id	sid	tid	token	lemma	pos
ispiv-160	1	1	14th	14th	ADJ
ispiv-160	1	2	international	international	ADJ
ispiv-160	1	3	symposium	symposium	NOUN
ispiv-160	1	4	on	on	ADP
ispiv-160	1	5	particle	particle	NOUN
ispiv-160	1	6	image	image	NOUN
ispiv-160	1	7	velocimetry	velocimetry	NOUN
ispiv-160	1	8	–	–	PUNCT
ispiv-160	1	9	ispiv	ispiv	NOUN
ispiv-160	1	10	2021	2021	NUM
ispiv-160	1	11	august	august	PROPN
ispiv-160	1	12	1–5	1–5	NUM
ispiv-160	1	13	,	,	PUNCT
ispiv-160	1	14	2021	2021	NUM
ispiv-160	1	15	gans	gan	NOUN
ispiv-160	1	16	-	-	PUNCT
ispiv-160	1	17	based	base	VERB
ispiv-160	1	18	piv	piv	NOUN
ispiv-160	1	19	resolution	resolution	NOUN
ispiv-160	1	20	enhancement	enhancement	NOUN
ispiv-160	1	21	without	without	ADP
ispiv-160	1	22	the	the	DET
ispiv-160	1	23	need	need	NOUN
ispiv-160	1	24	of	of	ADP
ispiv-160	1	25	high	high	ADJ
ispiv-160	1	26	-	-	PUNCT
ispiv-160	1	27	resolution	resolution	NOUN
ispiv-160	1	28	input	input	NOUN
ispiv-160	1	29	alejandro	alejandro	PROPN
ispiv-160	1	30	güemes1	güemes1	PROPN
ispiv-160	1	31	,	,	PUNCT
ispiv-160	1	32	carlos	carlos	PROPN
ispiv-160	1	33	sanmiguel	sanmiguel	PROPN
ispiv-160	1	34	vila1	vila1	PROPN
ispiv-160	1	35	,	,	PUNCT
ispiv-160	1	36	stefano	stefano	PROPN
ispiv-160	1	37	discetti1∗	discetti1∗	PROPN
ispiv-160	1	38	1	1	NUM
ispiv-160	1	39	universidad	universidad	PROPN
ispiv-160	1	40	carlos	carlos	PROPN
ispiv-160	1	41	iii	iii	PROPN
ispiv-160	1	42	de	de	X
ispiv-160	1	43	madrid	madrid	PROPN
ispiv-160	1	44	,	,	PUNCT
ispiv-160	1	45	aerospace	aerospace	NOUN
ispiv-160	1	46	engineering	engineering	NOUN
ispiv-160	1	47	research	research	NOUN
ispiv-160	1	48	group	group	NOUN
ispiv-160	1	49	,	,	PUNCT
ispiv-160	1	50	madrid	madrid	PROPN
ispiv-160	1	51	,	,	PUNCT
ispiv-160	1	52	spain	spain	PROPN
ispiv-160	1	53	∗	∗	VERB
ispiv-160	1	54	sdiscett@ing.uc3m.es	sdiscett@ing.uc3m.es	PROPN
ispiv-160	1	55	abstract	abstract	ADJ
ispiv-160	1	56	a	a	DET
ispiv-160	1	57	data	data	NOUN
ispiv-160	1	58	-	-	PUNCT
ispiv-160	1	59	driven	drive	VERB
ispiv-160	1	60	approach	approach	NOUN
ispiv-160	1	61	to	to	PART
ispiv-160	1	62	reconstruct	reconstruct	VERB
ispiv-160	1	63	high	high	ADJ
ispiv-160	1	64	-	-	PUNCT
ispiv-160	1	65	resolution	resolution	NOUN
ispiv-160	1	66	flow	flow	NOUN
ispiv-160	1	67	fields	field	NOUN
ispiv-160	1	68	is	be	AUX
ispiv-160	1	69	presented	present	VERB
ispiv-160	1	70	.	.	PUNCT
ispiv-160	2	1	the	the	DET
ispiv-160	2	2	method	method	NOUN
ispiv-160	2	3	is	be	AUX
ispiv-160	2	4	based	base	VERB
ispiv-160	2	5	on	on	ADP
ispiv-160	2	6	exploiting	exploit	VERB
ispiv-160	2	7	the	the	DET
ispiv-160	2	8	recent	recent	ADJ
ispiv-160	2	9	advances	advance	NOUN
ispiv-160	2	10	of	of	ADP
ispiv-160	2	11	srgans	srgan	NOUN
ispiv-160	2	12	(	(	PUNCT
ispiv-160	2	13	super	super	ADJ
ispiv-160	2	14	-	-	ADJ
ispiv-160	2	15	resolution	resolution	ADJ
ispiv-160	2	16	generative	generative	ADJ
ispiv-160	2	17	adversarial	adversarial	ADJ
ispiv-160	2	18	networks	network	NOUN
ispiv-160	2	19	)	)	PUNCT
ispiv-160	2	20	to	to	PART
ispiv-160	2	21	enhance	enhance	VERB
ispiv-160	2	22	the	the	DET
ispiv-160	2	23	resolution	resolution	NOUN
ispiv-160	2	24	of	of	ADP
ispiv-160	2	25	particle	particle	NOUN
ispiv-160	2	26	image	image	NOUN
ispiv-160	2	27	velocimetry	velocimetry	NOUN
ispiv-160	2	28	(	(	PUNCT
ispiv-160	2	29	piv	piv	NOUN
ispiv-160	2	30	)	)	PUNCT
ispiv-160	2	31	.	.	PUNCT
ispiv-160	3	1	the	the	DET
ispiv-160	3	2	proposed	propose	VERB
ispiv-160	3	3	approach	approach	NOUN
ispiv-160	3	4	exploits	exploit	VERB
ispiv-160	3	5	the	the	DET
ispiv-160	3	6	availability	availability	NOUN
ispiv-160	3	7	of	of	ADP
ispiv-160	3	8	incomplete	incomplete	ADJ
ispiv-160	3	9	projections	projection	NOUN
ispiv-160	3	10	on	on	ADP
ispiv-160	3	11	high	high	ADJ
ispiv-160	3	12	-	-	PUNCT
ispiv-160	3	13	resolution	resolution	NOUN
ispiv-160	3	14	fields	field	NOUN
ispiv-160	3	15	using	use	VERB
ispiv-160	3	16	the	the	DET
ispiv-160	3	17	same	same	ADJ
ispiv-160	3	18	set	set	NOUN
ispiv-160	3	19	of	of	ADP
ispiv-160	3	20	images	image	NOUN
ispiv-160	3	21	processed	process	VERB
ispiv-160	3	22	by	by	ADP
ispiv-160	3	23	standard	standard	ADJ
ispiv-160	3	24	piv	piv	NOUN
ispiv-160	3	25	.	.	PUNCT
ispiv-160	4	1	such	such	ADJ
ispiv-160	4	2	incomplete	incomplete	ADJ
ispiv-160	4	3	projection	projection	NOUN
ispiv-160	4	4	is	be	AUX
ispiv-160	4	5	made	make	VERB
ispiv-160	4	6	available	available	ADJ
ispiv-160	4	7	by	by	ADP
ispiv-160	4	8	sparse	sparse	ADJ
ispiv-160	4	9	particle	particle	NOUN
ispiv-160	4	10	-	-	PUNCT
ispiv-160	4	11	based	base	VERB
ispiv-160	4	12	measurements	measurement	NOUN
ispiv-160	4	13	such	such	ADJ
ispiv-160	4	14	as	as	ADP
ispiv-160	4	15	super	super	ADJ
ispiv-160	4	16	-	-	ADJ
ispiv-160	4	17	resolution	resolution	ADJ
ispiv-160	4	18	particle	particle	NOUN
ispiv-160	4	19	tracking	tracking	NOUN
ispiv-160	4	20	velocimetry	velocimetry	NOUN
ispiv-160	4	21	.	.	PUNCT
ispiv-160	5	1	consequently	consequently	ADV
ispiv-160	5	2	,	,	PUNCT
ispiv-160	5	3	in	in	ADP
ispiv-160	5	4	contrast	contrast	NOUN
ispiv-160	5	5	to	to	ADP
ispiv-160	5	6	other	other	ADJ
ispiv-160	5	7	works	work	NOUN
ispiv-160	5	8	,	,	PUNCT
ispiv-160	5	9	the	the	DET
ispiv-160	5	10	method	method	NOUN
ispiv-160	5	11	does	do	AUX
ispiv-160	5	12	not	not	PART
ispiv-160	5	13	need	need	VERB
ispiv-160	5	14	a	a	DET
ispiv-160	5	15	dual	dual	ADJ
ispiv-160	5	16	set	set	NOUN
ispiv-160	5	17	of	of	ADP
ispiv-160	5	18	low	low	ADJ
ispiv-160	5	19	/	/	SYM
ispiv-160	5	20	high	high	ADJ
ispiv-160	5	21	-	-	PUNCT
ispiv-160	5	22	resolution	resolution	NOUN
ispiv-160	5	23	images	image	NOUN
ispiv-160	5	24	,	,	PUNCT
ispiv-160	5	25	and	and	CCONJ
ispiv-160	5	26	can	can	AUX
ispiv-160	5	27	be	be	AUX
ispiv-160	5	28	applied	apply	VERB
ispiv-160	5	29	directly	directly	ADV
ispiv-160	5	30	on	on	ADP
ispiv-160	5	31	a	a	DET
ispiv-160	5	32	single	single	ADJ
ispiv-160	5	33	set	set	NOUN
ispiv-160	5	34	of	of	ADP
ispiv-160	5	35	raw	raw	ADJ
ispiv-160	5	36	images	image	NOUN
ispiv-160	5	37	for	for	ADP
ispiv-160	5	38	training	training	NOUN
ispiv-160	5	39	and	and	CCONJ
ispiv-160	5	40	estimation	estimation	NOUN
ispiv-160	5	41	.	.	PUNCT
ispiv-160	6	1	this	this	DET
ispiv-160	6	2	data	data	NOUN
ispiv-160	6	3	-	-	PUNCT
ispiv-160	6	4	enhanced	enhance	VERB
ispiv-160	6	5	particle	particle	NOUN
ispiv-160	6	6	approach	approach	NOUN
ispiv-160	6	7	is	be	AUX
ispiv-160	6	8	assessed	assess	VERB
ispiv-160	6	9	employing	employ	VERB
ispiv-160	6	10	two	two	NUM
ispiv-160	6	11	datasets	dataset	NOUN
ispiv-160	6	12	generated	generate	VERB
ispiv-160	6	13	from	from	ADP
ispiv-160	6	14	direct	direct	ADJ
ispiv-160	6	15	numerical	numerical	ADJ
ispiv-160	6	16	simulations	simulation	NOUN
ispiv-160	6	17	:	:	PUNCT
ispiv-160	6	18	a	a	DET
ispiv-160	6	19	fluidic	fluidic	ADJ
ispiv-160	6	20	pinball	pinball	NOUN
ispiv-160	6	21	and	and	CCONJ
ispiv-160	6	22	a	a	DET
ispiv-160	6	23	turbulent	turbulent	ADJ
ispiv-160	6	24	channel	channel	NOUN
ispiv-160	6	25	flow	flow	NOUN
ispiv-160	6	26	.	.	PUNCT
ispiv-160	7	1	the	the	DET
ispiv-160	7	2	results	result	NOUN
ispiv-160	7	3	prove	prove	VERB
ispiv-160	7	4	that	that	SCONJ
ispiv-160	7	5	this	this	DET
ispiv-160	7	6	data	data	NOUN
ispiv-160	7	7	-	-	PUNCT
ispiv-160	7	8	driven	drive	VERB
ispiv-160	7	9	method	method	NOUN
ispiv-160	7	10	is	be	AUX
ispiv-160	7	11	able	able	ADJ
ispiv-160	7	12	to	to	PART
ispiv-160	7	13	enhance	enhance	VERB
ispiv-160	7	14	the	the	DET
ispiv-160	7	15	resolution	resolution	NOUN
ispiv-160	7	16	of	of	ADP
ispiv-160	7	17	piv	piv	NOUN
ispiv-160	7	18	measurements	measurement	NOUN
ispiv-160	7	19	even	even	ADV
ispiv-160	7	20	in	in	ADP
ispiv-160	7	21	complex	complex	ADJ
ispiv-160	7	22	flows	flow	NOUN
ispiv-160	7	23	without	without	ADP
ispiv-160	7	24	the	the	DET
ispiv-160	7	25	need	need	NOUN
ispiv-160	7	26	of	of	ADP
ispiv-160	7	27	a	a	DET
ispiv-160	7	28	separate	separate	ADJ
ispiv-160	7	29	high	high	ADJ
ispiv-160	7	30	-	-	PUNCT
ispiv-160	7	31	resolution	resolution	NOUN
ispiv-160	7	32	experiment	experiment	NOUN
ispiv-160	7	33	for	for	ADP
ispiv-160	7	34	training	training	NOUN
ispiv-160	7	35	.	.	PUNCT
ispiv-160	8	1	1	1	NUM
ispiv-160	8	2	introduction	introduction	NOUN
ispiv-160	8	3	the	the	DET
ispiv-160	8	4	enhancement	enhancement	NOUN
ispiv-160	8	5	of	of	ADP
ispiv-160	8	6	the	the	DET
ispiv-160	8	7	spatial	spatial	ADJ
ispiv-160	8	8	resolution	resolution	NOUN
ispiv-160	8	9	in	in	ADP
ispiv-160	8	10	particle	particle	NOUN
ispiv-160	8	11	image	image	NOUN
ispiv-160	8	12	velocimetry	velocimetry	NOUN
ispiv-160	8	13	(	(	PUNCT
ispiv-160	8	14	piv	piv	NOUN
ispiv-160	8	15	)	)	PUNCT
ispiv-160	8	16	is	be	AUX
ispiv-160	8	17	a	a	DET
ispiv-160	8	18	long	long	ADV
ispiv-160	8	19	-	-	PUNCT
ispiv-160	8	20	standing	stand	VERB
ispiv-160	8	21	line	line	NOUN
ispiv-160	8	22	of	of	ADP
ispiv-160	8	23	research	research	NOUN
ispiv-160	8	24	.	.	PUNCT
ispiv-160	9	1	many	many	ADJ
ispiv-160	9	2	efforts	effort	NOUN
ispiv-160	9	3	have	have	AUX
ispiv-160	9	4	been	be	AUX
ispiv-160	9	5	directed	direct	VERB
ispiv-160	9	6	towards	towards	ADP
ispiv-160	9	7	increasing	increase	VERB
ispiv-160	9	8	both	both	CCONJ
ispiv-160	9	9	the	the	DET
ispiv-160	9	10	dynamic	dynamic	ADJ
ispiv-160	9	11	spatial	spatial	ADJ
ispiv-160	9	12	range	range	NOUN
ispiv-160	9	13	(	(	PUNCT
ispiv-160	9	14	dsr	dsr	NOUN
ispiv-160	9	15	)	)	PUNCT
ispiv-160	9	16	and	and	CCONJ
ispiv-160	9	17	the	the	DET
ispiv-160	9	18	dynamic	dynamic	ADJ
ispiv-160	9	19	velocity	velocity	NOUN
ispiv-160	9	20	range	range	NOUN
ispiv-160	9	21	(	(	PUNCT
ispiv-160	9	22	dvr	dvr	PROPN
ispiv-160	9	23	)	)	PUNCT
ispiv-160	9	24	,	,	PUNCT
ispiv-160	9	25	defined	define	VERB
ispiv-160	9	26	as	as	ADP
ispiv-160	9	27	the	the	DET
ispiv-160	9	28	ratio	ratio	NOUN
ispiv-160	9	29	between	between	ADP
ispiv-160	9	30	the	the	DET
ispiv-160	9	31	largest	large	ADJ
ispiv-160	9	32	and	and	CCONJ
ispiv-160	9	33	smallest	small	ADJ
ispiv-160	9	34	measurable	measurable	ADJ
ispiv-160	9	35	length	length	NOUN
ispiv-160	9	36	/	/	SYM
ispiv-160	9	37	velocity	velocity	NOUN
ispiv-160	9	38	,	,	PUNCT
ispiv-160	9	39	respectively	respectively	ADV
ispiv-160	9	40	(	(	PUNCT
ispiv-160	9	41	adrian	adrian	PROPN
ispiv-160	9	42	,	,	PUNCT
ispiv-160	9	43	1997	1997	NUM
ispiv-160	9	44	)	)	PUNCT
ispiv-160	9	45	.	.	PUNCT
ispiv-160	10	1	an	an	DET
ispiv-160	10	2	increase	increase	NOUN
ispiv-160	10	3	of	of	ADP
ispiv-160	10	4	the	the	DET
ispiv-160	10	5	dsr	dsr	NOUN
ispiv-160	10	6	can	can	AUX
ispiv-160	10	7	be	be	AUX
ispiv-160	10	8	achieved	achieve	VERB
ispiv-160	10	9	either	either	CCONJ
ispiv-160	10	10	by	by	ADP
ispiv-160	10	11	technological	technological	ADJ
ispiv-160	10	12	advances	advance	NOUN
ispiv-160	10	13	(	(	PUNCT
ispiv-160	10	14	enlarging	enlarge	VERB
ispiv-160	10	15	the	the	DET
ispiv-160	10	16	sensor	sensor	NOUN
ispiv-160	10	17	size	size	NOUN
ispiv-160	10	18	)	)	PUNCT
ispiv-160	10	19	or	or	CCONJ
ispiv-160	10	20	by	by	ADP
ispiv-160	10	21	algorithms	algorithm	NOUN
ispiv-160	10	22	capable	capable	ADJ
ispiv-160	10	23	of	of	ADP
ispiv-160	10	24	reducing	reduce	VERB
ispiv-160	10	25	the	the	DET
ispiv-160	10	26	size	size	NOUN
ispiv-160	10	27	of	of	ADP
ispiv-160	10	28	the	the	DET
ispiv-160	10	29	smallest	small	ADJ
ispiv-160	10	30	resolvable	resolvable	ADJ
ispiv-160	10	31	scale	scale	NOUN
ispiv-160	10	32	.	.	PUNCT
ispiv-160	11	1	along	along	ADP
ispiv-160	11	2	this	this	DET
ispiv-160	11	3	line	line	NOUN
ispiv-160	11	4	,	,	PUNCT
ispiv-160	11	5	it	it	PRON
ispiv-160	11	6	has	have	AUX
ispiv-160	11	7	been	be	AUX
ispiv-160	11	8	assumed	assume	VERB
ispiv-160	11	9	for	for	ADP
ispiv-160	11	10	long	long	ADJ
ispiv-160	11	11	that	that	SCONJ
ispiv-160	11	12	the	the	DET
ispiv-160	11	13	mean	mean	ADJ
ispiv-160	11	14	interparticle	interparticle	NOUN
ispiv-160	11	15	spacing	spacing	NOUN
ispiv-160	11	16	was	be	AUX
ispiv-160	11	17	the	the	DET
ispiv-160	11	18	lowest	low	ADJ
ispiv-160	11	19	bound	bind	VERB
ispiv-160	11	20	for	for	ADP
ispiv-160	11	21	resolution	resolution	NOUN
ispiv-160	11	22	,	,	PUNCT
ispiv-160	11	23	unless	unless	SCONJ
ispiv-160	11	24	temporal	temporal	ADJ
ispiv-160	11	25	information	information	NOUN
ispiv-160	11	26	is	be	AUX
ispiv-160	11	27	used	use	VERB
ispiv-160	11	28	in	in	ADP
ispiv-160	11	29	the	the	DET
ispiv-160	11	30	process	process	NOUN
ispiv-160	11	31	.	.	PUNCT
ispiv-160	12	1	for	for	ADP
ispiv-160	12	2	time	time	NOUN
ispiv-160	12	3	-	-	PUNCT
ispiv-160	12	4	resolved	resolve	VERB
ispiv-160	12	5	piv	piv	NOUN
ispiv-160	12	6	,	,	PUNCT
ispiv-160	12	7	this	this	DET
ispiv-160	12	8	process	process	NOUN
ispiv-160	12	9	has	have	AUX
ispiv-160	12	10	led	lead	VERB
ispiv-160	12	11	already	already	ADV
ispiv-160	12	12	to	to	ADP
ispiv-160	12	13	several	several	ADJ
ispiv-160	12	14	successful	successful	ADJ
ispiv-160	12	15	applications	application	NOUN
ispiv-160	12	16	in	in	ADP
ispiv-160	12	17	2d	2d	NUM
ispiv-160	12	18	and	and	CCONJ
ispiv-160	12	19	3d	3d	NUM
ispiv-160	12	20	(	(	PUNCT
ispiv-160	12	21	see	see	VERB
ispiv-160	12	22	for	for	ADP
ispiv-160	12	23	instance	instance	NOUN
ispiv-160	12	24	hain	hain	NOUN
ispiv-160	12	25	and	and	CCONJ
ispiv-160	12	26	kähler	kähler	NOUN
ispiv-160	12	27	2007	2007	NUM
ispiv-160	12	28	)	)	PUNCT
ispiv-160	12	29	.	.	PUNCT
ispiv-160	13	1	the	the	DET
ispiv-160	13	2	challenge	challenge	NOUN
ispiv-160	13	3	of	of	ADP
ispiv-160	13	4	achieving	achieve	VERB
ispiv-160	13	5	higher	high	ADJ
ispiv-160	13	6	resolution	resolution	NOUN
ispiv-160	13	7	flow	flow	NOUN
ispiv-160	13	8	fields	field	NOUN
ispiv-160	13	9	is	be	AUX
ispiv-160	13	10	critical	critical	ADJ
ispiv-160	13	11	in	in	ADP
ispiv-160	13	12	turbulent	turbulent	ADJ
ispiv-160	13	13	flows	flow	NOUN
ispiv-160	13	14	in	in	ADP
ispiv-160	13	15	which	which	PRON
ispiv-160	13	16	the	the	DET
ispiv-160	13	17	spatial	spatial	ADJ
ispiv-160	13	18	scales	scale	NOUN
ispiv-160	13	19	have	have	VERB
ispiv-160	13	20	a	a	DET
ispiv-160	13	21	wide	wide	ADJ
ispiv-160	13	22	spectrum	spectrum	NOUN
ispiv-160	13	23	,	,	PUNCT
ispiv-160	13	24	being	be	AUX
ispiv-160	13	25	the	the	DET
ispiv-160	13	26	ratio	ratio	NOUN
ispiv-160	13	27	between	between	ADP
ispiv-160	13	28	the	the	DET
ispiv-160	13	29	integral	integral	ADJ
ispiv-160	13	30	scale	scale	NOUN
ispiv-160	13	31	and	and	CCONJ
ispiv-160	13	32	the	the	DET
ispiv-160	13	33	kolmogorov	kolmogorov	ADJ
ispiv-160	13	34	scale	scale	NOUN
ispiv-160	13	35	proportional	proportional	NOUN
ispiv-160	13	36	to	to	ADP
ispiv-160	13	37	re−3/4	re−3/4	NOUN
ispiv-160	13	38	(	(	PUNCT
ispiv-160	13	39	pope	pope	NOUN
ispiv-160	13	40	,	,	PUNCT
ispiv-160	13	41	2000	2000	NUM
ispiv-160	13	42	)	)	PUNCT
ispiv-160	13	43	,	,	PUNCT
ispiv-160	13	44	where	where	SCONJ
ispiv-160	13	45	re	re	NOUN
ispiv-160	13	46	is	be	AUX
ispiv-160	13	47	the	the	DET
ispiv-160	13	48	reynolds	reynolds	PROPN
ispiv-160	13	49	number	number	NOUN
ispiv-160	13	50	based	base	VERB
ispiv-160	13	51	on	on	ADP
ispiv-160	13	52	the	the	DET
ispiv-160	13	53	large	large	ADJ
ispiv-160	13	54	-	-	PUNCT
ispiv-160	13	55	scale	scale	NOUN
ispiv-160	13	56	size	size	NOUN
ispiv-160	13	57	and	and	CCONJ
ispiv-160	13	58	velocity	velocity	NOUN
ispiv-160	13	59	.	.	PUNCT
ispiv-160	14	1	due	due	ADP
ispiv-160	14	2	to	to	ADP
ispiv-160	14	3	their	their	PRON
ispiv-160	14	4	presence	presence	NOUN
ispiv-160	14	5	in	in	ADP
ispiv-160	14	6	a	a	DET
ispiv-160	14	7	large	large	ADJ
ispiv-160	14	8	number	number	NOUN
ispiv-160	14	9	of	of	ADP
ispiv-160	14	10	relevant	relevant	ADJ
ispiv-160	14	11	fluid	fluid	ADJ
ispiv-160	14	12	-	-	PUNCT
ispiv-160	14	13	flow	flow	NOUN
ispiv-160	14	14	problems	problem	NOUN
ispiv-160	14	15	,	,	PUNCT
ispiv-160	14	16	in	in	ADP
ispiv-160	14	17	recent	recent	ADJ
ispiv-160	14	18	years	year	NOUN
ispiv-160	14	19	,	,	PUNCT
ispiv-160	14	20	applications	application	NOUN
ispiv-160	14	21	based	base	VERB
ispiv-160	14	22	on	on	ADP
ispiv-160	14	23	ensemble	ensemble	ADJ
ispiv-160	14	24	-	-	PUNCT
ispiv-160	14	25	correlation	correlation	NOUN
ispiv-160	14	26	(	(	PUNCT
ispiv-160	14	27	westerweel	westerweel	NOUN
ispiv-160	14	28	et	et	PROPN
ispiv-160	14	29	al	al	PROPN
ispiv-160	14	30	.	.	PROPN
ispiv-160	14	31	,	,	PUNCT
ispiv-160	14	32	2004	2004	NUM
ispiv-160	14	33	;	;	PUNCT
ispiv-160	14	34	scharnowski	scharnowski	VERB
ispiv-160	14	35	et	et	PROPN
ispiv-160	14	36	al	al	PROPN
ispiv-160	14	37	.	.	PROPN
ispiv-160	14	38	,	,	PUNCT
ispiv-160	14	39	2012	2012	NUM
ispiv-160	14	40	)	)	PUNCT
ispiv-160	14	41	and	and	CCONJ
ispiv-160	14	42	ensemble	ensemble	ADJ
ispiv-160	14	43	-	-	PUNCT
ispiv-160	14	44	particle	particle	NOUN
ispiv-160	14	45	-	-	PUNCT
ispiv-160	14	46	averaging	averaging	NOUN
ispiv-160	14	47	(	(	PUNCT
ispiv-160	14	48	cowen	cowen	NOUN
ispiv-160	14	49	and	and	CCONJ
ispiv-160	14	50	monismith	monismith	NOUN
ispiv-160	14	51	,	,	PUNCT
ispiv-160	14	52	1997	1997	NUM
ispiv-160	14	53	;	;	PUNCT
ispiv-160	14	54	kähler	kähler	PROPN
ispiv-160	14	55	et	et	PROPN
ispiv-160	14	56	al	al	PROPN
ispiv-160	14	57	.	.	PROPN
ispiv-160	14	58	,	,	PUNCT
ispiv-160	14	59	2012	2012	NUM
ispiv-160	14	60	;	;	PUNCT
ispiv-160	14	61	agüera	agüera	PROPN
ispiv-160	14	62	et	et	PROPN
ispiv-160	14	63	al	al	PROPN
ispiv-160	14	64	.	.	PROPN
ispiv-160	14	65	,	,	PUNCT
ispiv-160	14	66	2016	2016	NUM
ispiv-160	14	67	)	)	PUNCT
ispiv-160	14	68	approaches	approach	NOUN
ispiv-160	14	69	have	have	AUX
ispiv-160	14	70	been	be	AUX
ispiv-160	14	71	employed	employ	VERB
ispiv-160	14	72	to	to	PART
ispiv-160	14	73	increase	increase	VERB
ispiv-160	14	74	the	the	DET
ispiv-160	14	75	resolution	resolution	NOUN
ispiv-160	14	76	of	of	ADP
ispiv-160	14	77	flow	flow	NOUN
ispiv-160	14	78	statistics	statistic	NOUN
ispiv-160	14	79	in	in	ADP
ispiv-160	14	80	standard	standard	ADJ
ispiv-160	14	81	two	two	NUM
ispiv-160	14	82	-	-	PUNCT
ispiv-160	14	83	frame	frame	NOUN
ispiv-160	14	84	applications	application	NOUN
ispiv-160	14	85	.	.	PUNCT
ispiv-160	15	1	unfortunately	unfortunately	ADV
ispiv-160	15	2	,	,	PUNCT
ispiv-160	15	3	the	the	DET
ispiv-160	15	4	outcome	outcome	NOUN
ispiv-160	15	5	of	of	ADP
ispiv-160	15	6	these	these	DET
ispiv-160	15	7	approaches	approach	NOUN
ispiv-160	15	8	is	be	AUX
ispiv-160	15	9	restricted	restrict	VERB
ispiv-160	15	10	to	to	ADP
ispiv-160	15	11	obtaining	obtain	VERB
ispiv-160	15	12	high	high	ADJ
ispiv-160	15	13	-	-	PUNCT
ispiv-160	15	14	resolution	resolution	NOUN
ispiv-160	15	15	turbulence	turbulence	NOUN
ispiv-160	15	16	statistics	statistic	NOUN
ispiv-160	15	17	since	since	ADV
ispiv-160	15	18	,	,	PUNCT
ispiv-160	15	19	when	when	SCONJ
ispiv-160	15	20	it	it	PRON
ispiv-160	15	21	comes	come	VERB
ispiv-160	15	22	to	to	ADP
ispiv-160	15	23	obtaining	obtain	VERB
ispiv-160	15	24	instantaneous	instantaneous	ADJ
ispiv-160	15	25	fields	field	NOUN
ispiv-160	15	26	,	,	PUNCT
ispiv-160	15	27	the	the	DET
ispiv-160	15	28	resulting	result	VERB
ispiv-160	15	29	outcome	outcome	NOUN
ispiv-160	15	30	is	be	AUX
ispiv-160	15	31	a	a	DET
ispiv-160	15	32	sparse	sparse	ADJ
ispiv-160	15	33	sampling	sampling	NOUN
ispiv-160	15	34	of	of	ADP
ispiv-160	15	35	the	the	DET
ispiv-160	15	36	velocity	velocity	NOUN
ispiv-160	15	37	field	field	NOUN
ispiv-160	15	38	that	that	PRON
ispiv-160	15	39	does	do	AUX
ispiv-160	15	40	not	not	PART
ispiv-160	15	41	provide	provide	VERB
ispiv-160	15	42	enough	enough	ADJ
ispiv-160	15	43	information	information	NOUN
ispiv-160	15	44	to	to	PART
ispiv-160	15	45	study	study	VERB
ispiv-160	15	46	the	the	DET
ispiv-160	15	47	flow	flow	NOUN
ispiv-160	15	48	features	feature	NOUN
ispiv-160	15	49	.	.	PUNCT
ispiv-160	16	1	to	to	PART
ispiv-160	16	2	overcome	overcome	VERB
ispiv-160	16	3	these	these	DET
ispiv-160	16	4	limitations	limitation	NOUN
ispiv-160	16	5	,	,	PUNCT
ispiv-160	16	6	recently	recently	ADV
ispiv-160	16	7	,	,	PUNCT
ispiv-160	16	8	a	a	DET
ispiv-160	16	9	model	model	NOUN
ispiv-160	16	10	-	-	PUNCT
ispiv-160	16	11	free	free	ADJ
ispiv-160	16	12	fully	fully	ADV
ispiv-160	16	13	-	-	PUNCT
ispiv-160	16	14	data	data	NOUN
ispiv-160	16	15	-	-	PUNCT
ispiv-160	16	16	driven	drive	VERB
ispiv-160	16	17	method	method	NOUN
ispiv-160	16	18	to	to	PART
ispiv-160	16	19	enhance	enhance	VERB
ispiv-160	16	20	the	the	DET
ispiv-160	16	21	spatial	spatial	ADJ
ispiv-160	16	22	resolution	resolution	NOUN
ispiv-160	16	23	of	of	ADP
ispiv-160	16	24	two	two	NUM
ispiv-160	16	25	-	-	PUNCT
ispiv-160	16	26	frame	frame	NOUN
ispiv-160	16	27	piv	piv	NOUN
ispiv-160	16	28	fields	field	NOUN
ispiv-160	16	29	has	have	AUX
ispiv-160	16	30	been	be	AUX
ispiv-160	16	31	proposed	propose	VERB
ispiv-160	16	32	by	by	ADP
ispiv-160	16	33	cortina	cortina	PROPN
ispiv-160	16	34	-	-	PUNCT
ispiv-160	16	35	fernández	fernández	PROPN
ispiv-160	16	36	et	et	PROPN
ispiv-160	16	37	al	al	PROPN
ispiv-160	16	38	.	.	PROPN
ispiv-160	17	1	(	(	PUNCT
ispiv-160	17	2	2020	2020	NUM
ispiv-160	17	3	)	)	PUNCT
ispiv-160	17	4	.	.	PUNCT
ispiv-160	18	1	the	the	DET
ispiv-160	18	2	method	method	NOUN
ispiv-160	18	3	is	be	AUX
ispiv-160	18	4	based	base	VERB
ispiv-160	18	5	on	on	ADP
ispiv-160	18	6	using	use	VERB
ispiv-160	18	7	sparse	sparse	ADJ
ispiv-160	18	8	particle	particle	NOUN
ispiv-160	18	9	-	-	PUNCT
ispiv-160	18	10	tracking	tracking	NOUN
ispiv-160	18	11	-	-	PUNCT
ispiv-160	18	12	velocimetry	velocimetry	NOUN
ispiv-160	18	13	(	(	PUNCT
ispiv-160	18	14	ptv	ptv	INTJ
ispiv-160	18	15	)	)	PUNCT
ispiv-160	18	16	data	datum	NOUN
ispiv-160	18	17	to	to	PART
ispiv-160	18	18	build	build	VERB
ispiv-160	18	19	a	a	DET
ispiv-160	18	20	high	high	ADJ
ispiv-160	18	21	-	-	PUNCT
ispiv-160	18	22	resolution	resolution	NOUN
ispiv-160	18	23	dictionary	dictionary	NOUN
ispiv-160	18	24	of	of	ADP
ispiv-160	18	25	proper	proper	ADJ
ispiv-160	18	26	orthogonal	orthogonal	ADJ
ispiv-160	18	27	decomposition	decomposition	NOUN
ispiv-160	18	28	(	(	PUNCT
ispiv-160	18	29	pod	pod	NOUN
ispiv-160	18	30	)	)	PUNCT
ispiv-160	18	31	modes	mode	NOUN
ispiv-160	18	32	.	.	PUNCT
ispiv-160	19	1	the	the	DET
ispiv-160	19	2	pod	pod	NOUN
ispiv-160	19	3	modes	mode	NOUN
ispiv-160	19	4	are	be	AUX
ispiv-160	19	5	then	then	ADV
ispiv-160	19	6	used	use	VERB
ispiv-160	19	7	to	to	PART
ispiv-160	19	8	reconstruct	reconstruct	VERB
ispiv-160	19	9	velocity	velocity	NOUN
ispiv-160	19	10	fields	field	NOUN
ispiv-160	19	11	using	use	VERB
ispiv-160	19	12	a	a	DET
ispiv-160	19	13	pod	pod	ADJ
ispiv-160	19	14	temporal	temporal	ADJ
ispiv-160	19	15	basis	basis	NOUN
ispiv-160	19	16	obtained	obtain	VERB
ispiv-160	19	17	from	from	ADP
ispiv-160	19	18	low	low	ADJ
ispiv-160	19	19	-	-	PUNCT
ispiv-160	19	20	resolution	resolution	NOUN
ispiv-160	19	21	piv	piv	NOUN
ispiv-160	19	22	fields	field	NOUN
ispiv-160	19	23	.	.	PUNCT
ispiv-160	20	1	this	this	DET
ispiv-160	20	2	method	method	NOUN
ispiv-160	20	3	has	have	VERB
ispiv-160	20	4	the	the	DET
ispiv-160	20	5	main	main	ADJ
ispiv-160	20	6	limitation	limitation	NOUN
ispiv-160	20	7	of	of	ADP
ispiv-160	20	8	being	be	AUX
ispiv-160	20	9	based	base	VERB
ispiv-160	20	10	on	on	ADP
ispiv-160	20	11	linear	linear	PROPN
ispiv-160	20	12	projection	projection	NOUN
ispiv-160	20	13	on	on	ADP
ispiv-160	20	14	temporal	temporal	ADJ
ispiv-160	20	15	modes	mode	NOUN
ispiv-160	20	16	obtained	obtain	VERB
ispiv-160	20	17	from	from	ADP
ispiv-160	20	18	low	low	ADJ
ispiv-160	20	19	-	-	PUNCT
ispiv-160	20	20	resolution	resolution	NOUN
ispiv-160	20	21	piv	piv	NOUN
ispiv-160	20	22	fields	field	NOUN
ispiv-160	20	23	.	.	PUNCT
ispiv-160	21	1	consequently	consequently	ADV
ispiv-160	21	2	,	,	PUNCT
ispiv-160	21	3	it	it	PRON
ispiv-160	21	4	can	can	AUX
ispiv-160	21	5	not	not	PART
ispiv-160	21	6	resolve	resolve	VERB
ispiv-160	21	7	non	non	ADJ
ispiv-160	21	8	-	-	ADJ
ispiv-160	21	9	linear	linear	ADJ
ispiv-160	21	10	dependencies	dependency	NOUN
ispiv-160	21	11	,	,	PUNCT
ispiv-160	21	12	especially	especially	ADV
ispiv-160	21	13	for	for	ADP
ispiv-160	21	14	what	what	PRON
ispiv-160	21	15	regards	regard	VERB
ispiv-160	21	16	features	feature	NOUN
ispiv-160	21	17	that	that	PRON
ispiv-160	21	18	are	be	AUX
ispiv-160	21	19	not	not	PART
ispiv-160	21	20	resolved	resolve	VERB
ispiv-160	21	21	in	in	ADP
ispiv-160	21	22	the	the	DET
ispiv-160	21	23	original	original	ADJ
ispiv-160	21	24	low	low	ADJ
ispiv-160	21	25	-	-	PUNCT
ispiv-160	21	26	resolution	resolution	NOUN
ispiv-160	21	27	piv	piv	NOUN
ispiv-160	21	28	fields	field	NOUN
ispiv-160	21	29	,	,	PUNCT
ispiv-160	21	30	which	which	PRON
ispiv-160	21	31	are	be	AUX
ispiv-160	21	32	recurrent	recurrent	ADJ
ispiv-160	21	33	in	in	ADP
ispiv-160	21	34	turbulent	turbulent	ADJ
ispiv-160	21	35	flows	flow	NOUN
ispiv-160	21	36	.	.	PUNCT
ispiv-160	22	1	convolutional	convolutional	ADJ
ispiv-160	22	2	neural	neural	ADJ
ispiv-160	22	3	networks	network	NOUN
ispiv-160	22	4	(	(	PUNCT
ispiv-160	22	5	cnns	cnns	PROPN
ispiv-160	22	6	)	)	PUNCT
ispiv-160	22	7	and	and	CCONJ
ispiv-160	22	8	generative	generative	ADJ
ispiv-160	22	9	adversarial	adversarial	ADJ
ispiv-160	22	10	networks	network	NOUN
ispiv-160	22	11	(	(	PUNCT
ispiv-160	22	12	gans	gan	NOUN
ispiv-160	22	13	)	)	PUNCT
ispiv-160	22	14	are	be	AUX
ispiv-160	22	15	now	now	ADV
ispiv-160	22	16	offering	offer	VERB
ispiv-160	22	17	new	new	ADJ
ispiv-160	22	18	opportunities	opportunity	NOUN
ispiv-160	22	19	for	for	ADP
ispiv-160	22	20	super	super	ADJ
ispiv-160	22	21	-	-	ADJ
ispiv-160	22	22	resolution	resolution	ADJ
ispiv-160	22	23	imaging	imaging	NOUN
ispiv-160	22	24	,	,	PUNCT
ispiv-160	22	25	and	and	CCONJ
ispiv-160	22	26	have	have	AUX
ispiv-160	22	27	already	already	ADV
ispiv-160	22	28	been	be	AUX
ispiv-160	22	29	used	use	VERB
ispiv-160	22	30	for	for	ADP
ispiv-160	22	31	resolution	resolution	NOUN
ispiv-160	22	32	enhancement	enhancement	NOUN
ispiv-160	22	33	of	of	ADP
ispiv-160	22	34	turbulent	turbulent	ADJ
ispiv-160	22	35	flow	flow	NOUN
ispiv-160	22	36	fields	field	NOUN
ispiv-160	22	37	(	(	PUNCT
ispiv-160	22	38	fukami	fukami	PROPN
ispiv-160	22	39	et	et	PROPN
ispiv-160	22	40	al	al	PROPN
ispiv-160	22	41	.	.	PROPN
ispiv-160	22	42	,	,	PUNCT
ispiv-160	22	43	2019	2019	NUM
ispiv-160	22	44	;	;	PUNCT
ispiv-160	22	45	deng	deng	PROPN
ispiv-160	22	46	et	et	PROPN
ispiv-160	22	47	al	al	PROPN
ispiv-160	22	48	.	.	PROPN
ispiv-160	22	49	,	,	PUNCT
ispiv-160	22	50	2019	2019	NUM
ispiv-160	22	51	;	;	PUNCT
ispiv-160	22	52	liu	liu	PROPN
ispiv-160	22	53	et	et	PROPN
ispiv-160	22	54	al	al	PROPN
ispiv-160	22	55	.	.	PROPN
ispiv-160	22	56	,	,	PUNCT
ispiv-160	22	57	2020	2020	NUM
ispiv-160	22	58	;	;	PUNCT
ispiv-160	22	59	fukami	fukami	PROPN
ispiv-160	22	60	et	et	PROPN
ispiv-160	22	61	al	al	PROPN
ispiv-160	22	62	.	.	PROPN
ispiv-160	22	63	,	,	PUNCT
ispiv-160	22	64	2021	2021	NUM
ispiv-160	22	65	)	)	PUNCT
ispiv-160	22	66	.	.	PUNCT
ispiv-160	23	1	gans	gan	NOUN
ispiv-160	23	2	for	for	ADP
ispiv-160	23	3	image	image	NOUN
ispiv-160	23	4	super	super	NOUN
ispiv-160	23	5	-	-	NOUN
ispiv-160	23	6	resolution	resolution	NOUN
ispiv-160	23	7	(	(	PUNCT
ispiv-160	23	8	srgans	srgan	NOUN
ispiv-160	23	9	)	)	PUNCT
ispiv-160	23	10	,	,	PUNCT
ispiv-160	23	11	in	in	ADP
ispiv-160	23	12	particular	particular	ADJ
ispiv-160	23	13	,	,	PUNCT
ispiv-160	23	14	have	have	AUX
ispiv-160	23	15	show	show	VERB
ispiv-160	23	16	promising	promising	ADJ
ispiv-160	23	17	resolution	resolution	NOUN
ispiv-160	23	18	upsampling	upsample	VERB
ispiv-160	23	19	also	also	ADV
ispiv-160	23	20	for	for	ADP
ispiv-160	23	21	piv	piv	NOUN
ispiv-160	23	22	experiments	experiment	NOUN
ispiv-160	23	23	.	.	PUNCT
ispiv-160	24	1	while	while	SCONJ
ispiv-160	24	2	the	the	DET
ispiv-160	24	3	success	success	NOUN
ispiv-160	24	4	of	of	ADP
ispiv-160	24	5	these	these	DET
ispiv-160	24	6	works	work	NOUN
ispiv-160	24	7	is	be	AUX
ispiv-160	24	8	undeniable	undeniable	ADJ
ispiv-160	24	9	,	,	PUNCT
ispiv-160	24	10	they	they	PRON
ispiv-160	24	11	are	be	AUX
ispiv-160	24	12	all	all	ADV
ispiv-160	24	13	limited	limit	VERB
ispiv-160	24	14	by	by	ADP
ispiv-160	24	15	the	the	DET
ispiv-160	24	16	need	need	NOUN
ispiv-160	24	17	for	for	ADP
ispiv-160	24	18	a	a	DET
ispiv-160	24	19	high	high	ADJ
ispiv-160	24	20	-	-	PUNCT
ispiv-160	24	21	resolution	resolution	NOUN
ispiv-160	24	22	target	target	NOUN
ispiv-160	24	23	for	for	ADP
ispiv-160	24	24	training	training	NOUN
ispiv-160	24	25	,	,	PUNCT
ispiv-160	24	26	i.e.	i.e.	X
ispiv-160	24	27	a	a	DET
ispiv-160	24	28	set	set	NOUN
ispiv-160	24	29	of	of	ADP
ispiv-160	24	30	pairs	pair	NOUN
ispiv-160	24	31	of	of	ADP
ispiv-160	24	32	fields	field	NOUN
ispiv-160	24	33	with	with	ADP
ispiv-160	24	34	low	low	ADJ
ispiv-160	24	35	and	and	CCONJ
ispiv-160	24	36	high	high	ADJ
ispiv-160	24	37	resolution	resolution	NOUN
ispiv-160	24	38	are	be	AUX
ispiv-160	24	39	needed	need	VERB
ispiv-160	24	40	,	,	PUNCT
ispiv-160	24	41	which	which	PRON
ispiv-160	24	42	limits	limit	VERB
ispiv-160	24	43	their	their	PRON
ispiv-160	24	44	applicability	applicability	NOUN
ispiv-160	24	45	.	.	PUNCT
ispiv-160	25	1	it	it	PRON
ispiv-160	25	2	is	be	AUX
ispiv-160	25	3	indeed	indeed	ADV
ispiv-160	25	4	difficult	difficult	ADJ
ispiv-160	25	5	to	to	PART
ispiv-160	25	6	obtain	obtain	VERB
ispiv-160	25	7	from	from	ADP
ispiv-160	25	8	experimental	experimental	ADJ
ispiv-160	25	9	data	datum	NOUN
ispiv-160	25	10	,	,	PUNCT
ispiv-160	25	11	and	and	CCONJ
ispiv-160	25	12	somewhat	somewhat	ADV
ispiv-160	25	13	implies	imply	VERB
ispiv-160	25	14	that	that	SCONJ
ispiv-160	25	15	high	high	ADJ
ispiv-160	25	16	-	-	PUNCT
ispiv-160	25	17	resolution	resolution	NOUN
ispiv-160	25	18	measurements	measurement	NOUN
ispiv-160	25	19	are	be	AUX
ispiv-160	25	20	already	already	ADV
ispiv-160	25	21	available	available	ADJ
ispiv-160	25	22	.	.	PUNCT
ispiv-160	26	1	while	while	SCONJ
ispiv-160	26	2	it	it	PRON
ispiv-160	26	3	is	be	AUX
ispiv-160	26	4	true	true	ADJ
ispiv-160	26	5	that	that	SCONJ
ispiv-160	26	6	in	in	ADP
ispiv-160	26	7	piv	piv	NOUN
ispiv-160	26	8	experiments	experiment	NOUN
ispiv-160	26	9	there	there	PRON
ispiv-160	26	10	is	be	VERB
ispiv-160	26	11	not	not	PART
ispiv-160	26	12	a	a	DET
ispiv-160	26	13	pair	pair	NOUN
ispiv-160	26	14	of	of	ADP
ispiv-160	26	15	low	low	ADJ
ispiv-160	26	16	and	and	CCONJ
ispiv-160	26	17	high	high	ADJ
ispiv-160	26	18	resolution	resolution	NOUN
ispiv-160	26	19	fields	field	NOUN
ispiv-160	26	20	,	,	PUNCT
ispiv-160	26	21	we	we	PRON
ispiv-160	26	22	always	always	ADV
ispiv-160	26	23	have	have	VERB
ispiv-160	26	24	available	available	ADJ
ispiv-160	26	25	at	at	ADP
ispiv-160	26	26	least	least	ADJ
ispiv-160	26	27	an	an	DET
ispiv-160	26	28	incomplete	incomplete	ADJ
ispiv-160	26	29	projection	projection	NOUN
ispiv-160	26	30	of	of	ADP
ispiv-160	26	31	the	the	DET
ispiv-160	26	32	low	low	ADJ
ispiv-160	26	33	-	-	PUNCT
ispiv-160	26	34	resolution	resolution	NOUN
ispiv-160	26	35	fields	field	NOUN
ispiv-160	26	36	onto	onto	ADP
ispiv-160	26	37	an	an	DET
ispiv-160	26	38	high	high	ADJ
ispiv-160	26	39	-	-	PUNCT
ispiv-160	26	40	resolution	resolution	NOUN
ispiv-160	26	41	one	one	NUM
ispiv-160	26	42	.	.	PUNCT
ispiv-160	27	1	indeed	indeed	ADV
ispiv-160	27	2	,	,	PUNCT
ispiv-160	27	3	while	while	SCONJ
ispiv-160	27	4	piv	piv	NOUN
ispiv-160	27	5	fields	field	NOUN
ispiv-160	27	6	are	be	AUX
ispiv-160	27	7	obtained	obtain	VERB
ispiv-160	27	8	from	from	ADP
ispiv-160	27	9	cross	cross	NOUN
ispiv-160	27	10	-	-	NOUN
ispiv-160	27	11	correlation	correlation	NOUN
ispiv-160	27	12	of	of	ADP
ispiv-160	27	13	groups	group	NOUN
ispiv-160	27	14	of	of	ADP
ispiv-160	27	15	particle	particle	NOUN
ispiv-160	27	16	images	image	NOUN
ispiv-160	27	17	,	,	PUNCT
ispiv-160	27	18	ptv	ptv	X
ispiv-160	27	19	provides	provide	VERB
ispiv-160	27	20	vectors	vector	NOUN
ispiv-160	27	21	at	at	ADP
ispiv-160	27	22	the	the	DET
ispiv-160	27	23	level	level	NOUN
ispiv-160	27	24	of	of	ADP
ispiv-160	27	25	the	the	DET
ispiv-160	27	26	single	single	ADJ
ispiv-160	27	27	particle	particle	NOUN
ispiv-160	27	28	,	,	PUNCT
ispiv-160	27	29	without	without	ADP
ispiv-160	27	30	filtering	filter	VERB
ispiv-160	27	31	effects	effect	NOUN
ispiv-160	27	32	.	.	PUNCT
ispiv-160	28	1	this	this	PRON
ispiv-160	28	2	corresponds	correspond	VERB
ispiv-160	28	3	to	to	ADP
ispiv-160	28	4	sampling	sample	VERB
ispiv-160	28	5	the	the	DET
ispiv-160	28	6	field	field	NOUN
ispiv-160	28	7	in	in	ADP
ispiv-160	28	8	scattered	scatter	VERB
ispiv-160	28	9	location	location	NOUN
ispiv-160	28	10	,	,	PUNCT
ispiv-160	28	11	thus	thus	ADV
ispiv-160	28	12	providing	provide	VERB
ispiv-160	28	13	an	an	DET
ispiv-160	28	14	incomplete	incomplete	ADJ
ispiv-160	28	15	(	(	PUNCT
ispiv-160	28	16	“	"	PUNCT
ispiv-160	28	17	gappy	gappy	NOUN
ispiv-160	28	18	”	"	PUNCT
ispiv-160	28	19	)	)	PUNCT
ispiv-160	28	20	view	view	NOUN
ispiv-160	28	21	of	of	ADP
ispiv-160	28	22	the	the	DET
ispiv-160	28	23	high	high	ADJ
ispiv-160	28	24	-	-	PUNCT
ispiv-160	28	25	resolution	resolution	NOUN
ispiv-160	28	26	field	field	NOUN
ispiv-160	28	27	.	.	PUNCT
ispiv-160	29	1	the	the	DET
ispiv-160	29	2	ansatz	ansatz	NOUN
ispiv-160	29	3	of	of	ADP
ispiv-160	29	4	the	the	DET
ispiv-160	29	5	work	work	NOUN
ispiv-160	29	6	presented	present	VERB
ispiv-160	29	7	here	here	ADV
ispiv-160	29	8	exploits	exploit	VERB
ispiv-160	29	9	the	the	DET
ispiv-160	29	10	capability	capability	NOUN
ispiv-160	29	11	of	of	ADP
ispiv-160	29	12	gans	gan	NOUN
ispiv-160	29	13	to	to	PART
ispiv-160	29	14	be	be	AUX
ispiv-160	29	15	trained	train	VERB
ispiv-160	29	16	with	with	ADP
ispiv-160	29	17	conditional	conditional	ADJ
ispiv-160	29	18	data	datum	NOUN
ispiv-160	29	19	to	to	PART
ispiv-160	29	20	generate	generate	VERB
ispiv-160	29	21	high	high	ADJ
ispiv-160	29	22	-	-	PUNCT
ispiv-160	29	23	resolution	resolution	NOUN
ispiv-160	29	24	fields	field	NOUN
ispiv-160	29	25	from	from	ADP
ispiv-160	29	26	piv	piv	NOUN
ispiv-160	29	27	fields	field	NOUN
ispiv-160	29	28	using	use	VERB
ispiv-160	29	29	only	only	ADV
ispiv-160	29	30	this	this	DET
ispiv-160	29	31	scattered	scatter	VERB
ispiv-160	29	32	information	information	NOUN
ispiv-160	29	33	.	.	PUNCT
ispiv-160	30	1	being	be	AUX
ispiv-160	30	2	the	the	DET
ispiv-160	30	3	great	great	ADJ
ispiv-160	30	4	advantage	advantage	NOUN
ispiv-160	30	5	of	of	ADP
ispiv-160	30	6	this	this	DET
ispiv-160	30	7	work	work	NOUN
ispiv-160	30	8	,	,	PUNCT
ispiv-160	30	9	the	the	DET
ispiv-160	30	10	ability	ability	NOUN
ispiv-160	30	11	to	to	PART
ispiv-160	30	12	achieve	achieve	VERB
ispiv-160	30	13	high	high	ADJ
ispiv-160	30	14	-	-	PUNCT
ispiv-160	30	15	resolution	resolution	NOUN
ispiv-160	30	16	fields	field	NOUN
ispiv-160	30	17	without	without	ADP
ispiv-160	30	18	having	have	VERB
ispiv-160	30	19	a	a	DET
ispiv-160	30	20	priori	priori	NOUN
ispiv-160	30	21	any	any	DET
ispiv-160	30	22	high	high	ADJ
ispiv-160	30	23	-	-	PUNCT
ispiv-160	30	24	resolution	resolution	NOUN
ispiv-160	30	25	field	field	NOUN
ispiv-160	30	26	.	.	PUNCT
ispiv-160	31	1	2	2	NUM
ispiv-160	31	2	methodology	methodology	NOUN
ispiv-160	31	3	2.1	2.1	NUM
ispiv-160	31	4	piv	piv	NOUN
ispiv-160	31	5	-	-	PUNCT
ispiv-160	31	6	tailored	tailor	VERB
ispiv-160	31	7	gan	gan	PROPN
ispiv-160	31	8	generative	generative	ADJ
ispiv-160	31	9	adversarial	adversarial	ADJ
ispiv-160	31	10	networks	network	NOUN
ispiv-160	31	11	are	be	AUX
ispiv-160	31	12	composed	compose	VERB
ispiv-160	31	13	of	of	ADP
ispiv-160	31	14	two	two	NUM
ispiv-160	31	15	competing	compete	VERB
ispiv-160	31	16	networks	network	NOUN
ispiv-160	31	17	,	,	PUNCT
ispiv-160	31	18	a	a	DET
ispiv-160	31	19	generator	generator	NOUN
ispiv-160	31	20	,	,	PUNCT
ispiv-160	31	21	in	in	ADP
ispiv-160	31	22	charge	charge	NOUN
ispiv-160	31	23	of	of	ADP
ispiv-160	31	24	producing	produce	VERB
ispiv-160	31	25	an	an	DET
ispiv-160	31	26	artificial	artificial	ADJ
ispiv-160	31	27	output	output	NOUN
ispiv-160	31	28	which	which	PRON
ispiv-160	31	29	mimics	mimic	VERB
ispiv-160	31	30	reality	reality	NOUN
ispiv-160	31	31	,	,	PUNCT
ispiv-160	31	32	and	and	CCONJ
ispiv-160	31	33	a	a	DET
ispiv-160	31	34	discriminator	discriminator	NOUN
ispiv-160	31	35	,	,	PUNCT
ispiv-160	31	36	which	which	PRON
ispiv-160	31	37	oversees	oversee	VERB
ispiv-160	31	38	distinguishing	distinguish	VERB
ispiv-160	31	39	between	between	ADP
ispiv-160	31	40	reality	reality	NOUN
ispiv-160	31	41	and	and	CCONJ
ispiv-160	31	42	artificial	artificial	ADJ
ispiv-160	31	43	outputs	output	NOUN
ispiv-160	31	44	.	.	PUNCT
ispiv-160	32	1	for	for	ADP
ispiv-160	32	2	this	this	DET
ispiv-160	32	3	work	work	NOUN
ispiv-160	32	4	,	,	PUNCT
ispiv-160	32	5	the	the	DET
ispiv-160	32	6	architecture	architecture	NOUN
ispiv-160	32	7	proposed	propose	VERB
ispiv-160	32	8	in	in	ADP
ispiv-160	32	9	ledig	ledig	PROPN
ispiv-160	32	10	et	et	PROPN
ispiv-160	32	11	al	al	PROPN
ispiv-160	32	12	.	.	PROPN
ispiv-160	33	1	(	(	PUNCT
ispiv-160	33	2	2017	2017	NUM
ispiv-160	33	3	)	)	PUNCT
ispiv-160	33	4	has	have	AUX
ispiv-160	33	5	been	be	AUX
ispiv-160	33	6	used	use	VERB
ispiv-160	33	7	.	.	PUNCT
ispiv-160	34	1	however	however	ADV
ispiv-160	34	2	,	,	PUNCT
ispiv-160	34	3	following	follow	VERB
ispiv-160	34	4	the	the	DET
ispiv-160	34	5	findings	finding	NOUN
ispiv-160	34	6	of	of	ADP
ispiv-160	34	7	wang	wang	PROPN
ispiv-160	34	8	et	et	PROPN
ispiv-160	34	9	al	al	PROPN
ispiv-160	34	10	.	.	PROPN
ispiv-160	34	11	(	(	PUNCT
ispiv-160	34	12	2019	2019	NUM
ispiv-160	34	13	)	)	PUNCT
ispiv-160	34	14	the	the	DET
ispiv-160	34	15	batch	batch	NOUN
ispiv-160	34	16	-	-	PUNCT
ispiv-160	34	17	normalization	normalization	NOUN
ispiv-160	34	18	layers	layer	NOUN
ispiv-160	34	19	have	have	AUX
ispiv-160	34	20	been	be	AUX
ispiv-160	34	21	removed	remove	VERB
ispiv-160	34	22	to	to	PART
ispiv-160	34	23	ensure	ensure	VERB
ispiv-160	34	24	a	a	DET
ispiv-160	34	25	proper	proper	ADJ
ispiv-160	34	26	fitting	fitting	NOUN
ispiv-160	34	27	of	of	ADP
ispiv-160	34	28	the	the	DET
ispiv-160	34	29	deep	deep	ADJ
ispiv-160	34	30	layers	layer	NOUN
ispiv-160	34	31	in	in	ADP
ispiv-160	34	32	the	the	DET
ispiv-160	34	33	architecture	architecture	NOUN
ispiv-160	34	34	.	.	PUNCT
ispiv-160	35	1	the	the	DET
ispiv-160	35	2	in	in	ADP
ispiv-160	35	3	-	-	PUNCT
ispiv-160	35	4	plane	plane	NOUN
ispiv-160	35	5	piv	piv	NOUN
ispiv-160	35	6	velocity	velocity	NOUN
ispiv-160	35	7	components	component	NOUN
ispiv-160	35	8	are	be	AUX
ispiv-160	35	9	fed	feed	VERB
ispiv-160	35	10	to	to	ADP
ispiv-160	35	11	the	the	DET
ispiv-160	35	12	generator	generator	NOUN
ispiv-160	35	13	,	,	PUNCT
ispiv-160	35	14	which	which	PRON
ispiv-160	35	15	applies	apply	VERB
ispiv-160	35	16	a	a	DET
ispiv-160	35	17	convolutional	convolutional	ADJ
ispiv-160	35	18	layer	layer	NOUN
ispiv-160	35	19	with	with	ADP
ispiv-160	35	20	filter	filter	NOUN
ispiv-160	35	21	size	size	NOUN
ispiv-160	35	22	9×	9×	NUM
ispiv-160	35	23	9	9	NUM
ispiv-160	35	24	and	and	CCONJ
ispiv-160	35	25	64	64	NUM
ispiv-160	35	26	feature	feature	NOUN
ispiv-160	35	27	maps	map	NOUN
ispiv-160	35	28	,	,	PUNCT
ispiv-160	35	29	followed	follow	VERB
ispiv-160	35	30	by	by	ADP
ispiv-160	35	31	a	a	DET
ispiv-160	35	32	parametric	parametric	ADJ
ispiv-160	35	33	relu	relu	NOUN
ispiv-160	35	34	(	(	PUNCT
ispiv-160	35	35	prelu	prelu	NOUN
ispiv-160	35	36	)	)	PUNCT
ispiv-160	35	37	activation	activation	NOUN
ispiv-160	35	38	function	function	NOUN
ispiv-160	35	39	.	.	PUNCT
ispiv-160	36	1	after	after	ADP
ispiv-160	36	2	these	these	DET
ispiv-160	36	3	initial	initial	ADJ
ispiv-160	36	4	layers	layer	NOUN
ispiv-160	36	5	,	,	PUNCT
ispiv-160	36	6	16	16	NUM
ispiv-160	36	7	residual	residual	ADJ
ispiv-160	36	8	blocks	block	NOUN
ispiv-160	36	9	are	be	AUX
ispiv-160	36	10	applied	apply	VERB
ispiv-160	36	11	with	with	ADP
ispiv-160	36	12	the	the	DET
ispiv-160	36	13	layout	layout	NOUN
ispiv-160	36	14	proposed	propose	VERB
ispiv-160	36	15	by	by	ADP
ispiv-160	36	16	gross	gross	ADJ
ispiv-160	36	17	and	and	CCONJ
ispiv-160	36	18	wilber	wilber	PROPN
ispiv-160	36	19	(	(	PUNCT
ispiv-160	36	20	2016	2016	NUM
ispiv-160	36	21	)	)	PUNCT
ispiv-160	36	22	,	,	PUNCT
ispiv-160	36	23	i.e.	i.e.	X
ispiv-160	36	24	,	,	PUNCT
ispiv-160	36	25	a	a	DET
ispiv-160	36	26	convolutional	convolutional	ADJ
ispiv-160	36	27	layer	layer	NOUN
ispiv-160	36	28	followed	follow	VERB
ispiv-160	36	29	by	by	ADP
ispiv-160	36	30	a	a	DET
ispiv-160	36	31	prelu	prelu	NOUN
ispiv-160	36	32	activation	activation	NOUN
ispiv-160	36	33	function	function	NOUN
ispiv-160	36	34	and	and	CCONJ
ispiv-160	36	35	a	a	DET
ispiv-160	36	36	second	second	ADJ
ispiv-160	36	37	convolutional	convolutional	ADJ
ispiv-160	36	38	layer	layer	NOUN
ispiv-160	36	39	,	,	PUNCT
ispiv-160	36	40	with	with	ADP
ispiv-160	36	41	64	64	NUM
ispiv-160	36	42	feature	feature	NOUN
ispiv-160	36	43	maps	map	NOUN
ispiv-160	36	44	of	of	ADP
ispiv-160	36	45	filter	filter	NOUN
ispiv-160	36	46	size	size	NOUN
ispiv-160	36	47	3×	3×	NUM
ispiv-160	36	48	3	3	NUM
ispiv-160	36	49	for	for	ADP
ispiv-160	36	50	both	both	DET
ispiv-160	36	51	convolution	convolution	NOUN
ispiv-160	36	52	operations	operation	NOUN
ispiv-160	36	53	.	.	PUNCT
ispiv-160	37	1	before	before	ADP
ispiv-160	37	2	increasing	increase	VERB
ispiv-160	37	3	the	the	DET
ispiv-160	37	4	resolution	resolution	NOUN
ispiv-160	37	5	,	,	PUNCT
ispiv-160	37	6	a	a	DET
ispiv-160	37	7	skipconnection	skipconnection	NOUN
ispiv-160	37	8	sum	sum	NOUN
ispiv-160	37	9	is	be	AUX
ispiv-160	37	10	performed	perform	VERB
ispiv-160	37	11	between	between	ADP
ispiv-160	37	12	the	the	DET
ispiv-160	37	13	output	output	NOUN
ispiv-160	37	14	of	of	ADP
ispiv-160	37	15	the	the	DET
ispiv-160	37	16	residual	residual	ADJ
ispiv-160	37	17	blocks	block	NOUN
ispiv-160	37	18	and	and	CCONJ
ispiv-160	37	19	the	the	DET
ispiv-160	37	20	output	output	NOUN
ispiv-160	37	21	of	of	ADP
ispiv-160	37	22	the	the	DET
ispiv-160	37	23	initialization	initialization	NOUN
ispiv-160	37	24	layers	layer	NOUN
ispiv-160	37	25	.	.	PUNCT
ispiv-160	38	1	the	the	DET
ispiv-160	38	2	subpixel	subpixel	ADJ
ispiv-160	38	3	convolution	convolution	NOUN
ispiv-160	38	4	layer	layer	NOUN
ispiv-160	38	5	proposed	propose	VERB
ispiv-160	38	6	by	by	ADP
ispiv-160	38	7	shi	shi	PROPN
ispiv-160	38	8	et	et	PROPN
ispiv-160	38	9	al	al	PROPN
ispiv-160	38	10	.	.	PUNCT
ispiv-160	39	1	(	(	PUNCT
ispiv-160	39	2	2016	2016	NUM
ispiv-160	39	3	)	)	PUNCT
ispiv-160	39	4	is	be	AUX
ispiv-160	39	5	used	use	VERB
ispiv-160	39	6	to	to	PART
ispiv-160	39	7	increase	increase	VERB
ispiv-160	39	8	the	the	DET
ispiv-160	39	9	resolution	resolution	NOUN
ispiv-160	39	10	up	up	ADP
ispiv-160	39	11	to	to	ADP
ispiv-160	39	12	the	the	DET
ispiv-160	39	13	targeted	target	VERB
ispiv-160	39	14	-	-	PUNCT
ispiv-160	39	15	ptv	ptv	NOUN
ispiv-160	39	16	one	one	NUM
ispiv-160	39	17	.	.	PUNCT
ispiv-160	40	1	finally	finally	ADV
ispiv-160	40	2	,	,	PUNCT
ispiv-160	40	3	a	a	DET
ispiv-160	40	4	convolution	convolution	NOUN
ispiv-160	40	5	operation	operation	NOUN
ispiv-160	40	6	with	with	ADP
ispiv-160	40	7	linear	linear	ADJ
ispiv-160	40	8	activation	activation	NOUN
ispiv-160	40	9	function	function	NOUN
ispiv-160	40	10	and	and	CCONJ
ispiv-160	40	11	filter	filter	NOUN
ispiv-160	40	12	size	size	NOUN
ispiv-160	40	13	9×9	9×9	NUM
ispiv-160	40	14	is	be	AUX
ispiv-160	40	15	applied	apply	VERB
ispiv-160	40	16	to	to	PART
ispiv-160	40	17	recover	recover	VERB
ispiv-160	40	18	the	the	DET
ispiv-160	40	19	in	in	ADP
ispiv-160	40	20	-	-	PUNCT
ispiv-160	40	21	plane	plane	NOUN
ispiv-160	40	22	ptv	ptv	NOUN
ispiv-160	40	23	velocity	velocity	NOUN
ispiv-160	40	24	components	component	NOUN
ispiv-160	40	25	as	as	ADP
ispiv-160	40	26	outputs	output	NOUN
ispiv-160	40	27	.	.	PUNCT
ispiv-160	41	1	both	both	CCONJ
ispiv-160	41	2	the	the	DET
ispiv-160	41	3	real	real	ADJ
ispiv-160	41	4	and	and	CCONJ
ispiv-160	41	5	generated	generate	VERB
ispiv-160	41	6	ptv	ptv	PROPN
ispiv-160	41	7	fields	field	NOUN
ispiv-160	41	8	are	be	AUX
ispiv-160	41	9	fed	feed	VERB
ispiv-160	41	10	into	into	ADP
ispiv-160	41	11	the	the	DET
ispiv-160	41	12	discriminator	discriminator	NOUN
ispiv-160	41	13	network	network	NOUN
ispiv-160	41	14	.	.	PUNCT
ispiv-160	42	1	it	it	PRON
ispiv-160	42	2	must	must	AUX
ispiv-160	42	3	be	be	AUX
ispiv-160	42	4	noted	note	VERB
ispiv-160	42	5	that	that	SCONJ
ispiv-160	42	6	the	the	DET
ispiv-160	42	7	real	real	ADJ
ispiv-160	42	8	fields	field	NOUN
ispiv-160	42	9	are	be	AUX
ispiv-160	42	10	sparse	sparse	ADJ
ispiv-160	42	11	,	,	PUNCT
ispiv-160	42	12	while	while	SCONJ
ispiv-160	42	13	the	the	DET
ispiv-160	42	14	entire	entire	ADJ
ispiv-160	42	15	information	information	NOUN
ispiv-160	42	16	is	be	AUX
ispiv-160	42	17	provided	provide	VERB
ispiv-160	42	18	by	by	ADP
ispiv-160	42	19	the	the	DET
ispiv-160	42	20	gan	gan	PROPN
ispiv-160	42	21	approach	approach	NOUN
ispiv-160	42	22	.	.	PUNCT
ispiv-160	43	1	the	the	DET
ispiv-160	43	2	initialization	initialization	NOUN
ispiv-160	43	3	of	of	ADP
ispiv-160	43	4	the	the	DET
ispiv-160	43	5	network	network	NOUN
ispiv-160	43	6	is	be	AUX
ispiv-160	43	7	carried	carry	VERB
ispiv-160	43	8	out	out	ADP
ispiv-160	43	9	by	by	ADP
ispiv-160	43	10	a	a	DET
ispiv-160	43	11	convolution	convolution	NOUN
ispiv-160	43	12	operation	operation	NOUN
ispiv-160	43	13	of	of	ADP
ispiv-160	43	14	filter	filter	NOUN
ispiv-160	43	15	size	size	NOUN
ispiv-160	43	16	3×	3×	NUM
ispiv-160	43	17	3	3	NUM
ispiv-160	43	18	and	and	CCONJ
ispiv-160	43	19	64	64	NUM
ispiv-160	43	20	feature	feature	NOUN
ispiv-160	43	21	maps	map	NOUN
ispiv-160	43	22	,	,	PUNCT
ispiv-160	43	23	followed	follow	VERB
ispiv-160	43	24	by	by	ADP
ispiv-160	43	25	leaky	leaky	ADJ
ispiv-160	43	26	relu	relu	NOUN
ispiv-160	43	27	(	(	PUNCT
ispiv-160	43	28	lrelu	lrelu	NOUN
ispiv-160	43	29	)	)	PUNCT
ispiv-160	43	30	activation	activation	NOUN
ispiv-160	43	31	function	function	NOUN
ispiv-160	43	32	.	.	PUNCT
ispiv-160	44	1	after	after	ADP
ispiv-160	44	2	this	this	PRON
ispiv-160	44	3	,	,	PUNCT
ispiv-160	44	4	7	7	NUM
ispiv-160	44	5	discriminator	discriminator	NOUN
ispiv-160	44	6	blocks	block	NOUN
ispiv-160	44	7	of	of	ADP
ispiv-160	44	8	successive	successive	ADJ
ispiv-160	44	9	increasing	increase	VERB
ispiv-160	44	10	feature	feature	NOUN
ispiv-160	44	11	maps	map	NOUN
ispiv-160	44	12	and	and	CCONJ
ispiv-160	44	13	are	be	AUX
ispiv-160	44	14	applied	apply	VERB
ispiv-160	44	15	,	,	PUNCT
ispiv-160	44	16	where	where	SCONJ
ispiv-160	44	17	the	the	DET
ispiv-160	44	18	discriminator	discriminator	NOUN
ispiv-160	44	19	blocks	block	NOUN
ispiv-160	44	20	are	be	AUX
ispiv-160	44	21	composed	compose	VERB
ispiv-160	44	22	of	of	ADP
ispiv-160	44	23	convolutional	convolutional	ADJ
ispiv-160	44	24	layers	layer	NOUN
ispiv-160	44	25	of	of	ADP
ispiv-160	44	26	3×3	3×3	NUM
ispiv-160	44	27	size	size	NOUN
ispiv-160	44	28	and	and	CCONJ
ispiv-160	44	29	lrelu	lrelu	NOUN
ispiv-160	44	30	activation	activation	NOUN
ispiv-160	44	31	function	function	NOUN
ispiv-160	44	32	.	.	PUNCT
ispiv-160	45	1	note	note	VERB
ispiv-160	45	2	that	that	SCONJ
ispiv-160	45	3	odd	odd	ADJ
ispiv-160	45	4	blocks	block	NOUN
ispiv-160	45	5	applied	apply	VERB
ispiv-160	45	6	a	a	DET
ispiv-160	45	7	stride	stride	ADJ
ispiv-160	45	8	step	step	NOUN
ispiv-160	45	9	larger	large	ADJ
ispiv-160	45	10	than	than	ADP
ispiv-160	45	11	one	one	NUM
ispiv-160	45	12	to	to	PART
ispiv-160	45	13	reduce	reduce	VERB
ispiv-160	45	14	the	the	DET
ispiv-160	45	15	height	height	NOUN
ispiv-160	45	16	and	and	CCONJ
ispiv-160	45	17	width	width	NOUN
ispiv-160	45	18	of	of	ADP
ispiv-160	45	19	the	the	DET
ispiv-160	45	20	feature	feature	NOUN
ispiv-160	45	21	maps	map	NOUN
ispiv-160	45	22	.	.	PUNCT
ispiv-160	46	1	finally	finally	ADV
ispiv-160	46	2	,	,	PUNCT
ispiv-160	46	3	the	the	DET
ispiv-160	46	4	feature	feature	NOUN
ispiv-160	46	5	-	-	PUNCT
ispiv-160	46	6	map	map	NOUN
ispiv-160	46	7	tensor	tensor	NOUN
ispiv-160	46	8	is	be	AUX
ispiv-160	46	9	flattened	flatten	VERB
ispiv-160	46	10	into	into	ADP
ispiv-160	46	11	a	a	DET
ispiv-160	46	12	vector	vector	NOUN
ispiv-160	46	13	,	,	PUNCT
ispiv-160	46	14	followed	follow	VERB
ispiv-160	46	15	by	by	ADP
ispiv-160	46	16	a	a	DET
ispiv-160	46	17	fully	fully	ADV
ispiv-160	46	18	-	-	PUNCT
ispiv-160	46	19	connected	connect	VERB
ispiv-160	46	20	layer	layer	NOUN
ispiv-160	46	21	of	of	ADP
ispiv-160	46	22	1024	1024	NUM
ispiv-160	46	23	neurons	neuron	NOUN
ispiv-160	46	24	with	with	ADP
ispiv-160	46	25	lrelu	lrelu	NOUN
ispiv-160	46	26	activation	activation	NOUN
ispiv-160	46	27	function	function	NOUN
ispiv-160	46	28	and	and	CCONJ
ispiv-160	46	29	output	output	VERB
ispiv-160	46	30	fully	fully	ADV
ispiv-160	46	31	-	-	PUNCT
ispiv-160	46	32	connected	connect	VERB
ispiv-160	46	33	layer	layer	NOUN
ispiv-160	46	34	with	with	ADP
ispiv-160	46	35	one	one	NUM
ispiv-160	46	36	neuron	neuron	NOUN
ispiv-160	46	37	and	and	CCONJ
ispiv-160	46	38	sigmoid	sigmoid	NOUN
ispiv-160	46	39	activation	activation	NOUN
ispiv-160	46	40	function	function	NOUN
ispiv-160	46	41	.	.	PUNCT
ispiv-160	47	1	this	this	DET
ispiv-160	47	2	output	output	NOUN
ispiv-160	47	3	gives	give	VERB
ispiv-160	47	4	a	a	DET
ispiv-160	47	5	probability	probability	NOUN
ispiv-160	47	6	of	of	ADP
ispiv-160	47	7	whether	whether	SCONJ
ispiv-160	47	8	the	the	DET
ispiv-160	47	9	input	input	NOUN
ispiv-160	47	10	is	be	AUX
ispiv-160	47	11	real	real	ADJ
ispiv-160	47	12	(	(	PUNCT
ispiv-160	47	13	0s	0s	NUM
ispiv-160	47	14	)	)	PUNCT
ispiv-160	47	15	or	or	CCONJ
ispiv-160	47	16	fake	fake	ADJ
ispiv-160	47	17	(	(	PUNCT
ispiv-160	47	18	1s	1s	NUM
ispiv-160	47	19	)	)	PUNCT
ispiv-160	47	20	.	.	PUNCT
ispiv-160	48	1	the	the	DET
ispiv-160	48	2	generator	generator	NOUN
ispiv-160	48	3	loss	loss	NOUN
ispiv-160	48	4	is	be	AUX
ispiv-160	48	5	defined	define	VERB
ispiv-160	48	6	with	with	ADP
ispiv-160	48	7	weighted	weight	VERB
ispiv-160	48	8	mean	mean	ADJ
ispiv-160	48	9	-	-	PUNCT
ispiv-160	48	10	squared	square	VERB
ispiv-160	48	11	error	error	NOUN
ispiv-160	48	12	of	of	ADP
ispiv-160	48	13	the	the	DET
ispiv-160	48	14	predicted	predict	VERB
ispiv-160	48	15	output	output	NOUN
ispiv-160	48	16	with	with	ADP
ispiv-160	48	17	respect	respect	NOUN
ispiv-160	48	18	to	to	ADP
ispiv-160	48	19	its	its	PRON
ispiv-160	48	20	target	target	NOUN
ispiv-160	48	21	.	.	PUNCT
ispiv-160	49	1	the	the	DET
ispiv-160	49	2	target	target	NOUN
ispiv-160	49	3	is	be	AUX
ispiv-160	49	4	built	build	VERB
ispiv-160	49	5	from	from	ADP
ispiv-160	49	6	the	the	DET
ispiv-160	49	7	scattered	scatter	VERB
ispiv-160	49	8	vector	vector	NOUN
ispiv-160	49	9	discretized	discretize	VERB
ispiv-160	49	10	in	in	ADP
ispiv-160	49	11	windows	window	NOUN
ispiv-160	49	12	,	,	PUNCT
ispiv-160	49	13	from	from	ADP
ispiv-160	49	14	now	now	ADV
ispiv-160	49	15	on	on	ADP
ispiv-160	49	16	called	call	VERB
ispiv-160	49	17	“	"	PUNCT
ispiv-160	49	18	bins	bin	NOUN
ispiv-160	49	19	”	"	PUNCT
ispiv-160	49	20	.	.	PUNCT
ispiv-160	50	1	binned	bin	VERB
ispiv-160	50	2	-	-	PUNCT
ispiv-160	50	3	ptv	ptv	PROPN
ispiv-160	50	4	distributions	distribution	NOUN
ispiv-160	50	5	are	be	AUX
ispiv-160	50	6	obtained	obtain	VERB
ispiv-160	50	7	by	by	ADP
ispiv-160	50	8	setting	set	VERB
ispiv-160	50	9	to	to	ADP
ispiv-160	50	10	0	0	NUM
ispiv-160	50	11	the	the	DET
ispiv-160	50	12	velocity	velocity	NOUN
ispiv-160	50	13	in	in	ADP
ispiv-160	50	14	empty	empty	ADJ
ispiv-160	50	15	bins	bin	NOUN
ispiv-160	50	16	,	,	PUNCT
ispiv-160	50	17	and	and	CCONJ
ispiv-160	50	18	to	to	ADP
ispiv-160	50	19	the	the	DET
ispiv-160	50	20	average	average	ADJ
ispiv-160	50	21	velocity	velocity	NOUN
ispiv-160	50	22	of	of	ADP
ispiv-160	50	23	the	the	DET
ispiv-160	50	24	vectors	vector	NOUN
ispiv-160	50	25	within	within	ADP
ispiv-160	50	26	the	the	DET
ispiv-160	50	27	bin	bin	NOUN
ispiv-160	50	28	when	when	SCONJ
ispiv-160	50	29	one	one	NUM
ispiv-160	50	30	or	or	CCONJ
ispiv-160	50	31	more	more	ADJ
ispiv-160	50	32	vectors	vector	NOUN
ispiv-160	50	33	are	be	AUX
ispiv-160	50	34	founds	found	VERB
ispiv-160	50	35	.	.	PUNCT
ispiv-160	51	1	the	the	DET
ispiv-160	51	2	error	error	NOUN
ispiv-160	51	3	is	be	AUX
ispiv-160	51	4	weighted	weight	VERB
ispiv-160	51	5	to	to	PART
ispiv-160	51	6	consider	consider	VERB
ispiv-160	51	7	only	only	ADV
ispiv-160	51	8	those	those	DET
ispiv-160	51	9	bins	bin	NOUN
ispiv-160	51	10	in	in	ADP
ispiv-160	51	11	the	the	DET
ispiv-160	51	12	target	target	NOUN
ispiv-160	51	13	where	where	SCONJ
ispiv-160	51	14	there	there	PRON
ispiv-160	51	15	are	be	VERB
ispiv-160	51	16	vectors	vector	NOUN
ispiv-160	51	17	.	.	PUNCT
ispiv-160	52	1	moreover	moreover	ADV
ispiv-160	52	2	,	,	PUNCT
ispiv-160	52	3	an	an	DET
ispiv-160	52	4	adversarial	adversarial	ADJ
ispiv-160	52	5	contribution	contribution	NOUN
ispiv-160	52	6	is	be	AUX
ispiv-160	52	7	added	add	VERB
ispiv-160	52	8	to	to	ADP
ispiv-160	52	9	the	the	DET
ispiv-160	52	10	error	error	NOUN
ispiv-160	52	11	.	.	PUNCT
ispiv-160	53	1	this	this	DET
ispiv-160	53	2	adversarial	adversarial	ADJ
ispiv-160	53	3	loss	loss	NOUN
ispiv-160	53	4	,	,	PUNCT
ispiv-160	53	5	weighted	weight	VERB
ispiv-160	53	6	with	with	ADP
ispiv-160	53	7	a	a	DET
ispiv-160	53	8	factor	factor	NOUN
ispiv-160	53	9	of	of	ADP
ispiv-160	53	10	0.001	0.001	NUM
ispiv-160	53	11	,	,	PUNCT
ispiv-160	53	12	is	be	AUX
ispiv-160	53	13	defined	define	VERB
ispiv-160	53	14	as	as	ADP
ispiv-160	53	15	the	the	DET
ispiv-160	53	16	binary	binary	PROPN
ispiv-160	53	17	cross	cross	NOUN
ispiv-160	53	18	-	-	NOUN
ispiv-160	53	19	entropy	entropy	NOUN
ispiv-160	53	20	of	of	ADP
ispiv-160	53	21	the	the	DET
ispiv-160	53	22	predicted	predict	VERB
ispiv-160	53	23	fields	field	NOUN
ispiv-160	53	24	,	,	PUNCT
ispiv-160	53	25	i.e.	i.e.	X
ispiv-160	53	26	,	,	PUNCT
ispiv-160	53	27	to	to	PART
ispiv-160	53	28	check	check	VERB
ispiv-160	53	29	if	if	SCONJ
ispiv-160	53	30	the	the	DET
ispiv-160	53	31	discriminator	discriminator	NOUN
ispiv-160	53	32	has	have	AUX
ispiv-160	53	33	defined	define	VERB
ispiv-160	53	34	as	as	ADP
ispiv-160	53	35	fake	fake	ADJ
ispiv-160	53	36	the	the	DET
ispiv-160	53	37	generated	generate	VERB
ispiv-160	53	38	fields	field	NOUN
ispiv-160	53	39	.	.	PUNCT
ispiv-160	54	1	the	the	DET
ispiv-160	54	2	discriminator	discriminator	NOUN
ispiv-160	54	3	loss	loss	NOUN
ispiv-160	54	4	is	be	AUX
ispiv-160	54	5	defined	define	VERB
ispiv-160	54	6	as	as	ADP
ispiv-160	54	7	the	the	DET
ispiv-160	54	8	mean	mean	ADJ
ispiv-160	54	9	values	value	NOUN
ispiv-160	54	10	between	between	ADP
ispiv-160	54	11	the	the	DET
ispiv-160	54	12	binary	binary	PROPN
ispiv-160	54	13	cross	cross	NOUN
ispiv-160	54	14	-	-	NOUN
ispiv-160	54	15	entropy	entropy	NOUN
ispiv-160	54	16	of	of	ADP
ispiv-160	54	17	the	the	DET
ispiv-160	54	18	predicted	predict	VERB
ispiv-160	54	19	fields	field	NOUN
ispiv-160	54	20	and	and	CCONJ
ispiv-160	54	21	the	the	DET
ispiv-160	54	22	target	target	NOUN
ispiv-160	54	23	ones	one	NOUN
ispiv-160	54	24	.	.	PUNCT
ispiv-160	55	1	for	for	ADP
ispiv-160	55	2	the	the	DET
ispiv-160	55	3	latter	latter	ADJ
ispiv-160	55	4	,	,	PUNCT
ispiv-160	55	5	the	the	DET
ispiv-160	55	6	error	error	NOUN
ispiv-160	55	7	checks	check	NOUN
ispiv-160	55	8	if	if	SCONJ
ispiv-160	55	9	the	the	DET
ispiv-160	55	10	discriminator	discriminator	NOUN
ispiv-160	55	11	has	have	AUX
ispiv-160	55	12	recognized	recognize	VERB
ispiv-160	55	13	those	those	DET
ispiv-160	55	14	fields	field	NOUN
ispiv-160	55	15	as	as	ADP
ispiv-160	55	16	reals	real	NOUN
ispiv-160	55	17	.	.	PUNCT
ispiv-160	56	1	it	it	PRON
ispiv-160	56	2	is	be	AUX
ispiv-160	56	3	worth	worth	ADJ
ispiv-160	56	4	to	to	PART
ispiv-160	56	5	mention	mention	VERB
ispiv-160	56	6	that	that	PRON
ispiv-160	56	7	to	to	PART
ispiv-160	56	8	increase	increase	VERB
ispiv-160	56	9	the	the	DET
ispiv-160	56	10	stability	stability	NOUN
ispiv-160	56	11	of	of	ADP
ispiv-160	56	12	the	the	DET
ispiv-160	56	13	gan	gan	PROPN
ispiv-160	56	14	training	training	NOUN
ispiv-160	56	15	all	all	DET
ispiv-160	56	16	the	the	DET
ispiv-160	56	17	cross	cross	ADJ
ispiv-160	56	18	-	-	ADJ
ispiv-160	56	19	entropy	entropy	ADJ
ispiv-160	56	20	errors	error	NOUN
ispiv-160	56	21	have	have	AUX
ispiv-160	56	22	been	be	AUX
ispiv-160	56	23	perturbed	perturb	VERB
ispiv-160	56	24	with	with	ADP
ispiv-160	56	25	a	a	DET
ispiv-160	56	26	random	random	ADJ
ispiv-160	56	27	fluctuation	fluctuation	NOUN
ispiv-160	56	28	of	of	ADP
ispiv-160	56	29	standard	standard	ADJ
ispiv-160	56	30	deviation	deviation	NOUN
ispiv-160	56	31	0.2	0.2	NUM
ispiv-160	56	32	.	.	PUNCT
ispiv-160	57	1	the	the	DET
ispiv-160	57	2	different	different	ADJ
ispiv-160	57	3	cases	case	NOUN
ispiv-160	57	4	have	have	AUX
ispiv-160	57	5	been	be	AUX
ispiv-160	57	6	trained	train	VERB
ispiv-160	57	7	during	during	ADP
ispiv-160	57	8	100	100	NUM
ispiv-160	57	9	epochs	epoch	NOUN
ispiv-160	57	10	with	with	ADP
ispiv-160	57	11	8	8	NUM
ispiv-160	57	12	samples	sample	NOUN
ispiv-160	57	13	per	per	ADP
ispiv-160	57	14	batch	batch	NOUN
ispiv-160	57	15	.	.	PUNCT
ispiv-160	58	1	the	the	DET
ispiv-160	58	2	generator	generator	NOUN
ispiv-160	58	3	and	and	CCONJ
ispiv-160	58	4	discriminator	discriminator	NOUN
ispiv-160	58	5	states	state	NOUN
ispiv-160	58	6	have	have	AUX
ispiv-160	58	7	been	be	AUX
ispiv-160	58	8	stored	store	VERB
ispiv-160	58	9	each	each	DET
ispiv-160	58	10	5	5	NUM
ispiv-160	58	11	epochs	epoch	NOUN
ispiv-160	58	12	to	to	PART
ispiv-160	58	13	find	find	VERB
ispiv-160	58	14	later	later	ADV
ispiv-160	58	15	the	the	DET
ispiv-160	58	16	optimum	optimum	ADJ
ispiv-160	58	17	point	point	NOUN
ispiv-160	58	18	before	before	SCONJ
ispiv-160	58	19	the	the	DET
ispiv-160	58	20	gan	gan	PROPN
ispiv-160	58	21	starts	starts	AUX
ispiv-160	58	22	overfitting	overfitte	VERB
ispiv-160	58	23	.	.	PUNCT
ispiv-160	59	1	both	both	DET
ispiv-160	59	2	networks	network	NOUN
ispiv-160	59	3	’	'	PUNCT
ispiv-160	59	4	weights	weight	NOUN
ispiv-160	59	5	have	have	AUX
ispiv-160	59	6	been	be	AUX
ispiv-160	59	7	updated	update	VERB
ispiv-160	59	8	using	use	VERB
ispiv-160	59	9	adam	adam	PROPN
ispiv-160	59	10	optimizer	optimizer	NOUN
ispiv-160	59	11	with	with	ADP
ispiv-160	59	12	learning	learn	VERB
ispiv-160	59	13	rate	rate	NOUN
ispiv-160	59	14	0.0001	0.0001	NUM
ispiv-160	59	15	.	.	PUNCT
ispiv-160	60	1	a	a	DET
ispiv-160	60	2	schematic	schematic	ADJ
ispiv-160	60	3	view	view	NOUN
ispiv-160	60	4	of	of	ADP
ispiv-160	60	5	the	the	DET
ispiv-160	60	6	architecture	architecture	NOUN
ispiv-160	60	7	is	be	AUX
ispiv-160	60	8	presented	present	VERB
ispiv-160	60	9	in	in	ADP
ispiv-160	60	10	figure	figure	NOUN
ispiv-160	60	11	1	1	NUM
ispiv-160	60	12	.	.	PUNCT
ispiv-160	60	13	xlr	xlr	PROPN
ispiv-160	60	14	yhr	yhr	PROPN
ispiv-160	60	15	ỹhrgenerator	ỹhrgenerator	NOUN
ispiv-160	60	16	(	(	PUNCT
ispiv-160	60	17	g	g	NOUN
ispiv-160	60	18	)	)	PUNCT
ispiv-160	60	19	discriminator	discriminator	NOUN
ispiv-160	60	20	(	(	PUNCT
ispiv-160	60	21	d	d	NOUN
ispiv-160	60	22	)	)	PUNCT
ispiv-160	60	23	d(ỹhr	d(ỹhr	PROPN
ispiv-160	60	24	)	)	PUNCT
ispiv-160	60	25	d(yhr	d(yhr	PROPN
ispiv-160	60	26	)	)	PUNCT
ispiv-160	60	27	figure	figure	NOUN
ispiv-160	60	28	1	1	NUM
ispiv-160	60	29	:	:	PUNCT
ispiv-160	60	30	schematic	schematic	ADJ
ispiv-160	60	31	illustration	illustration	NOUN
ispiv-160	60	32	of	of	ADP
ispiv-160	60	33	gan	gan	ADJ
ispiv-160	60	34	architecture	architecture	NOUN
ispiv-160	60	35	(	(	PUNCT
ispiv-160	60	36	adapted	adapt	VERB
ispiv-160	60	37	from	from	ADP
ispiv-160	60	38	kim	kim	PROPN
ispiv-160	60	39	et	et	PROPN
ispiv-160	60	40	al	al	PROPN
ispiv-160	60	41	.	.	PROPN
ispiv-160	61	1	(	(	PUNCT
ispiv-160	61	2	2021	2021	NUM
ispiv-160	61	3	)	)	PUNCT
ispiv-160	61	4	)	)	PUNCT
ispiv-160	61	5	.	.	PUNCT
ispiv-160	62	1	the	the	DET
ispiv-160	62	2	novel	novel	ADJ
ispiv-160	62	3	element	element	NOUN
ispiv-160	62	4	is	be	AUX
ispiv-160	62	5	the	the	DET
ispiv-160	62	6	use	use	NOUN
ispiv-160	62	7	for	for	ADP
ispiv-160	62	8	training	training	NOUN
ispiv-160	62	9	and	and	CCONJ
ispiv-160	62	10	testing	testing	NOUN
ispiv-160	62	11	of	of	ADP
ispiv-160	62	12	gappy	gappy	ADJ
ispiv-160	62	13	high	high	ADJ
ispiv-160	62	14	-	-	PUNCT
ispiv-160	62	15	resolution	resolution	NOUN
ispiv-160	62	16	fields	field	NOUN
ispiv-160	62	17	provided	provide	VERB
ispiv-160	62	18	directly	directly	ADV
ispiv-160	62	19	by	by	ADP
ispiv-160	62	20	binned	binned	PROPN
ispiv-160	62	21	ptv	ptv	PROPN
ispiv-160	62	22	data	data	PROPN
ispiv-160	62	23	.	.	PUNCT
ispiv-160	63	1	3	3	NUM
ispiv-160	63	2	validation	validation	NOUN
ispiv-160	63	3	the	the	DET
ispiv-160	63	4	present	present	ADJ
ispiv-160	63	5	method	method	NOUN
ispiv-160	63	6	has	have	AUX
ispiv-160	63	7	been	be	AUX
ispiv-160	63	8	tested	test	VERB
ispiv-160	63	9	employing	employ	VERB
ispiv-160	63	10	two	two	NUM
ispiv-160	63	11	different	different	ADJ
ispiv-160	63	12	direct	direct	ADJ
ispiv-160	63	13	numerical	numerical	PROPN
ispiv-160	63	14	simulation	simulation	PROPN
ispiv-160	63	15	(	(	PUNCT
ispiv-160	63	16	dns	dns	PROPN
ispiv-160	63	17	)	)	PUNCT
ispiv-160	63	18	dataset	dataset	NOUN
ispiv-160	63	19	that	that	PRON
ispiv-160	63	20	includes	include	VERB
ispiv-160	63	21	a	a	DET
ispiv-160	63	22	fluidic	fluidic	ADJ
ispiv-160	63	23	pinball	pinball	NOUN
ispiv-160	63	24	and	and	CCONJ
ispiv-160	63	25	a	a	DET
ispiv-160	63	26	turbulent	turbulent	ADJ
ispiv-160	63	27	channel	channel	NOUN
ispiv-160	63	28	flow	flow	NOUN
ispiv-160	63	29	.	.	PUNCT
ispiv-160	64	1	using	use	VERB
ispiv-160	64	2	these	these	DET
ispiv-160	64	3	numerical	numerical	ADJ
ispiv-160	64	4	simulations	simulation	NOUN
ispiv-160	64	5	,	,	PUNCT
ispiv-160	64	6	a	a	DET
ispiv-160	64	7	combined	combine	VERB
ispiv-160	64	8	set	set	NOUN
ispiv-160	64	9	of	of	ADP
ispiv-160	64	10	pseudo	pseudo	NOUN
ispiv-160	64	11	-	-	NOUN
ispiv-160	64	12	piv	piv	NOUN
ispiv-160	64	13	and	and	CCONJ
ispiv-160	64	14	psuedo	psuedo	ADJ
ispiv-160	64	15	-	-	PUNCT
ispiv-160	64	16	ptv	ptv	NOUN
ispiv-160	64	17	fields	field	NOUN
ispiv-160	64	18	have	have	AUX
ispiv-160	64	19	been	be	AUX
ispiv-160	64	20	generated	generate	VERB
ispiv-160	64	21	and	and	CCONJ
ispiv-160	64	22	used	use	VERB
ispiv-160	64	23	to	to	PART
ispiv-160	64	24	train	train	VERB
ispiv-160	64	25	the	the	DET
ispiv-160	64	26	presented	present	VERB
ispiv-160	64	27	gan	gan	PROPN
ispiv-160	64	28	architecture	architecture	NOUN
ispiv-160	64	29	.	.	PUNCT
ispiv-160	65	1	3.1	3.1	NUM
ispiv-160	65	2	dataset	dataset	NOUN
ispiv-160	65	3	description	description	NOUN
ispiv-160	65	4	the	the	DET
ispiv-160	65	5	first	first	ADJ
ispiv-160	65	6	test	test	NOUN
ispiv-160	65	7	case	case	NOUN
ispiv-160	65	8	is	be	AUX
ispiv-160	65	9	the	the	DET
ispiv-160	65	10	fluidic	fluidic	ADJ
ispiv-160	65	11	pinball	pinball	NOUN
ispiv-160	65	12	(	(	PUNCT
ispiv-160	65	13	deng	deng	PROPN
ispiv-160	65	14	et	et	PROPN
ispiv-160	65	15	al	al	PROPN
ispiv-160	65	16	.	.	PROPN
ispiv-160	65	17	,	,	PUNCT
ispiv-160	65	18	2020	2020	NUM
ispiv-160	65	19	)	)	PUNCT
ispiv-160	65	20	which	which	PRON
ispiv-160	65	21	is	be	AUX
ispiv-160	65	22	a	a	DET
ispiv-160	65	23	two	two	NUM
ispiv-160	65	24	-	-	PUNCT
ispiv-160	65	25	dimensional	dimensional	ADJ
ispiv-160	65	26	wake	wake	NOUN
ispiv-160	65	27	flow	flow	NOUN
ispiv-160	65	28	around	around	ADP
ispiv-160	65	29	a	a	DET
ispiv-160	65	30	cluster	cluster	NOUN
ispiv-160	65	31	of	of	ADP
ispiv-160	65	32	three	three	NUM
ispiv-160	65	33	equidistantly	equidistantly	ADV
ispiv-160	65	34	-	-	PUNCT
ispiv-160	65	35	spaced	space	VERB
ispiv-160	65	36	cylinders	cylinder	NOUN
ispiv-160	65	37	with	with	ADP
ispiv-160	65	38	equal	equal	ADJ
ispiv-160	65	39	radius	radius	NOUN
ispiv-160	65	40	r	r	NOUN
ispiv-160	65	41	=	=	PUNCT
ispiv-160	65	42	d/2	d/2	PROPN
ispiv-160	65	43	,	,	PUNCT
ispiv-160	65	44	whose	whose	DET
ispiv-160	65	45	centres	centre	NOUN
ispiv-160	65	46	form	form	VERB
ispiv-160	65	47	an	an	DET
ispiv-160	65	48	equilateral	equilateral	ADJ
ispiv-160	65	49	triangle	triangle	NOUN
ispiv-160	65	50	with	with	ADP
ispiv-160	65	51	side	side	ADJ
ispiv-160	65	52	length	length	NOUN
ispiv-160	65	53	equal	equal	ADJ
ispiv-160	65	54	to	to	ADP
ispiv-160	65	55	3r	3r	NUM
ispiv-160	65	56	.	.	PUNCT
ispiv-160	66	1	the	the	DET
ispiv-160	66	2	triangle	triangle	NOUN
ispiv-160	66	3	is	be	AUX
ispiv-160	66	4	oriented	orient	VERB
ispiv-160	66	5	with	with	ADP
ispiv-160	66	6	an	an	DET
ispiv-160	66	7	upstream	upstream	ADJ
ispiv-160	66	8	vertex	vertex	NOUN
ispiv-160	66	9	and	and	CCONJ
ispiv-160	66	10	with	with	ADP
ispiv-160	66	11	the	the	DET
ispiv-160	66	12	downstream	downstream	ADJ
ispiv-160	66	13	side	side	NOUN
ispiv-160	66	14	orthogonal	orthogonal	NOUN
ispiv-160	66	15	to	to	ADP
ispiv-160	66	16	the	the	DET
ispiv-160	66	17	freestream	freestream	NOUN
ispiv-160	66	18	flow	flow	NOUN
ispiv-160	66	19	,	,	PUNCT
ispiv-160	66	20	located	locate	VERB
ispiv-160	66	21	at	at	ADP
ispiv-160	66	22	x	x	X
ispiv-160	66	23	=	=	SYM
ispiv-160	66	24	0	0	NUM
ispiv-160	66	25	and	and	CCONJ
ispiv-160	66	26	centred	centre	VERB
ispiv-160	66	27	with	with	ADP
ispiv-160	66	28	respect	respect	NOUN
ispiv-160	66	29	to	to	ADP
ispiv-160	66	30	the	the	DET
ispiv-160	66	31	y	y	PROPN
ispiv-160	66	32	axis	axis	NOUN
ispiv-160	66	33	.	.	PUNCT
ispiv-160	67	1	the	the	DET
ispiv-160	67	2	wake	wake	NOUN
ispiv-160	67	3	of	of	ADP
ispiv-160	67	4	the	the	DET
ispiv-160	67	5	pinball	pinball	NOUN
ispiv-160	67	6	includes	include	VERB
ispiv-160	67	7	the	the	DET
ispiv-160	67	8	interaction	interaction	NOUN
ispiv-160	67	9	of	of	ADP
ispiv-160	67	10	the	the	DET
ispiv-160	67	11	wakes	wake	NOUN
ispiv-160	67	12	of	of	ADP
ispiv-160	67	13	three	three	NUM
ispiv-160	67	14	bodies	body	NOUN
ispiv-160	67	15	,	,	PUNCT
ispiv-160	67	16	a	a	DET
ispiv-160	67	17	region	region	NOUN
ispiv-160	67	18	of	of	ADP
ispiv-160	67	19	development	development	NOUN
ispiv-160	67	20	and	and	CCONJ
ispiv-160	67	21	the	the	DET
ispiv-160	67	22	final	final	ADJ
ispiv-160	67	23	merging	merging	NOUN
ispiv-160	67	24	in	in	ADP
ispiv-160	67	25	a	a	DET
ispiv-160	67	26	large	large	ADJ
ispiv-160	67	27	-	-	PUNCT
ispiv-160	67	28	scale	scale	NOUN
ispiv-160	67	29	unique	unique	ADJ
ispiv-160	67	30	shedding	shedding	NOUN
ispiv-160	67	31	wake	wake	NOUN
ispiv-160	67	32	.	.	PUNCT
ispiv-160	68	1	the	the	DET
ispiv-160	68	2	dns	dns	NOUN
ispiv-160	68	3	data	datum	NOUN
ispiv-160	68	4	at	at	ADP
ispiv-160	68	5	re	re	NOUN
ispiv-160	68	6	=	=	NOUN
ispiv-160	68	7	130	130	NUM
ispiv-160	68	8	(	(	PUNCT
ispiv-160	68	9	referred	refer	VERB
ispiv-160	68	10	as	as	ADP
ispiv-160	68	11	chaotic	chaotic	ADJ
ispiv-160	68	12	regime	regime	NOUN
ispiv-160	68	13	deng	deng	PROPN
ispiv-160	68	14	et	et	PROPN
ispiv-160	68	15	al	al	PROPN
ispiv-160	68	16	.	.	PROPN
ispiv-160	69	1	(	(	PUNCT
ispiv-160	69	2	2020	2020	NUM
ispiv-160	69	3	)	)	PUNCT
ispiv-160	69	4	)	)	PUNCT
ispiv-160	69	5	are	be	AUX
ispiv-160	69	6	used	use	VERB
ispiv-160	69	7	to	to	PART
ispiv-160	69	8	generate	generate	VERB
ispiv-160	69	9	synthetic	synthetic	ADJ
ispiv-160	69	10	piv	piv	NOUN
ispiv-160	69	11	images	image	NOUN
ispiv-160	69	12	.	.	PUNCT
ispiv-160	70	1	the	the	DET
ispiv-160	70	2	details	detail	NOUN
ispiv-160	70	3	of	of	ADP
ispiv-160	70	4	the	the	DET
ispiv-160	70	5	simulation	simulation	NOUN
ispiv-160	70	6	settings	setting	NOUN
ispiv-160	70	7	and	and	CCONJ
ispiv-160	70	8	flow	flow	NOUN
ispiv-160	70	9	behaviour	behaviour	NOUN
ispiv-160	70	10	can	can	AUX
ispiv-160	70	11	be	be	AUX
ispiv-160	70	12	found	find	VERB
ispiv-160	70	13	in	in	ADP
ispiv-160	70	14	deng	deng	PROPN
ispiv-160	70	15	et	et	PROPN
ispiv-160	70	16	al	al	PROPN
ispiv-160	70	17	.	.	PROPN
ispiv-160	71	1	(	(	PUNCT
ispiv-160	71	2	2020	2020	NUM
ispiv-160	71	3	)	)	PUNCT
ispiv-160	71	4	.	.	PUNCT
ispiv-160	72	1	a	a	DET
ispiv-160	72	2	set	set	NOUN
ispiv-160	72	3	of	of	ADP
ispiv-160	72	4	4737	4737	NUM
ispiv-160	72	5	synthetic	synthetic	ADJ
ispiv-160	72	6	piv	piv	NOUN
ispiv-160	72	7	images	image	NOUN
ispiv-160	72	8	are	be	AUX
ispiv-160	72	9	generated	generate	VERB
ispiv-160	72	10	with	with	ADP
ispiv-160	72	11	a	a	DET
ispiv-160	72	12	custom	custom	ADV
ispiv-160	72	13	-	-	PUNCT
ispiv-160	72	14	made	make	VERB
ispiv-160	72	15	code	code	NOUN
ispiv-160	72	16	.	.	PUNCT
ispiv-160	73	1	the	the	DET
ispiv-160	73	2	first	first	ADJ
ispiv-160	73	3	4000	4000	NUM
ispiv-160	73	4	are	be	AUX
ispiv-160	73	5	used	use	VERB
ispiv-160	73	6	for	for	ADP
ispiv-160	73	7	training	training	NOUN
ispiv-160	73	8	,	,	PUNCT
ispiv-160	73	9	while	while	SCONJ
ispiv-160	73	10	the	the	DET
ispiv-160	73	11	rest	rest	NOUN
ispiv-160	73	12	is	be	AUX
ispiv-160	73	13	used	use	VERB
ispiv-160	73	14	for	for	ADP
ispiv-160	73	15	testing	testing	NOUN
ispiv-160	73	16	.	.	PUNCT
ispiv-160	74	1	gaussian	gaussian	ADJ
ispiv-160	74	2	blobs	blob	NOUN
ispiv-160	74	3	with	with	ADP
ispiv-160	74	4	a	a	DET
ispiv-160	74	5	maximum	maximum	ADJ
ispiv-160	74	6	intensity	intensity	NOUN
ispiv-160	74	7	of	of	ADP
ispiv-160	74	8	100	100	NUM
ispiv-160	74	9	counts	count	NOUN
ispiv-160	74	10	and	and	CCONJ
ispiv-160	74	11	3	3	NUM
ispiv-160	74	12	pixels	pixel	NOUN
ispiv-160	74	13	diameter	diameter	NOUN
ispiv-160	74	14	are	be	AUX
ispiv-160	74	15	generated	generate	VERB
ispiv-160	74	16	on	on	ADP
ispiv-160	74	17	8	8	NUM
ispiv-160	74	18	-	-	PUNCT
ispiv-160	74	19	bit	bit	NOUN
ispiv-160	74	20	images	image	NOUN
ispiv-160	74	21	.	.	PUNCT
ispiv-160	75	1	a	a	DET
ispiv-160	75	2	domain	domain	NOUN
ispiv-160	75	3	ranging	range	VERB
ispiv-160	75	4	from	from	ADP
ispiv-160	75	5	−5d	−5d	PROPN
ispiv-160	75	6	to	to	ADP
ispiv-160	75	7	8.04d	8.04d	NUM
ispiv-160	75	8	in	in	ADP
ispiv-160	75	9	the	the	DET
ispiv-160	75	10	streamwise	streamwise	NOUN
ispiv-160	75	11	direction	direction	NOUN
ispiv-160	75	12	and	and	CCONJ
ispiv-160	75	13	from	from	ADP
ispiv-160	75	14	−3.84d	−3.84d	ADV
ispiv-160	75	15	to	to	ADP
ispiv-160	75	16	3.84d	3.84d	NUM
ispiv-160	75	17	in	in	ADP
ispiv-160	75	18	the	the	DET
ispiv-160	75	19	spanwise	spanwise	ADJ
ispiv-160	75	20	direction	direction	NOUN
ispiv-160	75	21	is	be	AUX
ispiv-160	75	22	discretized	discretize	VERB
ispiv-160	75	23	with	with	ADP
ispiv-160	75	24	25pix	25pix	PROPN
ispiv-160	75	25	/	/	SYM
ispiv-160	75	26	d	d	PROPN
ispiv-160	75	27	,	,	PUNCT
ispiv-160	75	28	thus	thus	ADV
ispiv-160	75	29	resulting	result	VERB
ispiv-160	75	30	in	in	ADP
ispiv-160	75	31	images	image	NOUN
ispiv-160	75	32	with	with	ADP
ispiv-160	75	33	576×	576×	PROPN
ispiv-160	75	34	192	192	NUM
ispiv-160	75	35	pixels	pixel	NOUN
ispiv-160	75	36	.	.	PUNCT
ispiv-160	76	1	particles	particle	NOUN
ispiv-160	76	2	are	be	AUX
ispiv-160	76	3	randomly	randomly	ADV
ispiv-160	76	4	distributed	distribute	VERB
ispiv-160	76	5	to	to	PART
ispiv-160	76	6	achieve	achieve	VERB
ispiv-160	76	7	an	an	DET
ispiv-160	76	8	image	image	NOUN
ispiv-160	76	9	density	density	NOUN
ispiv-160	76	10	of	of	ADP
ispiv-160	76	11	0.02	0.02	NUM
ispiv-160	76	12	particles	particle	NOUN
ispiv-160	76	13	per	per	ADP
ispiv-160	76	14	pixel	pixel	NOUN
ispiv-160	76	15	.	.	PUNCT
ispiv-160	77	1	the	the	DET
ispiv-160	77	2	images	image	NOUN
ispiv-160	77	3	are	be	AUX
ispiv-160	77	4	processed	process	VERB
ispiv-160	77	5	with	with	ADP
ispiv-160	77	6	a	a	DET
ispiv-160	77	7	custom	custom	ADV
ispiv-160	77	8	-	-	PUNCT
ispiv-160	77	9	made	make	VERB
ispiv-160	77	10	multi	multi	ADJ
ispiv-160	77	11	-	-	ADJ
ispiv-160	77	12	pass	pass	ADJ
ispiv-160	77	13	image	image	NOUN
ispiv-160	77	14	deformation	deformation	NOUN
ispiv-160	77	15	(	(	PUNCT
ispiv-160	77	16	scarano	scarano	ADJ
ispiv-160	77	17	,	,	PUNCT
ispiv-160	77	18	2001	2001	NUM
ispiv-160	77	19	)	)	PUNCT
ispiv-160	77	20	piv	piv	NOUN
ispiv-160	77	21	algorithm	algorithm	NOUN
ispiv-160	77	22	developed	develop	VERB
ispiv-160	77	23	at	at	ADP
ispiv-160	77	24	the	the	DET
ispiv-160	77	25	university	university	PROPN
ispiv-160	77	26	of	of	ADP
ispiv-160	77	27	naples	naples	PROPN
ispiv-160	77	28	(	(	PUNCT
ispiv-160	77	29	astarita	astarita	PROPN
ispiv-160	77	30	,	,	PUNCT
ispiv-160	77	31	2008	2008	NUM
ispiv-160	77	32	)	)	PUNCT
ispiv-160	77	33	.	.	PUNCT
ispiv-160	78	1	the	the	DET
ispiv-160	78	2	interrogation	interrogation	NOUN
ispiv-160	78	3	window	window	NOUN
ispiv-160	78	4	is	be	AUX
ispiv-160	78	5	set	set	VERB
ispiv-160	78	6	to	to	ADP
ispiv-160	78	7	32×32	32×32	NUM
ispiv-160	78	8	pixels	pixel	NOUN
ispiv-160	78	9	with	with	ADP
ispiv-160	78	10	50	50	NUM
ispiv-160	78	11	%	%	NOUN
ispiv-160	78	12	overlap	overlap	NOUN
ispiv-160	78	13	.	.	PUNCT
ispiv-160	79	1	for	for	ADP
ispiv-160	79	2	this	this	DET
ispiv-160	79	3	first	first	ADJ
ispiv-160	79	4	test	test	NOUN
ispiv-160	79	5	case	case	NOUN
ispiv-160	79	6	,	,	PUNCT
ispiv-160	79	7	the	the	DET
ispiv-160	79	8	srgan	srgan	NOUN
ispiv-160	79	9	seeks	seek	VERB
ispiv-160	79	10	to	to	PART
ispiv-160	79	11	achieve	achieve	VERB
ispiv-160	79	12	upsampling	upsampling	NOUN
ispiv-160	79	13	levels	level	NOUN
ispiv-160	79	14	ranging	range	VERB
ispiv-160	79	15	from	from	ADP
ispiv-160	79	16	fu	fu	NOUN
ispiv-160	79	17	=	=	SYM
ispiv-160	79	18	2−8	2−8	NUM
ispiv-160	79	19	,	,	PUNCT
ispiv-160	79	20	with	with	ADP
ispiv-160	79	21	fu	fu	PROPN
ispiv-160	79	22	being	be	AUX
ispiv-160	79	23	the	the	DET
ispiv-160	79	24	upsampling	upsampling	NOUN
ispiv-160	79	25	factor	factor	NOUN
ispiv-160	79	26	.	.	PUNCT
ispiv-160	80	1	the	the	DET
ispiv-160	80	2	window	window	NOUN
ispiv-160	80	3	used	use	VERB
ispiv-160	80	4	to	to	PART
ispiv-160	80	5	bin	bin	VERB
ispiv-160	80	6	the	the	DET
ispiv-160	80	7	vector	vector	NOUN
ispiv-160	80	8	fields	field	NOUN
ispiv-160	80	9	has	have	VERB
ispiv-160	80	10	size	size	NOUN
ispiv-160	80	11	equal	equal	ADJ
ispiv-160	80	12	to	to	ADP
ispiv-160	80	13	b	b	NOUN
ispiv-160	80	14	=	=	X
ispiv-160	80	15	di/	di/	X
ispiv-160	80	16	fu	fu	PROPN
ispiv-160	80	17	,	,	PUNCT
ispiv-160	80	18	with	with	ADP
ispiv-160	80	19	b	b	PROPN
ispiv-160	80	20	,	,	PUNCT
ispiv-160	80	21	di	di	X
ispiv-160	80	22	being	be	AUX
ispiv-160	80	23	the	the	DET
ispiv-160	80	24	bin	bin	NOUN
ispiv-160	80	25	size	size	NOUN
ispiv-160	80	26	of	of	ADP
ispiv-160	80	27	the	the	DET
ispiv-160	80	28	binned	bin	VERB
ispiv-160	80	29	ptv	ptv	PROPN
ispiv-160	80	30	and	and	CCONJ
ispiv-160	80	31	the	the	DET
ispiv-160	80	32	interrogation	interrogation	NOUN
ispiv-160	80	33	window	window	NOUN
ispiv-160	80	34	size	size	NOUN
ispiv-160	80	35	of	of	ADP
ispiv-160	80	36	the	the	DET
ispiv-160	80	37	piv	piv	NOUN
ispiv-160	80	38	process	process	NOUN
ispiv-160	80	39	,	,	PUNCT
ispiv-160	80	40	respectively	respectively	ADV
ispiv-160	80	41	.	.	PUNCT
ispiv-160	81	1	furthermore	furthermore	ADV
ispiv-160	81	2	,	,	PUNCT
ispiv-160	81	3	the	the	DET
ispiv-160	81	4	grid	grid	NOUN
ispiv-160	81	5	is	be	AUX
ispiv-160	81	6	refined	refine	VERB
ispiv-160	81	7	by	by	ADP
ispiv-160	81	8	the	the	DET
ispiv-160	81	9	same	same	ADJ
ispiv-160	81	10	amount	amount	NOUN
ispiv-160	81	11	,	,	PUNCT
ispiv-160	81	12	thus	thus	ADV
ispiv-160	81	13	maintaining	maintain	VERB
ispiv-160	81	14	the	the	DET
ispiv-160	81	15	overlap	overlap	NOUN
ispiv-160	81	16	between	between	ADP
ispiv-160	81	17	adjacent	adjacent	ADJ
ispiv-160	81	18	windows	window	NOUN
ispiv-160	81	19	.	.	PUNCT
ispiv-160	82	1	it	it	PRON
ispiv-160	82	2	is	be	AUX
ispiv-160	82	3	important	important	ADJ
ispiv-160	82	4	to	to	PART
ispiv-160	82	5	remark	remark	VERB
ispiv-160	82	6	that	that	SCONJ
ispiv-160	82	7	selecting	select	VERB
ispiv-160	82	8	a	a	DET
ispiv-160	82	9	smaller	small	ADJ
ispiv-160	82	10	bin	bin	NOUN
ispiv-160	82	11	increases	increase	VERB
ispiv-160	82	12	the	the	DET
ispiv-160	82	13	levels	level	NOUN
ispiv-160	82	14	of	of	ADP
ispiv-160	82	15	gappyness	gappyness	NOUN
ispiv-160	82	16	of	of	ADP
ispiv-160	82	17	the	the	DET
ispiv-160	82	18	distributions	distribution	NOUN
ispiv-160	82	19	to	to	PART
ispiv-160	82	20	be	be	AUX
ispiv-160	82	21	reconstructed	reconstruct	VERB
ispiv-160	82	22	.	.	PUNCT
ispiv-160	83	1	the	the	DET
ispiv-160	83	2	level	level	NOUN
ispiv-160	83	3	of	of	ADP
ispiv-160	83	4	gappyness	gappyness	NOUN
ispiv-160	83	5	is	be	AUX
ispiv-160	83	6	approximately	approximately	ADV
ispiv-160	83	7	1%,29%,73	1%,29%,73	NUM
ispiv-160	83	8	%	%	NOUN
ispiv-160	83	9	for	for	ADP
ispiv-160	83	10	fu	fu	NOUN
ispiv-160	83	11	=	=	SYM
ispiv-160	83	12	2,4,8	2,4,8	NUM
ispiv-160	83	13	,	,	PUNCT
ispiv-160	83	14	respectively	respectively	ADV
ispiv-160	83	15	.	.	PUNCT
ispiv-160	84	1	the	the	DET
ispiv-160	84	2	second	second	ADJ
ispiv-160	84	3	test	test	NOUN
ispiv-160	84	4	case	case	NOUN
ispiv-160	84	5	is	be	AUX
ispiv-160	84	6	the	the	DET
ispiv-160	84	7	turbulent	turbulent	ADJ
ispiv-160	84	8	channel	channel	NOUN
ispiv-160	84	9	flow	flow	NOUN
ispiv-160	84	10	available	available	ADJ
ispiv-160	84	11	at	at	ADP
ispiv-160	84	12	the	the	DET
ispiv-160	84	13	johns	johns	PROPN
ispiv-160	84	14	hopkins	hopkins	PROPN
ispiv-160	84	15	turbulence	turbulence	NOUN
ispiv-160	84	16	database	database	NOUN
ispiv-160	84	17	(	(	PUNCT
ispiv-160	84	18	http://turbulence.pha.jhu.edu/	http://turbulence.pha.jhu.edu/	NOUN
ispiv-160	84	19	)	)	PUNCT
ispiv-160	84	20	.	.	PUNCT
ispiv-160	85	1	the	the	DET
ispiv-160	85	2	channel	channel	NOUN
ispiv-160	85	3	has	have	VERB
ispiv-160	85	4	a	a	DET
ispiv-160	85	5	dimension	dimension	NOUN
ispiv-160	85	6	of	of	ADP
ispiv-160	85	7	2	2	NUM
ispiv-160	85	8	half	half	ADJ
ispiv-160	85	9	-	-	PUNCT
ispiv-160	85	10	channel	channel	NOUN
ispiv-160	85	11	-	-	PUNCT
ispiv-160	85	12	heights	height	NOUN
ispiv-160	85	13	h	h	NOUN
ispiv-160	85	14	from	from	ADP
ispiv-160	85	15	wall	wall	PROPN
ispiv-160	85	16	to	to	ADP
ispiv-160	85	17	wall	wall	NOUN
ispiv-160	85	18	,	,	PUNCT
ispiv-160	85	19	3πh	3πh	NOUN
ispiv-160	85	20	in	in	ADP
ispiv-160	85	21	the	the	DET
ispiv-160	85	22	span	span	NOUN
ispiv-160	85	23	-	-	PUNCT
ispiv-160	85	24	wise	wise	ADJ
ispiv-160	85	25	direction	direction	NOUN
ispiv-160	85	26	and	and	CCONJ
ispiv-160	85	27	8πh	8πh	NOUN
ispiv-160	85	28	in	in	ADP
ispiv-160	85	29	the	the	DET
ispiv-160	85	30	stream	stream	NOUN
ispiv-160	85	31	-	-	PUNCT
ispiv-160	85	32	wise	wise	ADJ
ispiv-160	85	33	direction	direction	NOUN
ispiv-160	85	34	.	.	PUNCT
ispiv-160	86	1	the	the	DET
ispiv-160	86	2	dns	dns	NOUN
ispiv-160	86	3	database	database	NOUN
ispiv-160	86	4	covers	cover	VERB
ispiv-160	86	5	one	one	NUM
ispiv-160	86	6	channel	channel	NOUN
ispiv-160	86	7	-	-	PUNCT
ispiv-160	86	8	flow	flow	NOUN
ispiv-160	86	9	through	through	ADP
ispiv-160	86	10	time	time	NOUN
ispiv-160	86	11	8πh	8πh	NOUN
ispiv-160	86	12	/	/	SYM
ispiv-160	86	13	ub	ub	PROPN
ispiv-160	87	1	(	(	PUNCT
ispiv-160	87	2	where	where	SCONJ
ispiv-160	87	3	ub	ub	ADV
ispiv-160	87	4	is	be	AUX
ispiv-160	87	5	the	the	DET
ispiv-160	87	6	channel	channel	NOUN
ispiv-160	87	7	bulk	bulk	ADJ
ispiv-160	87	8	velocity	velocity	NOUN
ispiv-160	87	9	)	)	PUNCT
ispiv-160	87	10	with	with	ADP
ispiv-160	87	11	a	a	DET
ispiv-160	87	12	dns	dns	NOUN
ispiv-160	87	13	time	time	NOUN
ispiv-160	87	14	step	step	NOUN
ispiv-160	87	15	of	of	ADP
ispiv-160	87	16	δt	δt	X
ispiv-160	87	17	=	=	PUNCT
ispiv-160	88	1	0.0014h	0.0014h	PROPN
ispiv-160	88	2	/	/	SYM
ispiv-160	88	3	ub	ub	PROPN
ispiv-160	88	4	.	.	PUNCT
ispiv-160	89	1	the	the	DET
ispiv-160	89	2	details	detail	NOUN
ispiv-160	89	3	of	of	ADP
ispiv-160	89	4	the	the	DET
ispiv-160	89	5	simulation	simulation	NOUN
ispiv-160	89	6	settings	setting	NOUN
ispiv-160	89	7	and	and	CCONJ
ispiv-160	89	8	flow	flow	NOUN
ispiv-160	89	9	behaviour	behaviour	NOUN
ispiv-160	89	10	can	can	AUX
ispiv-160	89	11	be	be	AUX
ispiv-160	89	12	found	find	VERB
ispiv-160	89	13	in	in	ADP
ispiv-160	89	14	li	li	PROPN
ispiv-160	89	15	et	et	PROPN
ispiv-160	89	16	al	al	PROPN
ispiv-160	89	17	.	.	PROPN
ispiv-160	90	1	(	(	PUNCT
ispiv-160	90	2	2008	2008	NUM
ispiv-160	90	3	)	)	PUNCT
ispiv-160	90	4	.	.	PUNCT
ispiv-160	91	1	for	for	ADP
ispiv-160	91	2	our	our	PRON
ispiv-160	91	3	simulated	simulated	ADJ
ispiv-160	91	4	experiments	experiment	NOUN
ispiv-160	91	5	,	,	PUNCT
ispiv-160	91	6	subdomains	subdomain	NOUN
ispiv-160	91	7	are	be	AUX
ispiv-160	91	8	taken	take	VERB
ispiv-160	91	9	of	of	ADP
ispiv-160	91	10	size	size	NOUN
ispiv-160	91	11	2h×	2h×	PROPN
ispiv-160	91	12	h	h	PROPN
ispiv-160	91	13	in	in	ADP
ispiv-160	91	14	the	the	DET
ispiv-160	91	15	streamwise	streamwise	NOUN
ispiv-160	91	16	and	and	CCONJ
ispiv-160	91	17	wall	wall	NOUN
ispiv-160	91	18	-	-	PUNCT
ispiv-160	91	19	normal	normal	ADJ
ispiv-160	91	20	directions	direction	NOUN
ispiv-160	91	21	,	,	PUNCT
ispiv-160	91	22	respectively	respectively	ADV
ispiv-160	91	23	.	.	PUNCT
ispiv-160	92	1	such	such	ADJ
ispiv-160	92	2	domains	domain	NOUN
ispiv-160	92	3	have	have	AUX
ispiv-160	92	4	been	be	AUX
ispiv-160	92	5	discretized	discretize	VERB
ispiv-160	92	6	with	with	ADP
ispiv-160	92	7	512pix	512pix	NUM
ispiv-160	92	8	/	/	SYM
ispiv-160	92	9	h	h	NOUN
ispiv-160	92	10	and	and	CCONJ
ispiv-160	92	11	seeded	seed	VERB
ispiv-160	92	12	with	with	ADP
ispiv-160	92	13	particles	particle	NOUN
ispiv-160	92	14	with	with	ADP
ispiv-160	92	15	a	a	DET
ispiv-160	92	16	density	density	NOUN
ispiv-160	92	17	of	of	ADP
ispiv-160	92	18	0.01	0.01	NUM
ispiv-160	92	19	particles	particle	NOUN
ispiv-160	92	20	per	per	ADP
ispiv-160	92	21	pixel	pixel	NOUN
ispiv-160	92	22	.	.	PUNCT
ispiv-160	93	1	the	the	DET
ispiv-160	93	2	particles	particle	NOUN
ispiv-160	93	3	have	have	AUX
ispiv-160	93	4	been	be	AUX
ispiv-160	93	5	randomly	randomly	ADV
ispiv-160	93	6	distributed	distribute	VERB
ispiv-160	93	7	in	in	ADP
ispiv-160	93	8	the	the	DET
ispiv-160	93	9	subdomain	subdomain	NOUN
ispiv-160	93	10	and	and	CCONJ
ispiv-160	93	11	tracked	track	VERB
ispiv-160	93	12	for	for	ADP
ispiv-160	93	13	10	10	NUM
ispiv-160	93	14	time	time	NOUN
ispiv-160	93	15	steps	step	NOUN
ispiv-160	93	16	of	of	ADP
ispiv-160	93	17	the	the	DET
ispiv-160	93	18	simulations	simulation	NOUN
ispiv-160	93	19	to	to	PART
ispiv-160	93	20	generate	generate	VERB
ispiv-160	93	21	the	the	DET
ispiv-160	93	22	position	position	NOUN
ispiv-160	93	23	in	in	ADP
ispiv-160	93	24	the	the	DET
ispiv-160	93	25	second	second	ADJ
ispiv-160	93	26	frame	frame	NOUN
ispiv-160	93	27	.	.	PUNCT
ispiv-160	94	1	snapshots	snapshot	NOUN
ispiv-160	94	2	are	be	AUX
ispiv-160	94	3	http://turbulence.pha.jhu.edu/	http://turbulence.pha.jhu.edu/	PRON
ispiv-160	94	4	−4	−4	X
ispiv-160	94	5	0	0	SYM
ispiv-160	94	6	4	4	NUM
ispiv-160	94	7	y	y	PROPN
ispiv-160	95	1	/	/	SYM
ispiv-160	95	2	d	d	NOUN
ispiv-160	95	3	−5	−5	NOUN
ispiv-160	95	4	0	0	NUM
ispiv-160	95	5	5	5	NUM
ispiv-160	95	6	10	10	NUM
ispiv-160	95	7	15	15	NUM
ispiv-160	95	8	x	x	NOUN
ispiv-160	95	9	/	/	SYM
ispiv-160	95	10	d	d	NOUN
ispiv-160	95	11	−4	−4	X
ispiv-160	95	12	0	0	NUM
ispiv-160	95	13	4	4	NUM
ispiv-160	95	14	y	y	PROPN
ispiv-160	95	15	/	/	SYM
ispiv-160	95	16	d	d	NOUN
ispiv-160	95	17	−5	−5	NOUN
ispiv-160	95	18	0	0	NUM
ispiv-160	95	19	5	5	NUM
ispiv-160	95	20	10	10	NUM
ispiv-160	95	21	15	15	NUM
ispiv-160	95	22	x	x	NOUN
ispiv-160	95	23	/	/	SYM
ispiv-160	95	24	d	d	NOUN
ispiv-160	95	25	−5	−5	NOUN
ispiv-160	95	26	0	0	NUM
ispiv-160	95	27	5	5	NUM
ispiv-160	95	28	10	10	NUM
ispiv-160	95	29	15	15	NUM
ispiv-160	95	30	x	x	NOUN
ispiv-160	95	31	/	/	SYM
ispiv-160	95	32	d	d	NOUN
ispiv-160	95	33	−5	−5	NOUN
ispiv-160	95	34	0	0	NUM
ispiv-160	95	35	5	5	NUM
ispiv-160	95	36	10	10	NUM
ispiv-160	95	37	15	15	NUM
ispiv-160	95	38	x	x	NOUN
ispiv-160	95	39	/	/	SYM
ispiv-160	95	40	d	d	X
ispiv-160	95	41	−1.5	−1.5	PROPN
ispiv-160	95	42	0.0	0.0	NUM
ispiv-160	95	43	1.5	1.5	NUM
ispiv-160	95	44	−0.7	−0.7	NOUN
ispiv-160	95	45	0.0	0.0	NUM
ispiv-160	95	46	0.7	0.7	NUM
ispiv-160	95	47	figure	figure	NOUN
ispiv-160	95	48	2	2	NUM
ispiv-160	95	49	:	:	PUNCT
ispiv-160	95	50	contour	contour	NOUN
ispiv-160	95	51	maps	map	NOUN
ispiv-160	95	52	of	of	ADP
ispiv-160	95	53	instantaneous	instantaneous	ADJ
ispiv-160	95	54	velocities	velocity	NOUN
ispiv-160	95	55	for	for	ADP
ispiv-160	95	56	fluidic	fluidic	ADJ
ispiv-160	95	57	pinball	pinball	NOUN
ispiv-160	95	58	case	case	NOUN
ispiv-160	95	59	with	with	ADP
ispiv-160	95	60	upsampling	upsample	VERB
ispiv-160	95	61	factor	factor	NOUN
ispiv-160	95	62	fu	fu	NOUN
ispiv-160	95	63	=	=	NOUN
ispiv-160	95	64	8	8	X
ispiv-160	95	65	.	.	NOUN
ispiv-160	95	66	top	top	ADJ
ispiv-160	95	67	and	and	CCONJ
ispiv-160	95	68	bottom	bottom	NOUN
ispiv-160	95	69	row	row	NOUN
ispiv-160	95	70	denote	denote	NOUN
ispiv-160	95	71	horizontal	horizontal	ADJ
ispiv-160	95	72	and	and	CCONJ
ispiv-160	95	73	vertical	vertical	ADJ
ispiv-160	95	74	velocity	velocity	NOUN
ispiv-160	95	75	components	component	NOUN
ispiv-160	95	76	respectively	respectively	ADV
ispiv-160	95	77	.	.	PUNCT
ispiv-160	96	1	from	from	ADP
ispiv-160	96	2	left	left	ADJ
ispiv-160	96	3	to	to	ADP
ispiv-160	96	4	right	right	NOUN
ispiv-160	96	5	,	,	PUNCT
ispiv-160	96	6	columns	column	NOUN
ispiv-160	96	7	refers	refer	VERB
ispiv-160	96	8	to	to	ADP
ispiv-160	96	9	piv	piv	NOUN
ispiv-160	96	10	,	,	PUNCT
ispiv-160	96	11	binned	bin	VERB
ispiv-160	96	12	ptv	ptv	PROPN
ispiv-160	96	13	,	,	PUNCT
ispiv-160	96	14	gan	gan	ADJ
ispiv-160	96	15	prediction	prediction	NOUN
ispiv-160	96	16	and	and	CCONJ
ispiv-160	96	17	dns	dns	NOUN
ispiv-160	96	18	reference	reference	NOUN
ispiv-160	96	19	field	field	NOUN
ispiv-160	96	20	.	.	PUNCT
ispiv-160	97	1	generated	generate	VERB
ispiv-160	97	2	with	with	ADP
ispiv-160	97	3	time	time	NOUN
ispiv-160	97	4	separation	separation	NOUN
ispiv-160	97	5	of	of	ADP
ispiv-160	97	6	1	1	NUM
ispiv-160	97	7	convective	convective	ADJ
ispiv-160	97	8	time	time	NOUN
ispiv-160	97	9	to	to	PART
ispiv-160	97	10	reduce	reduce	VERB
ispiv-160	97	11	correlation	correlation	NOUN
ispiv-160	97	12	between	between	ADP
ispiv-160	97	13	snapshots	snapshot	NOUN
ispiv-160	97	14	.	.	PUNCT
ispiv-160	98	1	in	in	ADP
ispiv-160	98	2	order	order	NOUN
ispiv-160	98	3	to	to	PART
ispiv-160	98	4	obtain	obtain	VERB
ispiv-160	98	5	a	a	DET
ispiv-160	98	6	sufficient	sufficient	ADJ
ispiv-160	98	7	number	number	NOUN
ispiv-160	98	8	of	of	ADP
ispiv-160	98	9	snapshots	snapshot	NOUN
ispiv-160	98	10	,	,	PUNCT
ispiv-160	98	11	data	datum	NOUN
ispiv-160	98	12	are	be	AUX
ispiv-160	98	13	extracted	extract	VERB
ispiv-160	98	14	in	in	ADP
ispiv-160	98	15	subdomains	subdomain	NOUN
ispiv-160	98	16	at	at	ADP
ispiv-160	98	17	different	different	ADJ
ispiv-160	98	18	locations	location	NOUN
ispiv-160	98	19	in	in	ADP
ispiv-160	98	20	the	the	DET
ispiv-160	98	21	streamwise	streamwise	NOUN
ispiv-160	98	22	and	and	CCONJ
ispiv-160	98	23	spanwise	spanwise	ADJ
ispiv-160	98	24	direction	direction	NOUN
ispiv-160	98	25	.	.	PUNCT
ispiv-160	99	1	the	the	DET
ispiv-160	99	2	streamwise	streamwise	NOUN
ispiv-160	99	3	and	and	CCONJ
ispiv-160	99	4	spanwise	spanwise	PROPN
ispiv-160	99	5	separation	separation	NOUN
ispiv-160	99	6	between	between	ADP
ispiv-160	99	7	domains	domain	NOUN
ispiv-160	99	8	was	be	AUX
ispiv-160	99	9	equal	equal	ADJ
ispiv-160	99	10	to	to	ADP
ispiv-160	99	11	2h	2h	NUM
ispiv-160	99	12	and	and	CCONJ
ispiv-160	99	13	0.25h	0.25h	NOUN
ispiv-160	99	14	respectively	respectively	ADV
ispiv-160	99	15	.	.	PUNCT
ispiv-160	100	1	a	a	DET
ispiv-160	100	2	total	total	NOUN
ispiv-160	100	3	of	of	ADP
ispiv-160	100	4	11856	11856	NUM
ispiv-160	100	5	snapshots	snapshot	NOUN
ispiv-160	100	6	has	have	AUX
ispiv-160	100	7	been	be	AUX
ispiv-160	100	8	generated	generate	VERB
ispiv-160	100	9	,	,	PUNCT
ispiv-160	100	10	with	with	ADP
ispiv-160	100	11	10000	10000	NUM
ispiv-160	100	12	of	of	ADP
ispiv-160	100	13	them	they	PRON
ispiv-160	100	14	used	use	VERB
ispiv-160	100	15	for	for	ADP
ispiv-160	100	16	training	training	NOUN
ispiv-160	100	17	.	.	PUNCT
ispiv-160	101	1	the	the	DET
ispiv-160	101	2	particle	particle	NOUN
ispiv-160	101	3	images	image	NOUN
ispiv-160	101	4	are	be	AUX
ispiv-160	101	5	generated	generate	VERB
ispiv-160	101	6	with	with	ADP
ispiv-160	101	7	the	the	DET
ispiv-160	101	8	same	same	ADJ
ispiv-160	101	9	parameters	parameter	NOUN
ispiv-160	101	10	of	of	ADP
ispiv-160	101	11	the	the	DET
ispiv-160	101	12	previous	previous	ADJ
ispiv-160	101	13	test	test	NOUN
ispiv-160	101	14	case	case	NOUN
ispiv-160	101	15	.	.	PUNCT
ispiv-160	102	1	the	the	DET
ispiv-160	102	2	interrogation	interrogation	NOUN
ispiv-160	102	3	window	window	NOUN
ispiv-160	102	4	is	be	AUX
ispiv-160	102	5	set	set	VERB
ispiv-160	102	6	to	to	ADP
ispiv-160	102	7	64×	64×	NOUN
ispiv-160	102	8	64	64	NUM
ispiv-160	102	9	pixels	pixel	NOUN
ispiv-160	102	10	with	with	ADP
ispiv-160	102	11	50	50	NUM
ispiv-160	102	12	%	%	NOUN
ispiv-160	102	13	overlap	overlap	NOUN
ispiv-160	102	14	.	.	PUNCT
ispiv-160	103	1	here	here	ADV
ispiv-160	103	2	a	a	DET
ispiv-160	103	3	relatively	relatively	ADV
ispiv-160	103	4	large	large	ADJ
ispiv-160	103	5	window	window	NOUN
ispiv-160	103	6	is	be	AUX
ispiv-160	103	7	selected	select	VERB
ispiv-160	103	8	on	on	ADP
ispiv-160	103	9	purpose	purpose	NOUN
ispiv-160	103	10	to	to	PART
ispiv-160	103	11	challenge	challenge	VERB
ispiv-160	103	12	the	the	DET
ispiv-160	103	13	gans	gan	NOUN
ispiv-160	103	14	in	in	ADP
ispiv-160	103	15	presence	presence	NOUN
ispiv-160	103	16	of	of	ADP
ispiv-160	103	17	a	a	DET
ispiv-160	103	18	modulated	modulate	VERB
ispiv-160	103	19	input	input	NOUN
ispiv-160	103	20	with	with	ADP
ispiv-160	103	21	severe	severe	ADJ
ispiv-160	103	22	lack	lack	NOUN
ispiv-160	103	23	of	of	ADP
ispiv-160	103	24	information	information	NOUN
ispiv-160	103	25	in	in	ADP
ispiv-160	103	26	the	the	DET
ispiv-160	103	27	near	near	ADJ
ispiv-160	103	28	-	-	PUNCT
ispiv-160	103	29	wall	wall	NOUN
ispiv-160	103	30	region	region	NOUN
ispiv-160	103	31	.	.	PUNCT
ispiv-160	104	1	as	as	ADP
ispiv-160	104	2	for	for	ADP
ispiv-160	104	3	the	the	DET
ispiv-160	104	4	case	case	NOUN
ispiv-160	104	5	of	of	ADP
ispiv-160	104	6	the	the	DET
ispiv-160	104	7	pinball	pinball	NOUN
ispiv-160	104	8	,	,	PUNCT
ispiv-160	104	9	for	for	ADP
ispiv-160	104	10	this	this	DET
ispiv-160	104	11	test	test	NOUN
ispiv-160	104	12	case	case	NOUN
ispiv-160	104	13	,	,	PUNCT
ispiv-160	104	14	upsampling	upsample	VERB
ispiv-160	104	15	factors	factor	NOUN
ispiv-160	104	16	up	up	ADP
ispiv-160	104	17	to	to	PART
ispiv-160	104	18	8	8	NUM
ispiv-160	104	19	have	have	AUX
ispiv-160	104	20	been	be	AUX
ispiv-160	104	21	tested	test	VERB
ispiv-160	104	22	.	.	PUNCT
ispiv-160	105	1	this	this	PRON
ispiv-160	105	2	corresponds	correspond	VERB
ispiv-160	105	3	to	to	ADP
ispiv-160	105	4	a	a	DET
ispiv-160	105	5	gappyness	gappyness	NOUN
ispiv-160	105	6	percentage	percentage	NOUN
ispiv-160	105	7	of	of	ADP
ispiv-160	105	8	approximately	approximately	ADV
ispiv-160	105	9	8%,47	8%,47	NUM
ispiv-160	105	10	%	%	NOUN
ispiv-160	105	11	for	for	ADP
ispiv-160	105	12	fu	fu	NOUN
ispiv-160	105	13	=	=	PUNCT
ispiv-160	105	14	4,8	4,8	NUM
ispiv-160	105	15	respectively	respectively	ADV
ispiv-160	105	16	,	,	PUNCT
ispiv-160	105	17	while	while	SCONJ
ispiv-160	105	18	for	for	ADP
ispiv-160	105	19	fu	fu	NOUN
ispiv-160	105	20	=	=	SYM
ispiv-160	105	21	2	2	NUM
ispiv-160	105	22	the	the	DET
ispiv-160	105	23	percentage	percentage	NOUN
ispiv-160	105	24	of	of	ADP
ispiv-160	105	25	gaps	gap	NOUN
ispiv-160	105	26	is	be	AUX
ispiv-160	105	27	negligible	negligible	ADJ
ispiv-160	105	28	.	.	PUNCT
ispiv-160	106	1	3.2	3.2	NUM
ispiv-160	106	2	results	result	NOUN
ispiv-160	106	3	for	for	ADP
ispiv-160	106	4	both	both	DET
ispiv-160	106	5	validation	validation	NOUN
ispiv-160	106	6	cases	case	NOUN
ispiv-160	106	7	,	,	PUNCT
ispiv-160	106	8	gan	gan	ADJ
ispiv-160	106	9	performance	performance	NOUN
ispiv-160	106	10	is	be	AUX
ispiv-160	106	11	assessed	assess	VERB
ispiv-160	106	12	in	in	ADP
ispiv-160	106	13	terms	term	NOUN
ispiv-160	106	14	of	of	ADP
ispiv-160	106	15	instantaneous	instantaneous	ADJ
ispiv-160	106	16	visualizations	visualization	NOUN
ispiv-160	106	17	of	of	ADP
ispiv-160	106	18	velocity	velocity	NOUN
ispiv-160	106	19	fields	field	NOUN
ispiv-160	106	20	.	.	PUNCT
ispiv-160	107	1	although	although	SCONJ
ispiv-160	107	2	complete	complete	ADJ
ispiv-160	107	3	high	high	ADJ
ispiv-160	107	4	-	-	PUNCT
ispiv-160	107	5	resolution	resolution	NOUN
ispiv-160	107	6	dns	dns	NOUN
ispiv-160	107	7	data	datum	NOUN
ispiv-160	107	8	is	be	AUX
ispiv-160	107	9	not	not	PART
ispiv-160	107	10	used	use	VERB
ispiv-160	107	11	during	during	ADP
ispiv-160	107	12	the	the	DET
ispiv-160	107	13	training	training	NOUN
ispiv-160	107	14	procedure	procedure	NOUN
ispiv-160	107	15	,	,	PUNCT
ispiv-160	107	16	it	it	PRON
ispiv-160	107	17	is	be	AUX
ispiv-160	107	18	shown	show	VERB
ispiv-160	107	19	for	for	ADP
ispiv-160	107	20	the	the	DET
ispiv-160	107	21	sake	sake	NOUN
ispiv-160	107	22	of	of	ADP
ispiv-160	107	23	comparison	comparison	NOUN
ispiv-160	107	24	.	.	PUNCT
ispiv-160	108	1	moreover	moreover	ADV
ispiv-160	108	2	,	,	PUNCT
ispiv-160	108	3	an	an	DET
ispiv-160	108	4	instantaneous	instantaneous	ADJ
ispiv-160	108	5	velocity	velocity	NOUN
ispiv-160	108	6	-	-	PUNCT
ispiv-160	108	7	based	base	VERB
ispiv-160	108	8	squared	square	VERB
ispiv-160	108	9	error	error	NOUN
ispiv-160	108	10	is	be	AUX
ispiv-160	108	11	computed	compute	VERB
ispiv-160	108	12	for	for	ADP
ispiv-160	108	13	the	the	DET
ispiv-160	108	14	gan	gan	PROPN
ispiv-160	108	15	predictions	prediction	NOUN
ispiv-160	108	16	with	with	ADP
ispiv-160	108	17	respect	respect	NOUN
ispiv-160	108	18	to	to	ADP
ispiv-160	108	19	the	the	DET
ispiv-160	108	20	dns	dns	NOUN
ispiv-160	108	21	data	datum	NOUN
ispiv-160	108	22	.	.	PUNCT
ispiv-160	109	1	it	it	PRON
ispiv-160	109	2	must	must	AUX
ispiv-160	109	3	be	be	AUX
ispiv-160	109	4	recalled	recall	VERB
ispiv-160	109	5	that	that	SCONJ
ispiv-160	109	6	this	this	DET
ispiv-160	109	7	error	error	NOUN
ispiv-160	109	8	is	be	AUX
ispiv-160	109	9	not	not	PART
ispiv-160	109	10	the	the	DET
ispiv-160	109	11	same	same	ADJ
ispiv-160	109	12	that	that	PRON
ispiv-160	109	13	has	have	AUX
ispiv-160	109	14	been	be	AUX
ispiv-160	109	15	used	use	VERB
ispiv-160	109	16	during	during	ADP
ispiv-160	109	17	the	the	DET
ispiv-160	109	18	training	training	NOUN
ispiv-160	109	19	,	,	PUNCT
ispiv-160	109	20	which	which	PRON
ispiv-160	109	21	was	be	AUX
ispiv-160	109	22	referenced	reference	VERB
ispiv-160	109	23	with	with	ADP
ispiv-160	109	24	respect	respect	NOUN
ispiv-160	109	25	to	to	ADP
ispiv-160	109	26	the	the	DET
ispiv-160	109	27	incomplete	incomplete	ADJ
ispiv-160	109	28	high	high	ADJ
ispiv-160	109	29	-	-	PUNCT
ispiv-160	109	30	resolution	resolution	NOUN
ispiv-160	109	31	ptv	ptv	NOUN
ispiv-160	109	32	data	datum	NOUN
ispiv-160	109	33	.	.	PUNCT
ispiv-160	110	1	figure	figure	NOUN
ispiv-160	110	2	2	2	NUM
ispiv-160	110	3	reports	report	VERB
ispiv-160	110	4	an	an	DET
ispiv-160	110	5	instantaneous	instantaneous	ADJ
ispiv-160	110	6	flow	flow	NOUN
ispiv-160	110	7	visualization	visualization	NOUN
ispiv-160	110	8	of	of	ADP
ispiv-160	110	9	the	the	DET
ispiv-160	110	10	fluidic	fluidic	ADJ
ispiv-160	110	11	pinball	pinball	NOUN
ispiv-160	110	12	case	case	NOUN
ispiv-160	110	13	with	with	ADP
ispiv-160	110	14	upsampling	upsample	VERB
ispiv-160	110	15	factor	factor	NOUN
ispiv-160	110	16	fu	fu	NOUN
ispiv-160	110	17	=	=	NOUN
ispiv-160	110	18	8	8	X
ispiv-160	110	19	.	.	PUNCT
ispiv-160	111	1	it	it	PRON
ispiv-160	111	2	can	can	AUX
ispiv-160	111	3	be	be	AUX
ispiv-160	111	4	observed	observe	VERB
ispiv-160	111	5	that	that	SCONJ
ispiv-160	111	6	in	in	ADP
ispiv-160	111	7	the	the	DET
ispiv-160	111	8	near	near	ADJ
ispiv-160	111	9	-	-	PUNCT
ispiv-160	111	10	cylinder	cylinder	NOUN
ispiv-160	111	11	region	region	NOUN
ispiv-160	111	12	the	the	DET
ispiv-160	111	13	gan	gan	PROPN
ispiv-160	111	14	performance	performance	NOUN
ispiv-160	111	15	allows	allow	VERB
ispiv-160	111	16	to	to	PART
ispiv-160	111	17	recover	recover	VERB
ispiv-160	111	18	most	most	ADJ
ispiv-160	111	19	of	of	ADP
ispiv-160	111	20	the	the	DET
ispiv-160	111	21	small	small	ADJ
ispiv-160	111	22	-	-	PUNCT
ispiv-160	111	23	scale	scale	NOUN
ispiv-160	111	24	details	detail	NOUN
ispiv-160	111	25	.	.	PUNCT
ispiv-160	112	1	for	for	ADP
ispiv-160	112	2	instance	instance	NOUN
ispiv-160	112	3	,	,	PUNCT
ispiv-160	112	4	the	the	DET
ispiv-160	112	5	vertical	vertical	ADJ
ispiv-160	112	6	-	-	PUNCT
ispiv-160	112	7	velocity	velocity	NOUN
ispiv-160	112	8	details	detail	NOUN
ispiv-160	112	9	in	in	ADP
ispiv-160	112	10	the	the	DET
ispiv-160	112	11	front	front	NOUN
ispiv-160	112	12	of	of	ADP
ispiv-160	112	13	the	the	DET
ispiv-160	112	14	cylinders	cylinder	NOUN
ispiv-160	112	15	are	be	AUX
ispiv-160	112	16	perfectly	perfectly	ADV
ispiv-160	112	17	recovered	recover	VERB
ispiv-160	112	18	,	,	PUNCT
ispiv-160	112	19	while	while	SCONJ
ispiv-160	112	20	this	this	DET
ispiv-160	112	21	information	information	NOUN
ispiv-160	112	22	was	be	AUX
ispiv-160	112	23	barely	barely	ADV
ispiv-160	112	24	seen	see	VERB
ispiv-160	112	25	in	in	ADP
ispiv-160	112	26	the	the	DET
ispiv-160	112	27	piv	piv	NOUN
ispiv-160	112	28	input	input	NOUN
ispiv-160	112	29	field	field	NOUN
ispiv-160	112	30	.	.	PUNCT
ispiv-160	113	1	similar	similar	ADJ
ispiv-160	113	2	performance	performance	NOUN
ispiv-160	113	3	is	be	AUX
ispiv-160	113	4	observed	observe	VERB
ispiv-160	113	5	in	in	ADP
ispiv-160	113	6	the	the	DET
ispiv-160	113	7	cylinder	cylinder	NOUN
ispiv-160	113	8	wake	wake	NOUN
ispiv-160	113	9	,	,	PUNCT
ispiv-160	113	10	where	where	SCONJ
ispiv-160	113	11	all	all	DET
ispiv-160	113	12	velocity	velocity	NOUN
ispiv-160	113	13	patterns	pattern	NOUN
ispiv-160	113	14	are	be	AUX
ispiv-160	113	15	recovered	recover	VERB
ispiv-160	113	16	.	.	PUNCT
ispiv-160	114	1	figure	figure	NOUN
ispiv-160	114	2	3	3	NUM
ispiv-160	114	3	shows	show	VERB
ispiv-160	114	4	the	the	DET
ispiv-160	114	5	same	same	ADJ
ispiv-160	114	6	instantaneous	instantaneous	ADJ
ispiv-160	114	7	velocity	velocity	NOUN
ispiv-160	114	8	visualization	visualization	NOUN
ispiv-160	114	9	for	for	ADP
ispiv-160	114	10	the	the	DET
ispiv-160	114	11	turbulent	turbulent	ADJ
ispiv-160	114	12	channel	channel	NOUN
ispiv-160	114	13	case	case	NOUN
ispiv-160	114	14	with	with	ADP
ispiv-160	114	15	upsampling	upsample	VERB
ispiv-160	114	16	factor	factor	NOUN
ispiv-160	114	17	fu	fu	NOUN
ispiv-160	114	18	=	=	NOUN
ispiv-160	114	19	8	8	X
ispiv-160	114	20	.	.	PUNCT
ispiv-160	115	1	for	for	ADP
ispiv-160	115	2	this	this	DET
ispiv-160	115	3	case	case	NOUN
ispiv-160	115	4	,	,	PUNCT
ispiv-160	115	5	gan	gan	PROPN
ispiv-160	115	6	improves	improve	VERB
ispiv-160	115	7	the	the	DET
ispiv-160	115	8	small	small	ADJ
ispiv-160	115	9	-	-	PUNCT
ispiv-160	115	10	scale	scale	NOUN
ispiv-160	115	11	details	detail	NOUN
ispiv-160	115	12	with	with	ADP
ispiv-160	115	13	respect	respect	NOUN
ispiv-160	115	14	to	to	ADP
ispiv-160	115	15	the	the	DET
ispiv-160	115	16	piv	piv	NOUN
ispiv-160	115	17	input	input	NOUN
ispiv-160	115	18	.	.	PUNCT
ispiv-160	116	1	it	it	PRON
ispiv-160	116	2	is	be	AUX
ispiv-160	116	3	remarkable	remarkable	ADJ
ispiv-160	116	4	the	the	DET
ispiv-160	116	5	recovery	recovery	NOUN
ispiv-160	116	6	of	of	ADP
ispiv-160	116	7	wall	wall	NOUN
ispiv-160	116	8	-	-	PUNCT
ispiv-160	116	9	attached	attach	VERB
ispiv-160	116	10	vertical	vertical	ADJ
ispiv-160	116	11	velocity	velocity	NOUN
ispiv-160	116	12	fluctuations	fluctuation	NOUN
ispiv-160	116	13	in	in	ADP
ispiv-160	116	14	the	the	DET
ispiv-160	116	15	near	near	ADJ
ispiv-160	116	16	-	-	PUNCT
ispiv-160	116	17	wall	wall	NOUN
ispiv-160	116	18	region	region	NOUN
ispiv-160	116	19	.	.	PUNCT
ispiv-160	117	1	nonetheless	nonetheless	ADV
ispiv-160	117	2	,	,	PUNCT
ispiv-160	117	3	the	the	DET
ispiv-160	117	4	comparison	comparison	NOUN
ispiv-160	117	5	between	between	ADP
ispiv-160	117	6	gan	gan	PROPN
ispiv-160	117	7	prediction	prediction	NOUN
ispiv-160	117	8	and	and	CCONJ
ispiv-160	117	9	dns	dns	NOUN
ispiv-160	117	10	reference	reference	NOUN
ispiv-160	117	11	shows	show	VERB
ispiv-160	117	12	that	that	SCONJ
ispiv-160	117	13	the	the	DET
ispiv-160	117	14	smallest	small	ADJ
ispiv-160	117	15	-	-	PUNCT
ispiv-160	117	16	scale	scale	NOUN
ispiv-160	117	17	details	detail	NOUN
ispiv-160	117	18	are	be	AUX
ispiv-160	117	19	not	not	PART
ispiv-160	117	20	perfectly	perfectly	ADV
ispiv-160	117	21	recovered	recover	VERB
ispiv-160	117	22	.	.	PUNCT
ispiv-160	118	1	the	the	DET
ispiv-160	118	2	instantaneous	instantaneous	ADJ
ispiv-160	118	3	squared	square	VERB
ispiv-160	118	4	error	error	NOUN
ispiv-160	118	5	for	for	ADP
ispiv-160	118	6	the	the	DET
ispiv-160	118	7	fluidic	fluidic	ADJ
ispiv-160	118	8	pinball	pinball	NOUN
ispiv-160	118	9	case	case	NOUN
ispiv-160	118	10	is	be	AUX
ispiv-160	118	11	reported	report	VERB
ispiv-160	118	12	in	in	ADP
ispiv-160	118	13	fig	fig	NOUN
ispiv-160	118	14	.	.	PUNCT
ispiv-160	119	1	4	4	X
ispiv-160	119	2	.	.	X
ispiv-160	119	3	the	the	DET
ispiv-160	119	4	error	error	NOUN
ispiv-160	119	5	is	be	AUX
ispiv-160	119	6	normalized	normalize	VERB
ispiv-160	119	7	with	with	ADP
ispiv-160	119	8	the	the	DET
ispiv-160	119	9	bulk	bulk	ADJ
ispiv-160	119	10	displacement	displacement	NOUN
ispiv-160	119	11	(	(	PUNCT
ispiv-160	119	12	in	in	ADP
ispiv-160	119	13	this	this	DET
ispiv-160	119	14	case	case	NOUN
ispiv-160	119	15	set	set	VERB
ispiv-160	119	16	equal	equal	ADJ
ispiv-160	119	17	to	to	ADP
ispiv-160	119	18	1	1	NUM
ispiv-160	119	19	)	)	PUNCT
ispiv-160	119	20	.	.	PUNCT
ispiv-160	120	1	together	together	ADV
ispiv-160	120	2	with	with	ADP
ispiv-160	120	3	the	the	DET
ispiv-160	120	4	error	error	NOUN
ispiv-160	120	5	for	for	ADP
ispiv-160	120	6	upsampling	upsample	VERB
ispiv-160	120	7	factors	factor	NOUN
ispiv-160	120	8	fu	fu	NOUN
ispiv-160	120	9	=	=	PUNCT
ispiv-160	121	1	[	[	X
ispiv-160	121	2	2,4,8	2,4,8	NUM
ispiv-160	121	3	]	]	PUNCT
ispiv-160	121	4	,	,	PUNCT
ispiv-160	121	5	the	the	DET
ispiv-160	121	6	original	original	ADJ
ispiv-160	121	7	piv	piv	NOUN
ispiv-160	121	8	error	error	NOUN
ispiv-160	121	9	is	be	AUX
ispiv-160	121	10	reported	report	VERB
ispiv-160	121	11	with	with	ADP
ispiv-160	121	12	respect	respect	NOUN
ispiv-160	121	13	to	to	ADP
ispiv-160	121	14	the	the	DET
ispiv-160	121	15	dns	dns	NOUN
ispiv-160	121	16	reference	reference	NOUN
ispiv-160	121	17	.	.	PUNCT
ispiv-160	122	1	it	it	PRON
ispiv-160	122	2	is	be	AUX
ispiv-160	122	3	shown	show	VERB
ispiv-160	122	4	that	that	SCONJ
ispiv-160	122	5	the	the	DET
ispiv-160	122	6	piv	piv	NOUN
ispiv-160	122	7	error	error	NOUN
ispiv-160	122	8	is	be	AUX
ispiv-160	122	9	significantly	significantly	ADV
ispiv-160	122	10	larger	large	ADJ
ispiv-160	122	11	than	than	ADP
ispiv-160	122	12	in	in	ADP
ispiv-160	122	13	any	any	PRON
ispiv-160	122	14	of	of	ADP
ispiv-160	122	15	the	the	DET
ispiv-160	122	16	gan	gan	PROPN
ispiv-160	122	17	predictions	prediction	NOUN
ispiv-160	122	18	,	,	PUNCT
ispiv-160	122	19	thus	thus	ADV
ispiv-160	122	20	proving	prove	VERB
ispiv-160	122	21	that	that	SCONJ
ispiv-160	122	22	the	the	DET
ispiv-160	122	23	proposed	propose	VERB
ispiv-160	122	24	methodology	methodology	NOUN
ispiv-160	122	25	is	be	AUX
ispiv-160	122	26	providing	provide	VERB
ispiv-160	122	27	a	a	DET
ispiv-160	122	28	resolution	resolution	NOUN
ispiv-160	122	29	improvement	improvement	NOUN
ispiv-160	122	30	.	.	PUNCT
ispiv-160	123	1	this	this	DET
ispiv-160	123	2	error	error	NOUN
ispiv-160	123	3	is	be	AUX
ispiv-160	123	4	more	more	ADV
ispiv-160	123	5	significant	significant	ADJ
ispiv-160	123	6	in	in	ADP
ispiv-160	123	7	the	the	DET
ispiv-160	123	8	near	near	ADJ
ispiv-160	123	9	-	-	PUNCT
ispiv-160	123	10	cylinder	cylinder	NOUN
ispiv-160	123	11	region	region	NOUN
ispiv-160	123	12	,	,	PUNCT
ispiv-160	123	13	where	where	SCONJ
ispiv-160	123	14	the	the	DET
ispiv-160	123	15	velocity	velocity	NOUN
ispiv-160	123	16	shear	shear	NOUN
ispiv-160	123	17	rate	rate	NOUN
ispiv-160	123	18	is	be	AUX
ispiv-160	123	19	larger	large	ADJ
ispiv-160	123	20	,	,	PUNCT
ispiv-160	123	21	and	and	CCONJ
ispiv-160	123	22	the	the	DET
ispiv-160	123	23	small	small	ADJ
ispiv-160	123	24	spatial	spatial	ADJ
ispiv-160	123	25	wavelenght	wavelenght	NOUN
ispiv-160	123	26	of	of	ADP
ispiv-160	123	27	the	the	DET
ispiv-160	123	28	shear	shear	NOUN
ispiv-160	123	29	layers	layer	NOUN
ispiv-160	123	30	released	release	VERB
ispiv-160	123	31	by	by	ADP
ispiv-160	123	32	the	the	DET
ispiv-160	123	33	cylinders	cylinder	NOUN
ispiv-160	123	34	can	can	AUX
ispiv-160	123	35	not	not	PART
ispiv-160	123	36	be	be	AUX
ispiv-160	123	37	capture	capture	NOUN
ispiv-160	123	38	with	with	ADP
ispiv-160	123	39	the	the	DET
ispiv-160	123	40	resolution	resolution	NOUN
ispiv-160	123	41	of	of	ADP
ispiv-160	123	42	the	the	DET
ispiv-160	123	43	original	original	ADJ
ispiv-160	123	44	piv	piv	NOUN
ispiv-160	123	45	analysis	analysis	NOUN
ispiv-160	123	46	.	.	PUNCT
ispiv-160	124	1	for	for	ADP
ispiv-160	124	2	the	the	DET
ispiv-160	124	3	gan	gan	NOUN
ispiv-160	124	4	,	,	PUNCT
ispiv-160	124	5	it	it	PRON
ispiv-160	124	6	is	be	AUX
ispiv-160	124	7	observed	observe	VERB
ispiv-160	124	8	that	that	SCONJ
ispiv-160	124	9	a	a	DET
ispiv-160	124	10	fu	fu	NOUN
ispiv-160	124	11	=	=	SYM
ispiv-160	124	12	2	2	NUM
ispiv-160	124	13	is	be	AUX
ispiv-160	124	14	already	already	ADV
ispiv-160	124	15	sufficient	sufficient	ADJ
ispiv-160	124	16	to	to	PART
ispiv-160	124	17	recover	recover	VERB
ispiv-160	124	18	with	with	ADP
ispiv-160	124	19	very	very	ADV
ispiv-160	124	20	high	high	ADJ
ispiv-160	124	21	accuracy	accuracy	NOUN
ispiv-160	124	22	the	the	DET
ispiv-160	124	23	fluctuations	fluctuation	NOUN
ispiv-160	124	24	in	in	ADP
ispiv-160	124	25	the	the	DET
ispiv-160	124	26	developed	develop	VERB
ispiv-160	124	27	wake	wake	NOUN
ispiv-160	124	28	.	.	PUNCT
ispiv-160	125	1	however	however	ADV
ispiv-160	125	2	,	,	PUNCT
ispiv-160	125	3	small	small	ADJ
ispiv-160	125	4	scale	scale	NOUN
ispiv-160	125	5	details	detail	NOUN
ispiv-160	125	6	in	in	ADP
ispiv-160	125	7	the	the	DET
ispiv-160	125	8	near	near	ADJ
ispiv-160	125	9	wake	wake	NOUN
ispiv-160	125	10	are	be	AUX
ispiv-160	125	11	still	still	ADV
ispiv-160	125	12	missed	miss	VERB
ispiv-160	125	13	.	.	PUNCT
ispiv-160	126	1	with	with	ADP
ispiv-160	126	2	increasing	increase	VERB
ispiv-160	126	3	upsampling	upsampling	NOUN
ispiv-160	126	4	,	,	PUNCT
ispiv-160	126	5	the	the	DET
ispiv-160	126	6	gan	gan	NOUN
ispiv-160	126	7	progressively	progressively	ADV
ispiv-160	126	8	recovers	recover	VERB
ispiv-160	126	9	also	also	ADV
ispiv-160	126	10	such	such	ADJ
ispiv-160	126	11	details	detail	NOUN
ispiv-160	126	12	,	,	PUNCT
ispiv-160	126	13	without	without	ADP
ispiv-160	126	14	suffering	suffer	VERB
ispiv-160	126	15	for	for	ADP
ispiv-160	126	16	quality	quality	NOUN
ispiv-160	126	17	reduction	reduction	NOUN
ispiv-160	126	18	due	due	ADP
ispiv-160	126	19	to	to	ADP
ispiv-160	126	20	the	the	DET
ispiv-160	126	21	high	high	ADJ
ispiv-160	126	22	level	level	NOUN
ispiv-160	126	23	of	of	ADP
ispiv-160	126	24	gappyness	gappyness	NOUN
ispiv-160	126	25	of	of	ADP
ispiv-160	126	26	the	the	DET
ispiv-160	126	27	0	0	NUM
ispiv-160	126	28	1	1	NUM
ispiv-160	126	29	y	y	PROPN
ispiv-160	126	30	/	/	SYM
ispiv-160	126	31	h	h	NOUN
ispiv-160	126	32	0	0	NUM
ispiv-160	126	33	1	1	NUM
ispiv-160	126	34	2	2	NUM
ispiv-160	126	35	x	x	NOUN
ispiv-160	126	36	/	/	SYM
ispiv-160	126	37	h	h	NOUN
ispiv-160	126	38	0	0	NUM
ispiv-160	126	39	1	1	NUM
ispiv-160	126	40	y	y	PROPN
ispiv-160	126	41	/	/	SYM
ispiv-160	126	42	h	h	NOUN
ispiv-160	126	43	0	0	NUM
ispiv-160	126	44	1	1	NUM
ispiv-160	126	45	2	2	NUM
ispiv-160	126	46	x	x	NOUN
ispiv-160	126	47	/	/	SYM
ispiv-160	126	48	h	h	NOUN
ispiv-160	126	49	0	0	NUM
ispiv-160	126	50	1	1	NUM
ispiv-160	126	51	2	2	NUM
ispiv-160	126	52	x	x	NOUN
ispiv-160	126	53	/	/	SYM
ispiv-160	126	54	h	h	NOUN
ispiv-160	126	55	0	0	NUM
ispiv-160	126	56	1	1	NUM
ispiv-160	126	57	2	2	NUM
ispiv-160	126	58	x	x	NOUN
ispiv-160	126	59	/	/	SYM
ispiv-160	126	60	h	h	NOUN
ispiv-160	126	61	0.4	0.4	NUM
ispiv-160	126	62	0.8	0.8	NUM
ispiv-160	126	63	1.2	1.2	NUM
ispiv-160	126	64	−0.1	−0.1	PROPN
ispiv-160	126	65	0.0	0.0	NUM
ispiv-160	126	66	0.1	0.1	NUM
ispiv-160	126	67	figure	figure	NOUN
ispiv-160	126	68	3	3	NUM
ispiv-160	126	69	:	:	PUNCT
ispiv-160	126	70	contour	contour	NOUN
ispiv-160	126	71	maps	map	NOUN
ispiv-160	126	72	of	of	ADP
ispiv-160	126	73	instantaneous	instantaneous	ADJ
ispiv-160	126	74	velocities	velocity	NOUN
ispiv-160	126	75	for	for	ADP
ispiv-160	126	76	turbulent	turbulent	ADJ
ispiv-160	126	77	channel	channel	NOUN
ispiv-160	126	78	case	case	NOUN
ispiv-160	126	79	with	with	ADP
ispiv-160	126	80	upsampling	upsample	VERB
ispiv-160	126	81	factor	factor	NOUN
ispiv-160	126	82	fu	fu	NOUN
ispiv-160	126	83	=	=	NOUN
ispiv-160	126	84	8	8	X
ispiv-160	126	85	.	.	NOUN
ispiv-160	127	1	top	top	ADJ
ispiv-160	127	2	and	and	CCONJ
ispiv-160	127	3	bottom	bottom	NOUN
ispiv-160	127	4	row	row	NOUN
ispiv-160	127	5	denote	denote	NOUN
ispiv-160	127	6	horizontal	horizontal	ADJ
ispiv-160	127	7	and	and	CCONJ
ispiv-160	127	8	vertical	vertical	ADJ
ispiv-160	127	9	velocity	velocity	NOUN
ispiv-160	127	10	components	component	NOUN
ispiv-160	127	11	respectively	respectively	ADV
ispiv-160	127	12	.	.	PUNCT
ispiv-160	128	1	from	from	ADP
ispiv-160	128	2	left	left	ADJ
ispiv-160	128	3	to	to	ADP
ispiv-160	128	4	right	right	NOUN
ispiv-160	128	5	,	,	PUNCT
ispiv-160	128	6	columns	column	NOUN
ispiv-160	128	7	refers	refer	VERB
ispiv-160	128	8	to	to	ADP
ispiv-160	128	9	piv	piv	NOUN
ispiv-160	128	10	,	,	PUNCT
ispiv-160	128	11	binned	bin	VERB
ispiv-160	128	12	ptv	ptv	PROPN
ispiv-160	128	13	,	,	PUNCT
ispiv-160	128	14	gan	gan	ADJ
ispiv-160	128	15	prediction	prediction	NOUN
ispiv-160	128	16	and	and	CCONJ
ispiv-160	128	17	dns	dns	NOUN
ispiv-160	128	18	reference	reference	NOUN
ispiv-160	128	19	field	field	NOUN
ispiv-160	128	20	.	.	PUNCT
ispiv-160	129	1	−4	−4	X
ispiv-160	130	1	0	0	NUM
ispiv-160	130	2	4	4	NUM
ispiv-160	130	3	y	y	PROPN
ispiv-160	130	4	/	/	SYM
ispiv-160	130	5	d	d	PROPN
ispiv-160	130	6	piv	piv	NOUN
ispiv-160	130	7	fu	fu	NOUN
ispiv-160	130	8	=	=	SYM
ispiv-160	130	9	2	2	NUM
ispiv-160	130	10	fu	fu	NOUN
ispiv-160	130	11	=	=	SYM
ispiv-160	130	12	4	4	NUM
ispiv-160	130	13	fu	fu	NOUN
ispiv-160	130	14	=	=	NOUN
ispiv-160	130	15	8	8	NUM
ispiv-160	130	16	−5	−5	NOUN
ispiv-160	130	17	0	0	NUM
ispiv-160	130	18	5	5	NUM
ispiv-160	130	19	10	10	NUM
ispiv-160	130	20	15	15	NUM
ispiv-160	130	21	x	x	NOUN
ispiv-160	130	22	/	/	SYM
ispiv-160	130	23	d	d	NOUN
ispiv-160	130	24	−4	−4	X
ispiv-160	130	25	0	0	NUM
ispiv-160	130	26	4	4	NUM
ispiv-160	131	1	y	y	PROPN
ispiv-160	131	2	/	/	SYM
ispiv-160	131	3	d	d	NOUN
ispiv-160	131	4	−5	−5	NOUN
ispiv-160	131	5	0	0	NUM
ispiv-160	131	6	5	5	NUM
ispiv-160	131	7	10	10	NUM
ispiv-160	131	8	15	15	NUM
ispiv-160	131	9	x	x	NOUN
ispiv-160	131	10	/	/	SYM
ispiv-160	131	11	d	d	NOUN
ispiv-160	131	12	−5	−5	NOUN
ispiv-160	131	13	0	0	NUM
ispiv-160	131	14	5	5	NUM
ispiv-160	131	15	10	10	NUM
ispiv-160	131	16	15	15	NUM
ispiv-160	131	17	x	x	NOUN
ispiv-160	131	18	/	/	SYM
ispiv-160	131	19	d	d	NOUN
ispiv-160	131	20	−5	−5	NOUN
ispiv-160	131	21	0	0	NUM
ispiv-160	131	22	5	5	NUM
ispiv-160	131	23	10	10	NUM
ispiv-160	131	24	15	15	NUM
ispiv-160	131	25	x	x	NOUN
ispiv-160	131	26	/	/	SYM
ispiv-160	131	27	d	d	NOUN
ispiv-160	131	28	0.00	0.00	NUM
ispiv-160	131	29	0.01	0.01	NUM
ispiv-160	131	30	0.00	0.00	NUM
ispiv-160	131	31	0.01	0.01	NUM
ispiv-160	131	32	figure	figure	NOUN
ispiv-160	131	33	4	4	NUM
ispiv-160	131	34	:	:	PUNCT
ispiv-160	131	35	contour	contour	NOUN
ispiv-160	131	36	maps	map	NOUN
ispiv-160	131	37	of	of	ADP
ispiv-160	131	38	instantaneous	instantaneous	ADJ
ispiv-160	131	39	error	error	NOUN
ispiv-160	131	40	,	,	PUNCT
ispiv-160	131	41	defined	define	VERB
ispiv-160	131	42	as	as	ADP
ispiv-160	131	43	the	the	DET
ispiv-160	131	44	squared	square	VERB
ispiv-160	131	45	difference	difference	NOUN
ispiv-160	131	46	between	between	ADP
ispiv-160	131	47	the	the	DET
ispiv-160	131	48	dns	dns	NOUN
ispiv-160	131	49	reference	reference	NOUN
ispiv-160	131	50	and	and	CCONJ
ispiv-160	131	51	piv	piv	NOUN
ispiv-160	131	52	/	/	SYM
ispiv-160	131	53	gan	gan	PROPN
ispiv-160	131	54	prediction	prediction	NOUN
ispiv-160	131	55	,	,	PUNCT
ispiv-160	131	56	for	for	ADP
ispiv-160	131	57	fluidic	fluidic	ADJ
ispiv-160	131	58	pinball	pinball	NOUN
ispiv-160	131	59	case	case	NOUN
ispiv-160	131	60	.	.	PUNCT
ispiv-160	132	1	top	top	ADJ
ispiv-160	132	2	and	and	CCONJ
ispiv-160	132	3	bottom	bottom	NOUN
ispiv-160	132	4	row	row	NOUN
ispiv-160	132	5	denote	denote	NOUN
ispiv-160	132	6	horizontal	horizontal	ADJ
ispiv-160	132	7	and	and	CCONJ
ispiv-160	132	8	vertical	vertical	ADJ
ispiv-160	132	9	velocity	velocity	NOUN
ispiv-160	132	10	components	component	NOUN
ispiv-160	132	11	respectively	respectively	ADV
ispiv-160	132	12	.	.	PUNCT
ispiv-160	133	1	from	from	ADP
ispiv-160	133	2	left	left	ADJ
ispiv-160	133	3	to	to	ADP
ispiv-160	133	4	right	right	NOUN
ispiv-160	133	5	,	,	PUNCT
ispiv-160	133	6	columns	column	NOUN
ispiv-160	133	7	refers	refer	VERB
ispiv-160	133	8	to	to	ADP
ispiv-160	133	9	piv	piv	NOUN
ispiv-160	133	10	,	,	PUNCT
ispiv-160	133	11	and	and	CCONJ
ispiv-160	133	12	predictions	prediction	NOUN
ispiv-160	133	13	with	with	ADP
ispiv-160	133	14	fu	fu	NOUN
ispiv-160	133	15	=	=	PUNCT
ispiv-160	134	1	[	[	X
ispiv-160	134	2	2,4,8	2,4,8	NUM
ispiv-160	134	3	]	]	PUNCT
ispiv-160	134	4	.	.	PUNCT
ispiv-160	135	1	binned	bin	VERB
ispiv-160	135	2	ptv	ptv	PROPN
ispiv-160	135	3	distributions	distribution	NOUN
ispiv-160	135	4	used	use	VERB
ispiv-160	135	5	for	for	ADP
ispiv-160	135	6	training	training	NOUN
ispiv-160	135	7	.	.	PUNCT
ispiv-160	136	1	for	for	ADP
ispiv-160	136	2	the	the	DET
ispiv-160	136	3	turbulent	turbulent	ADJ
ispiv-160	136	4	channel	channel	NOUN
ispiv-160	136	5	flow	flow	NOUN
ispiv-160	136	6	case	case	NOUN
ispiv-160	136	7	,	,	PUNCT
ispiv-160	136	8	the	the	DET
ispiv-160	136	9	instantaneous	instantaneous	ADJ
ispiv-160	136	10	squared	squared	ADJ
ispiv-160	136	11	error	error	NOUN
ispiv-160	136	12	is	be	AUX
ispiv-160	136	13	shown	show	VERB
ispiv-160	136	14	in	in	ADP
ispiv-160	136	15	fig	fig	NOUN
ispiv-160	136	16	.	.	PUNCT
ispiv-160	137	1	5	5	NUM
ispiv-160	137	2	.	.	X
ispiv-160	137	3	for	for	ADP
ispiv-160	137	4	this	this	DET
ispiv-160	137	5	case	case	NOUN
ispiv-160	137	6	,	,	PUNCT
ispiv-160	137	7	the	the	DET
ispiv-160	137	8	larger	large	ADJ
ispiv-160	137	9	error	error	NOUN
ispiv-160	137	10	values	value	NOUN
ispiv-160	137	11	are	be	AUX
ispiv-160	137	12	bounded	bound	VERB
ispiv-160	137	13	in	in	ADP
ispiv-160	137	14	the	the	DET
ispiv-160	137	15	near	near	ADJ
ispiv-160	137	16	-	-	PUNCT
ispiv-160	137	17	wall	wall	NOUN
ispiv-160	137	18	and	and	CCONJ
ispiv-160	137	19	logarithmic	logarithmic	ADJ
ispiv-160	137	20	regions	region	NOUN
ispiv-160	137	21	.	.	PUNCT
ispiv-160	138	1	it	it	PRON
ispiv-160	138	2	is	be	AUX
ispiv-160	138	3	observed	observe	VERB
ispiv-160	138	4	a	a	DET
ispiv-160	138	5	clear	clear	ADJ
ispiv-160	138	6	error	error	NOUN
ispiv-160	138	7	reduction	reduction	NOUN
ispiv-160	138	8	between	between	ADP
ispiv-160	138	9	fu	fu	NOUN
ispiv-160	138	10	=	=	SYM
ispiv-160	138	11	4	4	NUM
ispiv-160	138	12	and	and	CCONJ
ispiv-160	138	13	fu	fu	NOUN
ispiv-160	138	14	=	=	NOUN
ispiv-160	138	15	2	2	NUM
ispiv-160	138	16	with	with	ADP
ispiv-160	138	17	respect	respect	NOUN
ispiv-160	138	18	to	to	ADP
ispiv-160	138	19	the	the	DET
ispiv-160	138	20	original	original	ADJ
ispiv-160	138	21	piv	piv	NOUN
ispiv-160	138	22	fields	field	NOUN
ispiv-160	138	23	.	.	PUNCT
ispiv-160	139	1	this	this	PRON
ispiv-160	139	2	was	be	AUX
ispiv-160	139	3	expectable	expectable	ADJ
ispiv-160	139	4	,	,	PUNCT
ispiv-160	139	5	due	due	ADP
ispiv-160	139	6	to	to	ADP
ispiv-160	139	7	the	the	DET
ispiv-160	139	8	artificially	artificially	ADV
ispiv-160	139	9	large	large	ADJ
ispiv-160	139	10	interrogation	interrogation	NOUN
ispiv-160	139	11	window	window	NOUN
ispiv-160	139	12	used	use	VERB
ispiv-160	139	13	for	for	ADP
ispiv-160	139	14	piv	piv	NOUN
ispiv-160	139	15	.	.	PUNCT
ispiv-160	140	1	however	however	ADV
ispiv-160	140	2	,	,	PUNCT
ispiv-160	140	3	there	there	PRON
ispiv-160	140	4	is	be	VERB
ispiv-160	140	5	not	not	PART
ispiv-160	140	6	a	a	DET
ispiv-160	140	7	clear	clear	ADJ
ispiv-160	140	8	improvement	improvement	NOUN
ispiv-160	140	9	for	for	ADP
ispiv-160	140	10	case	case	NOUN
ispiv-160	140	11	fu	fu	NOUN
ispiv-160	140	12	=	=	NOUN
ispiv-160	140	13	8	8	NUM
ispiv-160	140	14	with	with	ADP
ispiv-160	140	15	respect	respect	NOUN
ispiv-160	140	16	to	to	ADP
ispiv-160	140	17	fu	fu	NOUN
ispiv-160	140	18	=	=	SYM
ispiv-160	140	19	4	4	NUM
ispiv-160	140	20	,	,	PUNCT
ispiv-160	140	21	which	which	PRON
ispiv-160	140	22	confirms	confirm	VERB
ispiv-160	140	23	the	the	DET
ispiv-160	140	24	visual	visual	ADJ
ispiv-160	140	25	inspection	inspection	NOUN
ispiv-160	140	26	of	of	ADP
ispiv-160	140	27	fig	fig	NOUN
ispiv-160	140	28	.	.	PUNCT
ispiv-160	141	1	5	5	NUM
ispiv-160	141	2	.	.	X
ispiv-160	141	3	with	with	ADP
ispiv-160	141	4	respect	respect	NOUN
ispiv-160	141	5	to	to	ADP
ispiv-160	141	6	the	the	DET
ispiv-160	141	7	difference	difference	NOUN
ispiv-160	141	8	between	between	ADP
ispiv-160	141	9	wall	wall	NOUN
ispiv-160	141	10	-	-	PUNCT
ispiv-160	141	11	normal	normal	ADJ
ispiv-160	141	12	and	and	CCONJ
ispiv-160	141	13	streamwise	streamwise	VERB
ispiv-160	141	14	velocity	velocity	NOUN
ispiv-160	141	15	components	component	NOUN
ispiv-160	141	16	,	,	PUNCT
ispiv-160	141	17	it	it	PRON
ispiv-160	141	18	seems	seem	VERB
ispiv-160	141	19	that	that	SCONJ
ispiv-160	141	20	the	the	DET
ispiv-160	141	21	latter	latter	ADJ
ispiv-160	141	22	suffers	suffer	VERB
ispiv-160	141	23	from	from	ADP
ispiv-160	141	24	larger	large	ADJ
ispiv-160	141	25	errors	error	NOUN
ispiv-160	141	26	.	.	PUNCT
ispiv-160	142	1	however	however	ADV
ispiv-160	142	2	,	,	PUNCT
ispiv-160	142	3	this	this	DET
ispiv-160	142	4	worse	bad	ADJ
ispiv-160	142	5	performance	performance	NOUN
ispiv-160	142	6	can	can	AUX
ispiv-160	142	7	be	be	AUX
ispiv-160	142	8	ascribed	ascribe	VERB
ispiv-160	142	9	to	to	ADP
ispiv-160	142	10	the	the	DET
ispiv-160	142	11	normalization	normalization	NOUN
ispiv-160	142	12	of	of	ADP
ispiv-160	142	13	the	the	DET
ispiv-160	142	14	data	datum	NOUN
ispiv-160	142	15	,	,	PUNCT
ispiv-160	142	16	since	since	SCONJ
ispiv-160	142	17	the	the	DET
ispiv-160	142	18	wavelength	wavelength	NOUN
ispiv-160	142	19	range	range	NOUN
ispiv-160	142	20	present	present	ADJ
ispiv-160	142	21	in	in	ADP
ispiv-160	142	22	wall	wall	NOUN
ispiv-160	142	23	-	-	PUNCT
ispiv-160	142	24	normal	normal	ADJ
ispiv-160	142	25	velocities	velocity	NOUN
ispiv-160	142	26	is	be	AUX
ispiv-160	142	27	smaller	small	ADJ
ispiv-160	142	28	.	.	PUNCT
ispiv-160	143	1	in	in	ADP
ispiv-160	143	2	any	any	DET
ispiv-160	143	3	case	case	NOUN
ispiv-160	143	4	,	,	PUNCT
ispiv-160	143	5	the	the	DET
ispiv-160	143	6	comparison	comparison	NOUN
ispiv-160	143	7	between	between	ADP
ispiv-160	143	8	the	the	DET
ispiv-160	143	9	instantaneous	instantaneous	ADJ
ispiv-160	143	10	error	error	NOUN
ispiv-160	143	11	and	and	CCONJ
ispiv-160	143	12	velocity	velocity	NOUN
ispiv-160	143	13	fields	field	NOUN
ispiv-160	143	14	shown	show	VERB
ispiv-160	143	15	in	in	ADP
ispiv-160	143	16	fig	fig	NOUN
ispiv-160	143	17	.	.	PUNCT
ispiv-160	144	1	3	3	NUM
ispiv-160	144	2	indicates	indicate	VERB
ispiv-160	144	3	that	that	SCONJ
ispiv-160	144	4	the	the	DET
ispiv-160	144	5	error	error	NOUN
ispiv-160	144	6	is	be	AUX
ispiv-160	144	7	located	locate	VERB
ispiv-160	144	8	in	in	ADP
ispiv-160	144	9	regions	region	NOUN
ispiv-160	144	10	with	with	ADP
ispiv-160	144	11	high	high	ADJ
ispiv-160	144	12	velocity	velocity	NOUN
ispiv-160	144	13	shear	shear	NOUN
ispiv-160	144	14	,	,	PUNCT
ispiv-160	144	15	which	which	PRON
ispiv-160	144	16	points	point	VERB
ispiv-160	144	17	out	out	ADP
ispiv-160	144	18	the	the	DET
ispiv-160	144	19	interface	interface	NOUN
ispiv-160	144	20	between	between	ADP
ispiv-160	144	21	highand	highand	ADJ
ispiv-160	144	22	low	low	ADJ
ispiv-160	144	23	-	-	PUNCT
ispiv-160	144	24	momentum	momentum	NOUN
ispiv-160	144	25	regions	region	NOUN
ispiv-160	144	26	.	.	PUNCT
ispiv-160	145	1	4	4	NUM
ispiv-160	145	2	conclusions	conclusion	NOUN
ispiv-160	145	3	a	a	DET
ispiv-160	145	4	novel	novel	ADJ
ispiv-160	145	5	method	method	NOUN
ispiv-160	145	6	to	to	PART
ispiv-160	145	7	enhance	enhance	VERB
ispiv-160	145	8	the	the	DET
ispiv-160	145	9	resolution	resolution	NOUN
ispiv-160	145	10	of	of	ADP
ispiv-160	145	11	piv	piv	NOUN
ispiv-160	145	12	snapshots	snapshot	NOUN
ispiv-160	145	13	based	base	VERB
ispiv-160	145	14	on	on	ADP
ispiv-160	145	15	sparse	sparse	ADJ
ispiv-160	145	16	particle	particle	NOUN
ispiv-160	145	17	-	-	PUNCT
ispiv-160	145	18	based	base	VERB
ispiv-160	145	19	measurements	measurement	NOUN
ispiv-160	145	20	has	have	AUX
ispiv-160	145	21	been	be	AUX
ispiv-160	145	22	proposed	propose	VERB
ispiv-160	145	23	.	.	PUNCT
ispiv-160	146	1	the	the	DET
ispiv-160	146	2	working	work	VERB
ispiv-160	146	3	principle	principle	NOUN
ispiv-160	146	4	is	be	AUX
ispiv-160	146	5	based	base	VERB
ispiv-160	146	6	on	on	ADP
ispiv-160	146	7	exploiting	exploit	VERB
ispiv-160	146	8	the	the	DET
ispiv-160	146	9	ability	ability	NOUN
ispiv-160	146	10	to	to	PART
ispiv-160	146	11	retrieve	retrieve	VERB
ispiv-160	146	12	information	information	NOUN
ispiv-160	146	13	of	of	ADP
ispiv-160	146	14	the	the	DET
ispiv-160	146	15	generative	generative	ADJ
ispiv-160	146	16	adversarial	adversarial	ADJ
ispiv-160	146	17	networks	network	NOUN
ispiv-160	146	18	.	.	PUNCT
ispiv-160	147	1	pairs	pair	NOUN
ispiv-160	147	2	of	of	ADP
ispiv-160	147	3	standard	standard	ADJ
ispiv-160	147	4	“	"	PUNCT
ispiv-160	147	5	low	low	ADJ
ispiv-160	147	6	-	-	PUNCT
ispiv-160	147	7	resolution	resolution	NOUN
ispiv-160	147	8	”	"	PUNCT
ispiv-160	147	9	piv	piv	NOUN
ispiv-160	147	10	and	and	CCONJ
ispiv-160	147	11	high	high	ADJ
ispiv-160	147	12	-	-	PUNCT
ispiv-160	147	13	resolution	resolution	NOUN
ispiv-160	147	14	sparse	sparse	ADJ
ispiv-160	147	15	particle	particle	NOUN
ispiv-160	147	16	-	-	PUNCT
ispiv-160	147	17	based	base	VERB
ispiv-160	147	18	snapshots	snapshot	NOUN
ispiv-160	147	19	are	be	AUX
ispiv-160	147	20	used	use	VERB
ispiv-160	147	21	for	for	ADP
ispiv-160	147	22	the	the	DET
ispiv-160	147	23	training	training	NOUN
ispiv-160	147	24	process	process	NOUN
ispiv-160	147	25	,	,	PUNCT
ispiv-160	147	26	being	be	AUX
ispiv-160	147	27	not	not	PART
ispiv-160	147	28	necessary	necessary	ADJ
ispiv-160	147	29	to	to	PART
ispiv-160	147	30	have	have	VERB
ispiv-160	147	31	a	a	DET
ispiv-160	147	32	complete	complete	ADJ
ispiv-160	147	33	highresolution	highresolution	NOUN
ispiv-160	147	34	field	field	NOUN
ispiv-160	147	35	as	as	ADP
ispiv-160	147	36	target	target	NOUN
ispiv-160	147	37	.	.	PUNCT
ispiv-160	148	1	in	in	ADP
ispiv-160	148	2	this	this	DET
ispiv-160	148	3	study	study	NOUN
ispiv-160	148	4	,	,	PUNCT
ispiv-160	148	5	the	the	DET
ispiv-160	148	6	high	high	ADJ
ispiv-160	148	7	-	-	PUNCT
ispiv-160	148	8	resolution	resolution	NOUN
ispiv-160	148	9	target	target	NOUN
ispiv-160	148	10	is	be	AUX
ispiv-160	148	11	generated	generate	VERB
ispiv-160	148	12	naturally	naturally	ADV
ispiv-160	148	13	by	by	ADP
ispiv-160	148	14	binning	bin	VERB
ispiv-160	148	15	the	the	DET
ispiv-160	148	16	scattered	scatter	VERB
ispiv-160	148	17	ptv	ptv	NOUN
ispiv-160	148	18	vector	vector	NOUN
ispiv-160	148	19	distribution	distribution	NOUN
ispiv-160	148	20	on	on	ADP
ispiv-160	148	21	a	a	DET
ispiv-160	148	22	regular	regular	ADJ
ispiv-160	148	23	mesh	mesh	NOUN
ispiv-160	148	24	,	,	PUNCT
ispiv-160	148	25	and	and	CCONJ
ispiv-160	148	26	withdrawing	withdraw	VERB
ispiv-160	148	27	empty	empty	ADJ
ispiv-160	148	28	bins	bin	NOUN
ispiv-160	148	29	during	during	ADP
ispiv-160	148	30	the	the	DET
ispiv-160	148	31	training	training	NOUN
ispiv-160	148	32	.	.	PUNCT
ispiv-160	149	1	the	the	DET
ispiv-160	149	2	results	result	NOUN
ispiv-160	149	3	show	show	VERB
ispiv-160	149	4	that	that	SCONJ
ispiv-160	149	5	flow	flow	NOUN
ispiv-160	149	6	features	feature	NOUN
ispiv-160	149	7	that	that	PRON
ispiv-160	149	8	are	be	AUX
ispiv-160	149	9	not	not	PART
ispiv-160	149	10	captured	capture	VERB
ispiv-160	149	11	in	in	ADP
ispiv-160	149	12	the	the	DET
ispiv-160	149	13	piv	piv	NOUN
ispiv-160	149	14	snapshots	snapshot	NOUN
ispiv-160	149	15	can	can	AUX
ispiv-160	149	16	be	be	AUX
ispiv-160	149	17	recovered	recover	VERB
ispiv-160	149	18	by	by	ADP
ispiv-160	149	19	the	the	DET
ispiv-160	149	20	gan	gan	PROPN
ispiv-160	149	21	0	0	SYM
ispiv-160	149	22	1	1	NUM
ispiv-160	149	23	y	y	PROPN
ispiv-160	149	24	/	/	SYM
ispiv-160	149	25	h	h	NOUN
ispiv-160	149	26	piv	piv	NOUN
ispiv-160	149	27	fu	fu	NOUN
ispiv-160	149	28	=	=	SYM
ispiv-160	149	29	2	2	NUM
ispiv-160	149	30	fu	fu	NOUN
ispiv-160	149	31	=	=	SYM
ispiv-160	149	32	4	4	NUM
ispiv-160	149	33	fu	fu	NOUN
ispiv-160	149	34	=	=	SYM
ispiv-160	149	35	8	8	NUM
ispiv-160	149	36	0	0	NUM
ispiv-160	149	37	1	1	NUM
ispiv-160	149	38	2	2	NUM
ispiv-160	149	39	x	x	NOUN
ispiv-160	149	40	/	/	SYM
ispiv-160	149	41	h	h	NOUN
ispiv-160	149	42	0	0	NUM
ispiv-160	149	43	1	1	NUM
ispiv-160	149	44	y	y	PROPN
ispiv-160	149	45	/	/	SYM
ispiv-160	149	46	h	h	NOUN
ispiv-160	149	47	0	0	NUM
ispiv-160	149	48	1	1	NUM
ispiv-160	149	49	2	2	NUM
ispiv-160	149	50	x	x	NOUN
ispiv-160	149	51	/	/	SYM
ispiv-160	149	52	h	h	NOUN
ispiv-160	149	53	0	0	NUM
ispiv-160	149	54	1	1	NUM
ispiv-160	149	55	2	2	NUM
ispiv-160	149	56	x	x	NOUN
ispiv-160	149	57	/	/	SYM
ispiv-160	149	58	h	h	NOUN
ispiv-160	149	59	0	0	NUM
ispiv-160	149	60	1	1	NUM
ispiv-160	149	61	2	2	NUM
ispiv-160	149	62	x	x	NOUN
ispiv-160	149	63	/	/	SYM
ispiv-160	149	64	h	h	NOUN
ispiv-160	149	65	0.00	0.00	NUM
ispiv-160	149	66	0.01	0.01	NUM
ispiv-160	149	67	0.00	0.00	NUM
ispiv-160	149	68	0.01	0.01	NUM
ispiv-160	149	69	figure	figure	NOUN
ispiv-160	149	70	5	5	NUM
ispiv-160	149	71	:	:	PUNCT
ispiv-160	149	72	contour	contour	NOUN
ispiv-160	149	73	maps	map	NOUN
ispiv-160	149	74	of	of	ADP
ispiv-160	149	75	instantaneous	instantaneous	ADJ
ispiv-160	149	76	error	error	NOUN
ispiv-160	149	77	scaled	scale	VERB
ispiv-160	149	78	with	with	ADP
ispiv-160	149	79	the	the	DET
ispiv-160	149	80	channel	channel	NOUN
ispiv-160	149	81	bulk	bulk	ADJ
ispiv-160	149	82	velocity	velocity	NOUN
ispiv-160	149	83	ub	ub	ADP
ispiv-160	149	84	,	,	PUNCT
ispiv-160	149	85	defined	define	VERB
ispiv-160	149	86	as	as	ADP
ispiv-160	149	87	the	the	DET
ispiv-160	149	88	squared	square	VERB
ispiv-160	149	89	difference	difference	NOUN
ispiv-160	149	90	between	between	ADP
ispiv-160	149	91	the	the	DET
ispiv-160	149	92	dns	dns	NOUN
ispiv-160	149	93	reference	reference	NOUN
ispiv-160	149	94	and	and	CCONJ
ispiv-160	149	95	piv	piv	NOUN
ispiv-160	149	96	/	/	SYM
ispiv-160	149	97	gan	gan	PROPN
ispiv-160	149	98	prediction	prediction	NOUN
ispiv-160	149	99	,	,	PUNCT
ispiv-160	149	100	for	for	ADP
ispiv-160	149	101	turbulent	turbulent	ADJ
ispiv-160	149	102	channel	channel	NOUN
ispiv-160	149	103	case	case	NOUN
ispiv-160	149	104	.	.	PUNCT
ispiv-160	150	1	top	top	ADJ
ispiv-160	150	2	and	and	CCONJ
ispiv-160	150	3	bottom	bottom	NOUN
ispiv-160	150	4	row	row	NOUN
ispiv-160	150	5	denote	denote	NOUN
ispiv-160	150	6	horizontal	horizontal	ADJ
ispiv-160	150	7	and	and	CCONJ
ispiv-160	150	8	vertical	vertical	ADJ
ispiv-160	150	9	velocity	velocity	NOUN
ispiv-160	150	10	components	component	NOUN
ispiv-160	150	11	respectively	respectively	ADV
ispiv-160	150	12	.	.	PUNCT
ispiv-160	151	1	from	from	ADP
ispiv-160	151	2	left	left	ADJ
ispiv-160	151	3	to	to	ADP
ispiv-160	151	4	right	right	NOUN
ispiv-160	151	5	,	,	PUNCT
ispiv-160	151	6	columns	column	NOUN
ispiv-160	151	7	refers	refer	VERB
ispiv-160	151	8	to	to	ADP
ispiv-160	151	9	piv	piv	NOUN
ispiv-160	151	10	,	,	PUNCT
ispiv-160	151	11	and	and	CCONJ
ispiv-160	151	12	predictions	prediction	NOUN
ispiv-160	151	13	with	with	ADP
ispiv-160	151	14	fu	fu	NOUN
ispiv-160	151	15	=	=	PUNCT
ispiv-160	152	1	[	[	X
ispiv-160	152	2	2,4,8	2,4,8	NUM
ispiv-160	152	3	]	]	X
ispiv-160	152	4	.	.	PUNCT
ispiv-160	153	1	through	through	ADP
ispiv-160	153	2	the	the	DET
ispiv-160	153	3	incomplete	incomplete	ADJ
ispiv-160	153	4	projections	projection	NOUN
ispiv-160	153	5	provided	provide	VERB
ispiv-160	153	6	by	by	ADP
ispiv-160	153	7	the	the	DET
ispiv-160	153	8	ptv	ptv	PROPN
ispiv-160	153	9	.	.	PUNCT
ispiv-160	154	1	a	a	DET
ispiv-160	154	2	reasonably	reasonably	ADV
ispiv-160	154	3	good	good	ADJ
ispiv-160	154	4	reconstruction	reconstruction	NOUN
ispiv-160	154	5	error	error	NOUN
ispiv-160	154	6	can	can	AUX
ispiv-160	154	7	be	be	AUX
ispiv-160	154	8	achieved	achieve	VERB
ispiv-160	154	9	even	even	ADV
ispiv-160	154	10	at	at	ADP
ispiv-160	154	11	an	an	DET
ispiv-160	154	12	upsampling	upsampling	ADJ
ispiv-160	154	13	factor	factor	NOUN
ispiv-160	154	14	fu	fu	NOUN
ispiv-160	154	15	=	=	NOUN
ispiv-160	154	16	8	8	NUM
ispiv-160	154	17	,	,	PUNCT
ispiv-160	154	18	which	which	PRON
ispiv-160	154	19	normally	normally	ADV
ispiv-160	154	20	corresponds	correspond	VERB
ispiv-160	154	21	to	to	ADP
ispiv-160	154	22	large	large	ADJ
ispiv-160	154	23	levels	level	NOUN
ispiv-160	154	24	of	of	ADP
ispiv-160	154	25	gappyness	gappyness	NOUN
ispiv-160	154	26	of	of	ADP
ispiv-160	154	27	the	the	DET
ispiv-160	154	28	binned	binned	ADJ
ispiv-160	154	29	distributions	distribution	NOUN
ispiv-160	154	30	,	,	PUNCT
ispiv-160	154	31	with	with	ADP
ispiv-160	154	32	minimal	minimal	ADJ
ispiv-160	154	33	effect	effect	NOUN
ispiv-160	154	34	of	of	ADP
ispiv-160	154	35	noise	noise	NOUN
ispiv-160	154	36	or	or	CCONJ
ispiv-160	154	37	discontinuities	discontinuity	NOUN
ispiv-160	154	38	in	in	ADP
ispiv-160	154	39	the	the	DET
ispiv-160	154	40	reconstructed	reconstructed	ADJ
ispiv-160	154	41	distributions	distribution	NOUN
ispiv-160	154	42	.	.	PUNCT
ispiv-160	155	1	the	the	DET
ispiv-160	155	2	results	result	NOUN
ispiv-160	155	3	presented	present	VERB
ispiv-160	155	4	here	here	ADV
ispiv-160	155	5	highlight	highlight	VERB
ispiv-160	155	6	the	the	DET
ispiv-160	155	7	promising	promising	ADJ
ispiv-160	155	8	margin	margin	NOUN
ispiv-160	155	9	of	of	ADP
ispiv-160	155	10	improvement	improvement	NOUN
ispiv-160	155	11	of	of	ADP
ispiv-160	155	12	the	the	DET
ispiv-160	155	13	spatial	spatial	ADJ
ispiv-160	155	14	resolution	resolution	NOUN
ispiv-160	155	15	of	of	ADP
ispiv-160	155	16	piv	piv	NOUN
ispiv-160	155	17	using	use	VERB
ispiv-160	155	18	machine	machine	NOUN
ispiv-160	155	19	learning	learning	NOUN
ispiv-160	155	20	,	,	PUNCT
ispiv-160	155	21	without	without	ADP
ispiv-160	155	22	the	the	DET
ispiv-160	155	23	need	need	NOUN
ispiv-160	155	24	of	of	ADP
ispiv-160	155	25	additional	additional	ADJ
ispiv-160	155	26	high	high	ADJ
ispiv-160	155	27	-	-	PUNCT
ispiv-160	155	28	resolution	resolution	NOUN
ispiv-160	155	29	data	datum	NOUN
ispiv-160	155	30	for	for	ADP
ispiv-160	155	31	training	training	NOUN
ispiv-160	155	32	.	.	PUNCT
ispiv-160	156	1	acknowledgements	acknowledgement	NOUN
ispiv-160	156	2	this	this	DET
ispiv-160	156	3	project	project	NOUN
ispiv-160	156	4	has	have	AUX
ispiv-160	156	5	received	receive	VERB
ispiv-160	156	6	funding	funding	NOUN
ispiv-160	156	7	from	from	ADP
ispiv-160	156	8	the	the	DET
ispiv-160	156	9	european	european	PROPN
ispiv-160	156	10	research	research	PROPN
ispiv-160	156	11	council	council	PROPN
ispiv-160	156	12	(	(	PUNCT
ispiv-160	156	13	erc	erc	PROPN
ispiv-160	156	14	)	)	PUNCT
ispiv-160	156	15	under	under	ADP
ispiv-160	156	16	the	the	DET
ispiv-160	156	17	european	european	PROPN
ispiv-160	156	18	union	union	PROPN
ispiv-160	156	19	’s	’s	PART
ispiv-160	156	20	horizon	horizon	NOUN
ispiv-160	156	21	2020	2020	NUM
ispiv-160	156	22	research	research	NOUN
ispiv-160	156	23	and	and	CCONJ
ispiv-160	156	24	innovation	innovation	NOUN
ispiv-160	156	25	programme	programme	NOUN
ispiv-160	156	26	(	(	PUNCT
ispiv-160	156	27	grant	grant	NOUN
ispiv-160	156	28	agreement	agreement	NOUN
ispiv-160	156	29	no	no	DET
ispiv-160	156	30	949085	949085	NUM
ispiv-160	156	31	)	)	PUNCT
ispiv-160	156	32	.	.	PUNCT
ispiv-160	157	1	this	this	DET
ispiv-160	157	2	document	document	NOUN
ispiv-160	157	3	reflects	reflect	VERB
ispiv-160	157	4	only	only	ADV
ispiv-160	157	5	the	the	DET
ispiv-160	157	6	author	author	NOUN
ispiv-160	157	7	’s	’s	PART
ispiv-160	157	8	view	view	NOUN
ispiv-160	157	9	and	and	CCONJ
ispiv-160	157	10	the	the	DET
ispiv-160	157	11	agency	agency	NOUN
ispiv-160	157	12	and	and	CCONJ
ispiv-160	157	13	the	the	DET
ispiv-160	157	14	commission	commission	NOUN
ispiv-160	157	15	are	be	AUX
ispiv-160	157	16	not	not	PART
ispiv-160	157	17	responsible	responsible	ADJ
ispiv-160	157	18	for	for	ADP
ispiv-160	157	19	any	any	DET
ispiv-160	157	20	use	use	NOUN
ispiv-160	157	21	that	that	PRON
ispiv-160	157	22	may	may	AUX
ispiv-160	157	23	be	be	AUX
ispiv-160	157	24	made	make	VERB
ispiv-160	157	25	of	of	ADP
ispiv-160	157	26	the	the	DET
ispiv-160	157	27	information	information	NOUN
ispiv-160	157	28	it	it	PRON
ispiv-160	157	29	contains	contain	VERB
ispiv-160	157	30	.	.	PUNCT
ispiv-160	158	1	references	reference	NOUN
ispiv-160	158	2	adrian	adrian	PROPN
ispiv-160	158	3	r	r	PROPN
ispiv-160	158	4	(	(	PUNCT
ispiv-160	158	5	1997	1997	NUM
ispiv-160	158	6	)	)	PUNCT
ispiv-160	158	7	dynamic	dynamic	ADJ
ispiv-160	158	8	ranges	range	NOUN
ispiv-160	158	9	of	of	ADP
ispiv-160	158	10	velocity	velocity	NOUN
ispiv-160	158	11	and	and	CCONJ
ispiv-160	158	12	spatial	spatial	ADJ
ispiv-160	158	13	resolution	resolution	NOUN
ispiv-160	158	14	of	of	ADP
ispiv-160	158	15	particle	particle	NOUN
ispiv-160	158	16	image	image	NOUN
ispiv-160	158	17	velocimetry	velocimetry	NOUN
ispiv-160	158	18	.	.	PUNCT
ispiv-160	159	1	meas	meas	PROPN
ispiv-160	159	2	sci	sci	PROPN
ispiv-160	159	3	technol	technol	PROPN
ispiv-160	159	4	8:1393	8:1393	PROPN
ispiv-160	159	5	agüera	agüera	PROPN
ispiv-160	159	6	n	n	CCONJ
ispiv-160	159	7	,	,	PUNCT
ispiv-160	159	8	cafiero	cafiero	PROPN
ispiv-160	159	9	g	g	PROPN
ispiv-160	159	10	,	,	PUNCT
ispiv-160	159	11	astarita	astarita	PROPN
ispiv-160	159	12	t	t	PROPN
ispiv-160	159	13	,	,	PUNCT
ispiv-160	159	14	and	and	CCONJ
ispiv-160	159	15	discetti	discetti	PROPN
ispiv-160	159	16	s	s	PROPN
ispiv-160	159	17	(	(	PUNCT
ispiv-160	159	18	2016	2016	NUM
ispiv-160	159	19	)	)	PUNCT
ispiv-160	159	20	ensemble	ensemble	ADJ
ispiv-160	159	21	3d	3d	PROPN
ispiv-160	159	22	ptv	ptv	PROPN
ispiv-160	159	23	for	for	ADP
ispiv-160	159	24	high	high	ADJ
ispiv-160	159	25	resolution	resolution	NOUN
ispiv-160	159	26	turbulent	turbulent	ADJ
ispiv-160	159	27	statistics	statistic	NOUN
ispiv-160	159	28	.	.	PUNCT
ispiv-160	160	1	meas	meas	PROPN
ispiv-160	160	2	sci	sci	PROPN
ispiv-160	160	3	technol	technol	PROPN
ispiv-160	160	4	27:124011	27:124011	NUM
ispiv-160	160	5	astarita	astarita	PROPN
ispiv-160	160	6	t	t	PROPN
ispiv-160	160	7	(	(	PUNCT
ispiv-160	160	8	2008	2008	NUM
ispiv-160	160	9	)	)	PUNCT
ispiv-160	160	10	analysis	analysis	NOUN
ispiv-160	160	11	of	of	ADP
ispiv-160	160	12	velocity	velocity	NOUN
ispiv-160	160	13	interpolation	interpolation	NOUN
ispiv-160	160	14	schemes	scheme	NOUN
ispiv-160	160	15	for	for	ADP
ispiv-160	160	16	image	image	NOUN
ispiv-160	160	17	deformation	deformation	NOUN
ispiv-160	160	18	methods	method	NOUN
ispiv-160	160	19	in	in	ADP
ispiv-160	160	20	piv	piv	NOUN
ispiv-160	160	21	.	.	PUNCT
ispiv-160	161	1	experiments	experiment	NOUN
ispiv-160	161	2	in	in	ADP
ispiv-160	161	3	fluids	fluid	NOUN
ispiv-160	161	4	45:257–266	45:257–266	NUM
ispiv-160	161	5	cortina	cortina	NOUN
ispiv-160	161	6	-	-	PUNCT
ispiv-160	161	7	fernández	fernández	PROPN
ispiv-160	161	8	j	j	PROPN
ispiv-160	161	9	,	,	PUNCT
ispiv-160	161	10	sanmiguel	sanmiguel	NOUN
ispiv-160	161	11	vila	vila	PROPN
ispiv-160	161	12	c	c	PROPN
ispiv-160	161	13	,	,	PUNCT
ispiv-160	161	14	ianiro	ianiro	NOUN
ispiv-160	161	15	a	a	PRON
ispiv-160	161	16	,	,	PUNCT
ispiv-160	161	17	and	and	CCONJ
ispiv-160	161	18	discetti	discetti	PROPN
ispiv-160	161	19	s	s	X
ispiv-160	161	20	(	(	PUNCT
ispiv-160	161	21	2020	2020	NUM
ispiv-160	161	22	)	)	PUNCT
ispiv-160	161	23	from	from	ADP
ispiv-160	161	24	sparse	sparse	ADJ
ispiv-160	161	25	data	datum	NOUN
ispiv-160	161	26	to	to	ADP
ispiv-160	161	27	high	high	ADJ
ispiv-160	161	28	-	-	PUNCT
ispiv-160	161	29	resolution	resolution	NOUN
ispiv-160	161	30	fields	field	NOUN
ispiv-160	161	31	:	:	PUNCT
ispiv-160	161	32	ensemble	ensemble	ADJ
ispiv-160	161	33	particle	particle	NOUN
ispiv-160	161	34	modes	mode	NOUN
ispiv-160	161	35	as	as	ADP
ispiv-160	161	36	a	a	DET
ispiv-160	161	37	basis	basis	NOUN
ispiv-160	161	38	for	for	ADP
ispiv-160	161	39	high	high	ADJ
ispiv-160	161	40	-	-	PUNCT
ispiv-160	161	41	resolution	resolution	NOUN
ispiv-160	161	42	flow	flow	NOUN
ispiv-160	161	43	characterization	characterization	NOUN
ispiv-160	161	44	.	.	PUNCT
ispiv-160	162	1	exp	exp	NOUN
ispiv-160	162	2	therm	therm	PROPN
ispiv-160	162	3	fluid	fluid	NOUN
ispiv-160	162	4	sci	sci	PROPN
ispiv-160	162	5	120:110178	120:110178	NUM
ispiv-160	162	6	cowen	cowen	PROPN
ispiv-160	162	7	e	e	PROPN
ispiv-160	162	8	and	and	CCONJ
ispiv-160	162	9	monismith	monismith	NOUN
ispiv-160	162	10	s	s	X
ispiv-160	162	11	(	(	PUNCT
ispiv-160	162	12	1997	1997	NUM
ispiv-160	162	13	)	)	PUNCT
ispiv-160	162	14	a	a	DET
ispiv-160	162	15	hybrid	hybrid	ADJ
ispiv-160	162	16	digital	digital	ADJ
ispiv-160	162	17	particle	particle	NOUN
ispiv-160	162	18	tracking	tracking	NOUN
ispiv-160	162	19	velocimetry	velocimetry	NOUN
ispiv-160	162	20	technique	technique	NOUN
ispiv-160	162	21	.	.	PUNCT
ispiv-160	163	1	experiments	experiment	NOUN
ispiv-160	163	2	in	in	ADP
ispiv-160	163	3	fluids	fluid	NOUN
ispiv-160	163	4	22:199–211	22:199–211	PROPN
ispiv-160	163	5	deng	deng	PROPN
ispiv-160	163	6	n	n	CCONJ
ispiv-160	163	7	,	,	PUNCT
ispiv-160	163	8	noack	noack	VERB
ispiv-160	163	9	br	br	PROPN
ispiv-160	163	10	,	,	PUNCT
ispiv-160	163	11	morzyński	morzyński	PROPN
ispiv-160	163	12	m	m	NOUN
ispiv-160	163	13	,	,	PUNCT
ispiv-160	163	14	and	and	CCONJ
ispiv-160	163	15	pastur	pastur	ADP
ispiv-160	163	16	lr	lr	X
ispiv-160	163	17	(	(	PUNCT
ispiv-160	163	18	2020	2020	NUM
ispiv-160	163	19	)	)	PUNCT
ispiv-160	163	20	low	low	ADJ
ispiv-160	163	21	-	-	PUNCT
ispiv-160	163	22	order	order	NOUN
ispiv-160	163	23	model	model	NOUN
ispiv-160	163	24	for	for	ADP
ispiv-160	163	25	successive	successive	ADJ
ispiv-160	163	26	bifurcations	bifurcation	NOUN
ispiv-160	163	27	of	of	ADP
ispiv-160	163	28	the	the	DET
ispiv-160	163	29	fluidic	fluidic	ADJ
ispiv-160	163	30	pinball	pinball	NOUN
ispiv-160	163	31	.	.	PUNCT
ispiv-160	164	1	journal	journal	PROPN
ispiv-160	164	2	of	of	ADP
ispiv-160	164	3	fluid	fluid	ADJ
ispiv-160	164	4	mechanics	mechanic	NOUN
ispiv-160	164	5	884	884	NUM
ispiv-160	164	6	:	:	PUNCT
ispiv-160	165	1	a37	a37	PROPN
ispiv-160	165	2	deng	deng	PROPN
ispiv-160	165	3	z	z	PROPN
ispiv-160	165	4	,	,	PUNCT
ispiv-160	165	5	he	he	PRON
ispiv-160	165	6	c	c	VERB
ispiv-160	165	7	,	,	PUNCT
ispiv-160	165	8	liu	liu	PROPN
ispiv-160	165	9	y	y	PROPN
ispiv-160	165	10	,	,	PUNCT
ispiv-160	165	11	and	and	CCONJ
ispiv-160	165	12	kim	kim	PROPN
ispiv-160	165	13	kc	kc	PROPN
ispiv-160	165	14	(	(	PUNCT
ispiv-160	165	15	2019	2019	NUM
ispiv-160	165	16	)	)	PUNCT
ispiv-160	165	17	super	super	ADJ
ispiv-160	165	18	-	-	ADJ
ispiv-160	165	19	resolution	resolution	ADJ
ispiv-160	165	20	reconstruction	reconstruction	NOUN
ispiv-160	165	21	of	of	ADP
ispiv-160	165	22	turbulent	turbulent	ADJ
ispiv-160	165	23	velocity	velocity	NOUN
ispiv-160	165	24	fields	field	NOUN
ispiv-160	165	25	using	use	VERB
ispiv-160	165	26	a	a	DET
ispiv-160	165	27	generative	generative	ADJ
ispiv-160	165	28	adversarial	adversarial	ADJ
ispiv-160	165	29	network	network	NOUN
ispiv-160	165	30	-	-	PUNCT
ispiv-160	165	31	based	base	VERB
ispiv-160	165	32	artificial	artificial	ADJ
ispiv-160	165	33	intelligence	intelligence	NOUN
ispiv-160	165	34	framework	framework	NOUN
ispiv-160	165	35	.	.	PUNCT
ispiv-160	166	1	phys	phy	NOUN
ispiv-160	166	2	fluids	fluid	VERB
ispiv-160	166	3	31:125111	31:125111	NUM
ispiv-160	166	4	fukami	fukami	NOUN
ispiv-160	166	5	k	k	PROPN
ispiv-160	166	6	,	,	PUNCT
ispiv-160	166	7	fukagata	fukagata	PROPN
ispiv-160	166	8	k	k	NOUN
ispiv-160	166	9	,	,	PUNCT
ispiv-160	166	10	and	and	CCONJ
ispiv-160	166	11	taira	taira	PROPN
ispiv-160	166	12	k	k	PROPN
ispiv-160	166	13	(	(	PUNCT
ispiv-160	166	14	2019	2019	NUM
ispiv-160	166	15	)	)	PUNCT
ispiv-160	166	16	super	super	ADJ
ispiv-160	166	17	-	-	ADJ
ispiv-160	166	18	resolution	resolution	ADJ
ispiv-160	166	19	reconstruction	reconstruction	NOUN
ispiv-160	166	20	of	of	ADP
ispiv-160	166	21	turbulent	turbulent	ADJ
ispiv-160	166	22	flows	flow	NOUN
ispiv-160	166	23	with	with	ADP
ispiv-160	166	24	machine	machine	NOUN
ispiv-160	166	25	learning	learning	NOUN
ispiv-160	166	26	.	.	PUNCT
ispiv-160	167	1	j	j	PROPN
ispiv-160	167	2	fluid	fluid	ADJ
ispiv-160	167	3	mech	mech	NOUN
ispiv-160	167	4	870:106–120	870:106–120	NUM
ispiv-160	167	5	fukami	fukami	NOUN
ispiv-160	167	6	k	k	PROPN
ispiv-160	167	7	,	,	PUNCT
ispiv-160	167	8	fukagata	fukagata	PROPN
ispiv-160	167	9	k	k	NOUN
ispiv-160	167	10	,	,	PUNCT
ispiv-160	167	11	and	and	CCONJ
ispiv-160	167	12	taira	taira	PROPN
ispiv-160	167	13	k	k	PROPN
ispiv-160	167	14	(	(	PUNCT
ispiv-160	167	15	2021	2021	NUM
ispiv-160	167	16	)	)	PUNCT
ispiv-160	167	17	machine	machine	NOUN
ispiv-160	167	18	-	-	PUNCT
ispiv-160	167	19	learning	learning	NOUN
ispiv-160	167	20	-	-	PUNCT
ispiv-160	167	21	based	base	VERB
ispiv-160	167	22	spatio	spatio	PROPN
ispiv-160	167	23	-	-	PUNCT
ispiv-160	167	24	temporal	temporal	ADJ
ispiv-160	167	25	super	super	ADJ
ispiv-160	167	26	resolution	resolution	NOUN
ispiv-160	167	27	reconstruction	reconstruction	NOUN
ispiv-160	167	28	of	of	ADP
ispiv-160	167	29	turbulent	turbulent	ADJ
ispiv-160	167	30	flows	flow	NOUN
ispiv-160	167	31	.	.	PUNCT
ispiv-160	168	1	j	j	PROPN
ispiv-160	168	2	fluid	fluid	ADJ
ispiv-160	168	3	mech	mech	NOUN
ispiv-160	168	4	909	909	NUM
ispiv-160	168	5	gross	gross	NOUN
ispiv-160	168	6	s	s	PROPN
ispiv-160	168	7	and	and	CCONJ
ispiv-160	168	8	wilber	wilber	PROPN
ispiv-160	168	9	m	m	PROPN
ispiv-160	168	10	(	(	PUNCT
ispiv-160	168	11	2016	2016	NUM
ispiv-160	168	12	)	)	PUNCT
ispiv-160	168	13	training	training	NOUN
ispiv-160	168	14	and	and	CCONJ
ispiv-160	168	15	investigating	investigate	VERB
ispiv-160	168	16	residual	residual	ADJ
ispiv-160	168	17	nets	net	NOUN
ispiv-160	168	18	.	.	PUNCT
ispiv-160	169	1	facebook	facebook	NOUN
ispiv-160	169	2	ai	ai	VERB
ispiv-160	169	3	research	research	NOUN
ispiv-160	169	4	6:3	6:3	NUM
ispiv-160	169	5	hain	hain	NOUN
ispiv-160	169	6	r	r	NOUN
ispiv-160	169	7	and	and	CCONJ
ispiv-160	169	8	kähler	kähler	PROPN
ispiv-160	169	9	c	c	PROPN
ispiv-160	169	10	(	(	PUNCT
ispiv-160	169	11	2007	2007	NUM
ispiv-160	169	12	)	)	PUNCT
ispiv-160	169	13	fundamentals	fundamental	NOUN
ispiv-160	169	14	of	of	ADP
ispiv-160	169	15	multiframe	multiframe	NOUN
ispiv-160	169	16	particle	particle	NOUN
ispiv-160	169	17	image	image	NOUN
ispiv-160	169	18	velocimetry	velocimetry	NOUN
ispiv-160	169	19	(	(	PUNCT
ispiv-160	169	20	piv	piv	NOUN
ispiv-160	169	21	)	)	PUNCT
ispiv-160	169	22	.	.	PUNCT
ispiv-160	170	1	exp	exp	NOUN
ispiv-160	170	2	fluids	fluid	NOUN
ispiv-160	170	3	42:575–587	42:575–587	PROPN
ispiv-160	170	4	kähler	kähler	NOUN
ispiv-160	170	5	cj	cj	NOUN
ispiv-160	170	6	,	,	PUNCT
ispiv-160	170	7	scharnowski	scharnowski	VERB
ispiv-160	170	8	s	s	NOUN
ispiv-160	170	9	,	,	PUNCT
ispiv-160	170	10	and	and	CCONJ
ispiv-160	170	11	cierpka	cierpka	NOUN
ispiv-160	170	12	c	c	PROPN
ispiv-160	170	13	(	(	PUNCT
ispiv-160	170	14	2012	2012	NUM
ispiv-160	170	15	)	)	PUNCT
ispiv-160	170	16	on	on	ADP
ispiv-160	170	17	the	the	DET
ispiv-160	170	18	resolution	resolution	NOUN
ispiv-160	170	19	limit	limit	NOUN
ispiv-160	170	20	of	of	ADP
ispiv-160	170	21	digital	digital	ADJ
ispiv-160	170	22	particle	particle	NOUN
ispiv-160	170	23	image	image	NOUN
ispiv-160	170	24	velocimetry	velocimetry	NOUN
ispiv-160	170	25	.	.	PUNCT
ispiv-160	171	1	experiments	experiment	NOUN
ispiv-160	171	2	in	in	ADP
ispiv-160	171	3	fluids	fluid	NOUN
ispiv-160	171	4	52:1629–1639	52:1629–1639	PROPN
ispiv-160	171	5	kim	kim	PROPN
ispiv-160	171	6	h	h	PROPN
ispiv-160	171	7	,	,	PUNCT
ispiv-160	171	8	kim	kim	PROPN
ispiv-160	171	9	j	j	PROPN
ispiv-160	171	10	,	,	PUNCT
ispiv-160	171	11	won	win	VERB
ispiv-160	171	12	s	s	PRON
ispiv-160	171	13	,	,	PUNCT
ispiv-160	171	14	and	and	CCONJ
ispiv-160	171	15	lee	lee	PROPN
ispiv-160	171	16	c	c	PROPN
ispiv-160	171	17	(	(	PUNCT
ispiv-160	171	18	2021	2021	NUM
ispiv-160	171	19	)	)	PUNCT
ispiv-160	171	20	unsupervised	unsupervised	ADJ
ispiv-160	171	21	deep	deep	ADJ
ispiv-160	171	22	learning	learning	NOUN
ispiv-160	171	23	for	for	ADP
ispiv-160	171	24	super	super	ADJ
ispiv-160	171	25	-	-	ADJ
ispiv-160	171	26	resolution	resolution	ADJ
ispiv-160	171	27	reconstruction	reconstruction	NOUN
ispiv-160	171	28	of	of	ADP
ispiv-160	171	29	turbulence	turbulence	NOUN
ispiv-160	171	30	.	.	PUNCT
ispiv-160	172	1	journal	journal	NOUN
ispiv-160	172	2	of	of	ADP
ispiv-160	172	3	fluid	fluid	ADJ
ispiv-160	172	4	mechanics	mechanic	NOUN
ispiv-160	172	5	910	910	NUM
ispiv-160	172	6	ledig	ledig	NOUN
ispiv-160	172	7	c	c	NOUN
ispiv-160	172	8	,	,	PUNCT
ispiv-160	172	9	theis	theis	PROPN
ispiv-160	172	10	l	l	PROPN
ispiv-160	172	11	,	,	PUNCT
ispiv-160	172	12	huszár	huszár	PROPN
ispiv-160	172	13	f	f	PROPN
ispiv-160	172	14	,	,	PUNCT
ispiv-160	172	15	caballero	caballero	PROPN
ispiv-160	172	16	j	j	PROPN
ispiv-160	172	17	,	,	PUNCT
ispiv-160	172	18	cunningham	cunningham	PROPN
ispiv-160	172	19	a	a	X
ispiv-160	172	20	,	,	PUNCT
ispiv-160	172	21	acosta	acosta	PROPN
ispiv-160	172	22	a	a	PRON
ispiv-160	172	23	,	,	PUNCT
ispiv-160	172	24	aitken	aitken	PROPN
ispiv-160	172	25	a	a	X
ispiv-160	172	26	,	,	PUNCT
ispiv-160	172	27	tejani	tejani	PROPN
ispiv-160	172	28	a	a	X
ispiv-160	172	29	,	,	PUNCT
ispiv-160	172	30	totz	totz	PROPN
ispiv-160	172	31	j	j	PROPN
ispiv-160	172	32	,	,	PUNCT
ispiv-160	172	33	wang	wang	PROPN
ispiv-160	172	34	z	z	PROPN
ispiv-160	172	35	et	et	PROPN
ispiv-160	172	36	al	al	PROPN
ispiv-160	172	37	.	.	PROPN
ispiv-160	173	1	(	(	PUNCT
ispiv-160	173	2	2017	2017	NUM
ispiv-160	173	3	)	)	PUNCT
ispiv-160	173	4	photo	photo	NOUN
ispiv-160	173	5	-	-	PUNCT
ispiv-160	173	6	realistic	realistic	ADJ
ispiv-160	173	7	single	single	ADJ
ispiv-160	173	8	image	image	NOUN
ispiv-160	173	9	super	super	NOUN
ispiv-160	173	10	-	-	NOUN
ispiv-160	173	11	resolution	resolution	NOUN
ispiv-160	173	12	using	use	VERB
ispiv-160	173	13	a	a	DET
ispiv-160	173	14	generative	generative	ADJ
ispiv-160	173	15	adversarial	adversarial	ADJ
ispiv-160	173	16	network	network	NOUN
ispiv-160	173	17	.	.	PUNCT
ispiv-160	174	1	in	in	ADP
ispiv-160	174	2	proceedings	proceeding	NOUN
ispiv-160	174	3	of	of	ADP
ispiv-160	174	4	the	the	DET
ispiv-160	174	5	ieee	ieee	NOUN
ispiv-160	174	6	conference	conference	NOUN
ispiv-160	174	7	on	on	ADP
ispiv-160	174	8	computer	computer	NOUN
ispiv-160	174	9	vision	vision	NOUN
ispiv-160	174	10	and	and	CCONJ
ispiv-160	174	11	pattern	pattern	NOUN
ispiv-160	174	12	recognition	recognition	NOUN
ispiv-160	174	13	.	.	PUNCT
ispiv-160	175	1	pages	page	NOUN
ispiv-160	175	2	4681–4690	4681–4690	NUM
ispiv-160	175	3	li	li	PROPN
ispiv-160	175	4	y	y	PROPN
ispiv-160	175	5	,	,	PUNCT
ispiv-160	175	6	perlman	perlman	NOUN
ispiv-160	175	7	e	e	PROPN
ispiv-160	175	8	,	,	PUNCT
ispiv-160	175	9	wan	wan	PROPN
ispiv-160	175	10	m	m	PROPN
ispiv-160	175	11	,	,	PUNCT
ispiv-160	175	12	yang	yang	PROPN
ispiv-160	175	13	y	y	PROPN
ispiv-160	175	14	,	,	PUNCT
ispiv-160	175	15	meneveau	meneveau	NOUN
ispiv-160	175	16	c	c	NOUN
ispiv-160	175	17	,	,	PUNCT
ispiv-160	175	18	burns	burn	VERB
ispiv-160	175	19	r	r	NOUN
ispiv-160	175	20	,	,	PUNCT
ispiv-160	175	21	chen	chen	PROPN
ispiv-160	175	22	s	s	PROPN
ispiv-160	175	23	,	,	PUNCT
ispiv-160	175	24	szalay	szalay	NOUN
ispiv-160	175	25	a	a	PRON
ispiv-160	175	26	,	,	PUNCT
ispiv-160	175	27	and	and	CCONJ
ispiv-160	175	28	eyink	eyink	NOUN
ispiv-160	175	29	g	g	PROPN
ispiv-160	175	30	(	(	PUNCT
ispiv-160	175	31	2008	2008	NUM
ispiv-160	175	32	)	)	PUNCT
ispiv-160	175	33	a	a	DET
ispiv-160	175	34	public	public	ADJ
ispiv-160	175	35	turbulence	turbulence	NOUN
ispiv-160	175	36	database	database	NOUN
ispiv-160	175	37	cluster	cluster	NOUN
ispiv-160	175	38	and	and	CCONJ
ispiv-160	175	39	applications	application	NOUN
ispiv-160	175	40	to	to	PART
ispiv-160	175	41	study	study	VERB
ispiv-160	175	42	lagrangian	lagrangian	ADJ
ispiv-160	175	43	evolution	evolution	NOUN
ispiv-160	175	44	of	of	ADP
ispiv-160	175	45	velocity	velocity	NOUN
ispiv-160	175	46	increments	increment	NOUN
ispiv-160	175	47	in	in	ADP
ispiv-160	175	48	turbulence	turbulence	NOUN
ispiv-160	175	49	.	.	PUNCT
ispiv-160	176	1	journal	journal	NOUN
ispiv-160	176	2	of	of	ADP
ispiv-160	176	3	turbulence	turbulence	NOUN
ispiv-160	176	4	9	9	NUM
ispiv-160	176	5	:	:	PUNCT
ispiv-160	176	6	n31	n31	PROPN
ispiv-160	176	7	liu	liu	PROPN
ispiv-160	176	8	b	b	PROPN
ispiv-160	176	9	,	,	PUNCT
ispiv-160	176	10	tang	tang	PROPN
ispiv-160	176	11	j	j	PROPN
ispiv-160	176	12	,	,	PUNCT
ispiv-160	176	13	huang	huang	PROPN
ispiv-160	176	14	h	h	PROPN
ispiv-160	176	15	,	,	PUNCT
ispiv-160	176	16	and	and	CCONJ
ispiv-160	176	17	lu	lu	PROPN
ispiv-160	176	18	xy	xy	PROPN
ispiv-160	176	19	(	(	PUNCT
ispiv-160	176	20	2020	2020	NUM
ispiv-160	176	21	)	)	PUNCT
ispiv-160	176	22	deep	deep	ADJ
ispiv-160	176	23	learning	learning	NOUN
ispiv-160	176	24	methods	method	NOUN
ispiv-160	176	25	for	for	ADP
ispiv-160	176	26	super	super	ADJ
ispiv-160	176	27	-	-	ADJ
ispiv-160	176	28	resolution	resolution	ADJ
ispiv-160	176	29	reconstruction	reconstruction	NOUN
ispiv-160	176	30	of	of	ADP
ispiv-160	176	31	turbulent	turbulent	ADJ
ispiv-160	176	32	flows	flow	NOUN
ispiv-160	176	33	.	.	PUNCT
ispiv-160	177	1	phys	phy	NOUN
ispiv-160	177	2	fluids	fluid	VERB
ispiv-160	177	3	32:025105	32:025105	DET
ispiv-160	177	4	pope	pope	NOUN
ispiv-160	177	5	s	s	PART
ispiv-160	177	6	(	(	PUNCT
ispiv-160	177	7	2000	2000	NUM
ispiv-160	177	8	)	)	PUNCT
ispiv-160	177	9	turbulent	turbulent	ADJ
ispiv-160	177	10	flows	flow	NOUN
ispiv-160	177	11	.	.	PUNCT
ispiv-160	178	1	cambridge	cambridge	PROPN
ispiv-160	178	2	university	university	PROPN
ispiv-160	178	3	press	press	PROPN
ispiv-160	178	4	scarano	scarano	PROPN
ispiv-160	178	5	f	f	PROPN
ispiv-160	178	6	(	(	PUNCT
ispiv-160	178	7	2001	2001	NUM
ispiv-160	178	8	)	)	PUNCT
ispiv-160	178	9	iterative	iterative	NOUN
ispiv-160	178	10	image	image	NOUN
ispiv-160	178	11	deformation	deformation	NOUN
ispiv-160	178	12	methods	method	NOUN
ispiv-160	178	13	in	in	ADP
ispiv-160	178	14	piv	piv	NOUN
ispiv-160	178	15	.	.	PUNCT
ispiv-160	179	1	measurement	measurement	NOUN
ispiv-160	179	2	science	science	NOUN
ispiv-160	179	3	and	and	CCONJ
ispiv-160	179	4	technology	technology	NOUN
ispiv-160	179	5	13	13	NUM
ispiv-160	179	6	:	:	PUNCT
ispiv-160	179	7	r1	r1	PROPN
ispiv-160	179	8	scharnowski	scharnowski	VERB
ispiv-160	179	9	s	s	PROPN
ispiv-160	179	10	,	,	PUNCT
ispiv-160	179	11	hain	hain	NOUN
ispiv-160	179	12	r	r	NOUN
ispiv-160	179	13	,	,	PUNCT
ispiv-160	179	14	and	and	CCONJ
ispiv-160	179	15	kähler	kähler	PROPN
ispiv-160	179	16	cj	cj	PROPN
ispiv-160	179	17	(	(	PUNCT
ispiv-160	179	18	2012	2012	NUM
ispiv-160	179	19	)	)	PUNCT
ispiv-160	180	1	reynolds	reynolds	PROPN
ispiv-160	180	2	stress	stress	PROPN
ispiv-160	180	3	estimation	estimation	NOUN
ispiv-160	180	4	up	up	ADP
ispiv-160	180	5	to	to	ADP
ispiv-160	180	6	single	single	ADJ
ispiv-160	180	7	-	-	PUNCT
ispiv-160	180	8	pixel	pixel	NOUN
ispiv-160	180	9	resolution	resolution	NOUN
ispiv-160	180	10	using	use	VERB
ispiv-160	180	11	piv	piv	NOUN
ispiv-160	180	12	-	-	PUNCT
ispiv-160	180	13	measurements	measurement	NOUN
ispiv-160	180	14	.	.	PUNCT
ispiv-160	181	1	experiments	experiment	NOUN
ispiv-160	181	2	in	in	ADP
ispiv-160	181	3	fluids	fluid	NOUN
ispiv-160	181	4	52:985–1002	52:985–1002	NUM
ispiv-160	181	5	shi	shi	PROPN
ispiv-160	181	6	w	w	PROPN
ispiv-160	181	7	,	,	PUNCT
ispiv-160	181	8	caballero	caballero	PROPN
ispiv-160	181	9	j	j	PROPN
ispiv-160	181	10	,	,	PUNCT
ispiv-160	181	11	huszár	huszár	PROPN
ispiv-160	181	12	f	f	NUM
ispiv-160	181	13	,	,	PUNCT
ispiv-160	181	14	totz	totz	PROPN
ispiv-160	181	15	j	j	PROPN
ispiv-160	181	16	,	,	PUNCT
ispiv-160	181	17	aitken	aitken	PROPN
ispiv-160	181	18	ap	ap	PROPN
ispiv-160	181	19	,	,	PUNCT
ispiv-160	181	20	bishop	bishop	PROPN
ispiv-160	181	21	r	r	PROPN
ispiv-160	181	22	,	,	PUNCT
ispiv-160	181	23	rueckert	rueckert	NOUN
ispiv-160	181	24	d	d	PROPN
ispiv-160	181	25	,	,	PUNCT
ispiv-160	181	26	and	and	CCONJ
ispiv-160	181	27	wang	wang	PROPN
ispiv-160	181	28	z	z	PROPN
ispiv-160	181	29	(	(	PUNCT
ispiv-160	181	30	2016	2016	NUM
ispiv-160	181	31	)	)	PUNCT
ispiv-160	181	32	real	real	ADJ
ispiv-160	181	33	-	-	PUNCT
ispiv-160	181	34	time	time	NOUN
ispiv-160	181	35	single	single	ADJ
ispiv-160	181	36	image	image	NOUN
ispiv-160	181	37	and	and	CCONJ
ispiv-160	181	38	video	video	NOUN
ispiv-160	181	39	super	super	NOUN
ispiv-160	181	40	-	-	NOUN
ispiv-160	181	41	resolution	resolution	NOUN
ispiv-160	181	42	using	use	VERB
ispiv-160	181	43	an	an	DET
ispiv-160	181	44	efficient	efficient	ADJ
ispiv-160	181	45	sub	sub	ADJ
ispiv-160	181	46	-	-	ADJ
ispiv-160	181	47	pixel	pixel	ADJ
ispiv-160	181	48	convolutional	convolutional	ADJ
ispiv-160	181	49	neural	neural	ADJ
ispiv-160	181	50	network	network	NOUN
ispiv-160	181	51	.	.	PUNCT
ispiv-160	182	1	in	in	ADP
ispiv-160	182	2	proceedings	proceeding	NOUN
ispiv-160	182	3	of	of	ADP
ispiv-160	182	4	the	the	DET
ispiv-160	182	5	ieee	ieee	NOUN
ispiv-160	182	6	conference	conference	NOUN
ispiv-160	182	7	on	on	ADP
ispiv-160	182	8	computer	computer	NOUN
ispiv-160	182	9	vision	vision	NOUN
ispiv-160	182	10	and	and	CCONJ
ispiv-160	182	11	pattern	pattern	NOUN
ispiv-160	182	12	recognition	recognition	NOUN
ispiv-160	182	13	.	.	PUNCT
ispiv-160	183	1	pages	page	NOUN
ispiv-160	183	2	1874–1883	1874–1883	NUM
ispiv-160	183	3	wang	wang	PROPN
ispiv-160	183	4	x	x	PROPN
ispiv-160	183	5	,	,	PUNCT
ispiv-160	183	6	yu	yu	PROPN
ispiv-160	183	7	k	k	PROPN
ispiv-160	183	8	,	,	PUNCT
ispiv-160	183	9	wu	wu	PROPN
ispiv-160	183	10	s	s	PROPN
ispiv-160	183	11	,	,	PUNCT
ispiv-160	183	12	gu	gu	PROPN
ispiv-160	183	13	j	j	PROPN
ispiv-160	183	14	,	,	PUNCT
ispiv-160	183	15	liu	liu	PROPN
ispiv-160	183	16	y	y	PROPN
ispiv-160	183	17	,	,	PUNCT
ispiv-160	183	18	dong	dong	PROPN
ispiv-160	183	19	c	c	PROPN
ispiv-160	183	20	,	,	PUNCT
ispiv-160	183	21	qiao	qiao	PROPN
ispiv-160	183	22	y	y	PROPN
ispiv-160	183	23	,	,	PUNCT
ispiv-160	183	24	and	and	CCONJ
ispiv-160	183	25	loy	loy	PROPN
ispiv-160	183	26	cc	cc	PROPN
ispiv-160	183	27	(	(	PUNCT
ispiv-160	183	28	2019	2019	NUM
ispiv-160	183	29	)	)	PUNCT
ispiv-160	183	30	esrgan	esrgan	NOUN
ispiv-160	183	31	:	:	PUNCT
ispiv-160	183	32	enhanced	enhance	VERB
ispiv-160	183	33	superresolution	superresolution	NOUN
ispiv-160	183	34	generative	generative	ADJ
ispiv-160	183	35	adversarial	adversarial	ADJ
ispiv-160	183	36	networks	network	NOUN
ispiv-160	183	37	.	.	PUNCT
ispiv-160	184	1	in	in	ADP
ispiv-160	184	2	l	l	NOUN
ispiv-160	184	3	leal	leal	NOUN
ispiv-160	184	4	-	-	PUNCT
ispiv-160	184	5	taixé	taixé	NOUN
ispiv-160	184	6	and	and	CCONJ
ispiv-160	184	7	s	s	PROPN
ispiv-160	184	8	roth	roth	NOUN
ispiv-160	184	9	,	,	PUNCT
ispiv-160	184	10	editors	editor	NOUN
ispiv-160	184	11	,	,	PUNCT
ispiv-160	184	12	computer	computer	NOUN
ispiv-160	184	13	vision	vision	NOUN
ispiv-160	184	14	–	–	PUNCT
ispiv-160	184	15	eccv	eccv	ADV
ispiv-160	184	16	2018	2018	NUM
ispiv-160	184	17	workshops	workshop	NOUN
ispiv-160	184	18	.	.	PUNCT
ispiv-160	185	1	pages	page	NOUN
ispiv-160	185	2	63–79	63–79	NUM
ispiv-160	185	3	.	.	PUNCT
ispiv-160	186	1	springer	springer	NOUN
ispiv-160	186	2	international	international	ADJ
ispiv-160	186	3	publishing	publishing	NOUN
ispiv-160	186	4	,	,	PUNCT
ispiv-160	186	5	cham	cham	PROPN
ispiv-160	186	6	westerweel	westerweel	PROPN
ispiv-160	186	7	j	j	PROPN
ispiv-160	186	8	,	,	PUNCT
ispiv-160	186	9	geelhoed	geelhoe	VERB
ispiv-160	186	10	p	p	PRON
ispiv-160	186	11	,	,	PUNCT
ispiv-160	186	12	and	and	CCONJ
ispiv-160	186	13	lindken	lindken	VERB
ispiv-160	186	14	r	r	NOUN
ispiv-160	186	15	(	(	PUNCT
ispiv-160	186	16	2004	2004	NUM
ispiv-160	186	17	)	)	PUNCT
ispiv-160	186	18	single	single	ADJ
ispiv-160	186	19	-	-	PUNCT
ispiv-160	186	20	pixel	pixel	NOUN
ispiv-160	186	21	resolution	resolution	NOUN
ispiv-160	186	22	ensemble	ensemble	ADJ
ispiv-160	186	23	correlation	correlation	NOUN
ispiv-160	186	24	for	for	ADP
ispiv-160	186	25	micro	micro	NOUN
ispiv-160	186	26	-	-	NOUN
ispiv-160	186	27	piv	piv	NOUN
ispiv-160	186	28	applications	application	NOUN
ispiv-160	186	29	.	.	PUNCT
ispiv-160	187	1	exp	exp	NOUN
ispiv-160	187	2	fluids	fluid	NOUN
ispiv-160	187	3	37:375–384	37:375–384	NUM
ispiv-160	187	4	introduction	introduction	NOUN
ispiv-160	187	5	methodology	methodology	NOUN
ispiv-160	187	6	piv	piv	NOUN
ispiv-160	187	7	-	-	PUNCT
ispiv-160	187	8	tailored	tailor	VERB
ispiv-160	187	9	gan	gan	PROPN
ispiv-160	187	10	validation	validation	NOUN
ispiv-160	187	11	dataset	dataset	VERB
ispiv-160	187	12	description	description	NOUN
ispiv-160	187	13	results	result	VERB
ispiv-160	187	14	conclusions	conclusion	NOUN