id	sid	tid	token	lemma	pos
ispiv-73	1	1	14th	14th	ADJ
ispiv-73	1	2	international	international	ADJ
ispiv-73	1	3	symposium	symposium	NOUN
ispiv-73	1	4	on	on	ADP
ispiv-73	1	5	particle	particle	NOUN
ispiv-73	1	6	image	image	NOUN
ispiv-73	1	7	velocimetry	velocimetry	NOUN
ispiv-73	1	8	–	–	PUNCT
ispiv-73	1	9	ispiv	ispiv	NOUN
ispiv-73	1	10	2021	2021	NUM
ispiv-73	1	11	august	august	PROPN
ispiv-73	1	12	1–5	1–5	NUM
ispiv-73	1	13	,	,	PUNCT
ispiv-73	1	14	2021	2021	NUM
ispiv-73	1	15	time	time	NOUN
ispiv-73	1	16	-	-	PUNCT
ispiv-73	1	17	resolved	resolve	VERB
ispiv-73	1	18	velocity	velocity	NOUN
ispiv-73	1	19	estimation	estimation	NOUN
ispiv-73	1	20	from	from	ADP
ispiv-73	1	21	inflow	inflow	NOUN
ispiv-73	1	22	pressure	pressure	NOUN
ispiv-73	1	23	measurements	measurement	NOUN
ispiv-73	1	24	in	in	ADP
ispiv-73	1	25	a	a	DET
ispiv-73	1	26	subsonic	subsonic	ADJ
ispiv-73	1	27	jet	jet	NOUN
ispiv-73	1	28	using	use	VERB
ispiv-73	1	29	machine	machine	NOUN
ispiv-73	1	30	-	-	PUNCT
ispiv-73	1	31	learning	learn	VERB
ispiv-73	1	32	methods	method	NOUN
ispiv-73	1	33	songqi	songqi	VERB
ispiv-73	1	34	li1	li1	NOUN
ispiv-73	1	35	,	,	PUNCT
ispiv-73	1	36	wenyan	wenyan	PROPN
ispiv-73	1	37	li2	li2	PROPN
ispiv-73	1	38	,	,	PUNCT
ispiv-73	1	39	lawrence	lawrence	PROPN
ispiv-73	1	40	ukeiley1∗	ukeiley1∗	NUM
ispiv-73	1	41	1	1	NUM
ispiv-73	1	42	university	university	NOUN
ispiv-73	1	43	of	of	ADP
ispiv-73	1	44	florida	florida	PROPN
ispiv-73	1	45	,	,	PUNCT
ispiv-73	1	46	gainesville	gainesville	PROPN
ispiv-73	1	47	,	,	PUNCT
ispiv-73	1	48	florida	florida	PROPN
ispiv-73	1	49	,	,	PUNCT
ispiv-73	1	50	usa	usa	PROPN
ispiv-73	1	51	2	2	NUM
ispiv-73	1	52	comcast	comcast	PROPN
ispiv-73	1	53	applied	apply	VERB
ispiv-73	1	54	ai	ai	VERB
ispiv-73	1	55	research	research	NOUN
ispiv-73	1	56	lab	lab	NOUN
ispiv-73	1	57	,	,	PUNCT
ispiv-73	1	58	washington	washington	PROPN
ispiv-73	1	59	dc	dc	PROPN
ispiv-73	1	60	,	,	PUNCT
ispiv-73	1	61	usa	usa	PROPN
ispiv-73	1	62	∗	∗	PROPN
ispiv-73	1	63	ukeiley@ufl.edu	ukeiley@ufl.edu	VERB
ispiv-73	1	64	the	the	DET
ispiv-73	1	65	goal	goal	NOUN
ispiv-73	1	66	of	of	ADP
ispiv-73	1	67	this	this	DET
ispiv-73	1	68	study	study	NOUN
ispiv-73	1	69	is	be	AUX
ispiv-73	1	70	to	to	PART
ispiv-73	1	71	estimate	estimate	VERB
ispiv-73	1	72	aspects	aspect	NOUN
ispiv-73	1	73	of	of	ADP
ispiv-73	1	74	the	the	DET
ispiv-73	1	75	time	time	NOUN
ispiv-73	1	76	-	-	PUNCT
ispiv-73	1	77	resolved	resolve	VERB
ispiv-73	1	78	(	(	PUNCT
ispiv-73	1	79	tr	tr	VERB
ispiv-73	1	80	)	)	PUNCT
ispiv-73	1	81	velocity	velocity	NOUN
ispiv-73	1	82	field	field	NOUN
ispiv-73	1	83	that	that	PRON
ispiv-73	1	84	is	be	AUX
ispiv-73	1	85	associated	associate	VERB
ispiv-73	1	86	with	with	ADP
ispiv-73	1	87	pressure	pressure	NOUN
ispiv-73	1	88	fluctuations	fluctuation	NOUN
ispiv-73	1	89	measured	measure	VERB
ispiv-73	1	90	in	in	ADP
ispiv-73	1	91	a	a	DET
ispiv-73	1	92	subsonic	subsonic	ADJ
ispiv-73	1	93	jet	jet	NOUN
ispiv-73	1	94	using	use	VERB
ispiv-73	1	95	machine	machine	NOUN
ispiv-73	1	96	learning	learning	NOUN
ispiv-73	1	97	(	(	PUNCT
ispiv-73	1	98	ml	ml	NOUN
ispiv-73	1	99	)	)	PUNCT
ispiv-73	1	100	approaches	approach	NOUN
ispiv-73	1	101	.	.	PUNCT
ispiv-73	2	1	the	the	DET
ispiv-73	2	2	experiments	experiment	NOUN
ispiv-73	2	3	were	be	AUX
ispiv-73	2	4	conducted	conduct	VERB
ispiv-73	2	5	in	in	ADP
ispiv-73	2	6	the	the	DET
ispiv-73	2	7	anechoic	anechoic	ADJ
ispiv-73	2	8	jet	jet	NOUN
ispiv-73	2	9	test	test	NOUN
ispiv-73	2	10	facility	facility	NOUN
ispiv-73	2	11	at	at	ADP
ispiv-73	2	12	the	the	DET
ispiv-73	2	13	university	university	PROPN
ispiv-73	2	14	of	of	ADP
ispiv-73	2	15	florida	florida	PROPN
ispiv-73	2	16	using	use	VERB
ispiv-73	2	17	a	a	DET
ispiv-73	2	18	round	round	ADJ
ispiv-73	2	19	converging	converge	VERB
ispiv-73	2	20	nozzle	nozzle	NOUN
ispiv-73	2	21	operated	operate	VERB
ispiv-73	2	22	at	at	ADP
ispiv-73	2	23	at	at	ADP
ispiv-73	2	24	a	a	DET
ispiv-73	2	25	mach	mach	ADJ
ispiv-73	2	26	number	number	NOUN
ispiv-73	2	27	of	of	ADP
ispiv-73	2	28	0.3	0.3	NUM
ispiv-73	2	29	and	and	CCONJ
ispiv-73	2	30	red	red	ADJ
ispiv-73	2	31	=	=	PROPN
ispiv-73	2	32	3.8×	3.8×	NUM
ispiv-73	2	33	105	105	NUM
ispiv-73	2	34	.	.	PUNCT
ispiv-73	3	1	planar	planar	PROPN
ispiv-73	3	2	piv	piv	PROPN
ispiv-73	3	3	was	be	AUX
ispiv-73	3	4	utilized	utilize	VERB
ispiv-73	3	5	to	to	ADP
ispiv-73	3	6	record	record	NOUN
ispiv-73	3	7	nontr	nontr	NOUN
ispiv-73	3	8	,	,	PUNCT
ispiv-73	3	9	2d	2d	NUM
ispiv-73	3	10	velocity	velocity	NOUN
ispiv-73	3	11	snapshots	snapshot	NOUN
ispiv-73	3	12	on	on	ADP
ispiv-73	3	13	the	the	DET
ispiv-73	3	14	streamwise	streamwise	NOUN
ispiv-73	3	15	plane	plane	NOUN
ispiv-73	3	16	.	.	PUNCT
ispiv-73	4	1	a	a	DET
ispiv-73	4	2	b&k	b&k	NOUN
ispiv-73	4	3	4138	4138	NUM
ispiv-73	4	4	1/8	1/8	NUM
ispiv-73	4	5	”	"	PUNCT
ispiv-73	4	6	microphone	microphone	NOUN
ispiv-73	4	7	and	and	CCONJ
ispiv-73	4	8	a	a	DET
ispiv-73	4	9	gras	gra	NOUN
ispiv-73	4	10	46dd	46dd	ADJ
ispiv-73	4	11	1/8	1/8	NUM
ispiv-73	4	12	”	"	PUNCT
ispiv-73	4	13	microphone	microphone	NOUN
ispiv-73	4	14	were	be	AUX
ispiv-73	4	15	employed	employ	VERB
ispiv-73	4	16	to	to	PART
ispiv-73	4	17	measure	measure	VERB
ispiv-73	4	18	inflow	inflow	NOUN
ispiv-73	4	19	pressure	pressure	NOUN
ispiv-73	4	20	fluctuations	fluctuation	NOUN
ispiv-73	4	21	synchronously	synchronously	ADV
ispiv-73	4	22	with	with	ADP
ispiv-73	4	23	the	the	DET
ispiv-73	4	24	piv	piv	NOUN
ispiv-73	4	25	.	.	PUNCT
ispiv-73	5	1	both	both	DET
ispiv-73	5	2	microphones	microphone	NOUN
ispiv-73	5	3	were	be	AUX
ispiv-73	5	4	equipped	equip	VERB
ispiv-73	5	5	with	with	ADP
ispiv-73	5	6	aerodynamically	aerodynamically	ADV
ispiv-73	5	7	-	-	PUNCT
ispiv-73	5	8	shaped	shape	VERB
ispiv-73	5	9	nosecones	nosecone	NOUN
ispiv-73	5	10	and	and	CCONJ
ispiv-73	5	11	were	be	AUX
ispiv-73	5	12	placed	place	VERB
ispiv-73	5	13	on	on	ADP
ispiv-73	5	14	the	the	DET
ispiv-73	5	15	upper	upper	ADJ
ispiv-73	5	16	and	and	CCONJ
ispiv-73	5	17	lower	low	ADJ
ispiv-73	5	18	jet	jet	NOUN
ispiv-73	5	19	liplines	lipline	NOUN
ispiv-73	5	20	.	.	PUNCT
ispiv-73	6	1	the	the	DET
ispiv-73	6	2	nosecone	nosecone	NOUN
ispiv-73	6	3	tips	tip	NOUN
ispiv-73	6	4	were	be	AUX
ispiv-73	6	5	streamwisely	streamwisely	ADV
ispiv-73	6	6	aligned	align	VERB
ispiv-73	6	7	and	and	CCONJ
ispiv-73	6	8	were	be	AUX
ispiv-73	6	9	placed	place	VERB
ispiv-73	6	10	just	just	ADV
ispiv-73	6	11	downstream	downstream	ADV
ispiv-73	6	12	of	of	ADP
ispiv-73	6	13	the	the	DET
ispiv-73	6	14	piv	piv	NOUN
ispiv-73	6	15	window	window	NOUN
ispiv-73	6	16	(	(	PUNCT
ispiv-73	6	17	see	see	VERB
ispiv-73	6	18	figure	figure	NOUN
ispiv-73	6	19	1(a	1(a	NUM
ispiv-73	6	20	)	)	PUNCT
ispiv-73	6	21	)	)	PUNCT
ispiv-73	6	22	.	.	PUNCT
ispiv-73	7	1	pressure	pressure	NOUN
ispiv-73	7	2	signals	signal	NOUN
ispiv-73	7	3	were	be	AUX
ispiv-73	7	4	recorded	record	VERB
ispiv-73	7	5	synchronously	synchronously	ADV
ispiv-73	7	6	with	with	ADP
ispiv-73	7	7	piv	piv	NOUN
ispiv-73	7	8	,	,	PUNCT
ispiv-73	7	9	but	but	CCONJ
ispiv-73	7	10	at	at	ADP
ispiv-73	7	11	different	different	ADJ
ispiv-73	7	12	sampling	sampling	NOUN
ispiv-73	7	13	rates	rate	NOUN
ispiv-73	7	14	,	,	PUNCT
ispiv-73	7	15	80	80	NUM
ispiv-73	7	16	khz	khz	NOUN
ispiv-73	7	17	and	and	CCONJ
ispiv-73	7	18	12	12	NUM
ispiv-73	7	19	hz	hz	NOUN
ispiv-73	7	20	,	,	PUNCT
ispiv-73	7	21	respectively	respectively	ADV
ispiv-73	7	22	.	.	PUNCT
ispiv-73	8	1	a	a	DET
ispiv-73	8	2	total	total	NOUN
ispiv-73	8	3	of	of	ADP
ispiv-73	8	4	8000	8000	NUM
ispiv-73	8	5	piv	piv	NOUN
ispiv-73	8	6	snapshots	snapshot	NOUN
ispiv-73	8	7	were	be	AUX
ispiv-73	8	8	acquired	acquire	VERB
ispiv-73	8	9	in	in	ADP
ispiv-73	8	10	the	the	DET
ispiv-73	8	11	experiment	experiment	NOUN
ispiv-73	8	12	.	.	PUNCT
ispiv-73	9	1	the	the	DET
ispiv-73	9	2	potential	potential	NOUN
ispiv-73	9	3	of	of	ADP
ispiv-73	9	4	ml	ml	NOUN
ispiv-73	9	5	-	-	PUNCT
ispiv-73	9	6	based	base	VERB
ispiv-73	9	7	techniques	technique	NOUN
ispiv-73	9	8	to	to	PART
ispiv-73	9	9	tackle	tackle	VERB
ispiv-73	9	10	problems	problem	NOUN
ispiv-73	9	11	in	in	ADP
ispiv-73	9	12	fluid	fluid	ADJ
ispiv-73	9	13	dynamics	dynamic	NOUN
ispiv-73	9	14	has	have	AUX
ispiv-73	9	15	been	be	AUX
ispiv-73	9	16	justified	justify	VERB
ispiv-73	9	17	in	in	ADP
ispiv-73	9	18	[	[	X
ispiv-73	9	19	1	1	NUM
ispiv-73	9	20	;	;	PUNCT
ispiv-73	9	21	2	2	NUM
ispiv-73	9	22	]	]	PUNCT
ispiv-73	9	23	.	.	PUNCT
ispiv-73	10	1	in	in	ADP
ispiv-73	10	2	this	this	DET
ispiv-73	10	3	work	work	NOUN
ispiv-73	10	4	a	a	DET
ispiv-73	10	5	ml	ml	X
ispiv-73	10	6	estimation	estimation	NOUN
ispiv-73	10	7	approach	approach	NOUN
ispiv-73	10	8	was	be	AUX
ispiv-73	10	9	applied	apply	VERB
ispiv-73	10	10	to	to	PART
ispiv-73	10	11	estimate	estimate	VERB
ispiv-73	10	12	tr	tr	VERB
ispiv-73	10	13	velocity	velocity	NOUN
ispiv-73	10	14	from	from	ADP
ispiv-73	10	15	the	the	DET
ispiv-73	10	16	experimental	experimental	ADJ
ispiv-73	10	17	dataset	dataset	NOUN
ispiv-73	10	18	(	(	PUNCT
ispiv-73	10	19	see	see	VERB
ispiv-73	10	20	figure	figure	NOUN
ispiv-73	10	21	1(b	1(b	NUM
ispiv-73	10	22	)	)	PUNCT
ispiv-73	10	23	)	)	PUNCT
ispiv-73	10	24	.	.	PUNCT
ispiv-73	11	1	with	with	ADP
ispiv-73	11	2	the	the	DET
ispiv-73	11	3	application	application	NOUN
ispiv-73	11	4	of	of	ADP
ispiv-73	11	5	the	the	DET
ispiv-73	11	6	snapshot	snapshot	ADJ
ispiv-73	11	7	pod	pod	NOUN
ispiv-73	12	1	[	[	X
ispiv-73	12	2	3	3	NUM
ispiv-73	12	3	]	]	PUNCT
ispiv-73	12	4	,	,	PUNCT
ispiv-73	12	5	the	the	DET
ispiv-73	12	6	dominant	dominant	ADJ
ispiv-73	12	7	spatial	spatial	ADJ
ispiv-73	12	8	features	feature	NOUN
ispiv-73	12	9	of	of	ADP
ispiv-73	12	10	velocity	velocity	NOUN
ispiv-73	12	11	were	be	AUX
ispiv-73	12	12	represented	represent	VERB
ispiv-73	12	13	by	by	ADP
ispiv-73	12	14	the	the	DET
ispiv-73	12	15	leading	lead	VERB
ispiv-73	12	16	pod	pod	NOUN
ispiv-73	12	17	modes	mode	NOUN
ispiv-73	12	18	,	,	PUNCT
ispiv-73	12	19	which	which	DET
ispiv-73	12	20	shifts	shift	NOUN
ispiv-73	12	21	the	the	DET
ispiv-73	12	22	focus	focus	NOUN
ispiv-73	12	23	onto	onto	ADP
ispiv-73	12	24	the	the	DET
ispiv-73	12	25	estimation	estimation	NOUN
ispiv-73	12	26	of	of	ADP
ispiv-73	12	27	tr	tr	VERB
ispiv-73	12	28	-	-	ADJ
ispiv-73	12	29	pod	pod	ADJ
ispiv-73	12	30	expansion	expansion	NOUN
ispiv-73	12	31	coefficients	coefficient	NOUN
ispiv-73	12	32	from	from	ADP
ispiv-73	12	33	time	time	NOUN
ispiv-73	12	34	-	-	PUNCT
ispiv-73	12	35	lagged	lag	VERB
ispiv-73	12	36	pressure	pressure	NOUN
ispiv-73	12	37	using	use	VERB
ispiv-73	12	38	proper	proper	ADJ
ispiv-73	12	39	input	input	NOUN
ispiv-73	12	40	-	-	PUNCT
ispiv-73	12	41	output	output	NOUN
ispiv-73	12	42	models	model	NOUN
ispiv-73	12	43	.	.	PUNCT
ispiv-73	13	1	two	two	NUM
ispiv-73	13	2	neural	neural	ADJ
ispiv-73	13	3	network	network	NOUN
ispiv-73	13	4	(	(	PUNCT
ispiv-73	13	5	nn	nn	NOUN
ispiv-73	13	6	)	)	PUNCT
ispiv-73	13	7	architectures	architecture	NOUN
ispiv-73	13	8	were	be	AUX
ispiv-73	13	9	proposed	propose	VERB
ispiv-73	13	10	to	to	PART
ispiv-73	13	11	implement	implement	VERB
ispiv-73	13	12	the	the	DET
ispiv-73	13	13	model	model	NOUN
ispiv-73	13	14	.	.	PUNCT
ispiv-73	14	1	the	the	DET
ispiv-73	14	2	first	first	ADJ
ispiv-73	14	3	model	model	NOUN
ispiv-73	14	4	is	be	AUX
ispiv-73	14	5	a	a	DET
ispiv-73	14	6	multi	multi	ADJ
ispiv-73	14	7	-	-	ADJ
ispiv-73	14	8	layer	layer	ADJ
ispiv-73	14	9	perceptron	perceptron	NOUN
ispiv-73	14	10	(	(	PUNCT
ispiv-73	14	11	mlp	mlp	PROPN
ispiv-73	14	12	)	)	PUNCT
ispiv-73	14	13	with	with	ADP
ispiv-73	14	14	two	two	NUM
ispiv-73	14	15	fully	fully	ADV
ispiv-73	14	16	connected	connected	ADJ
ispiv-73	14	17	hidden	hidden	ADJ
ispiv-73	14	18	layers	layer	NOUN
ispiv-73	14	19	.	.	PUNCT
ispiv-73	15	1	the	the	DET
ispiv-73	15	2	second	second	ADJ
ispiv-73	15	3	architecture	architecture	NOUN
ispiv-73	15	4	is	be	AUX
ispiv-73	15	5	composed	compose	VERB
ispiv-73	15	6	of	of	ADP
ispiv-73	15	7	a	a	DET
ispiv-73	15	8	two	two	NUM
ispiv-73	15	9	-	-	PUNCT
ispiv-73	15	10	layered	layer	VERB
ispiv-73	15	11	bidirectional	bidirectional	ADJ
ispiv-73	15	12	long	long	ADJ
ispiv-73	15	13	-	-	PUNCT
ispiv-73	15	14	short	short	ADJ
ispiv-73	15	15	-	-	PUNCT
ispiv-73	15	16	term	term	NOUN
ispiv-73	15	17	-	-	PUNCT
ispiv-73	15	18	memory	memory	NOUN
ispiv-73	15	19	(	(	PUNCT
ispiv-73	15	20	bi	bi	NOUN
ispiv-73	15	21	-	-	ADJ
ispiv-73	15	22	lstm	lstm	ADJ
ispiv-73	15	23	)	)	PUNCT
ispiv-73	15	24	and	and	CCONJ
ispiv-73	15	25	an	an	DET
ispiv-73	15	26	output	output	NOUN
ispiv-73	15	27	layer	layer	NOUN
ispiv-73	15	28	stemming	stem	VERB
ispiv-73	15	29	from	from	ADP
ispiv-73	15	30	the	the	DET
ispiv-73	15	31	hidden	hide	VERB
ispiv-73	15	32	layer	layer	NOUN
ispiv-73	15	33	output	output	NOUN
ispiv-73	15	34	at	at	ADP
ispiv-73	15	35	the	the	DET
ispiv-73	15	36	laser	laser	NOUN
ispiv-73	15	37	burst	burst	ADJ
ispiv-73	15	38	time	time	NOUN
ispiv-73	15	39	.	.	PUNCT
ispiv-73	16	1	the	the	DET
ispiv-73	16	2	time	time	NOUN
ispiv-73	16	3	-	-	PUNCT
ispiv-73	16	4	dependent	dependent	ADJ
ispiv-73	16	5	parameter	parameter	NOUN
ispiv-73	16	6	transmission	transmission	NOUN
ispiv-73	16	7	mechanism	mechanism	NOUN
ispiv-73	16	8	makes	make	VERB
ispiv-73	16	9	bi	bi	ADJ
ispiv-73	16	10	-	-	ADJ
ispiv-73	16	11	lstm	lstm	ADJ
ispiv-73	16	12	effective	effective	ADJ
ispiv-73	16	13	to	to	PART
ispiv-73	16	14	distill	distill	VERB
ispiv-73	16	15	information	information	NOUN
ispiv-73	16	16	from	from	ADP
ispiv-73	16	17	past	past	ADJ
ispiv-73	16	18	and	and	CCONJ
ispiv-73	16	19	future	future	ADJ
ispiv-73	16	20	time	time	NOUN
ispiv-73	16	21	steps	step	NOUN
ispiv-73	16	22	.	.	PUNCT
ispiv-73	17	1	an	an	DET
ispiv-73	17	2	iterative	iterative	NOUN
ispiv-73	17	3	regression	regression	NOUN
ispiv-73	17	4	approach	approach	NOUN
ispiv-73	17	5	was	be	AUX
ispiv-73	17	6	utilized	utilize	VERB
ispiv-73	17	7	to	to	PART
ispiv-73	17	8	train	train	VERB
ispiv-73	17	9	the	the	DET
ispiv-73	17	10	models	model	NOUN
ispiv-73	17	11	until	until	ADP
ispiv-73	17	12	convergence	convergence	NOUN
ispiv-73	17	13	.	.	PUNCT
ispiv-73	18	1	tr	tr	VERB
ispiv-73	18	2	-	-	ADJ
ispiv-73	18	3	pod	pod	ADJ
ispiv-73	18	4	expansion	expansion	NOUN
ispiv-73	18	5	coefficients	coefficient	NOUN
ispiv-73	18	6	were	be	AUX
ispiv-73	18	7	estimated	estimate	VERB
ispiv-73	18	8	by	by	ADP
ispiv-73	18	9	feeding	feed	VERB
ispiv-73	18	10	continuous	continuous	ADJ
ispiv-73	18	11	pressure	pressure	NOUN
ispiv-73	18	12	signals	signal	NOUN
ispiv-73	18	13	to	to	ADP
ispiv-73	18	14	the	the	DET
ispiv-73	18	15	trained	train	VERB
ispiv-73	18	16	networks	network	NOUN
ispiv-73	18	17	,	,	PUNCT
ispiv-73	18	18	from	from	ADP
ispiv-73	18	19	which	which	DET
ispiv-73	18	20	velocity	velocity	NOUN
ispiv-73	18	21	was	be	AUX
ispiv-73	18	22	reconstructed	reconstruct	VERB
ispiv-73	18	23	in	in	ADP
ispiv-73	18	24	combination	combination	NOUN
ispiv-73	18	25	with	with	ADP
ispiv-73	18	26	the	the	DET
ispiv-73	18	27	pod	pod	ADJ
ispiv-73	18	28	spatial	spatial	ADJ
ispiv-73	18	29	eigenfunctions	eigenfunction	NOUN
ispiv-73	18	30	.	.	PUNCT
ispiv-73	19	1	(	(	PUNCT
ispiv-73	19	2	a	a	X
ispiv-73	19	3	)	)	PUNCT
ispiv-73	19	4	experimental	experimental	ADJ
ispiv-73	19	5	setup	setup	NOUN
ispiv-73	19	6	of	of	ADP
ispiv-73	19	7	inflow	inflow	NOUN
ispiv-73	19	8	pressure	pressure	NOUN
ispiv-73	19	9	measurements	measurement	NOUN
ispiv-73	19	10	synchronized	synchronize	VERB
ispiv-73	19	11	with	with	ADP
ispiv-73	19	12	piv	piv	NOUN
ispiv-73	19	13	(	(	PUNCT
ispiv-73	19	14	b	b	NOUN
ispiv-73	19	15	)	)	PUNCT
ispiv-73	19	16	overview	overview	NOUN
ispiv-73	19	17	of	of	ADP
ispiv-73	19	18	velocity	velocity	NOUN
ispiv-73	19	19	estimation	estimation	NOUN
ispiv-73	19	20	from	from	ADP
ispiv-73	19	21	pressure	pressure	NOUN
ispiv-73	19	22	inputs	input	NOUN
ispiv-73	19	23	figure	figure	NOUN
ispiv-73	19	24	1	1	NUM
ispiv-73	19	25	:	:	PUNCT
ispiv-73	19	26	time	time	NOUN
ispiv-73	19	27	-	-	PUNCT
ispiv-73	19	28	resolved	resolve	VERB
ispiv-73	19	29	velocity	velocity	NOUN
ispiv-73	19	30	estimation	estimation	NOUN
ispiv-73	19	31	from	from	ADP
ispiv-73	19	32	inflow	inflow	NOUN
ispiv-73	19	33	pressure	pressure	NOUN
ispiv-73	19	34	synchronized	synchronize	VERB
ispiv-73	19	35	measured	measure	VERB
ispiv-73	19	36	with	with	ADP
ispiv-73	19	37	piv	piv	NOUN
ispiv-73	19	38	.	.	PUNCT
ispiv-73	20	1	(	(	PUNCT
ispiv-73	20	2	a	a	X
ispiv-73	20	3	)	)	PUNCT
ispiv-73	20	4	r	r	NOUN
ispiv-73	20	5	/	/	SYM
ispiv-73	20	6	d	d	NOUN
ispiv-73	20	7	=	=	SYM
ispiv-73	20	8	0	0	NUM
ispiv-73	20	9	(	(	PUNCT
ispiv-73	20	10	b	b	NOUN
ispiv-73	20	11	)	)	PUNCT
ispiv-73	20	12	r	r	NOUN
ispiv-73	20	13	/	/	SYM
ispiv-73	20	14	d	d	NOUN
ispiv-73	20	15	=	=	SYM
ispiv-73	20	16	0.5	0.5	NUM
ispiv-73	20	17	(	(	PUNCT
ispiv-73	20	18	c	c	NOUN
ispiv-73	20	19	)	)	PUNCT
ispiv-73	20	20	real	real	ADJ
ispiv-73	20	21	-	-	PUNCT
ispiv-73	20	22	time	time	NOUN
ispiv-73	20	23	estimation	estimation	NOUN
ispiv-73	20	24	with	with	ADP
ispiv-73	20	25	2d	2d	NOUN
ispiv-73	20	26	vorticity	vorticity	NOUN
ispiv-73	20	27	(	(	PUNCT
ispiv-73	20	28	ω	ω	PROPN
ispiv-73	20	29	d	d	NOUN
ispiv-73	20	30	u∞	u∞	NOUN
ispiv-73	20	31	)	)	PUNCT
ispiv-73	20	32	contours	contours	NOUN
ispiv-73	20	33	and	and	CCONJ
ispiv-73	20	34	velocity	velocity	NOUN
ispiv-73	20	35	vectors	vector	NOUN
ispiv-73	20	36	figure	figure	VERB
ispiv-73	20	37	2	2	NUM
ispiv-73	20	38	:	:	PUNCT
ispiv-73	20	39	(	(	PUNCT
ispiv-73	20	40	a),(b	a),(b	NOUN
ispiv-73	20	41	):	):	PUNCT
ispiv-73	20	42	a	a	DET
ispiv-73	20	43	comparison	comparison	NOUN
ispiv-73	20	44	of	of	ADP
ispiv-73	20	45	velocity	velocity	NOUN
ispiv-73	20	46	spectra	spectra	NOUN
ispiv-73	20	47	at	at	ADP
ispiv-73	20	48	x	x	X
ispiv-73	20	49	/	/	SYM
ispiv-73	20	50	d	d	NOUN
ispiv-73	20	51	=	=	SYM
ispiv-73	20	52	6	6	NUM
ispiv-73	20	53	from	from	ADP
ispiv-73	20	54	nn	nn	PROPN
ispiv-73	20	55	architectures	architecture	NOUN
ispiv-73	20	56	,	,	PUNCT
ispiv-73	20	57	stochastic	stochastic	ADJ
ispiv-73	20	58	estimation	estimation	NOUN
ispiv-73	20	59	,	,	PUNCT
ispiv-73	20	60	and	and	CCONJ
ispiv-73	20	61	howtire	howtire	NOUN
ispiv-73	20	62	measurements	measurement	NOUN
ispiv-73	20	63	;	;	PUNCT
ispiv-73	20	64	(	(	PUNCT
ispiv-73	20	65	c	c	X
ispiv-73	20	66	):	):	PUNCT
ispiv-73	20	67	instantaneous	instantaneous	ADJ
ispiv-73	20	68	flow	flow	NOUN
ispiv-73	20	69	reconstruction	reconstruction	NOUN
ispiv-73	20	70	from	from	ADP
ispiv-73	20	71	bi	bi	NOUN
ispiv-73	20	72	-	-	ADJ
ispiv-73	20	73	lstm	lstm	ADJ
ispiv-73	20	74	.	.	PUNCT
ispiv-73	21	1	figures	figure	NOUN
ispiv-73	21	2	2(a	2(a	NUM
ispiv-73	21	3	)	)	PUNCT
ispiv-73	21	4	and	and	CCONJ
ispiv-73	21	5	2(b	2(b	NUM
ispiv-73	21	6	)	)	PUNCT
ispiv-73	21	7	display	display	VERB
ispiv-73	21	8	the	the	DET
ispiv-73	21	9	streamwise	streamwise	PROPN
ispiv-73	21	10	velocity	velocity	NOUN
ispiv-73	21	11	spectra	spectra	PROPN
ispiv-73	21	12	estimated	estimate	VERB
ispiv-73	21	13	from	from	ADP
ispiv-73	21	14	nn	nn	PROPN
ispiv-73	21	15	architectures	architecture	NOUN
ispiv-73	21	16	using	use	VERB
ispiv-73	21	17	the	the	DET
ispiv-73	21	18	first	first	ADJ
ispiv-73	21	19	50	50	NUM
ispiv-73	21	20	pod	pod	NOUN
ispiv-73	21	21	modes	mode	NOUN
ispiv-73	21	22	,	,	PUNCT
ispiv-73	21	23	with	with	ADP
ispiv-73	21	24	the	the	DET
ispiv-73	21	25	results	result	NOUN
ispiv-73	21	26	compared	compare	VERB
ispiv-73	21	27	to	to	ADP
ispiv-73	21	28	ones	one	NOUN
ispiv-73	21	29	from	from	ADP
ispiv-73	21	30	spectral	spectral	ADJ
ispiv-73	21	31	linear	linear	PROPN
ispiv-73	21	32	stochastic	stochastic	NOUN
ispiv-73	21	33	estimation	estimation	NOUN
ispiv-73	21	34	(	(	PUNCT
ispiv-73	21	35	slse	slse	NOUN
ispiv-73	21	36	)	)	PUNCT
ispiv-73	22	1	[	[	X
ispiv-73	22	2	4	4	X
ispiv-73	22	3	]	]	PUNCT
ispiv-73	22	4	and	and	CCONJ
ispiv-73	22	5	hotwire	hotwire	ADJ
ispiv-73	22	6	measurements	measurement	NOUN
ispiv-73	22	7	at	at	ADP
ispiv-73	22	8	same	same	ADJ
ispiv-73	22	9	locations	location	NOUN
ispiv-73	22	10	.	.	PUNCT
ispiv-73	23	1	both	both	DET
ispiv-73	23	2	nn	nn	PROPN
ispiv-73	23	3	schemes	scheme	NOUN
ispiv-73	23	4	are	be	AUX
ispiv-73	23	5	capable	capable	ADJ
ispiv-73	23	6	of	of	ADP
ispiv-73	23	7	highlighting	highlight	VERB
ispiv-73	23	8	the	the	DET
ispiv-73	23	9	broadband	broadband	NOUN
ispiv-73	23	10	peak	peak	NOUN
ispiv-73	23	11	at	at	ADP
ispiv-73	23	12	low	low	ADJ
ispiv-73	23	13	strouhal	strouhal	NOUN
ispiv-73	23	14	numbers	number	NOUN
ispiv-73	23	15	.	.	PUNCT
ispiv-73	24	1	the	the	DET
ispiv-73	24	2	unique	unique	ADJ
ispiv-73	24	3	advantage	advantage	NOUN
ispiv-73	24	4	of	of	ADP
ispiv-73	24	5	bi	bi	ADJ
ispiv-73	24	6	-	-	ADJ
ispiv-73	24	7	lstm	lstm	ADJ
ispiv-73	24	8	architecture	architecture	NOUN
ispiv-73	24	9	is	be	AUX
ispiv-73	24	10	featured	feature	VERB
ispiv-73	24	11	in	in	ADP
ispiv-73	24	12	the	the	DET
ispiv-73	24	13	attenuation	attenuation	NOUN
ispiv-73	24	14	of	of	ADP
ispiv-73	24	15	high	high	ADJ
ispiv-73	24	16	frequency	frequency	NOUN
ispiv-73	24	17	noise	noise	NOUN
ispiv-73	24	18	with	with	ADP
ispiv-73	24	19	a	a	DET
ispiv-73	24	20	rapid	rapid	ADJ
ispiv-73	24	21	roll	roll	NOUN
ispiv-73	24	22	-	-	PUNCT
ispiv-73	24	23	off	off	NOUN
ispiv-73	24	24	.	.	PUNCT
ispiv-73	25	1	time	time	NOUN
ispiv-73	25	2	-	-	PUNCT
ispiv-73	25	3	resolved	resolve	VERB
ispiv-73	25	4	velocity	velocity	NOUN
ispiv-73	25	5	reconstruction	reconstruction	NOUN
ispiv-73	25	6	from	from	ADP
ispiv-73	25	7	the	the	DET
ispiv-73	25	8	bilstm	bilstm	NOUN
ispiv-73	25	9	architecture	architecture	NOUN
ispiv-73	25	10	is	be	AUX
ispiv-73	25	11	exhibited	exhibit	VERB
ispiv-73	25	12	in	in	ADP
ispiv-73	25	13	figure	figure	NOUN
ispiv-73	25	14	2(c	2(c	NUM
ispiv-73	25	15	)	)	PUNCT
ispiv-73	25	16	,	,	PUNCT
ispiv-73	25	17	where	where	SCONJ
ispiv-73	25	18	the	the	DET
ispiv-73	25	19	streamwise	streamwise	NOUN
ispiv-73	25	20	convection	convection	NOUN
ispiv-73	25	21	of	of	ADP
ispiv-73	25	22	coherent	coherent	ADJ
ispiv-73	25	23	structures	structure	NOUN
ispiv-73	25	24	inside	inside	ADP
ispiv-73	25	25	the	the	DET
ispiv-73	25	26	jet	jet	NOUN
ispiv-73	25	27	mixing	mix	VERB
ispiv-73	25	28	layer	layer	NOUN
ispiv-73	25	29	is	be	AUX
ispiv-73	25	30	observed	observe	VERB
ispiv-73	25	31	as	as	ADV
ispiv-73	25	32	well	well	ADV
ispiv-73	25	33	as	as	ADP
ispiv-73	25	34	the	the	DET
ispiv-73	25	35	formation	formation	NOUN
ispiv-73	25	36	of	of	ADP
ispiv-73	25	37	larger	large	ADJ
ispiv-73	25	38	eddies	eddy	NOUN
ispiv-73	25	39	downstream	downstream	NOUN
ispiv-73	25	40	of	of	ADP
ispiv-73	25	41	the	the	DET
ispiv-73	25	42	jet	jet	NOUN
ispiv-73	25	43	potential	potential	ADJ
ispiv-73	25	44	core	core	NOUN
ispiv-73	25	45	.	.	PUNCT
ispiv-73	26	1	the	the	DET
ispiv-73	26	2	estimation	estimation	NOUN
ispiv-73	26	3	result	result	NOUN
ispiv-73	26	4	represents	represent	VERB
ispiv-73	26	5	the	the	DET
ispiv-73	26	6	space	space	NOUN
ispiv-73	26	7	-	-	PUNCT
ispiv-73	26	8	time	time	NOUN
ispiv-73	26	9	dynamics	dynamic	NOUN
ispiv-73	26	10	of	of	ADP
ispiv-73	26	11	the	the	DET
ispiv-73	26	12	acoustic	acoustic	ADJ
ispiv-73	26	13	sources	source	NOUN
ispiv-73	26	14	in	in	ADP
ispiv-73	26	15	the	the	DET
ispiv-73	26	16	jet	jet	NOUN
ispiv-73	26	17	mixing	mix	VERB
ispiv-73	26	18	layer	layer	NOUN
ispiv-73	26	19	,	,	PUNCT
ispiv-73	26	20	and	and	CCONJ
ispiv-73	26	21	is	be	AUX
ispiv-73	26	22	of	of	ADP
ispiv-73	26	23	great	great	ADJ
ispiv-73	26	24	importance	importance	NOUN
ispiv-73	26	25	to	to	PART
ispiv-73	26	26	enhance	enhance	VERB
ispiv-73	26	27	the	the	DET
ispiv-73	26	28	understanding	understanding	NOUN
ispiv-73	26	29	of	of	ADP
ispiv-73	26	30	the	the	DET
ispiv-73	26	31	noise	noise	NOUN
ispiv-73	26	32	generation	generation	NOUN
ispiv-73	26	33	mechanism	mechanism	NOUN
ispiv-73	26	34	.	.	PUNCT
ispiv-73	27	1	acknowledgements	acknowledgement	VERB
ispiv-73	27	2	the	the	DET
ispiv-73	27	3	authors	author	NOUN
ispiv-73	27	4	at	at	ADP
ispiv-73	27	5	the	the	DET
ispiv-73	27	6	university	university	PROPN
ispiv-73	27	7	of	of	ADP
ispiv-73	27	8	florida	florida	PROPN
ispiv-73	27	9	acknowledge	acknowledge	VERB
ispiv-73	27	10	the	the	DET
ispiv-73	27	11	support	support	NOUN
ispiv-73	27	12	of	of	ADP
ispiv-73	27	13	nsf	nsf	PROPN
ispiv-73	27	14	under	under	ADP
ispiv-73	27	15	award	award	NOUN
ispiv-73	27	16	cbet-1704768	cbet-1704768	NOUN
ispiv-73	27	17	.	.	PUNCT
ispiv-73	28	1	references	reference	NOUN
ispiv-73	28	2	[	[	X
ispiv-73	28	3	1	1	NUM
ispiv-73	28	4	]	]	X
ispiv-73	28	5	mohan	mohan	PROPN
ispiv-73	28	6	,	,	PUNCT
ispiv-73	28	7	a.	a.	NOUN
ispiv-73	28	8	t.	t.	PROPN
ispiv-73	28	9	,	,	PUNCT
ispiv-73	28	10	and	and	CCONJ
ispiv-73	28	11	gaitonde	gaitonde	NOUN
ispiv-73	28	12	,	,	PUNCT
ispiv-73	28	13	d.	d.	PROPN
ispiv-73	28	14	v.	v.	PROPN
ispiv-73	28	15	,	,	PUNCT
ispiv-73	28	16	“	"	PUNCT
ispiv-73	28	17	a	a	DET
ispiv-73	28	18	deep	deep	ADJ
ispiv-73	28	19	learning	learning	NOUN
ispiv-73	28	20	based	base	VERB
ispiv-73	28	21	approach	approach	NOUN
ispiv-73	28	22	to	to	ADP
ispiv-73	28	23	reduced	reduce	VERB
ispiv-73	28	24	order	order	NOUN
ispiv-73	28	25	modeling	modeling	NOUN
ispiv-73	28	26	for	for	ADP
ispiv-73	28	27	turbulent	turbulent	ADJ
ispiv-73	28	28	flow	flow	NOUN
ispiv-73	28	29	control	control	NOUN
ispiv-73	28	30	using	use	VERB
ispiv-73	28	31	lstm	lstm	ADJ
ispiv-73	28	32	neural	neural	ADJ
ispiv-73	28	33	networks	network	NOUN
ispiv-73	28	34	,	,	PUNCT
ispiv-73	28	35	”	"	PUNCT
ispiv-73	28	36	arxiv:1804.09269	arxiv:1804.09269	NOUN
ispiv-73	28	37	,	,	PUNCT
ispiv-73	28	38	2018	2018	NUM
ispiv-73	28	39	.	.	PUNCT
ispiv-73	29	1	[	[	X
ispiv-73	29	2	2	2	NUM
ispiv-73	29	3	]	]	X
ispiv-73	29	4	brunton	brunton	PROPN
ispiv-73	29	5	,	,	PUNCT
ispiv-73	29	6	s.	s.	PROPN
ispiv-73	29	7	l.	l.	PROPN
ispiv-73	29	8	,	,	PUNCT
ispiv-73	29	9	noack	noack	VERB
ispiv-73	29	10	,	,	PUNCT
ispiv-73	29	11	b.	b.	PROPN
ispiv-73	29	12	r.	r.	PROPN
ispiv-73	29	13	,	,	PUNCT
ispiv-73	29	14	and	and	CCONJ
ispiv-73	29	15	koumoutsakos	koumoutsakos	NOUN
ispiv-73	29	16	,	,	PUNCT
ispiv-73	29	17	p.	p.	NOUN
ispiv-73	29	18	,	,	PUNCT
ispiv-73	29	19	“	"	PUNCT
ispiv-73	29	20	machine	machine	NOUN
ispiv-73	29	21	learning	learning	NOUN
ispiv-73	29	22	for	for	ADP
ispiv-73	29	23	fluid	fluid	ADJ
ispiv-73	29	24	mechanics	mechanic	NOUN
ispiv-73	29	25	,	,	PUNCT
ispiv-73	29	26	”	"	PUNCT
ispiv-73	29	27	annual	annual	ADJ
ispiv-73	29	28	review	review	NOUN
ispiv-73	29	29	of	of	ADP
ispiv-73	29	30	fluid	fluid	ADJ
ispiv-73	29	31	mechanics	mechanic	NOUN
ispiv-73	29	32	,	,	PUNCT
ispiv-73	29	33	vol	vol	NOUN
ispiv-73	29	34	.	.	PROPN
ispiv-73	29	35	52	52	NUM
ispiv-73	29	36	,	,	PUNCT
ispiv-73	29	37	no	no	INTJ
ispiv-73	29	38	.	.	NOUN
ispiv-73	29	39	1	1	NUM
ispiv-73	29	40	,	,	PUNCT
ispiv-73	29	41	2020	2020	NUM
ispiv-73	29	42	,	,	PUNCT
ispiv-73	29	43	pp	pp	ADV
ispiv-73	29	44	.	.	PUNCT
ispiv-73	30	1	477–508	477–508	NUM
ispiv-73	30	2	.	.	PUNCT
ispiv-73	31	1	[	[	X
ispiv-73	31	2	3	3	X
ispiv-73	31	3	]	]	PUNCT
ispiv-73	31	4	sirovich	sirovich	PROPN
ispiv-73	31	5	,	,	PUNCT
ispiv-73	31	6	l.	l.	PROPN
ispiv-73	31	7	,	,	PUNCT
ispiv-73	31	8	“	"	PUNCT
ispiv-73	31	9	turbulence	turbulence	NOUN
ispiv-73	31	10	and	and	CCONJ
ispiv-73	31	11	the	the	DET
ispiv-73	31	12	dynamics	dynamic	NOUN
ispiv-73	31	13	of	of	ADP
ispiv-73	31	14	coherent	coherent	ADJ
ispiv-73	31	15	structures	structure	NOUN
ispiv-73	31	16	part	part	NOUN
ispiv-73	32	1	i	i	NOUN
ispiv-73	32	2	:	:	PUNCT
ispiv-73	32	3	coherent	coherent	ADJ
ispiv-73	32	4	structures	structure	NOUN
ispiv-73	32	5	,	,	PUNCT
ispiv-73	32	6	”	"	PUNCT
ispiv-73	32	7	quarterly	quarterly	ADJ
ispiv-73	32	8	of	of	ADP
ispiv-73	32	9	applied	applied	ADJ
ispiv-73	32	10	mathematics	mathematic	NOUN
ispiv-73	32	11	,	,	PUNCT
ispiv-73	32	12	vol	vol	NOUN
ispiv-73	32	13	.	.	PROPN
ispiv-73	33	1	45	45	NUM
ispiv-73	33	2	,	,	PUNCT
ispiv-73	33	3	no	no	INTJ
ispiv-73	33	4	.	.	NOUN
ispiv-73	33	5	3	3	NUM
ispiv-73	33	6	,	,	PUNCT
ispiv-73	33	7	1987	1987	NUM
ispiv-73	33	8	,	,	PUNCT
ispiv-73	33	9	pp	pp	ADP
ispiv-73	33	10	.	.	PUNCT
ispiv-73	34	1	561–571	561–571	NUM
ispiv-73	34	2	.	.	PUNCT
ispiv-73	35	1	[	[	X
ispiv-73	35	2	4	4	NUM
ispiv-73	35	3	]	]	X
ispiv-73	35	4	tinney	tinney	NOUN
ispiv-73	35	5	,	,	PUNCT
ispiv-73	35	6	c.	c.	PROPN
ispiv-73	35	7	,	,	PUNCT
ispiv-73	35	8	coiffet	coiffet	PROPN
ispiv-73	35	9	,	,	PUNCT
ispiv-73	35	10	f.	f.	PROPN
ispiv-73	35	11	,	,	PUNCT
ispiv-73	35	12	delville	delville	PROPN
ispiv-73	35	13	,	,	PUNCT
ispiv-73	35	14	j.	j.	PROPN
ispiv-73	35	15	,	,	PUNCT
ispiv-73	35	16	hall	hall	PROPN
ispiv-73	35	17	,	,	PUNCT
ispiv-73	35	18	a.	a.	PROPN
ispiv-73	35	19	,	,	PUNCT
ispiv-73	35	20	jordan	jordan	PROPN
ispiv-73	35	21	,	,	PUNCT
ispiv-73	35	22	p.	p.	PROPN
ispiv-73	35	23	,	,	PUNCT
ispiv-73	35	24	and	and	CCONJ
ispiv-73	35	25	glauser	glauser	NOUN
ispiv-73	35	26	,	,	PUNCT
ispiv-73	35	27	m.	m.	NOUN
ispiv-73	35	28	,	,	PUNCT
ispiv-73	35	29	“	"	PUNCT
ispiv-73	35	30	on	on	ADP
ispiv-73	35	31	spectral	spectral	ADJ
ispiv-73	35	32	linear	linear	PROPN
ispiv-73	35	33	stochastic	stochastic	NOUN
ispiv-73	35	34	estimation	estimation	NOUN
ispiv-73	35	35	,	,	PUNCT
ispiv-73	35	36	”	"	PUNCT
ispiv-73	35	37	experiments	experiment	NOUN
ispiv-73	35	38	in	in	ADP
ispiv-73	35	39	fluids	fluid	NOUN
ispiv-73	35	40	,	,	PUNCT
ispiv-73	35	41	vol	vol	NOUN
ispiv-73	35	42	.	.	PROPN
ispiv-73	35	43	41	41	NUM
ispiv-73	35	44	,	,	PUNCT
ispiv-73	35	45	no	no	INTJ
ispiv-73	35	46	.	.	NOUN
ispiv-73	35	47	5	5	NUM
ispiv-73	35	48	,	,	PUNCT
ispiv-73	35	49	2006	2006	NUM
ispiv-73	35	50	,	,	PUNCT
ispiv-73	35	51	pp	pp	ADV
ispiv-73	35	52	.	.	PUNCT
ispiv-73	36	1	763–775	763–775	NUM
ispiv-73	36	2	.	.	PUNCT