PUNCT
cet-15117	68	5	recurrent	recurrent	NOUN
cet-15117	68	6	neural	neural	ADJ
cet-15117	68	7	network	network	NOUN
cet-15117	68	8	model	model	NOUN
cet-15117	68	9	(	(	PUNCT
cet-15117	68	10	gpr	gpr	PROPN
cet-15117	68	11	-	-	PUNCT
cet-15117	68	12	rnn	rnn	PROPN
cet-15117	68	13	)	)	PUNCT
cet-15117	68	14	in	in	ADP
cet-15117	68	15	contrast	contrast	NOUN
cet-15117	68	16	to	to	ADP
cet-15117	68	17	the	the	DET
cet-15117	68	18	predictions	prediction	NOUN
cet-15117	68	19	from	from	ADP
cet-15117	68	20	the	the	DET
cet-15117	68	21	interpolation	interpolation	NOUN
cet-15117	68	22	methods	method	NOUN
cet-15117	68	23	,	,	PUNCT
cet-15117	68	24	which	which	PRON
cet-15117	68	25	provide	provide	VERB
cet-15117	68	26	a	a	DET
cet-15117	68	27	single	single	ADJ
cet-15117	68	28	q9	q9	PROPN
cet-15117	68	29	volume	volume	NOUN
cet-15117	68	30	prediction	prediction	NOUN
cet-15117	68	31	per	per	ADP
cet-15117	68	32	timestep	timestep	NOUN
cet-15117	69	1	,	,	PUNCT
cet-15117	69	2	the	the	DET
cet-15117	69	3	gpr	gpr	PROPN
cet-15117	69	4	-	-	PUNCT
cet-15117	69	5	rnn	rnn	PROPN
cet-15117	69	6	predicts	predict	VERB
cet-15117	69	7	a	a	DET
cet-15117	69	8	probability	probability	NOUN
cet-15117	69	9	distribution	distribution	NOUN
cet-15117	69	10	of	of	ADP
cet-15117	69	11	q9	q9	PROPN
cet-15117	69	12	volumes	volume	NOUN
cet-15117	69	13	for	for	ADP
cet-15117	69	14	each	each	DET
cet-15117	69	15	time	time	NOUN
cet-15117	69	16	step	step	NOUN
cet-15117	69	17	.	.	PUNCT
cet-15117	70	1	the	the	DET
cet-15117	70	2	uncertainty	uncertainty	NOUN
cet-15117	70	3	associated	associate	VERB
cet-15117	70	4	with	with	ADP
cet-15117	70	5	the	the	DET
cet-15117	70	6	surrogate	surrogate	ADJ
cet-15117	70	7	method	method	NOUN
cet-15117	70	8	is	be	AUX
cet-15117	70	9	therefore	therefore	ADV
cet-15117	70	10	implicitly	implicitly	ADV
cet-15117	70	11	captured	capture	VERB
cet-15117	70	12	in	in	ADP
cet-15117	70	13	the	the	DET
cet-15117	70	14	surrogate	surrogate	ADJ
cet-15117	70	15	predictions	prediction	NOUN
cet-15117	70	16	.	.	PUNCT
cet-15117	71	1	under	under	ADP
cet-15117	71	2	this	this	DET
cet-15117	71	3	hybrid	hybrid	ADJ
cet-15117	71	4	approach	approach	NOUN
cet-15117	71	5	,	,	PUNCT
cet-15117	71	6	the	the	DET
cet-15117	71	7	timeseries	timeserie	NOUN
cet-15117	71	8	data	datum	NOUN
cet-15117	71	9	from	from	ADP
cet-15117	71	10	the	the	DET
cet-15117	71	11	cfd	cfd	NOUN
cet-15117	71	12	output	output	NOUN
cet-15117	71	13	were	be	AUX
cet-15117	71	14	split	split	VERB
cet-15117	71	15	into	into	ADP
cet-15117	71	16	normalized	normalized	ADJ
cet-15117	71	17	1d	1d	NUM
cet-15117	71	18	sequence	sequence	NOUN
cet-15117	71	19	data	datum	NOUN
cet-15117	71	20	and	and	CCONJ
cet-15117	71	21	a	a	DET
cet-15117	71	22	scale	scale	NOUN
cet-15117	71	23	factor	factor	NOUN
cet-15117	71	24	(	(	PUNCT
cet-15117	71	25	the	the	DET
cet-15117	71	26	scale	scale	NOUN
cet-15117	71	27	factor	factor	NOUN
cet-15117	71	28	is	be	AUX
cet-15117	71	29	the	the	DET
cet-15117	71	30	maximum	maximum	ADJ
cet-15117	71	31	q9	q9	PROPN
cet-15117	71	32	)	)	PUNCT
cet-15117	71	33	.	.	PUNCT
cet-15117	72	1	the	the	DET
cet-15117	72	2	scale	scale	NOUN
cet-15117	72	3	factor	factor	NOUN
cet-15117	72	4	is	be	AUX
cet-15117	72	5	estimated	estimate	VERB
cet-15117	72	6	using	use	VERB
cet-15117	72	7	gaussian	gaussian	ADJ
cet-15117	72	8	process	process	NOUN
cet-15117	72	9	regression	regression	NOUN
cet-15117	72	10	(	(	PUNCT
cet-15117	72	11	gpr	gpr	PROPN
cet-15117	72	12	)	)	PUNCT
cet-15117	72	13	,	,	PUNCT
cet-15117	72	14	a	a	DET
cet-15117	72	15	non	non	ADJ
cet-15117	72	16	-	-	ADJ
cet-15117	72	17	parametric	parametric	ADJ
cet-15117	72	18	bayesian	bayesian	NOUN
cet-15117	72	19	approach	approach	NOUN
cet-15117	72	20	that	that	PRON
cet-15117	72	21	provides	provide	VERB
cet-15117	72	22	a	a	DET
cet-15117	72	23	probabilistic	probabilistic	ADJ
cet-15117	72	24	prediction	prediction	NOUN
cet-15117	72	25	.	.	PUNCT
cet-15117	73	1	gpr	gpr	PROPN
cet-15117	73	2	models	model	NOUN
cet-15117	73	3	the	the	DET
cet-15117	73	4	underlying	underlie	VERB
cet-15117	73	5	function	function	NOUN
cet-15117	73	6	as	as	ADP
cet-15117	73	7	a	a	DET
cet-15117	73	8	gaussian	gaussian	ADJ
cet-15117	73	9	process	process	NOUN
cet-15117	73	10	and	and	CCONJ
cet-15117	73	11	uses	use	VERB
cet-15117	73	12	a	a	DET
cet-15117	73	13	covariance	covariance	NOUN
cet-15117	73	14	kernel	kernel	NOUN
cet-15117	73	15	to	to	PART
cet-15117	73	16	determine	determine	VERB
cet-15117	73	17	the	the	DET
cet-15117	73	18	similarity	similarity	NOUN
cet-15117	73	19	between	between	ADP
cet-15117	73	20	the	the	DET
cet-15117	73	21	cfd	cfd	NOUN
cet-15117	73	22	-	-	PUNCT
cet-15117	73	23	simulated	simulate	VERB
cet-15117	73	24	predictions	prediction	NOUN
cet-15117	73	25	,	,	PUNCT
cet-15117	73	26	allowing	allow	VERB
cet-15117	73	27	it	it	PRON
cet-15117	73	28	to	to	PART
cet-15117	73	29	provide	provide	VERB
cet-15117	73	30	a	a	DET
cet-15117	73	31	mean	mean	ADJ
cet-15117	73	32	prediction	prediction	NOUN
cet-15117	73	33	and	and	CCONJ
cet-15117	73	34	variance	variance	NOUN
cet-15117	73	35	for	for	ADP
cet-15117	73	36	each	each	DET
cet-15117	73	37	point	point	NOUN
cet-15117	73	38	in	in	ADP
cet-15117	73	39	the	the	DET
cet-15117	73	40	input	input	NOUN
cet-15117	73	41	space	space	NOUN
cet-15117	73	42	where	where	SCONJ
cet-15117	73	43	a	a	DET
cet-15117	73	44	surrogate	surrogate	ADJ
cet-15117	73	45	prediction	prediction	NOUN
cet-15117	73	46	is	be	AUX
cet-15117	73	47	required	require	VERB
cet-15117	73	48	.	.	PUNCT
cet-15117	74	1	this	this	DET
cet-15117	74	2	method	method	NOUN
cet-15117	74	3	is	be	AUX
cet-15117	74	4	particularly	particularly	ADV
cet-15117	74	5	powerful	powerful	ADJ
cet-15117	74	6	for	for	ADP
cet-15117	74	7	modelling	model	VERB
cet-15117	74	8	complex	complex	ADJ
cet-15117	74	9	,	,	PUNCT
cet-15117	74	10	nonlinear	nonlinear	ADJ
cet-15117	74	11	relationships	relationship	NOUN
cet-15117	74	12	and	and	CCONJ
cet-15117	74	13	providing	provide	VERB
cet-15117	74	14	uncertainty	uncertainty	NOUN
cet-15117	74	15	estimates	estimate	NOUN
cet-15117	74	16	.	.	PUNCT
cet-15117	75	1	the	the	DET
cet-15117	75	2	sequence	sequence	NOUN
cet-15117	75	3	data	datum	NOUN
cet-15117	75	4	are	be	AUX
cet-15117	75	5	estimated	estimate	VERB
cet-15117	75	6	using	use	VERB
cet-15117	75	7	recurrent	recurrent	ADJ
cet-15117	75	8	neural	neural	ADJ
cet-15117	75	9	networks	network	NOUN
cet-15117	75	10	(	(	PUNCT
cet-15117	75	11	nn	nn	NOUN
cet-15117	75	12	)	)	PUNCT
cet-15117	75	13	.	.	PUNCT
cet-15117	76	1	these	these	PRON
cet-15117	76	2	have	have	VERB
cet-15117	76	3	a	a	DET
cet-15117	76	4	unique	unique	ADJ
cet-15117	76	5	architecture	architecture	NOUN
cet-15117	76	6	that	that	PRON
cet-15117	76	7	allows	allow	VERB
cet-15117	76	8	information	information	NOUN
cet-15117	76	9	to	to	PART
cet-15117	76	10	persist	persist	VERB
cet-15117	76	11	across	across	ADP
cet-15117	76	12	steps	step	NOUN
cet-15117	76	13	in	in	ADP
cet-15117	76	14	a	a	DET
cet-15117	76	15	sequence	sequence	NOUN
cet-15117	76	16	,	,	PUNCT
cet-15117	76	17	making	make	VERB
cet-15117	76	18	them	they	PRON
cet-15117	76	19	appropriate	appropriate	ADJ
cet-15117	76	20	for	for	ADP
cet-15117	76	21	tasks	task	NOUN
cet-15117	76	22	involving	involve	VERB
cet-15117	76	23	sequential	sequential	ADJ
cet-15117	76	24	data	datum	NOUN
cet-15117	76	25	.	.	PUNCT
cet-15117	77	1	the	the	DET
cet-15117	77	2	uncertainty	uncertainty	NOUN
cet-15117	77	3	around	around	ADP
cet-15117	77	4	each	each	DET
cet-15117	77	5	point	point	NOUN
cet-15117	77	6	in	in	ADP
cet-15117	77	7	each	each	DET
cet-15117	77	8	sequence	sequence	NOUN
cet-15117	77	9	was	be	AUX
cet-15117	77	10	estimated	estimate	VERB
cet-15117	77	11	by	by	ADP
cet-15117	77	12	analysing	analyse	VERB
cet-15117	77	13	the	the	DET
cet-15117	77	14	residuals	residual	NOUN
cet-15117	77	15	from	from	ADP
cet-15117	77	16	a	a	DET
cet-15117	77	17	comparison	comparison	NOUN
cet-15117	77	18	between	between	ADP
cet-15117	77	19	the	the	DET
cet-15117	77	20	predictions	prediction	NOUN
cet-15117	77	21	and	and	CCONJ
cet-15117	77	22	the	the	DET
cet-15117	77	23	cfd	cfd	NOUN
cet-15117	77	24	-	-	PUNCT
cet-15117	77	25	simulated	simulate	VERB
cet-15117	77	26	values	value	NOUN
cet-15117	77	27	,	,	PUNCT
cet-15117	77	28	for	for	ADP
cet-15117	77	29	a	a	DET
cet-15117	77	30	set	set	NOUN
cet-15117	77	31	of	of	ADP
cet-15117	77	32	inputs	input	NOUN
cet-15117	77	33	that	that	PRON
cet-15117	77	34	were	be	AUX
cet-15117	77	35	not	not	PART
cet-15117	77	36	included	include	VERB
cet-15117	77	37	in	in	ADP
cet-15117	77	38	training	train	VERB
cet-15117	77	39	the	the	DET
cet-15117	77	40	nn	nn	PROPN
cet-15117	77	41	.	.	PUNCT
cet-15117	78	1	the	the	DET
cet-15117	78	2	distribution	distribution	NOUN
cet-15117	78	3	of	of	ADP
cet-15117	78	4	predictions	prediction	NOUN
cet-15117	78	5	,	,	PUNCT
cet-15117	78	6	combining	combine	VERB
cet-15117	78	7	the	the	DET
cet-15117	78	8	scale	scale	NOUN
cet-15117	78	9	and	and	CCONJ
cet-15117	78	10	sequence	sequence	NOUN
cet-15117	78	11	data	datum	NOUN
cet-15117	78	12	,	,	PUNCT
cet-15117	78	13	was	be	AUX
cet-15117	78	14	then	then	ADV
cet-15117	78	15	calculated	calculate	VERB
cet-15117	78	16	by	by	ADP
cet-15117	78	17	using	use	VERB
cet-15117	78	18	numerical	numerical	ADJ
cet-15117	78	19	methods	method	NOUN
cet-15117	78	20	to	to	PART
cet-15117	78	21	determine	determine	VERB
cet-15117	78	22	the	the	DET
cet-15117	78	23	product	product	NOUN
cet-15117	78	24	of	of	ADP
cet-15117	78	25	each	each	DET
cet-15117	78	26	sequence	sequence	NOUN
cet-15117	78	27	point	point	NOUN
cet-15117	78	28	with	with	ADP
cet-15117	78	29	the	the	DET
cet-15117	78	30	distribution	distribution	NOUN
cet-15117	78	31	for	for	ADP
cet-15117	78	32	the	the	DET
cet-15117	78	33	predicted	predict	VERB
cet-15117	78	34	maximum	maximum	PROPN
cet-15117	78	35	q9	q9	PROPN
cet-15117	78	36	volume	volume	NOUN
cet-15117	78	37	.	.	PUNCT
cet-15117	79	1	for	for	SCONJ
cet-15117	79	2	details	detail	NOUN
cet-15117	79	3	of	of	ADP
cet-15117	79	4	the	the	DET
cet-15117	79	5	gpr	gpr	PROPN
cet-15117	79	6	method	method	NOUN
cet-15117	79	7	followed	follow	VERB
cet-15117	79	8	here	here	ADV
cet-15117	79	9	,	,	PUNCT
cet-15117	79	10	see	see	VERB
cet-15117	79	11	rasmussen	rasmussen	PROPN
cet-15117	79	12	and	and	CCONJ
cet-15117	79	13	williams	williams	PROPN
cet-15117	79	14	,	,	PUNCT
cet-15117	79	15	2006	2006	NUM
cet-15117	79	16	.	.	PUNCT
cet-15117	80	1	6	6	X
cet-15117	80	2	.	.	PUNCT
cet-15117	80	3	surrogate	surrogate	ADJ
cet-15117	80	4	fitness	fitness	NOUN
cet-15117	81	1	it	it	PRON
cet-15117	81	2	is	be	AUX
cet-15117	81	3	essential	essential	ADJ
cet-15117	81	4	that	that	SCONJ
cet-15117	81	5	a	a	DET
cet-15117	81	6	surrogate	surrogate	ADJ
cet-15117	81	7	model	model	NOUN
cet-15117	81	8	reliably	reliably	ADV
cet-15117	81	9	reproduces	reproduce	VERB
cet-15117	81	10	the	the	DET
cet-15117	81	11	results	result	NOUN
cet-15117	81	12	of	of	ADP
cet-15117	81	13	the	the	DET
cet-15117	81	14	full	full	ADJ
cet-15117	81	15	model	model	NOUN
cet-15117	81	16	.	.	PUNCT
cet-15117	82	1	we	we	PRON
cet-15117	82	2	created	create	VERB
cet-15117	82	3	five	five	NUM
cet-15117	82	4	test	test	NOUN
cet-15117	82	5	datasets	dataset	NOUN
cet-15117	82	6	by	by	ADP
cet-15117	82	7	selecting	select	VERB
cet-15117	82	8	150	150	NUM
cet-15117	82	9	of	of	ADP
cet-15117	82	10	the	the	DET
cet-15117	82	11	simulations	simulation	NOUN
cet-15117	82	12	using	use	VERB
cet-15117	82	13	random	random	ADJ
cet-15117	82	14	sampling	sampling	NOUN
cet-15117	82	15	with	with	ADP
cet-15117	82	16	a	a	DET
cet-15117	82	17	fixed	fix	VERB
cet-15117	82	18	seed	seed	NOUN
cet-15117	82	19	,	,	PUNCT
cet-15117	82	20	which	which	PRON
cet-15117	82	21	we	we	PRON
cet-15117	82	22	varied	vary	VERB
cet-15117	82	23	five	five	NUM
cet-15117	82	24	times	time	NOUN
cet-15117	82	25	.	.	PUNCT
cet-15117	83	1	we	we	PRON
cet-15117	83	2	built	build	VERB
cet-15117	83	3	the	the	DET
cet-15117	83	4	surrogates	surrogate	NOUN
cet-15117	83	5	using	use	VERB
cet-15117	83	6	the	the	DET
cet-15117	83	7	remaining	remain	VERB
cet-15117	83	8	simulations	simulation	NOUN
cet-15117	83	9	and	and	CCONJ
cet-15117	83	10	compared	compare	VERB
cet-15117	83	11	the	the	DET
cet-15117	83	12	surrogateand	surrogateand	NOUN
cet-15117	83	13	cfd	cfd	NOUN
cet-15117	83	14	predictions	prediction	NOUN
cet-15117	83	15	for	for	ADP
cet-15117	83	16	each	each	DET
cet-15117	83	17	test	test	NOUN
cet-15117	83	18	dataset	dataset	VERB
cet-15117	83	19	.	.	PUNCT
cet-15117	84	1	6.1	6.1	NUM
cet-15117	84	2	surrogate	surrogate	ADJ
cet-15117	84	3	fitness	fitness	NOUN
cet-15117	84	4	for	for	ADP
cet-15117	84	5	maximum	maximum	ADJ
cet-15117	84	6	q9	q9	PROPN
cet-15117	84	7	predictions	prediction	NOUN
cet-15117	84	8	we	we	PRON
cet-15117	84	9	compared	compare	VERB
cet-15117	84	10	the	the	DET
cet-15117	84	11	surrogateand	surrogateand	NOUN
cet-15117	84	12	cfdpredictions	cfdprediction	NOUN
cet-15117	84	13	for	for	ADP
cet-15117	84	14	maximum	maximum	ADJ
cet-15117	84	15	q9	q9	PROPN
cet-15117	84	16	in	in	ADP
cet-15117	84	17	errore	errore	PROPN
cet-15117	84	18	.	.	PUNCT
cet-15117	84	19	l'origine	l'origine	PROPN
cet-15117	84	20	riferimento	riferimento	PROPN
cet-15117	84	21	non	non	PROPN
cet-15117	84	22	è	è	PROPN
cet-15117	84	23	stata	stata	PROPN
cet-15117	84	24	trovata	trovata	PROPN
cet-15117	84	25	..	..	PUNCT
cet-15117	84	26	the	the	DET
cet-15117	84	27	gpr	gpr	PROPN
cet-15117	84	28	-	-	PUNCT
cet-15117	84	29	rnn	rnn	PROPN
cet-15117	84	30	estimates	estimate	NOUN
cet-15117	84	31	match	match	VERB
cet-15117	84	32	those	those	DET
cet-15117	84	33	the	the	DET
cet-15117	84	34	cfd	cfd	NOUN
cet-15117	84	35	predictions	prediction	NOUN
cet-15117	84	36	most	most	ADV
cet-15117	84	37	closely	closely	ADV
cet-15117	84	38	and	and	CCONJ
cet-15117	84	39	the	the	DET
cet-15117	84	40	1:1	1:1	NUM
cet-15117	84	41	line	line	NOUN
cet-15117	84	42	passes	pass	VERB
cet-15117	84	43	through	through	ADP
cet-15117	84	44	the	the	DET
cet-15117	84	45	uncertainty	uncertainty	NOUN
cet-15117	84	46	bounds	bound	VERB
cet-15117	84	47	for	for	ADP
cet-15117	84	48	many	many	ADJ
cet-15117	84	49	points	point	NOUN
cet-15117	84	50	that	that	PRON
cet-15117	84	51	otherwise	otherwise	ADV
cet-15117	84	52	appear	appear	VERB
cet-15117	84	53	scattered	scatter	VERB
cet-15117	84	54	in	in	ADP
cet-15117	84	55	errore	errore	PROPN
cet-15117	84	56	.	.	PUNCT
cet-15117	84	57	l'origine	l'origine	PROPN
cet-15117	84	58	riferimento	riferimento	PROPN
cet-15117	84	59	non	non	PROPN
cet-15117	84	60	è	è	PROPN
cet-15117	84	61	stata	stata	PROPN
cet-15117	84	62	trovata	trovata	PROPN
cet-15117	84	63	..	..	PUNCT
cet-15117	84	64	this	this	PRON
cet-15117	84	65	shows	show	VERB
cet-15117	84	66	that	that	SCONJ
cet-15117	84	67	using	use	VERB
cet-15117	84	68	the	the	DET
cet-15117	84	69	distribution	distribution	NOUN
cet-15117	84	70	for	for	ADP
cet-15117	84	71	each	each	DET
cet-15117	84	72	prediction	prediction	NOUN
cet-15117	84	73	,	,	PUNCT
cet-15117	84	74	rather	rather	ADV
cet-15117	84	75	than	than	ADP
cet-15117	84	76	just	just	ADV
cet-15117	84	77	the	the	DET
cet-15117	84	78	mean	mean	NOUN
cet-15117	84	79	for	for	ADP
cet-15117	84	80	each	each	DET
cet-15117	84	81	prediction	prediction	NOUN
cet-15117	84	82	,	,	PUNCT
cet-15117	84	83	gives	give	VERB
cet-15117	84	84	a	a	DET
cet-15117	84	85	more	more	ADV
cet-15117	84	86	accurate	accurate	ADJ
cet-15117	84	87	estimate	estimate	NOUN
cet-15117	84	88	of	of	ADP
cet-15117	84	89	maximum	maximum	ADJ
cet-15117	84	90	q9	q9	PROPN
cet-15117	84	91	volume	volume	NOUN
cet-15117	84	92	.	.	PUNCT
cet-15117	85	1	6.2	6.2	NUM
cet-15117	85	2	surrogate	surrogate	ADJ
cet-15117	85	3	fitness	fitness	NOUN
cet-15117	85	4	for	for	ADP
cet-15117	85	5	q9	q9	PROPN
cet-15117	85	6	volume	volume	NOUN
cet-15117	85	7	predictions	prediction	NOUN
cet-15117	85	8	we	we	PRON
cet-15117	85	9	plotted	plot	VERB
cet-15117	85	10	the	the	DET
cet-15117	85	11	probabilities	probability	NOUN
cet-15117	85	12	of	of	ADP
cet-15117	85	13	exceedance	exceedance	NOUN
cet-15117	85	14	for	for	ADP
cet-15117	85	15	q9	q9	PROPN
cet-15117	85	16	volumes	volume	NOUN
cet-15117	85	17	,	,	PUNCT
cet-15117	85	18	as	as	SCONJ
cet-15117	85	19	predicted	predict	VERB
cet-15117	85	20	by	by	ADP
cet-15117	85	21	the	the	DET
cet-15117	85	22	surrogate	surrogate	NOUN
cet-15117	85	23	and	and	CCONJ
cet-15117	85	24	by	by	ADP
cet-15117	85	25	cfd	cfd	NOUN
cet-15117	85	26	in	in	ADP
cet-15117	85	27	figure	figure	NOUN
cet-15117	85	28	4	4	NUM
cet-15117	85	29	.	.	PUNCT
cet-15117	85	30	results	result	NOUN
cet-15117	85	31	are	be	AUX
cet-15117	85	32	shown	show	VERB
cet-15117	85	33	for	for	ADP
cet-15117	85	34	gpr	gpr	PROPN
cet-15117	85	35	-	-	PUNCT
cet-15117	85	36	rnn	rnn	PROPN
cet-15117	85	37	only	only	ADV
cet-15117	85	38	,	,	PUNCT
cet-15117	85	39	since	since	SCONJ
cet-15117	85	40	this	this	PRON
cet-15117	85	41	provided	provide	VERB
cet-15117	85	42	the	the	DET
cet-15117	85	43	closest	close	ADJ
cet-15117	85	44	match	match	NOUN
cet-15117	85	45	to	to	ADP
cet-15117	85	46	the	the	DET
cet-15117	85	47	cfd	cfd	NOUN
cet-15117	85	48	predictions	prediction	NOUN
cet-15117	85	49	.	.	PUNCT
cet-15117	86	1	we	we	PRON
cet-15117	86	2	also	also	ADV
cet-15117	86	3	compared	compare	VERB
cet-15117	86	4	the	the	DET
cet-15117	86	5	similarity	similarity	NOUN
cet-15117	86	6	of	of	ADP
cet-15117	86	7	the	the	DET
cet-15117	86	8	probability	probability	NOUN
cet-15117	86	9	density	density	NOUN
cet-15117	86	10	functions	function	NOUN
cet-15117	86	11	(	(	PUNCT
cet-15117	86	12	pdfs	pdfs	PROPN
cet-15117	86	13	)	)	PUNCT
cet-15117	86	14	for	for	ADP
cet-15117	86	15	q9	q9	PROPN
cet-15117	86	16	volume	volume	NOUN
cet-15117	86	17	that	that	PRON
cet-15117	86	18	were	be	AUX
cet-15117	86	19	predicted	predict	VERB
cet-15117	86	20	by	by	ADP
cet-15117	86	21	the	the	DET
cet-15117	86	22	52	52	NUM
cet-15117	86	23	surrogate	surrogate	ADJ
cet-15117	86	24	models	model	NOUN
cet-15117	86	25	and	and	CCONJ
cet-15117	86	26	by	by	ADP
cet-15117	86	27	the	the	DET
cet-15117	86	28	cfd	cfd	NOUN
cet-15117	86	29	simulations	simulation	NOUN
cet-15117	86	30	.	.	PUNCT
cet-15117	87	1	space	space	NOUN
cet-15117	87	2	constraints	constraint	NOUN
cet-15117	87	3	mean	mean	VERB
cet-15117	87	4	that	that	SCONJ
cet-15117	87	5	these	these	PRON
cet-15117	87	6	are	be	AUX
cet-15117	87	7	not	not	PART
cet-15117	87	8	shown	show	VERB
cet-15117	87	9	here	here	ADV
cet-15117	87	10	,	,	PUNCT
cet-15117	87	11	but	but	CCONJ
cet-15117	87	12	the	the	DET
cet-15117	87	13	jensen	jensen	PROPN
cet-15117	87	14	-	-	PUNCT
cet-15117	87	15	shannon	shannon	PROPN
cet-15117	87	16	divergence	divergence	NOUN
cet-15117	87	17	(	(	PUNCT
cet-15117	87	18	jsd	jsd	PROPN
cet-15117	87	19	)	)	PUNCT
cet-15117	87	20	is	be	AUX
cet-15117	87	21	displayed	display	VERB
cet-15117	87	22	on	on	ADP
cet-15117	87	23	the	the	DET
cet-15117	87	24	plots	plot	NOUN
cet-15117	87	25	in	in	ADP
cet-15117	87	26	figure	figure	NOUN
cet-15117	87	27	4	4	NUM
cet-15117	87	28	.	.	PUNCT
cet-15117	88	1	we	we	PRON
cet-15117	88	2	calculated	calculate	VERB
cet-15117	88	3	the	the	DET
cet-15117	88	4	jsd	jsd	NOUN
cet-15117	88	5	between	between	ADP
cet-15117	88	6	the	the	DET
cet-15117	88	7	log	log	NOUN
cet-15117	88	8	-	-	PUNCT
cet-15117	88	9	transformed	transform	VERB
cet-15117	88	10	pdfs	pdfs	NOUN
cet-15117	88	11	to	to	PART
cet-15117	88	12	ensure	ensure	VERB
cet-15117	88	13	that	that	SCONJ
cet-15117	88	14	the	the	DET
cet-15117	88	15	metric	metric	ADJ
cet-15117	88	16	captured	capture	VERB
cet-15117	88	17	differences	difference	NOUN
cet-15117	88	18	between	between	ADP
cet-15117	88	19	the	the	DET
cet-15117	88	20	pdf	pdf	NOUN
cet-15117	88	21	tails	tail	NOUN
cet-15117	88	22	,	,	PUNCT
cet-15117	88	23	which	which	PRON
cet-15117	88	24	represent	represent	VERB
cet-15117	88	25	high	high	ADJ
cet-15117	88	26	q9	q9	PROPN
cet-15117	88	27	volumes	volume	NOUN
cet-15117	88	28	(	(	PUNCT
cet-15117	88	29	jsd	jsd	PROPN
cet-15117	88	30	would	would	AUX
cet-15117	88	31	otherwise	otherwise	ADV
cet-15117	88	32	reflect	reflect	VERB
cet-15117	88	33	differences	difference	NOUN
cet-15117	88	34	around	around	ADP
cet-15117	88	35	the	the	DET
cet-15117	88	36	pdf	pdf	NOUN
cet-15117	88	37	peaks	peak	NOUN
cet-15117	88	38	more	more	ADV
cet-15117	88	39	strongly	strongly	ADV
cet-15117	88	40	)	)	PUNCT
cet-15117	88	41	.	.	PUNCT
cet-15117	89	1	gpr	gpr	PROPN
cet-15117	89	2	-	-	PUNCT
cet-15117	89	3	rnn	rnn	PROPN
cet-15117	89	4	provides	provide	VERB
cet-15117	89	5	predictions	prediction	NOUN
cet-15117	89	6	as	as	ADP
cet-15117	89	7	gaussian	gaussian	ADJ
cet-15117	89	8	distributions	distribution	NOUN
cet-15117	89	9	,	,	PUNCT
cet-15117	89	10	and	and	CCONJ
cet-15117	89	11	we	we	PRON
cet-15117	89	12	calculated	calculate	VERB
cet-15117	89	13	the	the	DET
cet-15117	89	14	q9	q9	PROPN
cet-15117	89	15	volume	volume	NOUN
cet-15117	89	16	exceedances	exceedance	NOUN
cet-15117	89	17	and	and	CCONJ
cet-15117	89	18	pdfs	pdfs	PROPN
cet-15117	89	19	using	use	VERB
cet-15117	89	20	the	the	DET
cet-15117	89	21	means	mean	NOUN
cet-15117	89	22	for	for	ADP
cet-15117	89	23	each	each	DET
cet-15117	89	24	gpr	gpr	PROPN
cet-15117	89	25	-	-	PUNCT
cet-15117	89	26	rnn	rnn	NOUN
cet-15117	89	27	prediction	prediction	NOUN
cet-15117	89	28	,	,	PUNCT
cet-15117	89	29	and	and	CCONJ
cet-15117	89	30	by	by	ADP
cet-15117	89	31	aggregating	aggregate	VERB
cet-15117	89	32	the	the	DET
cet-15117	89	33	figure	figure	NOUN
cet-15117	89	34	4	4	NUM
cet-15117	89	35	.	.	PUNCT
cet-15117	89	36	maximum	maximum	PROPN
cet-15117	89	37	q9	q9	PROPN
cet-15117	89	38	volume	volume	NOUN
cet-15117	89	39	predictions	prediction	NOUN
cet-15117	89	40	from	from	ADP
cet-15117	89	41	cfd	cfd	NOUN
cet-15117	89	42	(	(	PUNCT
cet-15117	89	43	x	x	NOUN
cet-15117	89	44	-	-	NOUN
cet-15117	89	45	axes	axis	NOUN
cet-15117	89	46	)	)	PUNCT
cet-15117	89	47	and	and	CCONJ
cet-15117	89	48	from	from	ADP
cet-15117	89	49	each	each	DET
cet-15117	89	50	surrogate	surrogate	NOUN
cet-15117	89	51	(	(	PUNCT
cet-15117	89	52	y	y	NOUN
cet-15117	89	53	-	-	PUNCT
cet-15117	89	54	axes	axis	NOUN
cet-15117	89	55	)	)	PUNCT
cet-15117	89	56	.	.	PUNCT
cet-15117	90	1	gpr	gpr	PROPN
cet-15117	90	2	-	-	PUNCT
cet-15117	90	3	rnn	rnn	PROPN
cet-15117	90	4	gives	give	VERB
cet-15117	90	5	a	a	DET
cet-15117	90	6	distribution	distribution	NOUN
cet-15117	90	7	for	for	ADP
cet-15117	90	8	each	each	DET
cet-15117	90	9	maximum	maximum	ADJ
cet-15117	90	10	prediction	prediction	NOUN
cet-15117	90	11	at	at	ADP
cet-15117	90	12	each	each	DET
cet-15117	90	13	timestep	timestep	NOUN
cet-15117	90	14	,	,	PUNCT
cet-15117	90	15	the	the	DET
cet-15117	90	16	maximum	maximum	NOUN
cet-15117	90	17	in	in	ADP
cet-15117	90	18	the	the	DET
cet-15117	90	19	lower	low	ADJ
cet-15117	90	20	left	left	ADJ
cet-15117	90	21	plot	plot	NOUN
cet-15117	90	22	was	be	AUX
cet-15117	90	23	calculated	calculate	VERB
cet-15117	90	24	from	from	ADP
cet-15117	90	25	the	the	DET
cet-15117	90	26	means	mean	NOUN
cet-15117	90	27	of	of	ADP
cet-15117	90	28	these	these	PRON
cet-15117	90	29	.	.	PUNCT
cet-15117	91	1	the	the	DET
cet-15117	91	2	lower	low	ADJ
cet-15117	91	3	right	right	ADJ
cet-15117	91	4	plot	plot	NOUN
cet-15117	91	5	shows	show	VERB
cet-15117	91	6	the	the	DET
cet-15117	91	7	same	same	ADJ
cet-15117	91	8	information	information	NOUN
cet-15117	91	9	,	,	PUNCT
cet-15117	91	10	but	but	CCONJ
cet-15117	91	11	on	on	ADP
cet-15117	91	12	linear	linear	ADJ
cet-15117	91	13	axes	axis	NOUN
cet-15117	91	14	with	with	ADP
cet-15117	91	15	±1.96	±1.96	PROPN
cet-15117	91	16	sigma	sigma	VERB
cet-15117	91	17	error	error	NOUN
cet-15117	91	18	bars	bar	NOUN
cet-15117	91	19	.	.	PUNCT
cet-15117	92	1	figure	figure	NOUN
cet-15117	92	2	3	3	NUM
cet-15117	92	3	.	.	PUNCT
cet-15117	92	4	probabilities	probability	NOUN
cet-15117	92	5	of	of	ADP
cet-15117	92	6	q9	q9	PROPN
cet-15117	92	7	volume	volume	PROPN
cet-15117	92	8	exceedance	exceedance	NOUN
cet-15117	92	9	predicted	predict	VERB
cet-15117	92	10	by	by	ADP
cet-15117	92	11	cfd	cfd	NOUN
cet-15117	92	12	(	(	PUNCT
cet-15117	92	13	solid	solid	ADJ
cet-15117	92	14	)	)	PUNCT
cet-15117	92	15	and	and	CCONJ
cet-15117	92	16	by	by	ADP
cet-15117	92	17	gpr	gpr	PROPN
cet-15117	92	18	-	-	PUNCT
cet-15117	92	19	rnn	rnn	PROPN
cet-15117	92	20	(	(	PUNCT
cet-15117	92	21	dotted	dotted	ADJ
cet-15117	92	22	)	)	PUNCT
cet-15117	92	23	.	.	PUNCT
cet-15117	93	1	the	the	DET
cet-15117	93	2	jsd	jsd	PROPN
cet-15117	93	3	is	be	AUX
cet-15117	93	4	shown	show	VERB
cet-15117	93	5	as	as	ADP
cet-15117	93	6	in	in	ADP
cet-15117	93	7	insert	insert	NOUN
cet-15117	93	8	in	in	ADP
cet-15117	93	9	the	the	DET
cet-15117	93	10	plots	plot	NOUN
cet-15117	93	11	as	as	ADP
cet-15117	93	12	a	a	DET
cet-15117	93	13	measure	measure	NOUN
cet-15117	93	14	of	of	ADP
cet-15117	93	15	similarity	similarity	NOUN
cet-15117	93	16	between	between	ADP
cet-15117	93	17	the	the	DET
cet-15117	93	18	predicted	predict	VERB
cet-15117	93	19	q9	q9	PROPN
cet-15117	93	20	volume	volume	NOUN
cet-15117	93	21	pdfs	pdfs	PROPN
cet-15117	93	22	(	(	PUNCT
cet-15117	93	23	not	not	PART
cet-15117	93	24	shown	show	VERB
cet-15117	93	25	)	)	PUNCT
cet-15117	93	26	,	,	PUNCT
cet-15117	93	27	see	see	VERB
cet-15117	93	28	text	text	NOUN
cet-15117	93	29	for	for	ADP
cet-15117	93	30	an	an	DET
cet-15117	93	31	explanation	explanation	NOUN
cet-15117	93	32	of	of	ADP
cet-15117	93	33	jsd	jsd	PROPN
cet-15117	93	34	.	.	PROPN
cet-15117	93	35	left	left	PROPN
cet-15117	93	36	:	:	PUNCT
cet-15117	93	37	results	result	NOUN
cet-15117	93	38	from	from	ADP
cet-15117	93	39	the	the	DET
cet-15117	93	40	mean	mean	NOUN
cet-15117	93	41	of	of	ADP
cet-15117	93	42	each	each	DET
cet-15117	93	43	time	time	NOUN
cet-15117	93	44	-	-	PUNCT
cet-15117	93	45	step	step	NOUN
cet-15117	93	46	prediction	prediction	NOUN
cet-15117	93	47	from	from	ADP
cet-15117	93	48	gpr	gpr	PROPN
cet-15117	93	49	-	-	PUNCT
cet-15117	93	50	rnn	rnn	PROPN
cet-15117	93	51	;	;	PUNCT
cet-15117	93	52	right	right	ADJ
cet-15117	93	53	:	:	PUNCT
cet-15117	93	54	results	result	NOUN
cet-15117	93	55	from	from	ADP
cet-15117	93	56	aggregating	aggregate	VERB
cet-15117	93	57	the	the	DET
cet-15117	93	58	distribution	distribution	NOUN
cet-15117	93	59	of	of	ADP
cet-15117	93	60	gpr	gpr	PROPN
cet-15117	93	61	-	-	PUNCT
cet-15117	93	62	rnn	rnn	NOUN
cet-15117	93	63	predictions	prediction	NOUN
cet-15117	93	64	for	for	ADP
cet-15117	93	65	each	each	DET
cet-15117	93	66	timestep	timestep	NOUN
cet-15117	93	67	.	.	PUNCT
cet-15117	94	1	53	53	NUM
cet-15117	94	2	predicted	predict	VERB
cet-15117	94	3	q9	q9	PROPN
cet-15117	94	4	volume	volume	NOUN
cet-15117	94	5	distributions	distribution	NOUN
cet-15117	94	6	for	for	ADP
cet-15117	94	7	each	each	DET
cet-15117	94	8	timestep	timestep	NOUN
cet-15117	94	9	.	.	PUNCT
cet-15117	95	1	this	this	DET
cet-15117	95	2	latter	latter	ADJ
cet-15117	95	3	approach	approach	NOUN
cet-15117	95	4	results	result	NOUN
cet-15117	95	5	in	in	ADP
cet-15117	95	6	broader	broad	ADJ
cet-15117	95	7	pdfs	pdfs	NOUN
cet-15117	95	8	that	that	PRON
cet-15117	95	9	more	more	ADV
cet-15117	95	10	closely	closely	ADV
cet-15117	95	11	match	match	VERB
cet-15117	95	12	those	those	PRON
cet-15117	95	13	from	from	ADP
cet-15117	95	14	cfd	cfd	NOUN
cet-15117	95	15	(	(	PUNCT
cet-15117	95	16	giving	give	VERB
cet-15117	95	17	a	a	DET
cet-15117	95	18	lower	low	ADJ
cet-15117	95	19	jsd	jsd	NOUN
cet-15117	95	20	)	)	PUNCT
cet-15117	95	21	,	,	PUNCT
cet-15117	95	22	and	and	CCONJ
cet-15117	95	23	exceedance	exceedance	NOUN
cet-15117	95	24	probabilities	probability	NOUN
cet-15117	95	25	that	that	PRON
cet-15117	95	26	are	be	AUX
cet-15117	95	27	closer	close	ADJ
cet-15117	95	28	to	to	ADP
cet-15117	95	29	the	the	DET
cet-15117	95	30	cfd	cfd	NOUN
cet-15117	95	31	predictions	prediction	NOUN
cet-15117	95	32	,	,	PUNCT
cet-15117	95	33	as	as	SCONJ
cet-15117	95	34	seen	see	VERB
cet-15117	95	35	in	in	ADP
cet-15117	95	36	figure	figure	NOUN
cet-15117	95	37	4	4	NUM
cet-15117	95	38	.	.	NOUN
cet-15117	95	39	7	7	NUM
cet-15117	95	40	.	.	NOUN
cet-15117	95	41	final	final	ADJ
cet-15117	95	42	predictions	prediction	NOUN
cet-15117	95	43	we	we	PRON
cet-15117	95	44	take	take	VERB
cet-15117	95	45	10	10	NUM
cet-15117	95	46	000	000	NUM
cet-15117	95	47	samples	sample	NOUN
cet-15117	95	48	from	from	ADP
cet-15117	95	49	the	the	DET
cet-15117	95	50	combined	combine	VERB
cet-15117	95	51	distribution	distribution	NOUN
cet-15117	95	52	of	of	ADP
cet-15117	95	53	the	the	DET
cet-15117	95	54	provided	provide	VERB
cet-15117	95	55	initial	initial	ADJ
cet-15117	95	56	-	-	PUNCT
cet-15117	95	57	condition	condition	NOUN
cet-15117	95	58	distributions	distribution	NOUN
cet-15117	95	59	and	and	CCONJ
cet-15117	95	60	implement	implement	VERB
cet-15117	95	61	a	a	DET
cet-15117	95	62	check	check	NOUN
cet-15117	95	63	to	to	PART
cet-15117	95	64	ensure	ensure	VERB
cet-15117	95	65	that	that	SCONJ
cet-15117	95	66	the	the	DET
cet-15117	95	67	tails	tail	NOUN
cet-15117	95	68	are	be	AUX
cet-15117	95	69	included	include	VERB
cet-15117	95	70	(	(	PUNCT
cet-15117	95	71	low	low	ADJ
cet-15117	95	72	-	-	PUNCT
cet-15117	95	73	frequency	frequency	NOUN
cet-15117	95	74	events	event	NOUN
cet-15117	95	75	are	be	AUX
cet-15117	95	76	often	often	ADV
cet-15117	95	77	associated	associate	VERB
cet-15117	95	78	with	with	ADP
cet-15117	95	79	high	high	ADJ
cet-15117	95	80	costs	cost	NOUN
cet-15117	95	81	)	)	PUNCT
cet-15117	95	82	.	.	PUNCT
cet-15117	96	1	for	for	ADP
cet-15117	96	2	initial	initial	ADJ
cet-15117	96	3	conditions	condition	NOUN
cet-15117	96	4	that	that	PRON
cet-15117	96	5	were	be	AUX
cet-15117	96	6	provided	provide	VERB
cet-15117	96	7	as	as	ADP
cet-15117	96	8	a	a	DET
cet-15117	96	9	list	list	NOUN
cet-15117	96	10	of	of	ADP
cet-15117	96	11	values	value	NOUN
cet-15117	96	12	,	,	PUNCT
cet-15117	96	13	each	each	DET
cet-15117	96	14	possible	possible	ADJ
cet-15117	96	15	combination	combination	NOUN
cet-15117	96	16	is	be	AUX
cet-15117	96	17	combined	combine	VERB
cet-15117	96	18	with	with	ADP
cet-15117	96	19	every	every	DET
cet-15117	96	20	sample	sample	NOUN
cet-15117	96	21	from	from	ADP
cet-15117	96	22	the	the	DET
cet-15117	96	23	joint	joint	ADJ
cet-15117	96	24	distribution	distribution	NOUN
cet-15117	96	25	.	.	PUNCT
cet-15117	97	1	the	the	DET
cet-15117	97	2	surrogate	surrogate	ADJ
cet-15117	97	3	predictions	prediction	NOUN
cet-15117	97	4	are	be	AUX
cet-15117	97	5	shown	show	VERB
cet-15117	97	6	in	in	ADP
cet-15117	97	7	figure	figure	NOUN
cet-15117	97	8	5	5	NUM
cet-15117	97	9	.	.	PUNCT
cet-15117	97	10	figure	figure	NOUN
cet-15117	97	11	5	5	NUM
cet-15117	97	12	.	.	PUNCT
cet-15117	97	13	surrogate	surrogate	ADJ
cet-15117	97	14	predictions	prediction	NOUN
cet-15117	97	15	:	:	PUNCT
cet-15117	97	16	distribution	distribution	NOUN
cet-15117	97	17	of	of	ADP
cet-15117	97	18	max	max	PROPN
cet-15117	97	19	q9	q9	PROPN
cet-15117	97	20	volume	volume	NOUN
cet-15117	97	21	(	(	PUNCT
cet-15117	97	22	left	left	ADV
cet-15117	97	23	)	)	PUNCT
cet-15117	97	24	;	;	PUNCT
cet-15117	97	25	probability	probability	NOUN
cet-15117	97	26	of	of	ADP
cet-15117	97	27	q9	q9	PROPN
cet-15117	97	28	volume	volume	NOUN
cet-15117	97	29	exceedance	exceedance	NOUN
cet-15117	97	30	(	(	PUNCT
cet-15117	97	31	right	right	NOUN
cet-15117	97	32	)	)	PUNCT
cet-15117	97	33	.	.	PUNCT
cet-15117	98	1	8	8	X
cet-15117	98	2	.	.	PUNCT
cet-15117	98	3	conclusions	conclusion	NOUN
cet-15117	98	4	this	this	DET
cet-15117	98	5	demonstration	demonstration	NOUN
cet-15117	98	6	shows	show	VERB
cet-15117	98	7	that	that	SCONJ
cet-15117	98	8	a	a	DET
cet-15117	98	9	gpr	gpr	PROPN
cet-15117	98	10	-	-	PUNCT
cet-15117	98	11	rnn	rnn	NOUN
cet-15117	98	12	surrogate	surrogate	NOUN
cet-15117	98	13	has	have	VERB
cet-15117	98	14	the	the	DET
cet-15117	98	15	potential	potential	NOUN
cet-15117	98	16	to	to	PART
cet-15117	98	17	provide	provide	VERB
cet-15117	98	18	computationally	computationally	ADV
cet-15117	98	19	cheap	cheap	ADJ
cet-15117	98	20	and	and	CCONJ
cet-15117	98	21	accurate	accurate	ADJ
cet-15117	98	22	predictions	prediction	NOUN
cet-15117	98	23	for	for	ADP
cet-15117	98	24	cfd	cfd	NOUN
cet-15117	98	25	calculations	calculation	NOUN
cet-15117	98	26	,	,	PUNCT
cet-15117	98	27	making	make	VERB
cet-15117	98	28	it	it	PRON
cet-15117	98	29	practical	practical	ADJ
cet-15117	98	30	to	to	PART
cet-15117	98	31	consider	consider	VERB
cet-15117	98	32	more	more	ADJ
cet-15117	98	33	scenarios	scenario	NOUN
cet-15117	98	34	in	in	ADP
cet-15117	98	35	a	a	DET
cet-15117	98	36	risk	risk	NOUN
cet-15117	98	37	study	study	NOUN
cet-15117	98	38	,	,	PUNCT
cet-15117	98	39	and	and	CCONJ
cet-15117	98	40	so	so	ADV
cet-15117	98	41	reducing	reduce	VERB
cet-15117	98	42	the	the	DET
cet-15117	98	43	need	need	NOUN
cet-15117	98	44	for	for	ADP
cet-15117	98	45	subjective	subjective	ADJ
cet-15117	98	46	scenario	scenario	NOUN
cet-15117	98	47	selection	selection	NOUN
cet-15117	98	48	.	.	PUNCT
cet-15117	99	1	it	it	PRON
cet-15117	99	2	considers	consider	VERB
cet-15117	99	3	variability	variability	NOUN
cet-15117	99	4	in	in	ADP
cet-15117	99	5	all	all	DET
cet-15117	99	6	parameters	parameter	NOUN
cet-15117	99	7	simultaneously	simultaneously	ADV
cet-15117	99	8	and	and	CCONJ
cet-15117	99	9	its	its	PRON
cet-15117	99	10	intrinsic	intrinsic	ADJ
cet-15117	99	11	fitness	fitness	NOUN
cet-15117	99	12	measure	measure	NOUN
cet-15117	99	13	shows	show	VERB
cet-15117	99	14	how	how	SCONJ
cet-15117	99	15	reliably	reliably	ADV
cet-15117	99	16	its	its	PRON
cet-15117	99	17	predictions	prediction	NOUN
cet-15117	99	18	reproduce	reproduce	VERB
cet-15117	99	19	cfd	cfd	NOUN
cet-15117	99	20	results	result	NOUN
cet-15117	99	21	(	(	PUNCT
cet-15117	99	22	the	the	DET
cet-15117	99	23	surrogate	surrogate	ADJ
cet-15117	99	24	results	result	NOUN
cet-15117	99	25	share	share	VERB
cet-15117	99	26	any	any	DET
cet-15117	99	27	biases	bias	NOUN
cet-15117	99	28	present	present	ADJ
cet-15117	99	29	in	in	ADP
cet-15117	99	30	the	the	DET
cet-15117	99	31	cfd	cfd	NOUN
cet-15117	99	32	predictions	prediction	NOUN
cet-15117	99	33	)	)	PUNCT
cet-15117	99	34	.	.	PUNCT
cet-15117	100	1	the	the	DET
cet-15117	100	2	large	large	ADJ
cet-15117	100	3	number	number	NOUN
cet-15117	100	4	of	of	ADP
cet-15117	100	5	simulations	simulation	NOUN
cet-15117	100	6	needed	need	VERB
cet-15117	100	7	to	to	PART
cet-15117	100	8	train	train	VERB
cet-15117	100	9	the	the	DET
cet-15117	100	10	surrogate	surrogate	ADJ
cet-15117	100	11	offsets	offset	NOUN
cet-15117	100	12	the	the	DET
cet-15117	100	13	computational	computational	ADJ
cet-15117	100	14	saving	saving	NOUN
cet-15117	101	1	and	and	CCONJ
cet-15117	101	2	it	it	PRON
cet-15117	101	3	may	may	AUX
cet-15117	101	4	provide	provide	VERB
cet-15117	101	5	little	little	ADJ
cet-15117	101	6	saving	saving	NOUN
cet-15117	101	7	for	for	ADP
cet-15117	101	8	studies	study	NOUN
cet-15117	101	9	where	where	SCONJ
cet-15117	101	10	only	only	ADV
cet-15117	101	11	one	one	NUM
cet-15117	101	12	or	or	CCONJ
cet-15117	101	13	two	two	NUM
cet-15117	101	14	initial	initial	ADJ
cet-15117	101	15	conditions	condition	NOUN
cet-15117	101	16	are	be	AUX
cet-15117	101	17	varied	varied	ADJ
cet-15117	101	18	.	.	PUNCT
cet-15117	102	1	however	however	ADV
cet-15117	102	2	,	,	PUNCT
cet-15117	102	3	when	when	SCONJ
cet-15117	102	4	multiple	multiple	ADJ
cet-15117	102	5	initial	initial	ADJ
cet-15117	102	6	conditions	condition	NOUN
cet-15117	102	7	are	be	AUX
cet-15117	102	8	varied	varied	ADJ
cet-15117	102	9	,	,	PUNCT
cet-15117	102	10	then	then	ADV
cet-15117	102	11	the	the	DET
cet-15117	102	12	huge	huge	ADJ
cet-15117	102	13	(	(	PUNCT
cet-15117	102	14	in	in	ADP
cet-15117	102	15	principle	principle	NOUN
cet-15117	102	16	,	,	PUNCT
cet-15117	102	17	unlimited	unlimited	ADJ
cet-15117	102	18	)	)	PUNCT
cet-15117	102	19	increase	increase	NOUN
cet-15117	102	20	in	in	ADP
cet-15117	102	21	the	the	DET
cet-15117	102	22	number	number	NOUN
cet-15117	102	23	of	of	ADP
cet-15117	102	24	scenarios	scenario	NOUN
cet-15117	102	25	that	that	PRON
cet-15117	102	26	can	can	AUX
cet-15117	102	27	be	be	AUX
cet-15117	102	28	considered	consider	VERB
cet-15117	102	29	make	make	VERB
cet-15117	102	30	this	this	PRON
cet-15117	102	31	a	a	DET
cet-15117	102	32	powerful	powerful	ADJ
cet-15117	102	33	method	method	NOUN
cet-15117	102	34	of	of	ADP
cet-15117	102	35	reducing	reduce	VERB
cet-15117	102	36	computational	computational	ADJ
cet-15117	102	37	cost	cost	NOUN
cet-15117	102	38	without	without	ADP
cet-15117	102	39	compromising	compromise	VERB
cet-15117	102	40	accuracy	accuracy	NOUN
cet-15117	102	41	.	.	PUNCT
cet-15117	103	1	references	reference	NOUN
cet-15117	103	2	futoma	futoma	PROPN
cet-15117	103	3	,	,	PUNCT
cet-15117	103	4	j.	j.	PROPN
cet-15117	103	5	hariharan	hariharan	PROPN
cet-15117	103	6	,	,	PUNCT
cet-15117	103	7	s.	s.	PROPN
cet-15117	103	8	,	,	PUNCT
cet-15117	103	9	heller	heller	NOUN
cet-15117	103	10	,	,	PUNCT
cet-15117	103	11	k.	k.	PROPN
cet-15117	103	12	,	,	PUNCT
cet-15117	103	13	sendak	sendak	PROPN
cet-15117	103	14	,	,	PUNCT
cet-15117	103	15	m.	m.	NOUN
cet-15117	103	16	,	,	PUNCT
cet-15117	103	17	brajer	brajer	NOUN
cet-15117	103	18	,	,	PUNCT
cet-15117	103	19	n.	n.	NOUN
cet-15117	103	20	,	,	PUNCT
cet-15117	103	21	clement	clement	PROPN
cet-15117	103	22	,	,	PUNCT
cet-15117	103	23	m.	m.	NOUN
cet-15117	103	24	,	,	PUNCT
cet-15117	103	25	bedoya	bedoya	PROPN
cet-15117	103	26	,	,	PUNCT
cet-15117	103	27	a.	a.	NOUN
cet-15117	103	28	and	and	CCONJ
cet-15117	103	29	o’brien	o’brien	PROPN
cet-15117	103	30	,	,	PUNCT
cet-15117	103	31	c.	c.	PROPN
cet-15117	103	32	2017	2017	NUM
cet-15117	103	33	.	.	PUNCT
cet-15117	104	1	an	an	DET
cet-15117	104	2	improved	improved	ADJ
cet-15117	104	3	multi	multi	ADJ
cet-15117	104	4	-	-	ADJ
cet-15117	104	5	output	output	ADJ
cet-15117	104	6	gaussian	gaussian	ADJ
cet-15117	104	7	process	process	NOUN
cet-15117	104	8	rnn	rnn	VERB
cet-15117	104	9	with	with	ADP
cet-15117	104	10	real	real	ADJ
cet-15117	104	11	-	-	PUNCT
cet-15117	104	12	time	time	NOUN
cet-15117	104	13	validation	validation	NOUN
cet-15117	104	14	for	for	ADP
cet-15117	104	15	early	early	ADJ
cet-15117	104	16	sepsis	sepsis	NOUN
cet-15117	104	17	detection	detection	NOUN
cet-15117	104	18	.	.	PUNCT
cet-15117	105	1	proceedings	proceeding	NOUN
cet-15117	105	2	of	of	ADP
cet-15117	105	3	machine	machine	NOUN
cet-15117	105	4	learning	learn	VERB
cet-15117	105	5	for	for	ADP
cet-15117	105	6	healthcare	healthcare	PROPN
cet-15117	105	7	2017	2017	NUM
cet-15117	105	8	.	.	PUNCT
cet-15117	106	1	rasmussen	rasmussen	PROPN
cet-15117	106	2	,	,	PUNCT
cet-15117	106	3	c.	c.	PROPN
cet-15117	106	4	e.	e.	PROPN
cet-15117	106	5	and	and	CCONJ
cet-15117	106	6	williams	williams	PROPN
cet-15117	106	7	,	,	PUNCT
cet-15117	106	8	c.	c.	PROPN
cet-15117	106	9	k.	k.	PROPN
cet-15117	106	10	i.	i.	PROPN
cet-15117	106	11	2006	2006	NUM
cet-15117	106	12	.	.	PUNCT
cet-15117	107	1	gaussian	gaussian	NOUN
cet-15117	107	2	processes	process	NOUN
cet-15117	107	3	for	for	ADP
cet-15117	107	4	machine	machine	NOUN
cet-15117	107	5	learning	learning	NOUN
cet-15117	107	6	.	.	PUNCT
cet-15117	108	1	the	the	DET
cet-15117	108	2	mit	mit	PROPN
cet-15117	108	3	press	press	NOUN
cet-15117	108	4	.	.	PUNCT
cet-15117	109	1	saltelli	saltelli	PROPN
cet-15117	109	2	,	,	PUNCT
cet-15117	109	3	a.	a.	PROPN
cet-15117	109	4	,	,	PUNCT
cet-15117	109	5	tarantola	tarantola	PROPN
cet-15117	109	6	,	,	PUNCT
cet-15117	109	7	s.	s.	PROPN
cet-15117	109	8	,	,	PUNCT
cet-15117	109	9	campolongo	campolongo	PROPN
cet-15117	109	10	,	,	PUNCT
cet-15117	109	11	f.	f.	PROPN
cet-15117	109	12	and	and	CCONJ
cet-15117	109	13	ratto	ratto	PROPN
cet-15117	109	14	,	,	PUNCT
cet-15117	109	15	m.	m.	NOUN
cet-15117	109	16	2002	2002	NUM
cet-15117	109	17	.	.	PUNCT
cet-15117	110	1	a	a	DET
cet-15117	110	2	guide	guide	NOUN
cet-15117	110	3	to	to	ADP
cet-15117	110	4	assessing	assess	VERB
cet-15117	110	5	scientific	scientific	ADJ
cet-15117	110	6	models	model	NOUN
cet-15117	110	7	.	.	PUNCT
cet-15117	111	1	wiley	wiley	PROPN
cet-15117	111	2	.	.	PUNCT
cet-15117	112	1	sun	sun	PROPN
cet-15117	112	2	,	,	PUNCT
cet-15117	112	3	x.	x.	PROPN
cet-15117	112	4	,	,	PUNCT
cet-15117	112	5	kim	kim	PROPN
cet-15117	112	6	,	,	PUNCT
cet-15117	112	7	s.	s.	PROPN
cet-15117	112	8	and	and	CCONJ
cet-15117	112	9	choi	choi	PROPN
cet-15117	112	10	,	,	PUNCT
cet-15117	112	11	j.	j.	PROPN
cet-15117	112	12	i.	i.	PROPN
cet-15117	112	13	2022	2022	PROPN
cet-15117	112	14	.	.	PUNCT
cet-15117	113	1	recurrent	recurrent	ADJ
cet-15117	113	2	neural	neural	ADJ
cet-15117	113	3	network	network	NOUN
cet-15117	113	4	-	-	PUNCT
cet-15117	113	5	induced	induce	VERB
cet-15117	113	6	gaussian	gaussian	ADJ
cet-15117	113	7	process	process	NOUN
cet-15117	113	8	.	.	PUNCT
cet-15117	114	1	neurocomputing	neurocompute	VERB
cet-15117	114	2	509	509	NUM
cet-15117	114	3	,	,	PUNCT
cet-15117	114	4	p.	p.	NOUN
cet-15117	114	5	75	75	NUM
cet-15117	114	6	-	-	SYM
cet-15117	114	7	84	84	NUM
cet-15117	114	8	.	.	PUNCT
cet-15117	115	1	weerasuriya	weerasuriya	NOUN
cet-15117	115	2	,	,	PUNCT
cet-15117	115	3	a.	a.	PROPN
cet-15117	115	4	u.	u.	PROPN
cet-15117	115	5	,	,	PUNCT
cet-15117	115	6	zhang	zhang	PROPN
cet-15117	115	7	,	,	PUNCT
cet-15117	115	8	x.	x.	PROPN
cet-15117	115	9	,	,	PUNCT
cet-15117	115	10	lu	lu	PROPN
cet-15117	115	11	,	,	PUNCT
cet-15117	115	12	b.	b.	PROPN
cet-15117	115	13	,	,	PUNCT
cet-15117	115	14	tse	tse	PROPN
cet-15117	115	15	,	,	PUNCT
cet-15117	115	16	k.	k.	PROPN
cet-15117	115	17	t.	t.	PROPN
cet-15117	115	18	and	and	CCONJ
cet-15117	115	19	lui	lui	PROPN
cet-15117	115	20	,	,	PUNCT
cet-15117	115	21	c.	c.	PROPN
cet-15117	115	22	h.	h.	PROPN
cet-15117	115	23	2021	2021	NUM
cet-15117	115	24	.	.	PUNCT
cet-15117	116	1	a	a	DET
cet-15117	116	2	gaussian	gaussian	ADJ
cet-15117	116	3	process	process	NOUN
cet-15117	116	4	-	-	PUNCT
cet-15117	116	5	based	base	VERB
cet-15117	116	6	emulator	emulator	NOUN
cet-15117	116	7	for	for	ADP
cet-15117	116	8	modelling	model	VERB
cet-15117	116	9	pedestrian	pedestrian	NOUN
cet-15117	116	10	-	-	PUNCT
cet-15117	116	11	level	level	NOUN
cet-15117	116	12	wind	wind	NOUN
cet-15117	116	13	field	field	NOUN
cet-15117	116	14	.	.	PUNCT
cet-15117	117	1	building	building	NOUN
cet-15117	117	2	and	and	CCONJ
cet-15117	117	3	environment	environment	NOUN
cet-15117	117	4	188	188	NUM
cet-15117	117	5	.	.	PUNCT
cet-15117	118	1	54	54	NUM
cet-15117	118	2	193mackie.pdf	193mackie.pdf	NUM
cet-15117	118	3	using	use	VERB
cet-15117	118	4	a	a	DET
cet-15117	118	5	surrogate	surrogate	ADJ
cet-15117	118	6	model	model	NOUN
cet-15117	118	7	in	in	ADP
cet-15117	118	8	risk	risk	NOUN
cet-15117	118	9	studies	study	NOUN
cet-15117	118	10	using	use	VERB
cet-15117	118	11	cfd	cfd	NOUN
cet-15117	118	12	simulations	simulation	NOUN