id	sid	tid	token	lemma	pos
iogr-1203	1	1	copyright	copyright	NOUN
iogr-1203	1	2	©	©	ADP
iogr-1203	1	3	the	the	DET
iogr-1203	1	4	author(s	author(s	NOUN
iogr-1203	1	5	)	)	PUNCT
iogr-1203	1	6	.	.	PUNCT
iogr-1203	2	1	this	this	DET
iogr-1203	2	2	work	work	NOUN
iogr-1203	2	3	is	be	AUX
iogr-1203	2	4	licensed	license	VERB
iogr-1203	2	5	under	under	ADP
iogr-1203	2	6	a	a	DET
iogr-1203	2	7	creative	creative	ADJ
iogr-1203	2	8	commons	common	NOUN
iogr-1203	2	9	attribution	attribution	NOUN
iogr-1203	2	10	4.0	4.0	NUM
iogr-1203	2	11	international	international	ADJ
iogr-1203	2	12	license	license	NOUN
iogr-1203	2	13	.	.	PUNCT
iogr-1203	3	1	doi:10.14800	doi:10.14800	NOUN
iogr-1203	3	2	/	/	PUNCT
iogr-1203	4	1	iogr.1203	iogr.1203	NOUN
iogr-1203	4	2	received	receive	VERB
iogr-1203	4	3	may	may	PROPN
iogr-1203	4	4	1	1	NUM
iogr-1203	4	5	,	,	PUNCT
iogr-1203	4	6	2022	2022	NUM
iogr-1203	4	7	;	;	PUNCT
iogr-1203	4	8	revised	revise	VERB
iogr-1203	4	9	june	june	PROPN
iogr-1203	4	10	15	15	NUM
iogr-1203	4	11	,	,	PUNCT
iogr-1203	4	12	2022	2022	NUM
iogr-1203	4	13	;	;	PUNCT
iogr-1203	4	14	accepted	accept	VERB
iogr-1203	4	15	july	july	PROPN
iogr-1203	4	16	22	22	NUM
iogr-1203	4	17	,	,	PUNCT
iogr-1203	4	18	2022	2022	NUM
iogr-1203	4	19	.	.	PUNCT
iogr-1203	5	1	*	*	PUNCT
iogr-1203	5	2	corresponding	correspond	VERB
iogr-1203	5	3	author	author	NOUN
iogr-1203	5	4	:	:	PUNCT
iogr-1203	5	5	minh.vo@chevron.com	minh.vo@chevron.com	PROPN
iogr-1203	5	6	1	1	NUM
iogr-1203	5	7	smart	smart	ADJ
iogr-1203	5	8	seismic	seismic	ADJ
iogr-1203	5	9	modeling	model	VERB
iogr-1203	5	10	artificial	artificial	ADJ
iogr-1203	5	11	intelligence	intelligence	NOUN
iogr-1203	5	12	in	in	ADP
iogr-1203	5	13	the	the	DET
iogr-1203	5	14	petroleum	petroleum	NOUN
iogr-1203	5	15	industry	industry	NOUN
iogr-1203	5	16	binh	binh	PROPN
iogr-1203	5	17	nguyen	nguyen	PROPN
iogr-1203	5	18	kieu	kieu	PROPN
iogr-1203	5	19	and	and	CCONJ
iogr-1203	5	20	minh	minh	PROPN
iogr-1203	5	21	van	van	PROPN
iogr-1203	5	22	vo	vo	PROPN
iogr-1203	5	23	*	*	PROPN
iogr-1203	5	24	,	,	PUNCT
iogr-1203	5	25	unocal	unocal	PROPN
iogr-1203	5	26	east	east	PROPN
iogr-1203	5	27	china	china	PROPN
iogr-1203	5	28	sea	sea	PROPN
iogr-1203	5	29	ltd	ltd	PROPN
iogr-1203	5	30	,	,	PUNCT
iogr-1203	5	31	chengdu	chengdu	PROPN
iogr-1203	5	32	,	,	PUNCT
iogr-1203	5	33	china	china	PROPN
iogr-1203	5	34	abstract	abstract	PROPN
iogr-1203	5	35	vertical	vertical	ADJ
iogr-1203	5	36	seismic	seismic	ADJ
iogr-1203	5	37	profile	profile	NOUN
iogr-1203	5	38	(	(	PUNCT
iogr-1203	5	39	vsp	vsp	NOUN
iogr-1203	5	40	)	)	PUNCT
iogr-1203	5	41	data	datum	NOUN
iogr-1203	5	42	have	have	VERB
iogr-1203	5	43	many	many	ADJ
iogr-1203	5	44	known	know	VERB
iogr-1203	5	45	advantages	advantage	NOUN
iogr-1203	5	46	,	,	PUNCT
iogr-1203	5	47	if	if	SCONJ
iogr-1203	5	48	being	be	AUX
iogr-1203	5	49	compared	compare	VERB
iogr-1203	5	50	to	to	ADP
iogr-1203	5	51	seismic	seismic	ADJ
iogr-1203	5	52	data	datum	NOUN
iogr-1203	5	53	such	such	ADJ
iogr-1203	5	54	as	as	ADP
iogr-1203	5	55	broader	broad	ADJ
iogr-1203	5	56	bandwidth	bandwidth	ADJ
iogr-1203	5	57	,	,	PUNCT
iogr-1203	5	58	less	less	ADJ
iogr-1203	5	59	attenuation	attenuation	NOUN
iogr-1203	5	60	,	,	PUNCT
iogr-1203	5	61	clearer	clear	ADJ
iogr-1203	5	62	under	under	ADP
iogr-1203	5	63	well	well	ADV
iogr-1203	5	64	true	true	ADJ
iogr-1203	5	65	depth	depth	NOUN
iogr-1203	5	66	(	(	PUNCT
iogr-1203	5	67	td	td	NOUN
iogr-1203	5	68	)	)	PUNCT
iogr-1203	5	69	image	image	NOUN
iogr-1203	5	70	,	,	PUNCT
iogr-1203	5	71	multiple	multiple	ADJ
iogr-1203	5	72	noise	noise	NOUN
iogr-1203	5	73	differentiation	differentiation	NOUN
iogr-1203	5	74	,	,	PUNCT
iogr-1203	5	75	shear	shear	NOUN
iogr-1203	5	76	wave	wave	NOUN
iogr-1203	5	77	information	information	NOUN
iogr-1203	5	78	,	,	PUNCT
iogr-1203	5	79	direct	direct	ADJ
iogr-1203	5	80	attenuation	attenuation	NOUN
iogr-1203	5	81	and	and	CCONJ
iogr-1203	5	82	anisotropy	anisotropy	NOUN
iogr-1203	5	83	measurements	measurement	NOUN
iogr-1203	5	84	,	,	PUNCT
iogr-1203	5	85	higher	high	ADJ
iogr-1203	5	86	fidelity	fidelity	NOUN
iogr-1203	5	87	amplitude	amplitude	NOUN
iogr-1203	5	88	versus	versus	ADP
iogr-1203	5	89	offset	offset	X
iogr-1203	5	90	(	(	PUNCT
iogr-1203	5	91	avo	avo	ADJ
iogr-1203	5	92	)	)	PUNCT
iogr-1203	5	93	effect	effect	NOUN
iogr-1203	5	94	,	,	PUNCT
iogr-1203	5	95	etc	etc	X
iogr-1203	5	96	.	.	X
iogr-1203	5	97	in	in	ADP
iogr-1203	5	98	this	this	DET
iogr-1203	5	99	paper	paper	NOUN
iogr-1203	5	100	,	,	PUNCT
iogr-1203	5	101	we	we	PRON
iogr-1203	5	102	share	share	VERB
iogr-1203	5	103	the	the	DET
iogr-1203	5	104	bottom	bottom	NOUN
iogr-1203	5	105	-	-	PUNCT
iogr-1203	5	106	up	up	ADP
iogr-1203	5	107	approach	approach	NOUN
iogr-1203	5	108	that	that	PRON
iogr-1203	5	109	aims	aim	VERB
iogr-1203	5	110	to	to	PART
iogr-1203	5	111	maximize	maximize	VERB
iogr-1203	5	112	the	the	DET
iogr-1203	5	113	information	information	NOUN
iogr-1203	5	114	extracting	extract	VERB
iogr-1203	5	115	from	from	ADP
iogr-1203	5	116	borehole	borehole	NOUN
iogr-1203	5	117	seismic	seismic	NOUN
iogr-1203	5	118	,	,	PUNCT
iogr-1203	5	119	in	in	ADP
iogr-1203	5	120	conjunction	conjunction	NOUN
iogr-1203	5	121	with	with	ADP
iogr-1203	5	122	seismic	seismic	ADJ
iogr-1203	5	123	and	and	CCONJ
iogr-1203	5	124	well	well	ADV
iogr-1203	5	125	log	log	NOUN
iogr-1203	5	126	data	datum	NOUN
iogr-1203	5	127	,	,	PUNCT
iogr-1203	5	128	to	to	PART
iogr-1203	5	129	generate	generate	VERB
iogr-1203	5	130	a	a	DET
iogr-1203	5	131	geological	geological	ADJ
iogr-1203	5	132	model	model	NOUN
iogr-1203	5	133	by	by	ADP
iogr-1203	5	134	integrating	integrate	VERB
iogr-1203	5	135	full	full	ADJ
iogr-1203	5	136	wave	wave	NOUN
iogr-1203	5	137	-	-	PUNCT
iogr-1203	5	138	field	field	NOUN
iogr-1203	5	139	modeling	modeling	NOUN
iogr-1203	5	140	(	(	PUNCT
iogr-1203	5	141	fwm	fwm	NOUN
iogr-1203	5	142	)	)	PUNCT
iogr-1203	5	143	to	to	ADP
iogr-1203	5	144	deep	deep	ADJ
iogr-1203	5	145	learning	learning	NOUN
iogr-1203	5	146	techniques	technique	NOUN
iogr-1203	5	147	,	,	PUNCT
iogr-1203	5	148	called	call	VERB
iogr-1203	5	149	smart	smart	ADJ
iogr-1203	5	150	seismic	seismic	ADJ
iogr-1203	5	151	modeling	modeling	NOUN
iogr-1203	5	152	(	(	PUNCT
iogr-1203	5	153	ssm	ssm	NOUN
iogr-1203	5	154	)	)	PUNCT
iogr-1203	5	155	project	project	NOUN
iogr-1203	5	156	.	.	PUNCT
iogr-1203	6	1	the	the	DET
iogr-1203	6	2	study	study	NOUN
iogr-1203	6	3	starts	start	VERB
iogr-1203	6	4	using	use	VERB
iogr-1203	6	5	data	datum	NOUN
iogr-1203	6	6	at	at	ADP
iogr-1203	6	7	well	well	ADJ
iogr-1203	6	8	locations	location	NOUN
iogr-1203	6	9	,	,	PUNCT
iogr-1203	6	10	with	with	ADP
iogr-1203	6	11	vertical	vertical	ADJ
iogr-1203	6	12	seismic	seismic	ADJ
iogr-1203	6	13	profile	profile	NOUN
iogr-1203	6	14	(	(	PUNCT
iogr-1203	6	15	vsp	vsp	NOUN
iogr-1203	6	16	)	)	PUNCT
iogr-1203	6	17	forward	forward	ADV
iogr-1203	6	18	modeling	modeling	NOUN
iogr-1203	6	19	process	process	NOUN
iogr-1203	6	20	.	.	PUNCT
iogr-1203	7	1	the	the	DET
iogr-1203	7	2	2d	2d	PROPN
iogr-1203	7	3	rock	rock	PROPN
iogr-1203	7	4	physics	physics	PROPN
iogr-1203	7	5	model	model	NOUN
iogr-1203	7	6	is	be	AUX
iogr-1203	7	7	thus	thus	ADV
iogr-1203	7	8	built	build	VERB
iogr-1203	7	9	from	from	ADP
iogr-1203	7	10	the	the	DET
iogr-1203	7	11	prior	prior	ADJ
iogr-1203	7	12	well	well	NOUN
iogr-1203	7	13	logs	log	NOUN
iogr-1203	7	14	and	and	CCONJ
iogr-1203	7	15	the	the	DET
iogr-1203	7	16	major	major	ADJ
iogr-1203	7	17	interpreted	interpret	VERB
iogr-1203	7	18	seismic	seismic	ADJ
iogr-1203	7	19	horizons	horizon	NOUN
iogr-1203	7	20	and	and	CCONJ
iogr-1203	7	21	faults	fault	NOUN
iogr-1203	7	22	.	.	PUNCT
iogr-1203	8	1	by	by	ADP
iogr-1203	8	2	altering	alter	VERB
iogr-1203	8	3	rock	rock	NOUN
iogr-1203	8	4	-	-	PUNCT
iogr-1203	8	5	physics	physics	NOUN
iogr-1203	8	6	properties	property	NOUN
iogr-1203	8	7	values	value	NOUN
iogr-1203	8	8	and	and	CCONJ
iogr-1203	8	9	thickness	thickness	NOUN
iogr-1203	8	10	of	of	ADP
iogr-1203	8	11	each	each	DET
iogr-1203	8	12	layer	layer	NOUN
iogr-1203	8	13	,	,	PUNCT
iogr-1203	8	14	the	the	DET
iogr-1203	8	15	model	model	NOUN
iogr-1203	8	16	has	have	AUX
iogr-1203	8	17	been	be	AUX
iogr-1203	8	18	multiplied	multiply	VERB
iogr-1203	8	19	thousand	thousand	NUM
iogr-1203	8	20	times	time	NOUN
iogr-1203	8	21	.	.	PUNCT
iogr-1203	9	1	the	the	DET
iogr-1203	9	2	rock	rock	NOUN
iogr-1203	9	3	-	-	PUNCT
iogr-1203	9	4	physics	physics	NOUN
iogr-1203	9	5	models	model	NOUN
iogr-1203	9	6	and	and	CCONJ
iogr-1203	9	7	their	their	PRON
iogr-1203	9	8	simulated	simulated	ADJ
iogr-1203	9	9	seismic	seismic	ADJ
iogr-1203	9	10	traces	trace	NOUN
iogr-1203	9	11	are	be	AUX
iogr-1203	9	12	fed	feed	VERB
iogr-1203	9	13	,	,	PUNCT
iogr-1203	9	14	as	as	ADP
iogr-1203	9	15	labels	label	NOUN
iogr-1203	9	16	and	and	CCONJ
iogr-1203	9	17	inputs	input	NOUN
iogr-1203	9	18	,	,	PUNCT
iogr-1203	9	19	respectively	respectively	ADV
iogr-1203	9	20	,	,	PUNCT
iogr-1203	9	21	into	into	ADP
iogr-1203	9	22	a	a	DET
iogr-1203	9	23	2d	2d	NUM
iogr-1203	9	24	deep	deep	ADJ
iogr-1203	9	25	learning	learning	NOUN
iogr-1203	9	26	network	network	NOUN
iogr-1203	9	27	.	.	PUNCT
iogr-1203	10	1	the	the	DET
iogr-1203	10	2	network	network	NOUN
iogr-1203	10	3	then	then	ADV
iogr-1203	10	4	extracts	extract	VERB
iogr-1203	10	5	the	the	DET
iogr-1203	10	6	non	non	ADJ
iogr-1203	10	7	-	-	ADJ
iogr-1203	10	8	linear	linear	ADJ
iogr-1203	10	9	relationships	relationship	NOUN
iogr-1203	10	10	between	between	ADP
iogr-1203	10	11	inputs	input	NOUN
iogr-1203	10	12	and	and	CCONJ
iogr-1203	10	13	labels	label	NOUN
iogr-1203	10	14	so	so	SCONJ
iogr-1203	10	15	that	that	SCONJ
iogr-1203	10	16	thickness	thickness	NOUN
iogr-1203	10	17	and	and	CCONJ
iogr-1203	10	18	rock	rock	NOUN
iogr-1203	10	19	-	-	PUNCT
iogr-1203	10	20	physics	physics	NOUN
iogr-1203	10	21	properties	property	NOUN
iogr-1203	10	22	can	can	AUX
iogr-1203	10	23	simultaneously	simultaneously	ADV
iogr-1203	10	24	be	be	AUX
iogr-1203	10	25	regressed	regress	VERB
iogr-1203	10	26	with	with	ADP
iogr-1203	10	27	least	least	ADJ
iogr-1203	10	28	squared	square	VERB
iogr-1203	10	29	error	error	NOUN
iogr-1203	10	30	loss	loss	NOUN
iogr-1203	10	31	function	function	NOUN
iogr-1203	10	32	.	.	PUNCT
iogr-1203	11	1	optimal	optimal	ADJ
iogr-1203	11	2	trained	train	VERB
iogr-1203	11	3	weight	weight	NOUN
iogr-1203	11	4	set	set	NOUN
iogr-1203	11	5	(	(	PUNCT
iogr-1203	11	6	artificial	artificial	ADJ
iogr-1203	11	7	intelligence	intelligence	NOUN
iogr-1203	11	8	engine	engine	NOUN
iogr-1203	11	9	)	)	PUNCT
iogr-1203	11	10	is	be	AUX
iogr-1203	11	11	finally	finally	ADV
iogr-1203	11	12	used	use	VERB
iogr-1203	11	13	to	to	PART
iogr-1203	11	14	predict	predict	VERB
iogr-1203	11	15	wellbore	wellbore	NOUN
iogr-1203	11	16	’s	’s	PART
iogr-1203	11	17	surrounding	surround	VERB
iogr-1203	11	18	geologic	geologic	ADJ
iogr-1203	11	19	structures	structure	NOUN
iogr-1203	11	20	and	and	CCONJ
iogr-1203	11	21	rock	rock	NOUN
iogr-1203	11	22	properties	property	NOUN
iogr-1203	11	23	for	for	ADP
iogr-1203	11	24	all	all	DET
iogr-1203	11	25	the	the	DET
iogr-1203	11	26	wells	well	NOUN
iogr-1203	11	27	in	in	ADP
iogr-1203	11	28	the	the	DET
iogr-1203	11	29	study	study	NOUN
iogr-1203	11	30	area	area	NOUN
iogr-1203	11	31	.	.	PUNCT
iogr-1203	12	1	to	to	PART
iogr-1203	12	2	make	make	VERB
iogr-1203	12	3	sure	sure	ADJ
iogr-1203	12	4	machine	machine	NOUN
iogr-1203	12	5	learning	learning	NOUN
iogr-1203	12	6	can	can	AUX
iogr-1203	12	7	provide	provide	VERB
iogr-1203	12	8	a	a	DET
iogr-1203	12	9	good	good	ADJ
iogr-1203	12	10	work	work	NOUN
iogr-1203	12	11	,	,	PUNCT
iogr-1203	12	12	similar	similar	ADJ
iogr-1203	12	13	training	training	NOUN
iogr-1203	12	14	and	and	CCONJ
iogr-1203	12	15	prediction	prediction	NOUN
iogr-1203	12	16	process	process	NOUN
iogr-1203	12	17	is	be	AUX
iogr-1203	12	18	carried	carry	VERB
iogr-1203	12	19	out	out	ADP
iogr-1203	12	20	from	from	ADP
iogr-1203	12	21	surface	surface	NOUN
iogr-1203	12	22	seismic	seismic	ADJ
iogr-1203	12	23	forward	forward	ADV
iogr-1203	12	24	modeling	modeling	NOUN
iogr-1203	12	25	.	.	PUNCT
iogr-1203	13	1	not	not	PART
iogr-1203	13	2	only	only	ADV
iogr-1203	13	3	is	be	AUX
iogr-1203	13	4	it	it	PRON
iogr-1203	13	5	used	use	VERB
iogr-1203	13	6	for	for	ADP
iogr-1203	13	7	rock	rock	NOUN
iogr-1203	13	8	property	property	NOUN
iogr-1203	13	9	prediction	prediction	NOUN
iogr-1203	13	10	at	at	ADP
iogr-1203	13	11	the	the	DET
iogr-1203	13	12	area	area	NOUN
iogr-1203	13	13	apart	apart	ADV
iogr-1203	13	14	from	from	ADP
iogr-1203	13	15	wells	well	NOUN
iogr-1203	13	16	,	,	PUNCT
iogr-1203	13	17	but	but	CCONJ
iogr-1203	13	18	also	also	ADV
iogr-1203	13	19	for	for	ADP
iogr-1203	13	20	cross	cross	NOUN
iogr-1203	13	21	checking	check	VERB
iogr-1203	13	22	the	the	DET
iogr-1203	13	23	prediction	prediction	NOUN
iogr-1203	13	24	at	at	ADP
iogr-1203	13	25	well	well	ADV
iogr-1203	13	26	location	location	NOUN
iogr-1203	13	27	.	.	PUNCT
iogr-1203	14	1	all	all	DET
iogr-1203	14	2	2d	2d	NOUN
iogr-1203	14	3	predicted	predict	VERB
iogr-1203	14	4	rock	rock	NOUN
iogr-1203	14	5	-	-	PUNCT
iogr-1203	14	6	property	property	NOUN
iogr-1203	14	7	models	model	NOUN
iogr-1203	14	8	are	be	AUX
iogr-1203	14	9	merged	merge	VERB
iogr-1203	14	10	by	by	ADP
iogr-1203	14	11	multi	multi	ADJ
iogr-1203	14	12	-	-	ADJ
iogr-1203	14	13	point	point	ADJ
iogr-1203	14	14	statistics	statistic	NOUN
iogr-1203	14	15	(	(	PUNCT
iogr-1203	14	16	mps	mp	NOUN
iogr-1203	14	17	)	)	PUNCT
iogr-1203	14	18	method	method	NOUN
iogr-1203	14	19	using	use	VERB
iogr-1203	14	20	hard	hard	ADJ
iogr-1203	14	21	data	datum	NOUN
iogr-1203	14	22	from	from	ADP
iogr-1203	14	23	wells	well	NOUN
iogr-1203	14	24	’	'	PUNCT
iogr-1203	14	25	prediction	prediction	NOUN
iogr-1203	14	26	and	and	CCONJ
iogr-1203	14	27	trends	trend	NOUN
iogr-1203	14	28	from	from	ADP
iogr-1203	14	29	actual	actual	ADJ
iogr-1203	14	30	vsp	vsp	NOUN
iogr-1203	14	31	processing	processing	NOUN
iogr-1203	14	32	,	,	PUNCT
iogr-1203	14	33	such	such	ADJ
iogr-1203	14	34	as	as	ADP
iogr-1203	14	35	anisotropy	anisotropy	NOUN
iogr-1203	14	36	,	,	PUNCT
iogr-1203	14	37	2d	2d	NOUN
iogr-1203	14	38	qp	qp	NOUN
iogr-1203	14	39	,	,	PUNCT
iogr-1203	14	40	qs	qs	ADP
iogr-1203	14	41	,	,	PUNCT
iogr-1203	14	42	for	for	ADP
iogr-1203	14	43	a	a	DET
iogr-1203	14	44	complete	complete	ADJ
iogr-1203	14	45	3d	3d	NUM
iogr-1203	14	46	geologic	geologic	ADJ
iogr-1203	14	47	model	model	NOUN
iogr-1203	14	48	.	.	PUNCT
iogr-1203	15	1	by	by	ADP
iogr-1203	15	2	doing	do	VERB
iogr-1203	15	3	with	with	ADP
iogr-1203	15	4	two	two	NUM
iogr-1203	15	5	different	different	ADJ
iogr-1203	15	6	modeling	modeling	NOUN
iogr-1203	15	7	processes	process	NOUN
iogr-1203	15	8	,	,	PUNCT
iogr-1203	15	9	i.e.	i.e.	X
iogr-1203	15	10	,	,	PUNCT
iogr-1203	15	11	vsp	vsp	VERB
iogr-1203	15	12	forward	forward	ADV
iogr-1203	15	13	modeling	modeling	NOUN
iogr-1203	15	14	and	and	CCONJ
iogr-1203	15	15	surface	surface	NOUN
iogr-1203	15	16	seismic	seismic	NOUN
iogr-1203	15	17	forward	forward	ADV
iogr-1203	15	18	to	to	PART
iogr-1203	15	19	cross	cross	VERB
iogr-1203	15	20	check	check	VERB
iogr-1203	15	21	the	the	DET
iogr-1203	15	22	results	result	NOUN
iogr-1203	15	23	,	,	PUNCT
iogr-1203	15	24	results	result	NOUN
iogr-1203	15	25	can	can	AUX
iogr-1203	15	26	obtain	obtain	VERB
iogr-1203	15	27	from	from	ADP
iogr-1203	15	28	this	this	DET
iogr-1203	15	29	study	study	NOUN
iogr-1203	15	30	are	be	AUX
iogr-1203	15	31	:	:	PUNCT
iogr-1203	15	32	1)high	1)high	NUM
iogr-1203	15	33	quality	quality	NOUN
iogr-1203	15	34	static	static	ADJ
iogr-1203	15	35	model	model	NOUN
iogr-1203	15	36	for	for	ADP
iogr-1203	15	37	field	field	NOUN
iogr-1203	15	38	development	development	NOUN
iogr-1203	15	39	;	;	PUNCT
iogr-1203	15	40	2)high	2)high	NUM
iogr-1203	15	41	quality	quality	NOUN
iogr-1203	15	42	dynamic	dynamic	ADJ
iogr-1203	15	43	model	model	NOUN
iogr-1203	15	44	for	for	ADP
iogr-1203	15	45	field	field	NOUN
iogr-1203	15	46	monitoring	monitoring	NOUN
iogr-1203	15	47	;	;	PUNCT
iogr-1203	15	48	3)robust	3)robust	NUM
iogr-1203	15	49	artificial	artificial	ADJ
iogr-1203	15	50	intelligence	intelligence	NOUN
iogr-1203	15	51	engines	engine	NOUN
iogr-1203	15	52	for	for	ADP
iogr-1203	15	53	variety	variety	NOUN
iogr-1203	15	54	types	type	NOUN
iogr-1203	15	55	of	of	ADP
iogr-1203	15	56	geology	geology	NOUN
iogr-1203	15	57	.	.	PUNCT
iogr-1203	16	1	in	in	ADP
iogr-1203	16	2	this	this	DET
iogr-1203	16	3	study	study	NOUN
iogr-1203	16	4	,	,	PUNCT
iogr-1203	16	5	we	we	PRON
iogr-1203	16	6	introduce	introduce	VERB
iogr-1203	16	7	the	the	DET
iogr-1203	16	8	smm	smm	ADJ
iogr-1203	16	9	approach	approach	NOUN
iogr-1203	16	10	and	and	CCONJ
iogr-1203	16	11	share	share	VERB
iogr-1203	16	12	promising	promise	VERB
iogr-1203	16	13	successes	success	NOUN
iogr-1203	16	14	in	in	ADP
iogr-1203	16	15	applying	apply	VERB
iogr-1203	16	16	deep	deep	ADJ
iogr-1203	16	17	learning	learning	NOUN
iogr-1203	16	18	in	in	ADP
iogr-1203	16	19	rock	rock	NOUN
iogr-1203	16	20	property	property	NOUN
iogr-1203	16	21	inversion	inversion	NOUN
iogr-1203	16	22	process	process	NOUN
iogr-1203	16	23	.	.	PUNCT
iogr-1203	17	1	the	the	DET
iogr-1203	17	2	successful	successful	ADJ
iogr-1203	17	3	showcase	showcase	NOUN
iogr-1203	17	4	has	have	AUX
iogr-1203	17	5	proved	prove	VERB
iogr-1203	17	6	that	that	SCONJ
iogr-1203	17	7	deep	deep	ADJ
iogr-1203	17	8	learning	learning	NOUN
iogr-1203	17	9	technique	technique	NOUN
iogr-1203	17	10	can	can	AUX
iogr-1203	17	11	be	be	AUX
iogr-1203	17	12	used	use	VERB
iogr-1203	17	13	to	to	PART
iogr-1203	17	14	extract	extract	VERB
iogr-1203	17	15	any	any	DET
iogr-1203	17	16	kind	kind	NOUN
iogr-1203	17	17	of	of	ADP
iogr-1203	17	18	rock	rock	NOUN
iogr-1203	17	19	properties	property	NOUN
iogr-1203	17	20	from	from	ADP
iogr-1203	17	21	the	the	DET
iogr-1203	17	22	big	big	ADJ
iogr-1203	17	23	data	datum	NOUN
iogr-1203	17	24	of	of	ADP
iogr-1203	17	25	vsp	vsp	NOUN
iogr-1203	17	26	,	,	PUNCT
iogr-1203	17	27	well	well	INTJ
iogr-1203	17	28	log	log	NOUN
iogr-1203	17	29	and	and	CCONJ
iogr-1203	17	30	of	of	ADP
iogr-1203	17	31	seismic	seismic	ADJ
iogr-1203	17	32	.	.	PUNCT
iogr-1203	18	1	introduction	introduction	NOUN
iogr-1203	18	2	one	one	NUM
iogr-1203	18	3	of	of	ADP
iogr-1203	18	4	the	the	DET
iogr-1203	18	5	subsurface	subsurface	NOUN
iogr-1203	18	6	modeling	modeling	NOUN
iogr-1203	18	7	challenges	challenge	NOUN
iogr-1203	18	8	is	be	AUX
iogr-1203	18	9	to	to	PART
iogr-1203	18	10	deal	deal	VERB
iogr-1203	18	11	with	with	ADP
iogr-1203	18	12	the	the	DET
iogr-1203	18	13	random	random	ADJ
iogr-1203	18	14	walks	walk	NOUN
iogr-1203	18	15	of	of	ADP
iogr-1203	18	16	geology	geology	NOUN
iogr-1203	18	17	at	at	ADP
iogr-1203	18	18	the	the	DET
iogr-1203	18	19	areas	area	NOUN
iogr-1203	18	20	,	,	PUNCT
iogr-1203	18	21	where	where	SCONJ
iogr-1203	18	22	well	well	ADV
iogr-1203	18	23	data	datum	NOUN
iogr-1203	18	24	are	be	AUX
iogr-1203	18	25	missing	miss	VERB
iogr-1203	18	26	and/or	and/or	CCONJ
iogr-1203	18	27	complex	complex	ADJ
iogr-1203	18	28	geologic	geologic	ADJ
iogr-1203	18	29	structure	structure	NOUN
iogr-1203	18	30	beyond	beyond	ADP
iogr-1203	18	31	seismic	seismic	ADJ
iogr-1203	18	32	resolution	resolution	NOUN
iogr-1203	18	33	.	.	PUNCT
iogr-1203	19	1	many	many	ADJ
iogr-1203	19	2	studies	study	NOUN
iogr-1203	19	3	have	have	AUX
iogr-1203	19	4	been	be	AUX
iogr-1203	19	5	continuously	continuously	ADV
iogr-1203	19	6	conducted	conduct	VERB
iogr-1203	19	7	to	to	PART
iogr-1203	19	8	enhance	enhance	VERB
iogr-1203	19	9	the	the	DET
iogr-1203	19	10	seismic	seismic	ADJ
iogr-1203	19	11	quality	quality	NOUN
iogr-1203	19	12	by	by	ADP
iogr-1203	19	13	researching	research	VERB
iogr-1203	19	14	new	new	ADJ
iogr-1203	19	15	approaches	approach	NOUN
iogr-1203	19	16	,	,	PUNCT
iogr-1203	19	17	algorithms	algorithm	NOUN
iogr-1203	19	18	,	,	PUNCT
iogr-1203	19	19	tools	tool	NOUN
iogr-1203	19	20	,	,	PUNCT
iogr-1203	19	21	2	2	NUM
iogr-1203	19	22	techniques	technique	NOUN
iogr-1203	19	23	,	,	PUNCT
iogr-1203	19	24	etc	etc	X
iogr-1203	19	25	.	.	X
iogr-1203	20	1	in	in	ADP
iogr-1203	20	2	all	all	DET
iogr-1203	20	3	areas	area	NOUN
iogr-1203	20	4	from	from	ADP
iogr-1203	20	5	seismic	seismic	ADJ
iogr-1203	20	6	acquisition	acquisition	NOUN
iogr-1203	20	7	,	,	PUNCT
iogr-1203	20	8	processing	processing	NOUN
iogr-1203	20	9	,	,	PUNCT
iogr-1203	20	10	to	to	ADP
iogr-1203	20	11	interpretation	interpretation	NOUN
iogr-1203	20	12	.	.	PUNCT
iogr-1203	21	1	however	however	ADV
iogr-1203	21	2	,	,	PUNCT
iogr-1203	21	3	extracting	extract	VERB
iogr-1203	21	4	net	net	ADJ
iogr-1203	21	5	pay	pay	NOUN
iogr-1203	21	6	directly	directly	ADV
iogr-1203	21	7	from	from	ADP
iogr-1203	21	8	seismic	seismic	ADJ
iogr-1203	21	9	data	datum	NOUN
iogr-1203	21	10	remains	remain	VERB
iogr-1203	21	11	a	a	DET
iogr-1203	21	12	major	major	ADJ
iogr-1203	21	13	challenge	challenge	NOUN
iogr-1203	21	14	.	.	PUNCT
iogr-1203	22	1	chopra	chopra	PROPN
iogr-1203	22	2	et	et	PROPN
iogr-1203	22	3	al	al	PROPN
iogr-1203	22	4	.	.	PROPN
iogr-1203	22	5	(	(	PUNCT
iogr-1203	22	6	2006	2006	NUM
iogr-1203	22	7	)	)	PUNCT
iogr-1203	22	8	presented	present	VERB
iogr-1203	22	9	their	their	PRON
iogr-1203	22	10	effort	effort	NOUN
iogr-1203	22	11	on	on	ADP
iogr-1203	22	12	increasing	increase	VERB
iogr-1203	22	13	vertical	vertical	ADJ
iogr-1203	22	14	seismic	seismic	ADJ
iogr-1203	22	15	resolution	resolution	NOUN
iogr-1203	22	16	by	by	ADP
iogr-1203	22	17	removing	remove	VERB
iogr-1203	22	18	wavelets	wavelet	NOUN
iogr-1203	22	19	from	from	ADP
iogr-1203	22	20	conventional	conventional	ADJ
iogr-1203	22	21	seismic	seismic	ADJ
iogr-1203	22	22	data	datum	NOUN
iogr-1203	22	23	through	through	ADP
iogr-1203	22	24	thin	thin	ADJ
iogr-1203	22	25	-	-	PUNCT
iogr-1203	22	26	bed	bed	NOUN
iogr-1203	22	27	spectral	spectral	ADJ
iogr-1203	22	28	inversion	inversion	NOUN
iogr-1203	22	29	and	and	CCONJ
iogr-1203	22	30	their	their	PRON
iogr-1203	22	31	upgraded	upgrade	VERB
iogr-1203	22	32	version	version	NOUN
iogr-1203	22	33	(	(	PUNCT
iogr-1203	22	34	chopra	chopra	PROPN
iogr-1203	22	35	and	and	CCONJ
iogr-1203	22	36	marfut	marfut	NOUN
iogr-1203	22	37	,	,	PUNCT
iogr-1203	22	38	2007	2007	NUM
iogr-1203	22	39	)	)	PUNCT
iogr-1203	22	40	was	be	AUX
iogr-1203	22	41	sparse	sparse	ADJ
iogr-1203	22	42	-	-	PUNCT
iogr-1203	22	43	layer	layer	NOUN
iogr-1203	22	44	inversion	inversion	NOUN
iogr-1203	22	45	that	that	PRON
iogr-1203	22	46	reduced	reduce	VERB
iogr-1203	22	47	the	the	DET
iogr-1203	22	48	effects	effect	NOUN
iogr-1203	22	49	of	of	ADP
iogr-1203	22	50	wavelet	wavelet	NOUN
iogr-1203	22	51	side	side	NOUN
iogr-1203	22	52	-	-	PUNCT
iogr-1203	22	53	lobe	lobe	NOUN
iogr-1203	22	54	inference	inference	NOUN
iogr-1203	22	55	.	.	PUNCT
iogr-1203	23	1	both	both	DET
iogr-1203	23	2	the	the	DET
iogr-1203	23	3	studies	study	NOUN
iogr-1203	23	4	have	have	AUX
iogr-1203	23	5	not	not	PART
iogr-1203	23	6	worked	work	VERB
iogr-1203	23	7	well	well	ADV
iogr-1203	23	8	unless	unless	SCONJ
iogr-1203	23	9	there	there	PRON
iogr-1203	23	10	is	be	VERB
iogr-1203	23	11	not	not	PART
iogr-1203	23	12	much	much	ADJ
iogr-1203	23	13	lateral	lateral	ADJ
iogr-1203	23	14	geological	geological	ADJ
iogr-1203	23	15	structure	structure	NOUN
iogr-1203	23	16	and	and	CCONJ
iogr-1203	23	17	wavelet	wavelet	NOUN
iogr-1203	23	18	changes	change	NOUN
iogr-1203	23	19	and	and	CCONJ
iogr-1203	23	20	the	the	DET
iogr-1203	23	21	impedance	impedance	NOUN
iogr-1203	23	22	structure	structure	NOUN
iogr-1203	23	23	of	of	ADP
iogr-1203	23	24	the	the	DET
iogr-1203	23	25	earth	earth	NOUN
iogr-1203	23	26	is	be	AUX
iogr-1203	23	27	blocky	blocky	ADJ
iogr-1203	23	28	,	,	PUNCT
iogr-1203	23	29	rather	rather	ADV
iogr-1203	23	30	than	than	ADP
iogr-1203	23	31	transitional	transitional	ADJ
iogr-1203	23	32	.	.	PUNCT
iogr-1203	24	1	zhang	zhang	PROPN
iogr-1203	24	2	and	and	CCONJ
iogr-1203	24	3	castagna	castagna	PROPN
iogr-1203	24	4	(	(	PUNCT
iogr-1203	24	5	2011	2011	NUM
iogr-1203	24	6	)	)	PUNCT
iogr-1203	24	7	enhanced	enhance	VERB
iogr-1203	24	8	seismic	seismic	ADJ
iogr-1203	24	9	frequency	frequency	NOUN
iogr-1203	24	10	content	content	NOUN
iogr-1203	24	11	by	by	ADP
iogr-1203	24	12	applying	apply	VERB
iogr-1203	24	13	q	q	NOUN
iogr-1203	24	14	-	-	PUNCT
iogr-1203	24	15	compensation	compensation	NOUN
iogr-1203	24	16	on	on	ADP
iogr-1203	24	17	seismic	seismic	ADJ
iogr-1203	24	18	data	datum	NOUN
iogr-1203	24	19	for	for	ADP
iogr-1203	24	20	frequency	frequency	NOUN
iogr-1203	24	21	attenuation	attenuation	NOUN
iogr-1203	24	22	due	due	ADP
iogr-1203	24	23	to	to	ADP
iogr-1203	24	24	hydrocarbon	hydrocarbon	NOUN
iogr-1203	24	25	collision	collision	NOUN
iogr-1203	24	26	and	and	CCONJ
iogr-1203	24	27	friction	friction	NOUN
iogr-1203	24	28	.	.	PUNCT
iogr-1203	25	1	recently	recently	ADV
iogr-1203	25	2	,	,	PUNCT
iogr-1203	25	3	zhang	zhang	PROPN
iogr-1203	25	4	et	et	PROPN
iogr-1203	25	5	al	al	PROPN
iogr-1203	25	6	.	.	PROPN
iogr-1203	26	1	(	(	PUNCT
iogr-1203	26	2	2016	2016	NUM
iogr-1203	26	3	)	)	PUNCT
iogr-1203	26	4	conducted	conduct	VERB
iogr-1203	26	5	a	a	DET
iogr-1203	26	6	study	study	NOUN
iogr-1203	26	7	using	use	VERB
iogr-1203	26	8	deep	deep	ADJ
iogr-1203	26	9	learning	learning	NOUN
iogr-1203	26	10	(	(	PUNCT
iogr-1203	26	11	dl	dl	INTJ
iogr-1203	26	12	)	)	PUNCT
iogr-1203	26	13	to	to	PART
iogr-1203	26	14	automatically	automatically	ADV
iogr-1203	26	15	detect	detect	VERB
iogr-1203	26	16	geophysical	geophysical	ADJ
iogr-1203	26	17	features	feature	NOUN
iogr-1203	26	18	(	(	PUNCT
iogr-1203	26	19	faults	fault	NOUN
iogr-1203	26	20	,	,	PUNCT
iogr-1203	26	21	geo	geo	PROPN
iogr-1203	26	22	-	-	PUNCT
iogr-1203	26	23	bodies	body	NOUN
iogr-1203	26	24	…	…	PUNCT
iogr-1203	26	25	)	)	PUNCT
iogr-1203	26	26	from	from	ADP
iogr-1203	26	27	pre	pre	ADJ
iogr-1203	26	28	-	-	ADJ
iogr-1203	26	29	migrated	migrate	VERB
iogr-1203	26	30	raw	raw	ADJ
iogr-1203	26	31	seismic	seismic	ADJ
iogr-1203	26	32	data	datum	NOUN
iogr-1203	26	33	to	to	PART
iogr-1203	26	34	steer	steer	VERB
iogr-1203	26	35	interpretation	interpretation	NOUN
iogr-1203	26	36	and	and	CCONJ
iogr-1203	26	37	modeling	modeling	NOUN
iogr-1203	26	38	processes	process	NOUN
iogr-1203	26	39	.	.	PUNCT
iogr-1203	27	1	their	their	PRON
iogr-1203	27	2	concepts	concept	NOUN
iogr-1203	27	3	and	and	CCONJ
iogr-1203	27	4	projects	project	NOUN
iogr-1203	27	5	have	have	AUX
iogr-1203	27	6	showed	show	VERB
iogr-1203	27	7	potential	potential	ADJ
iogr-1203	27	8	applications	application	NOUN
iogr-1203	27	9	to	to	ADP
iogr-1203	27	10	the	the	DET
iogr-1203	27	11	industry	industry	NOUN
iogr-1203	27	12	and	and	CCONJ
iogr-1203	27	13	motivated	motivate	VERB
iogr-1203	27	14	the	the	DET
iogr-1203	27	15	effort	effort	NOUN
iogr-1203	27	16	for	for	ADP
iogr-1203	27	17	an	an	DET
iogr-1203	27	18	integration	integration	NOUN
iogr-1203	27	19	solution	solution	NOUN
iogr-1203	27	20	.	.	PUNCT
iogr-1203	28	1	more	more	ADV
iogr-1203	28	2	recent	recent	ADJ
iogr-1203	28	3	,	,	PUNCT
iogr-1203	28	4	walker	walker	PROPN
iogr-1203	28	5	et	et	PROPN
iogr-1203	28	6	al	al	PROPN
iogr-1203	28	7	.	.	PROPN
iogr-1203	29	1	(	(	PUNCT
iogr-1203	29	2	2017	2017	NUM
iogr-1203	29	3	)	)	PUNCT
iogr-1203	29	4	came	come	VERB
iogr-1203	29	5	up	up	ADP
iogr-1203	29	6	with	with	ADP
iogr-1203	29	7	a	a	DET
iogr-1203	29	8	stochastic	stochastic	ADJ
iogr-1203	29	9	inversion	inversion	NOUN
iogr-1203	29	10	method	method	NOUN
iogr-1203	29	11	known	know	VERB
iogr-1203	29	12	as	as	ADP
iogr-1203	29	13	one	one	NUM
iogr-1203	29	14	dimension	dimension	NOUN
iogr-1203	29	15	stochastic	stochastic	ADJ
iogr-1203	29	16	inversion	inversion	NOUN
iogr-1203	29	17	(	(	PUNCT
iogr-1203	29	18	odisi	odisi	NUM
iogr-1203	29	19	)	)	PUNCT
iogr-1203	29	20	that	that	PRON
iogr-1203	29	21	ignored	ignore	VERB
iogr-1203	29	22	the	the	DET
iogr-1203	29	23	above	above	ADJ
iogr-1203	29	24	assumptions	assumption	NOUN
iogr-1203	29	25	and	and	CCONJ
iogr-1203	29	26	requested	request	VERB
iogr-1203	29	27	more	more	ADJ
iogr-1203	29	28	simple	simple	ADJ
iogr-1203	29	29	prior	prior	ADJ
iogr-1203	29	30	information	information	NOUN
iogr-1203	29	31	such	such	ADJ
iogr-1203	29	32	as	as	ADP
iogr-1203	29	33	processed	process	VERB
iogr-1203	29	34	well	well	ADJ
iogr-1203	29	35	logs	log	NOUN
iogr-1203	29	36	and	and	CCONJ
iogr-1203	29	37	high	high	ADJ
iogr-1203	29	38	-	-	PUNCT
iogr-1203	29	39	level	level	NOUN
iogr-1203	29	40	interpreted	interpret	VERB
iogr-1203	29	41	seismic	seismic	ADJ
iogr-1203	29	42	horizons	horizon	NOUN
iogr-1203	29	43	,	,	PUNCT
iogr-1203	29	44	bayesian	bayesian	NOUN
iogr-1203	29	45	machine	machine	NOUN
iogr-1203	29	46	learning	learning	NOUN
iogr-1203	29	47	was	be	AUX
iogr-1203	29	48	used	use	VERB
iogr-1203	29	49	for	for	ADP
iogr-1203	29	50	the	the	DET
iogr-1203	29	51	regression	regression	NOUN
iogr-1203	29	52	process	process	NOUN
iogr-1203	29	53	.	.	PUNCT
iogr-1203	30	1	however	however	ADV
iogr-1203	30	2	,	,	PUNCT
iogr-1203	30	3	it	it	PRON
iogr-1203	30	4	recommends	recommend	VERB
iogr-1203	30	5	the	the	DET
iogr-1203	30	6	inputs	input	NOUN
iogr-1203	30	7	are	be	AUX
iogr-1203	30	8	impedance	impedance	NOUN
iogr-1203	30	9	cubes	cube	NOUN
iogr-1203	30	10	,	,	PUNCT
iogr-1203	30	11	which	which	PRON
iogr-1203	30	12	are	be	AUX
iogr-1203	30	13	projected	project	VERB
iogr-1203	30	14	by	by	ADP
iogr-1203	30	15	chi	chi	NOUN
iogr-1203	30	16	angles	angle	NOUN
iogr-1203	30	17	for	for	ADP
iogr-1203	30	18	lithology	lithology	NOUN
iogr-1203	30	19	and	and	CCONJ
iogr-1203	30	20	fluid	fluid	NOUN
iogr-1203	30	21	enhancement	enhancement	NOUN
iogr-1203	30	22	(	(	PUNCT
iogr-1203	30	23	paramo	paramo	PROPN
iogr-1203	30	24	et	et	PROPN
iogr-1203	30	25	al	al	PROPN
iogr-1203	30	26	.	.	PROPN
iogr-1203	30	27	2019	2019	NUM
iogr-1203	30	28	)	)	PUNCT
iogr-1203	30	29	.	.	PUNCT
iogr-1203	31	1	at	at	ADP
iogr-1203	31	2	the	the	DET
iogr-1203	31	3	thin	thin	ADJ
iogr-1203	31	4	bed	bed	NOUN
iogr-1203	31	5	and	and	CCONJ
iogr-1203	31	6	complex	complex	ADJ
iogr-1203	31	7	structures	structure	NOUN
iogr-1203	31	8	where	where	SCONJ
iogr-1203	31	9	amplitude	amplitude	NOUN
iogr-1203	31	10	variation	variation	NOUN
iogr-1203	31	11	with	with	ADP
iogr-1203	31	12	offset	offset	NOUN
iogr-1203	31	13	(	(	PUNCT
iogr-1203	31	14	avo	avo	NOUN
iogr-1203	31	15	)	)	PUNCT
iogr-1203	31	16	effect	effect	NOUN
iogr-1203	31	17	is	be	AUX
iogr-1203	31	18	usually	usually	ADV
iogr-1203	31	19	not	not	PART
iogr-1203	31	20	clear	clear	ADJ
iogr-1203	31	21	for	for	ADP
iogr-1203	31	22	lithology	lithology	NOUN
iogr-1203	31	23	and	and	CCONJ
iogr-1203	31	24	fluid	fluid	ADJ
iogr-1203	31	25	projections	projection	NOUN
iogr-1203	31	26	,	,	PUNCT
iogr-1203	31	27	this	this	DET
iogr-1203	31	28	method	method	NOUN
iogr-1203	31	29	might	might	AUX
iogr-1203	31	30	not	not	PART
iogr-1203	31	31	effectively	effectively	ADV
iogr-1203	31	32	support	support	VERB
iogr-1203	31	33	.	.	PUNCT
iogr-1203	32	1	furthermore	furthermore	ADV
iogr-1203	32	2	,	,	PUNCT
iogr-1203	32	3	the	the	DET
iogr-1203	32	4	cost	cost	NOUN
iogr-1203	32	5	function	function	NOUN
iogr-1203	32	6	between	between	ADP
iogr-1203	32	7	synthetic	synthetic	ADJ
iogr-1203	32	8	and	and	CCONJ
iogr-1203	32	9	observed	observe	VERB
iogr-1203	32	10	seismic	seismic	ADJ
iogr-1203	32	11	trace	trace	NOUN
iogr-1203	32	12	to	to	PART
iogr-1203	32	13	vote	vote	VERB
iogr-1203	32	14	for	for	ADP
iogr-1203	32	15	100	100	NUM
iogr-1203	32	16	best	good	ADJ
iogr-1203	32	17	correlation	correlation	NOUN
iogr-1203	32	18	cases	case	NOUN
iogr-1203	32	19	might	might	AUX
iogr-1203	32	20	suffer	suffer	VERB
iogr-1203	32	21	the	the	DET
iogr-1203	32	22	cumulative	cumulative	ADJ
iogr-1203	32	23	error	error	NOUN
iogr-1203	32	24	from	from	ADP
iogr-1203	32	25	previous	previous	ADJ
iogr-1203	32	26	seismic	seismic	ADJ
iogr-1203	32	27	processing	processing	NOUN
iogr-1203	32	28	steps	step	NOUN
iogr-1203	32	29	(	(	PUNCT
iogr-1203	32	30	not	not	PART
iogr-1203	32	31	true	true	ADJ
iogr-1203	32	32	amplitude	amplitude	NOUN
iogr-1203	32	33	and	and	CCONJ
iogr-1203	32	34	phase	phase	NOUN
iogr-1203	32	35	fluctuation	fluctuation	NOUN
iogr-1203	32	36	)	)	PUNCT
iogr-1203	32	37	.	.	PUNCT
iogr-1203	33	1	synthrock	synthrock	NOUN
iogr-1203	33	2	module	module	NOUN
iogr-1203	33	3	,	,	PUNCT
iogr-1203	33	4	opendtect	opendtect	ADJ
iogr-1203	33	5	,	,	PUNCT
iogr-1203	33	6	can	can	AUX
iogr-1203	33	7	even	even	ADV
iogr-1203	33	8	match	match	VERB
iogr-1203	33	9	with	with	ADP
iogr-1203	33	10	pre	pre	ADJ
iogr-1203	33	11	-	-	ADJ
iogr-1203	33	12	stack	stack	ADJ
iogr-1203	33	13	seismic	seismic	ADJ
iogr-1203	33	14	angle	angle	NOUN
iogr-1203	33	15	data	datum	NOUN
iogr-1203	33	16	and	and	CCONJ
iogr-1203	33	17	integrate	integrate	VERB
iogr-1203	33	18	physics	physics	NOUN
iogr-1203	33	19	law	law	NOUN
iogr-1203	33	20	into	into	ADP
iogr-1203	33	21	the	the	DET
iogr-1203	33	22	deep	deep	ADJ
iogr-1203	33	23	learning	learning	NOUN
iogr-1203	33	24	loss	loss	NOUN
iogr-1203	33	25	function	function	NOUN
iogr-1203	33	26	(	(	PUNCT
iogr-1203	33	27	physics	physics	NOUN
iogr-1203	33	28	-	-	PUNCT
iogr-1203	33	29	inform	inform	VERB
iogr-1203	33	30	neural	neural	ADJ
iogr-1203	33	31	network	network	NOUN
iogr-1203	33	32	)	)	PUNCT
iogr-1203	33	33	,	,	PUNCT
iogr-1203	33	34	but	but	CCONJ
iogr-1203	33	35	hardly	hardly	ADV
iogr-1203	33	36	does	do	AUX
iogr-1203	33	37	it	it	PRON
iogr-1203	33	38	consider	consider	VERB
iogr-1203	33	39	the	the	DET
iogr-1203	33	40	vertical	vertical	ADJ
iogr-1203	33	41	seismic	seismic	ADJ
iogr-1203	33	42	profile	profile	NOUN
iogr-1203	33	43	(	(	PUNCT
iogr-1203	33	44	vsp	vsp	NOUN
iogr-1203	33	45	)	)	PUNCT
iogr-1203	33	46	advantages	advantage	NOUN
iogr-1203	33	47	in	in	ADP
iogr-1203	33	48	the	the	DET
iogr-1203	33	49	workflow	workflow	NOUN
iogr-1203	33	50	.	.	PUNCT
iogr-1203	34	1	full	full	ADJ
iogr-1203	34	2	waveform	waveform	NOUN
iogr-1203	34	3	inversion	inversion	NOUN
iogr-1203	34	4	(	(	PUNCT
iogr-1203	34	5	fwi	fwi	ADJ
iogr-1203	34	6	)	)	PUNCT
iogr-1203	34	7	is	be	AUX
iogr-1203	34	8	the	the	DET
iogr-1203	34	9	most	most	ADV
iogr-1203	34	10	recent	recent	ADJ
iogr-1203	34	11	advanced	advanced	ADJ
iogr-1203	34	12	seismic	seismic	ADJ
iogr-1203	34	13	imaging	imaging	NOUN
iogr-1203	34	14	(	(	PUNCT
iogr-1203	34	15	high	high	ADJ
iogr-1203	34	16	resolution	resolution	NOUN
iogr-1203	34	17	)	)	PUNCT
iogr-1203	34	18	technology	technology	NOUN
iogr-1203	34	19	that	that	PRON
iogr-1203	34	20	utilizing	utilize	VERB
iogr-1203	34	21	supercomputing	supercompute	VERB
iogr-1203	34	22	and	and	CCONJ
iogr-1203	34	23	advanced	advanced	ADJ
iogr-1203	34	24	algorithms	algorithms	NOUN
iogr-1203	34	25	process	process	NOUN
iogr-1203	34	26	all	all	DET
iogr-1203	34	27	the	the	DET
iogr-1203	34	28	sound	sound	ADJ
iogr-1203	34	29	wave	wave	NOUN
iogr-1203	34	30	components	component	NOUN
iogr-1203	34	31	then	then	ADV
iogr-1203	34	32	create	create	VERB
iogr-1203	34	33	a	a	DET
iogr-1203	34	34	model	model	NOUN
iogr-1203	34	35	to	to	PART
iogr-1203	34	36	simulate	simulate	VERB
iogr-1203	34	37	synthetic	synthetic	ADJ
iogr-1203	34	38	seismic	seismic	ADJ
iogr-1203	34	39	and	and	CCONJ
iogr-1203	34	40	compare	compare	VERB
iogr-1203	34	41	to	to	ADP
iogr-1203	34	42	the	the	DET
iogr-1203	34	43	field	field	NOUN
iogr-1203	34	44	recorded	record	VERB
iogr-1203	34	45	data	datum	NOUN
iogr-1203	34	46	.	.	PUNCT
iogr-1203	35	1	supercomputers	supercomputer	NOUN
iogr-1203	35	2	iterate	iterate	VERB
iogr-1203	35	3	through	through	ADP
iogr-1203	35	4	possibilities	possibility	NOUN
iogr-1203	35	5	until	until	SCONJ
iogr-1203	35	6	they	they	PRON
iogr-1203	35	7	develop	develop	VERB
iogr-1203	35	8	a	a	DET
iogr-1203	35	9	model	model	NOUN
iogr-1203	35	10	where	where	SCONJ
iogr-1203	35	11	the	the	DET
iogr-1203	35	12	synthetic	synthetic	ADJ
iogr-1203	35	13	traces	trace	NOUN
iogr-1203	35	14	match	match	VERB
iogr-1203	35	15	those	those	DET
iogr-1203	35	16	recorded	record	VERB
iogr-1203	35	17	data	datum	NOUN
iogr-1203	35	18	.	.	PUNCT
iogr-1203	36	1	the	the	DET
iogr-1203	36	2	rock	rock	NOUN
iogr-1203	36	3	layers	layer	NOUN
iogr-1203	36	4	and	and	CCONJ
iogr-1203	36	5	its	its	PRON
iogr-1203	36	6	properties	property	NOUN
iogr-1203	36	7	(	(	PUNCT
iogr-1203	36	8	velocity	velocity	NOUN
iogr-1203	36	9	)	)	PUNCT
iogr-1203	36	10	will	will	AUX
iogr-1203	36	11	be	be	AUX
iogr-1203	36	12	updated	update	VERB
iogr-1203	36	13	during	during	ADP
iogr-1203	36	14	the	the	DET
iogr-1203	36	15	iteration	iteration	NOUN
iogr-1203	36	16	(	(	PUNCT
iogr-1203	36	17	inversion)(saraiva	inversion)(saraiva	NOUN
iogr-1203	36	18	et	et	PROPN
iogr-1203	36	19	al	al	PROPN
iogr-1203	36	20	.	.	PROPN
iogr-1203	36	21	2021	2021	NUM
iogr-1203	36	22	)	)	PUNCT
iogr-1203	36	23	.	.	PUNCT
iogr-1203	37	1	the	the	DET
iogr-1203	37	2	method	method	NOUN
iogr-1203	37	3	suffers	suffer	VERB
iogr-1203	37	4	several	several	ADJ
iogr-1203	37	5	bottlenecks	bottleneck	NOUN
iogr-1203	37	6	such	such	ADJ
iogr-1203	37	7	as	as	ADP
iogr-1203	37	8	time	time	NOUN
iogr-1203	37	9	-	-	PUNCT
iogr-1203	37	10	consuming	consume	VERB
iogr-1203	37	11	due	due	ADP
iogr-1203	37	12	to	to	ADP
iogr-1203	37	13	the	the	DET
iogr-1203	37	14	curse	curse	NOUN
iogr-1203	37	15	of	of	ADP
iogr-1203	37	16	dimensionality	dimensionality	NOUN
iogr-1203	37	17	,	,	PUNCT
iogr-1203	37	18	heavily	heavily	ADV
iogr-1203	37	19	sensitive	sensitive	ADJ
iogr-1203	37	20	on	on	ADP
iogr-1203	37	21	proper	proper	ADJ
iogr-1203	37	22	velocities	velocity	NOUN
iogr-1203	37	23	selection	selection	NOUN
iogr-1203	37	24	and	and	CCONJ
iogr-1203	37	25	requires	require	VERB
iogr-1203	37	26	low	low	ADJ
iogr-1203	37	27	frequency	frequency	NOUN
iogr-1203	37	28	information	information	NOUN
iogr-1203	37	29	(	(	PUNCT
iogr-1203	37	30	ma	ma	PROPN
iogr-1203	37	31	and	and	CCONJ
iogr-1203	37	32	zhang	zhang	PROPN
iogr-1203	37	33	2021	2021	NUM
iogr-1203	37	34	)	)	PUNCT
iogr-1203	37	35	.	.	PUNCT
iogr-1203	38	1	in	in	ADP
iogr-1203	38	2	this	this	DET
iogr-1203	38	3	study	study	NOUN
iogr-1203	38	4	,	,	PUNCT
iogr-1203	38	5	we	we	PRON
iogr-1203	38	6	would	would	AUX
iogr-1203	38	7	share	share	VERB
iogr-1203	38	8	the	the	DET
iogr-1203	38	9	smart	smart	ADJ
iogr-1203	38	10	seismic	seismic	ADJ
iogr-1203	38	11	modeling	modeling	NOUN
iogr-1203	38	12	(	(	PUNCT
iogr-1203	38	13	ssm	ssm	NOUN
iogr-1203	38	14	)	)	PUNCT
iogr-1203	38	15	approach	approach	NOUN
iogr-1203	38	16	,	,	PUNCT
iogr-1203	38	17	which	which	PRON
iogr-1203	38	18	utilizes	utilize	VERB
iogr-1203	38	19	full	full	ADJ
iogr-1203	38	20	wave	wave	NOUN
iogr-1203	38	21	-	-	PUNCT
iogr-1203	38	22	field	field	NOUN
iogr-1203	38	23	modeling	modeling	NOUN
iogr-1203	38	24	(	(	PUNCT
iogr-1203	38	25	fwm	fwm	NOUN
iogr-1203	38	26	)	)	PUNCT
iogr-1203	38	27	technique	technique	NOUN
iogr-1203	38	28	in	in	ADP
iogr-1203	38	29	building	build	VERB
iogr-1203	38	30	datasets	dataset	NOUN
iogr-1203	38	31	for	for	ADP
iogr-1203	38	32	the	the	DET
iogr-1203	38	33	deep	deep	ADJ
iogr-1203	38	34	learning	learning	NOUN
iogr-1203	38	35	network	network	NOUN
iogr-1203	38	36	.	.	PUNCT
iogr-1203	39	1	by	by	ADP
iogr-1203	39	2	doing	do	VERB
iogr-1203	39	3	this	this	PRON
iogr-1203	39	4	,	,	PUNCT
iogr-1203	39	5	it	it	PRON
iogr-1203	39	6	will	will	AUX
iogr-1203	39	7	help	help	VERB
iogr-1203	39	8	relieve	relieve	VERB
iogr-1203	39	9	the	the	DET
iogr-1203	39	10	fwi	fwi	NOUN
iogr-1203	39	11	’s	’s	PART
iogr-1203	39	12	bottlenecks	bottleneck	NOUN
iogr-1203	39	13	from	from	ADP
iogr-1203	39	14	several	several	ADJ
iogr-1203	39	15	angles	angle	NOUN
iogr-1203	39	16	.	.	PUNCT
iogr-1203	40	1	it	it	PRON
iogr-1203	40	2	is	be	AUX
iogr-1203	40	3	a	a	DET
iogr-1203	40	4	bottom	bottom	ADJ
iogr-1203	40	5	-	-	PUNCT
iogr-1203	40	6	up	up	ADP
iogr-1203	40	7	method	method	NOUN
iogr-1203	40	8	,	,	PUNCT
iogr-1203	40	9	simply	simply	ADV
iogr-1203	40	10	starting	start	VERB
iogr-1203	40	11	from	from	ADP
iogr-1203	40	12	well	well	ADV
iogr-1203	40	13	data	datum	NOUN
iogr-1203	40	14	that	that	PRON
iogr-1203	40	15	are	be	AUX
iogr-1203	40	16	less	less	ADJ
iogr-1203	40	17	noise	noise	NOUN
iogr-1203	40	18	,	,	PUNCT
iogr-1203	40	19	high	high	ADJ
iogr-1203	40	20	resolution	resolution	NOUN
iogr-1203	40	21	,	,	PUNCT
iogr-1203	40	22	higher	high	ADJ
iogr-1203	40	23	quality	quality	NOUN
iogr-1203	40	24	,	,	PUNCT
iogr-1203	40	25	and	and	CCONJ
iogr-1203	40	26	then	then	ADV
iogr-1203	40	27	the	the	DET
iogr-1203	40	28	work	work	NOUN
iogr-1203	40	29	scales	scale	VERB
iogr-1203	40	30	up	up	ADP
iogr-1203	40	31	to	to	ADP
iogr-1203	40	32	“	"	PUNCT
iogr-1203	40	33	up	up	ADP
iogr-1203	40	34	level	level	NOUN
iogr-1203	40	35	”	"	PUNCT
iogr-1203	40	36	of	of	ADP
iogr-1203	40	37	seismic	seismic	ADJ
iogr-1203	40	38	.	.	PUNCT
iogr-1203	41	1	moreover	moreover	ADV
iogr-1203	41	2	,	,	PUNCT
iogr-1203	41	3	ssm	ssm	PROPN
iogr-1203	41	4	considers	consider	VERB
iogr-1203	41	5	geo	geo	PROPN
iogr-1203	41	6	-	-	ADJ
iogr-1203	41	7	statistical	statistical	ADJ
iogr-1203	41	8	analysis	analysis	NOUN
iogr-1203	41	9	when	when	SCONJ
iogr-1203	41	10	working	work	VERB
iogr-1203	41	11	in	in	ADP
iogr-1203	41	12	3d	3d	NUM
iogr-1203	41	13	reconstruction	reconstruction	NOUN
iogr-1203	41	14	under	under	ADP
iogr-1203	41	15	constraints	constraint	NOUN
iogr-1203	41	16	of	of	ADP
iogr-1203	41	17	hard	hard	ADJ
iogr-1203	41	18	data	datum	NOUN
iogr-1203	41	19	,	,	PUNCT
iogr-1203	41	20	such	such	ADJ
iogr-1203	41	21	as	as	ADP
iogr-1203	41	22	vsp	vsp	NOUN
iogr-1203	41	23	,	,	PUNCT
iogr-1203	41	24	well	well	INTJ
iogr-1203	41	25	logs	log	NOUN
iogr-1203	41	26	,	,	PUNCT
iogr-1203	41	27	core	core	NOUN
iogr-1203	41	28	,	,	PUNCT
iogr-1203	41	29	and	and	CCONJ
iogr-1203	41	30	fluid	fluid	ADJ
iogr-1203	41	31	sample	sample	NOUN
iogr-1203	41	32	,	,	PUNCT
iogr-1203	41	33	and	and	CCONJ
iogr-1203	41	34	trends	trend	NOUN
iogr-1203	41	35	from	from	ADP
iogr-1203	41	36	borehole	borehole	NOUN
iogr-1203	41	37	seismic	seismic	NOUN
iogr-1203	41	38	.	.	PUNCT
iogr-1203	42	1	to	to	PART
iogr-1203	42	2	illustrate	illustrate	VERB
iogr-1203	42	3	the	the	DET
iogr-1203	42	4	success	success	NOUN
iogr-1203	42	5	of	of	ADP
iogr-1203	42	6	this	this	DET
iogr-1203	42	7	approach	approach	NOUN
iogr-1203	42	8	,	,	PUNCT
iogr-1203	42	9	we	we	PRON
iogr-1203	42	10	have	have	AUX
iogr-1203	42	11	presented	present	VERB
iogr-1203	42	12	several	several	ADJ
iogr-1203	42	13	case	case	NOUN
iogr-1203	42	14	studies	study	NOUN
iogr-1203	42	15	to	to	PART
iogr-1203	42	16	support	support	VERB
iogr-1203	42	17	the	the	DET
iogr-1203	42	18	conclusion	conclusion	NOUN
iogr-1203	42	19	that	that	SCONJ
iogr-1203	42	20	deep	deep	ADJ
iogr-1203	42	21	learning	learning	NOUN
iogr-1203	42	22	can	can	AUX
iogr-1203	42	23	be	be	AUX
iogr-1203	42	24	used	use	VERB
iogr-1203	42	25	to	to	PART
iogr-1203	42	26	provide	provide	VERB
iogr-1203	42	27	a	a	DET
iogr-1203	42	28	reasonable	reasonable	ADJ
iogr-1203	42	29	prediction	prediction	NOUN
iogr-1203	42	30	in	in	ADP
iogr-1203	42	31	vsp	vsp	NOUN
iogr-1203	42	32	rock	rock	NOUN
iogr-1203	42	33	property	property	NOUN
iogr-1203	42	34	inversion	inversion	NOUN
iogr-1203	42	35	process	process	NOUN
iogr-1203	42	36	.	.	PUNCT
iogr-1203	43	1	methodology	methodology	NOUN
iogr-1203	43	2	ssm	ssm	PROPN
iogr-1203	43	3	is	be	AUX
iogr-1203	43	4	a	a	DET
iogr-1203	43	5	multidisciplinary	multidisciplinary	ADJ
iogr-1203	43	6	project	project	NOUN
iogr-1203	43	7	,	,	PUNCT
iogr-1203	43	8	across	across	ADP
iogr-1203	43	9	several	several	ADJ
iogr-1203	43	10	subsurface	subsurface	NOUN
iogr-1203	43	11	disciplines	discipline	NOUN
iogr-1203	43	12	:	:	PUNCT
iogr-1203	43	13	geophysics	geophysic	NOUN
iogr-1203	43	14	,	,	PUNCT
iogr-1203	43	15	geology	geology	NOUN
iogr-1203	43	16	,	,	PUNCT
iogr-1203	43	17	and	and	CCONJ
iogr-1203	43	18	reservoir	reservoir	NOUN
iogr-1203	43	19	engineers	engineer	NOUN
iogr-1203	43	20	,	,	PUNCT
iogr-1203	43	21	and	and	CCONJ
iogr-1203	43	22	most	most	ADV
iogr-1203	43	23	importantly	importantly	ADV
iogr-1203	43	24	,	,	PUNCT
iogr-1203	43	25	with	with	ADP
iogr-1203	43	26	the	the	DET
iogr-1203	43	27	participation	participation	NOUN
iogr-1203	43	28	of	of	ADP
iogr-1203	43	29	machine	machine	NOUN
iogr-1203	43	30	learning	learn	VERB
iogr-1203	43	31	engineers	engineer	NOUN
iogr-1203	43	32	.	.	PUNCT
iogr-1203	44	1	the	the	DET
iogr-1203	44	2	target	target	NOUN
iogr-1203	44	3	is	be	AUX
iogr-1203	44	4	to	to	PART
iogr-1203	44	5	create	create	VERB
iogr-1203	44	6	an	an	DET
iogr-1203	44	7	artificial	artificial	ADJ
iogr-1203	44	8	intelligence	intelligence	NOUN
iogr-1203	44	9	(	(	PUNCT
iogr-1203	44	10	ai	ai	NOUN
iogr-1203	44	11	)	)	PUNCT
iogr-1203	44	12	engine	engine	NOUN
iogr-1203	44	13	,	,	PUNCT
iogr-1203	44	14	which	which	PRON
iogr-1203	44	15	is	be	AUX
iogr-1203	44	16	mainly	mainly	ADV
iogr-1203	44	17	driven	drive	VERB
iogr-1203	44	18	by	by	ADP
iogr-1203	44	19	the	the	DET
iogr-1203	44	20	characteristics	characteristic	NOUN
iogr-1203	44	21	of	of	ADP
iogr-1203	44	22	training	training	NOUN
iogr-1203	44	23	data	datum	NOUN
iogr-1203	44	24	(	(	PUNCT
iogr-1203	44	25	datadriven	datadriven	ADJ
iogr-1203	44	26	learning	learning	NOUN
iogr-1203	44	27	)	)	PUNCT
iogr-1203	44	28	,	,	PUNCT
iogr-1203	44	29	rather	rather	ADV
iogr-1203	44	30	than	than	ADP
iogr-1203	44	31	the	the	DET
iogr-1203	44	32	latent	latent	NOUN
iogr-1203	44	33	theories	theory	NOUN
iogr-1203	44	34	,	,	PUNCT
iogr-1203	44	35	assumptions	assumption	NOUN
iogr-1203	44	36	,	,	PUNCT
iogr-1203	44	37	and	and	CCONJ
iogr-1203	44	38	domain	domain	NOUN
iogr-1203	44	39	expertise	expertise	NOUN
iogr-1203	44	40	to	to	PART
iogr-1203	44	41	outperform	outperform	VERB
iogr-1203	44	42	human	human	ADJ
iogr-1203	44	43	limitation	limitation	NOUN
iogr-1203	44	44	.	.	PUNCT
iogr-1203	45	1	ai	ai	VERB
iogr-1203	45	2	engines	engine	NOUN
iogr-1203	45	3	could	could	AUX
iogr-1203	45	4	flexibly	flexibly	ADV
iogr-1203	45	5	promote	promote	VERB
iogr-1203	45	6	self	self	NOUN
iogr-1203	45	7	-	-	PUNCT
iogr-1203	45	8	adaptive	adaptive	ADJ
iogr-1203	45	9	learning	learning	NOUN
iogr-1203	45	10	to	to	ADP
iogr-1203	45	11	any	any	DET
iogr-1203	45	12	new	new	ADJ
iogr-1203	45	13	geology	geology	NOUN
iogr-1203	45	14	.	.	PUNCT
iogr-1203	46	1	the	the	DET
iogr-1203	46	2	most	most	ADV
iogr-1203	46	3	important	important	ADJ
iogr-1203	46	4	indicator	indicator	NOUN
iogr-1203	46	5	of	of	ADP
iogr-1203	46	6	seismic	seismic	ADJ
iogr-1203	46	7	quality	quality	NOUN
iogr-1203	46	8	is	be	AUX
iogr-1203	46	9	seismic	seismic	ADJ
iogr-1203	46	10	resolution	resolution	NOUN
iogr-1203	46	11	.	.	PUNCT
iogr-1203	47	1	it	it	PRON
iogr-1203	47	2	depends	depend	VERB
iogr-1203	47	3	on	on	ADP
iogr-1203	47	4	wavelets	wavelet	NOUN
iogr-1203	47	5	,	,	PUNCT
iogr-1203	47	6	signal	signal	NOUN
iogr-1203	47	7	/	/	SYM
iogr-1203	47	8	noise	noise	NOUN
iogr-1203	47	9	and	and	CCONJ
iogr-1203	47	10	geologic	geologic	ADJ
iogr-1203	47	11	contents	content	NOUN
iogr-1203	47	12	as	as	SCONJ
iogr-1203	47	13	shown	show	VERB
iogr-1203	47	14	in	in	ADP
iogr-1203	47	15	figure	figure	NOUN
iogr-1203	47	16	1	1	NUM
iogr-1203	47	17	.	.	PUNCT
iogr-1203	48	1	more	more	ADJ
iogr-1203	48	2	detail	detail	NOUN
iogr-1203	48	3	,	,	PUNCT
iogr-1203	48	4	seismic	seismic	ADJ
iogr-1203	48	5	resolution	resolution	NOUN
iogr-1203	48	6	is	be	AUX
iogr-1203	48	7	subdivided	subdivide	VERB
iogr-1203	48	8	to	to	ADP
iogr-1203	48	9	vertical	vertical	ADJ
iogr-1203	48	10	and	and	CCONJ
iogr-1203	48	11	lateral	lateral	ADJ
iogr-1203	48	12	ones	one	NOUN
iogr-1203	48	13	.	.	PUNCT
iogr-1203	49	1	it	it	PRON
iogr-1203	49	2	depends	depend	VERB
iogr-1203	49	3	on	on	ADP
iogr-1203	49	4	the	the	DET
iogr-1203	49	5	frequency	frequency	NOUN
iogr-1203	49	6	content	content	NOUN
iogr-1203	49	7	of	of	ADP
iogr-1203	49	8	the	the	DET
iogr-1203	49	9	seismic	seismic	ADJ
iogr-1203	49	10	wavelet	wavelet	NOUN
iogr-1203	49	11	and	and	CCONJ
iogr-1203	49	12	aperture	aperture	NOUN
iogr-1203	49	13	of	of	ADP
iogr-1203	49	14	migration	migration	NOUN
iogr-1203	49	15	.	.	PUNCT
iogr-1203	50	1	https://www.earthdoc.org/search?value1=m.+walker&option1=author&noredirect=true	https://www.earthdoc.org/search?value1=m.+walker&option1=author&noredirect=true	PROPN
iogr-1203	50	2	https://www.earthdoc.org/search?value1=p.+paramo&option1=author&noredirect=true	https://www.earthdoc.org/search?value1=p.+paramo&option1=author&noredirect=true	PROPN
iogr-1203	50	3	3	3	NUM
iogr-1203	50	4			NOUN
iogr-1203	50	5	wavelet	wavelet	NOUN
iogr-1203	50	6	is	be	AUX
iogr-1203	50	7	affected	affect	VERB
iogr-1203	50	8	by	by	ADP
iogr-1203	50	9	amplitude	amplitude	NOUN
iogr-1203	50	10	and	and	CCONJ
iogr-1203	50	11	frequency	frequency	NOUN
iogr-1203	50	12	decaying	decay	VERB
iogr-1203	50	13	(	(	PUNCT
iogr-1203	50	14	geometrical	geometrical	ADJ
iogr-1203	50	15	spreading	spreading	NOUN
iogr-1203	50	16	,	,	PUNCT
iogr-1203	50	17	absorption	absorption	NOUN
iogr-1203	50	18	,	,	PUNCT
iogr-1203	50	19	inter	inter	ADJ
iogr-1203	50	20	-	-	ADJ
iogr-1203	50	21	bed	bed	ADJ
iogr-1203	50	22	reflection	reflection	NOUN
iogr-1203	50	23	,	,	PUNCT
iogr-1203	50	24	refraction	refraction	NOUN
iogr-1203	50	25	,	,	PUNCT
iogr-1203	50	26	scattering	scatter	VERB
iogr-1203	50	27	…	…	PUNCT
iogr-1203	50	28	)	)	PUNCT
iogr-1203	50	29	;	;	PUNCT
iogr-1203	50	30	noise	noise	NOUN
iogr-1203	50	31	interference	interference	NOUN
iogr-1203	50	32	;	;	PUNCT
iogr-1203	50	33	human	human	ADJ
iogr-1203	50	34	bias	bias	NOUN
iogr-1203	50	35	whilst	whilst	SCONJ
iogr-1203	50	36	processing	processing	NOUN
iogr-1203	50	37	.	.	PUNCT
iogr-1203	51	1			X
iogr-1203	51	2	geologic	geologic	ADJ
iogr-1203	51	3	contents	content	NOUN
iogr-1203	51	4	include	include	VERB
iogr-1203	51	5	complex	complex	ADJ
iogr-1203	51	6	or	or	CCONJ
iogr-1203	51	7	simple	simple	ADJ
iogr-1203	51	8	geological	geological	ADJ
iogr-1203	51	9	structure	structure	NOUN
iogr-1203	51	10	,	,	PUNCT
iogr-1203	51	11	thin	thin	ADJ
iogr-1203	51	12	or	or	CCONJ
iogr-1203	51	13	thick	thick	ADJ
iogr-1203	51	14	layers	layer	NOUN
iogr-1203	51	15	,	,	PUNCT
iogr-1203	51	16	and	and	CCONJ
iogr-1203	51	17	high	high	ADJ
iogr-1203	51	18	or	or	CCONJ
iogr-1203	51	19	low	low	ADJ
iogr-1203	51	20	impedance	impedance	NOUN
iogr-1203	51	21	contrast	contrast	NOUN
iogr-1203	51	22	.	.	PUNCT
iogr-1203	52	1	figure	figure	NOUN
iogr-1203	52	2	1	1	NUM
iogr-1203	52	3	—	—	PUNCT
iogr-1203	52	4	some	some	PRON
iogr-1203	52	5	of	of	ADP
iogr-1203	52	6	the	the	DET
iogr-1203	52	7	key	key	ADJ
iogr-1203	52	8	variables	variable	NOUN
iogr-1203	52	9	that	that	PRON
iogr-1203	52	10	affect	affect	VERB
iogr-1203	52	11	seismic	seismic	ADJ
iogr-1203	52	12	detectability	detectability	NOUN
iogr-1203	52	13	.	.	PUNCT
iogr-1203	53	1	there	there	PRON
iogr-1203	53	2	is	be	VERB
iogr-1203	53	3	a	a	DET
iogr-1203	53	4	large	large	ADJ
iogr-1203	53	5	range	range	NOUN
iogr-1203	53	6	of	of	ADP
iogr-1203	53	7	seismic	seismic	ADJ
iogr-1203	53	8	resolution	resolution	NOUN
iogr-1203	53	9	,	,	PUNCT
iogr-1203	53	10	it	it	PRON
iogr-1203	53	11	depends	depend	VERB
iogr-1203	53	12	on	on	ADP
iogr-1203	53	13	different	different	ADJ
iogr-1203	53	14	frequency	frequency	NOUN
iogr-1203	53	15	regimes	regime	NOUN
iogr-1203	53	16	:	:	PUNCT
iogr-1203	53	17	25	25	NUM
iogr-1203	53	18	m	m	NOUN
iogr-1203	53	19	for	for	ADP
iogr-1203	53	20	seismic	seismic	ADJ
iogr-1203	53	21	in	in	ADP
iogr-1203	53	22	a	a	DET
iogr-1203	53	23	general	general	ADJ
iogr-1203	53	24	case	case	NOUN
iogr-1203	53	25	of	of	ADP
iogr-1203	53	26	3000	3000	NUM
iogr-1203	53	27	m/s	m/s	PROPN
iogr-1203	53	28	rock	rock	NOUN
iogr-1203	53	29	velocity	velocity	NOUN
iogr-1203	53	30	and	and	CCONJ
iogr-1203	53	31	30hz	30hz	ADJ
iogr-1203	53	32	peak	peak	NOUN
iogr-1203	53	33	/	/	SYM
iogr-1203	53	34	dominant	dominant	ADJ
iogr-1203	53	35	frequency	frequency	NOUN
iogr-1203	53	36	wavelet	wavelet	NOUN
iogr-1203	53	37	(	(	PUNCT
iogr-1203	53	38	source	source	NOUN
iogr-1203	53	39	)	)	PUNCT
iogr-1203	53	40	;	;	PUNCT
iogr-1203	53	41	vsp	vsp	NOUN
iogr-1203	53	42	is	be	AUX
iogr-1203	53	43	10	10	NUM
iogr-1203	53	44	m	m	NOUN
iogr-1203	53	45	,	,	PUNCT
iogr-1203	53	46	sonic	sonic	ADJ
iogr-1203	53	47	is	be	AUX
iogr-1203	53	48	few	few	ADJ
iogr-1203	53	49	cm	cm	NOUN
iogr-1203	53	50	(	(	PUNCT
iogr-1203	53	51	chabot	chabot	PROPN
iogr-1203	53	52	et	et	PROPN
iogr-1203	53	53	al	al	PROPN
iogr-1203	53	54	.	.	PROPN
iogr-1203	53	55	,	,	PUNCT
iogr-1203	53	56	2002	2002	NUM
iogr-1203	53	57	)	)	PUNCT
iogr-1203	53	58	(	(	PUNCT
iogr-1203	53	59	figure	figure	NOUN
iogr-1203	53	60	2	2	NUM
iogr-1203	53	61	)	)	PUNCT
iogr-1203	53	62	.	.	PUNCT
iogr-1203	54	1	vsp	vsp	PROPN
iogr-1203	54	2	stands	stand	VERB
iogr-1203	54	3	at	at	ADP
iogr-1203	54	4	the	the	DET
iogr-1203	54	5	center	center	NOUN
iogr-1203	54	6	as	as	ADP
iogr-1203	54	7	a	a	DET
iogr-1203	54	8	bridge	bridge	NOUN
iogr-1203	54	9	connecting	connect	VERB
iogr-1203	54	10	the	the	DET
iogr-1203	54	11	large	large	ADJ
iogr-1203	54	12	lateral	lateral	ADJ
iogr-1203	54	13	coverage	coverage	NOUN
iogr-1203	54	14	of	of	ADP
iogr-1203	54	15	seismic	seismic	ADJ
iogr-1203	54	16	(	(	PUNCT
iogr-1203	54	17	time	time	NOUN
iogr-1203	54	18	domain	domain	NOUN
iogr-1203	54	19	)	)	PUNCT
iogr-1203	54	20	and	and	CCONJ
iogr-1203	54	21	high	high	ADJ
iogr-1203	54	22	resolution	resolution	NOUN
iogr-1203	54	23	of	of	ADP
iogr-1203	54	24	sonic	sonic	ADJ
iogr-1203	54	25	(	(	PUNCT
iogr-1203	54	26	depth	depth	NOUN
iogr-1203	54	27	domain	domain	NOUN
iogr-1203	54	28	)	)	PUNCT
iogr-1203	54	29	data	datum	NOUN
iogr-1203	54	30	.	.	PUNCT
iogr-1203	55	1	below	below	ADP
iogr-1203	55	2	10	10	NUM
iogr-1203	55	3	m	m	PROPN
iogr-1203	55	4	thickness	thickness	NOUN
iogr-1203	55	5	(	(	PUNCT
iogr-1203	55	6	stratigraphic	stratigraphic	ADJ
iogr-1203	55	7	targets	target	NOUN
iogr-1203	55	8	)	)	PUNCT
iogr-1203	55	9	seismic	seismic	NOUN
iogr-1203	55	10	may	may	AUX
iogr-1203	55	11	suffice	suffice	VERB
iogr-1203	55	12	for	for	ADP
iogr-1203	55	13	structural	structural	ADJ
iogr-1203	55	14	objectives	objective	NOUN
iogr-1203	55	15	(	(	PUNCT
iogr-1203	55	16	prior	prior	ADJ
iogr-1203	55	17	information	information	NOUN
iogr-1203	55	18	)	)	PUNCT
iogr-1203	55	19	,	,	PUNCT
iogr-1203	55	20	the	the	DET
iogr-1203	55	21	detailed	detailed	ADJ
iogr-1203	55	22	reservoir	reservoir	NOUN
iogr-1203	55	23	scale	scale	NOUN
iogr-1203	55	24	will	will	AUX
iogr-1203	55	25	be	be	AUX
iogr-1203	55	26	fitted	fit	VERB
iogr-1203	55	27	by	by	ADP
iogr-1203	55	28	sonic	sonic	ADJ
iogr-1203	55	29	,	,	PUNCT
iogr-1203	55	30	vsp	vsp	NOUN
iogr-1203	55	31	and	and	CCONJ
iogr-1203	55	32	full	full	ADJ
iogr-1203	55	33	waveform	waveform	NOUN
iogr-1203	55	34	sonic	sonic	ADJ
iogr-1203	55	35	or	or	CCONJ
iogr-1203	55	36	cross	cross	VERB
iogr-1203	55	37	well	well	ADV
iogr-1203	55	38	seismic	seismic	ADJ
iogr-1203	55	39	(	(	PUNCT
iogr-1203	55	40	mondol	mondol	NOUN
iogr-1203	55	41	2015	2015	NUM
iogr-1203	55	42	)	)	PUNCT
iogr-1203	55	43	.	.	PUNCT
iogr-1203	56	1	the	the	DET
iogr-1203	56	2	output	output	NOUN
iogr-1203	56	3	from	from	ADP
iogr-1203	56	4	wells	wells	PROPN
iogr-1203	56	5	needs	need	VERB
iogr-1203	56	6	to	to	PART
iogr-1203	56	7	be	be	AUX
iogr-1203	56	8	up	up	ADV
iogr-1203	56	9	sampled	sample	VERB
iogr-1203	56	10	back	back	ADV
iogr-1203	56	11	to	to	ADP
iogr-1203	56	12	seismic	seismic	ADJ
iogr-1203	56	13	frequency	frequency	NOUN
iogr-1203	56	14	range	range	NOUN
iogr-1203	56	15	for	for	ADP
iogr-1203	56	16	later	later	ADV
iogr-1203	56	17	up	up	ADV
iogr-1203	56	18	-	-	PUNCT
iogr-1203	56	19	scaling	scale	VERB
iogr-1203	56	20	purposes	purpose	NOUN
iogr-1203	56	21	.	.	PUNCT
iogr-1203	57	1	the	the	DET
iogr-1203	57	2	“	"	PUNCT
iogr-1203	57	3	grey	grey	ADJ
iogr-1203	57	4	zone	zone	NOUN
iogr-1203	57	5	”	"	PUNCT
iogr-1203	57	6	and	and	CCONJ
iogr-1203	57	7	“	"	PUNCT
iogr-1203	57	8	not	not	PART
iogr-1203	57	9	visible	visible	ADJ
iogr-1203	57	10	seismically	seismically	ADV
iogr-1203	57	11	”	"	PUNCT
iogr-1203	57	12	zones	zone	NOUN
iogr-1203	57	13	contribute	contribute	VERB
iogr-1203	57	14	about	about	ADP
iogr-1203	57	15	a	a	DET
iogr-1203	57	16	half	half	NOUN
iogr-1203	57	17	of	of	ADP
iogr-1203	57	18	the	the	DET
iogr-1203	57	19	seismic	seismic	ADJ
iogr-1203	57	20	volume	volume	NOUN
iogr-1203	57	21	in	in	ADP
iogr-1203	57	22	figure	figure	NOUN
iogr-1203	57	23	1	1	NUM
iogr-1203	57	24	,	,	PUNCT
iogr-1203	57	25	these	these	PRON
iogr-1203	57	26	are	be	AUX
iogr-1203	57	27	the	the	DET
iogr-1203	57	28	challenging	challenging	ADJ
iogr-1203	57	29	part	part	NOUN
iogr-1203	57	30	to	to	ADP
iogr-1203	57	31	the	the	DET
iogr-1203	57	32	conventional	conventional	ADJ
iogr-1203	57	33	approach	approach	NOUN
iogr-1203	57	34	,	,	PUNCT
iogr-1203	57	35	it	it	PRON
iogr-1203	57	36	is	be	AUX
iogr-1203	57	37	beyond	beyond	ADP
iogr-1203	57	38	the	the	DET
iogr-1203	57	39	geoscientists	geoscientist	NOUN
iogr-1203	57	40	’	'	PUNCT
iogr-1203	57	41	(	(	PUNCT
iogr-1203	57	42	human	human	NOUN
iogr-1203	57	43	)	)	PUNCT
iogr-1203	57	44	bare	bare	ADJ
iogr-1203	57	45	eyes	eye	NOUN
iogr-1203	57	46	’	'	PUNCT
iogr-1203	57	47	interpretation	interpretation	NOUN
iogr-1203	57	48	capacity	capacity	NOUN
iogr-1203	57	49	.	.	PUNCT
iogr-1203	58	1	moreover	moreover	ADV
iogr-1203	58	2	,	,	PUNCT
iogr-1203	58	3	to	to	PART
iogr-1203	58	4	invert	invert	VERB
iogr-1203	58	5	seismic	seismic	ADJ
iogr-1203	58	6	to	to	ADP
iogr-1203	58	7	geological	geological	ADJ
iogr-1203	58	8	domain	domain	NOUN
iogr-1203	58	9	in	in	ADP
iogr-1203	58	10	conventional	conventional	ADJ
iogr-1203	58	11	manner	manner	NOUN
iogr-1203	58	12	,	,	PUNCT
iogr-1203	58	13	even	even	ADV
iogr-1203	58	14	the	the	DET
iogr-1203	58	15	most	most	ADV
iogr-1203	58	16	modern	modern	ADJ
iogr-1203	58	17	fwi	fwi	NOUN
iogr-1203	58	18	,	,	PUNCT
iogr-1203	58	19	accurate	accurate	ADJ
iogr-1203	58	20	wavelets	wavelet	NOUN
iogr-1203	58	21	still	still	ADV
iogr-1203	58	22	are	be	AUX
iogr-1203	58	23	extremely	extremely	ADV
iogr-1203	58	24	sensitive	sensitive	ADJ
iogr-1203	58	25	and	and	CCONJ
iogr-1203	58	26	crucial	crucial	ADJ
iogr-1203	58	27	to	to	ADP
iogr-1203	58	28	the	the	DET
iogr-1203	58	29	success	success	NOUN
iogr-1203	58	30	of	of	ADP
iogr-1203	58	31	the	the	DET
iogr-1203	58	32	inversion	inversion	NOUN
iogr-1203	58	33	(	(	PUNCT
iogr-1203	58	34	feng	feng	PROPN
iogr-1203	58	35	et	et	PROPN
iogr-1203	58	36	al	al	PROPN
iogr-1203	58	37	.	.	PROPN
iogr-1203	58	38	2018	2018	NUM
iogr-1203	58	39	)	)	PUNCT
iogr-1203	58	40	.	.	PUNCT
iogr-1203	59	1	figure	figure	NOUN
iogr-1203	59	2	2	2	NUM
iogr-1203	59	3	—	—	PUNCT
iogr-1203	59	4	range	range	NOUN
iogr-1203	59	5	versus	versus	ADP
iogr-1203	59	6	resolution	resolution	NOUN
iogr-1203	59	7	of	of	ADP
iogr-1203	59	8	various	various	ADJ
iogr-1203	59	9	geophysical	geophysical	ADJ
iogr-1203	59	10	techniques	technique	NOUN
iogr-1203	59	11	(	(	PUNCT
iogr-1203	59	12	chabot	chabot	PROPN
iogr-1203	59	13	et	et	PROPN
iogr-1203	59	14	al	al	PROPN
iogr-1203	59	15	.	.	PROPN
iogr-1203	59	16	2002	2002	NUM
iogr-1203	59	17	)	)	PUNCT
iogr-1203	59	18	.	.	PUNCT
iogr-1203	60	1	project	project	NOUN
iogr-1203	60	2	foundation	foundation	NOUN
iogr-1203	60	3	bases	basis	NOUN
iogr-1203	60	4	on	on	ADP
iogr-1203	60	5	forward	forward	ADV
iogr-1203	60	6	modeling	modeling	NOUN
iogr-1203	60	7	and	and	CCONJ
iogr-1203	60	8	deep	deep	ADJ
iogr-1203	60	9	learning	learning	NOUN
iogr-1203	60	10	inversion	inversion	NOUN
iogr-1203	60	11	techniques	technique	NOUN
iogr-1203	60	12	(	(	PUNCT
iogr-1203	60	13	figure	figure	NOUN
iogr-1203	60	14	3	3	NUM
iogr-1203	60	15	)	)	PUNCT
iogr-1203	60	16	,	,	PUNCT
iogr-1203	60	17	where	where	SCONJ
iogr-1203	60	18	x(x1	x(x1	NOUN
iogr-1203	60	19	,	,	PUNCT
iogr-1203	60	20	x2,	x2,	PROPN
iogr-1203	60	21	…	…	SYM
iogr-1203	60	22	,xn	,xn	PUNCT
iogr-1203	60	23	)	)	PUNCT
iogr-1203	60	24	is	be	AUX
iogr-1203	60	25	a	a	DET
iogr-1203	60	26	multi	multi	ADJ
iogr-1203	60	27	-	-	ADJ
iogr-1203	60	28	channel	channel	NOUN
iogr-1203	60	29	tensor	tensor	NOUN
iogr-1203	60	30	;	;	PUNCT
iogr-1203	60	31	of	of	ADP
iogr-1203	60	32	which	which	PRON
iogr-1203	60	33	x1	x1	PROPN
iogr-1203	60	34	is	be	AUX
iogr-1203	60	35	density	density	NOUN
iogr-1203	60	36	vector	vector	NOUN
iogr-1203	60	37	,	,	PUNCT
iogr-1203	60	38	x2	x2	PROPN
iogr-1203	60	39	is	be	AUX
iogr-1203	60	40	compression	compression	NOUN
iogr-1203	60	41	velocity	velocity	NOUN
iogr-1203	60	42	vector	vector	NOUN
iogr-1203	60	43	,	,	PUNCT
iogr-1203	60	44	…	…	PUNCT
iogr-1203	60	45	,	,	PUNCT
iogr-1203	60	46	xn	xn	PROPN
iogr-1203	60	47	is	be	AUX
iogr-1203	60	48	compression	compression	NOUN
iogr-1203	60	49	absorption	absorption	NOUN
iogr-1203	60	50	q	q	NOUN
iogr-1203	60	51	;	;	PUNCT
iogr-1203	60	52	y(i	y(i	PROPN
iogr-1203	60	53	,	,	PUNCT
iogr-1203	60	54	j	j	PROPN
iogr-1203	60	55	)	)	PUNCT
iogr-1203	60	56	is	be	AUX
iogr-1203	60	57	a	a	DET
iogr-1203	60	58	set	set	NOUN
iogr-1203	60	59	of	of	ADP
iogr-1203	60	60	seismic	seismic	ADJ
iogr-1203	60	61	(	(	PUNCT
iogr-1203	60	62	vsp	vsp	NOUN
iogr-1203	60	63	)	)	PUNCT
iogr-1203	60	64	traces	trace	NOUN
iogr-1203	60	65	/	/	SYM
iogr-1203	60	66	gathers	gather	NOUN
iogr-1203	60	67	/	/	SYM
iogr-1203	60	68	stacks	stack	NOUN
iogr-1203	60	69	;	;	PUNCT
iogr-1203	60	70	f(x	f(x	PROPN
iogr-1203	60	71	)	)	PUNCT
iogr-1203	60	72	,	,	PUNCT
iogr-1203	60	73	is	be	AUX
iogr-1203	60	74	a	a	DET
iogr-1203	60	75	convolutional	convolutional	ADJ
iogr-1203	60	76	4	4	NUM
iogr-1203	60	77	function	function	NOUN
iogr-1203	60	78	.	.	PUNCT
iogr-1203	61	1	and	and	CCONJ
iogr-1203	61	2	f-1(y	f-1(y	NOUN
iogr-1203	61	3	)	)	PUNCT
iogr-1203	61	4	is	be	AUX
iogr-1203	61	5	a	a	DET
iogr-1203	61	6	non	non	ADJ
iogr-1203	61	7	-	-	ADJ
iogr-1203	61	8	linear	linear	ADJ
iogr-1203	61	9	deep	deep	ADJ
iogr-1203	61	10	learning	learning	NOUN
iogr-1203	61	11	function	function	NOUN
iogr-1203	61	12	(	(	PUNCT
iogr-1203	61	13	optimum	optimum	ADJ
iogr-1203	61	14	set	set	NOUN
iogr-1203	61	15	of	of	ADP
iogr-1203	61	16	weights	weight	NOUN
iogr-1203	61	17	)	)	PUNCT
iogr-1203	61	18	taking	take	VERB
iogr-1203	61	19	seismic	seismic	ADJ
iogr-1203	61	20	images	image	NOUN
iogr-1203	61	21	and	and	CCONJ
iogr-1203	61	22	original	original	ADJ
iogr-1203	61	23	earth	earth	NOUN
iogr-1203	61	24	model	model	NOUN
iogr-1203	61	25	as	as	ADP
iogr-1203	61	26	inputs	input	NOUN
iogr-1203	61	27	and	and	CCONJ
iogr-1203	61	28	labels	label	NOUN
iogr-1203	61	29	in	in	ADP
iogr-1203	61	30	the	the	DET
iogr-1203	61	31	inversion	inversion	NOUN
iogr-1203	61	32	process	process	NOUN
iogr-1203	61	33	.	.	PUNCT
iogr-1203	62	1	figure	figure	VERB
iogr-1203	62	2	3	3	NUM
iogr-1203	62	3	—	—	PUNCT
iogr-1203	62	4	project	project	NOUN
iogr-1203	62	5	conceptual	conceptual	ADJ
iogr-1203	62	6	model	model	NOUN
iogr-1203	62	7	ssm	ssm	PROPN
iogr-1203	62	8	approach	approach	NOUN
iogr-1203	62	9	is	be	AUX
iogr-1203	62	10	not	not	PART
iogr-1203	62	11	subject	subject	ADJ
iogr-1203	62	12	to	to	ADP
iogr-1203	62	13	the	the	DET
iogr-1203	62	14	accuracy	accuracy	NOUN
iogr-1203	62	15	of	of	ADP
iogr-1203	62	16	the	the	DET
iogr-1203	62	17	wavelet	wavelet	NOUN
iogr-1203	62	18	,	,	PUNCT
iogr-1203	62	19	it	it	PRON
iogr-1203	62	20	also	also	ADV
iogr-1203	62	21	digs	dig	VERB
iogr-1203	62	22	into	into	ADP
iogr-1203	62	23	the	the	DET
iogr-1203	62	24	“	"	PUNCT
iogr-1203	62	25	grey	grey	ADJ
iogr-1203	62	26	zone	zone	NOUN
iogr-1203	62	27	”	"	PUNCT
iogr-1203	62	28	and	and	CCONJ
iogr-1203	62	29	“	"	PUNCT
iogr-1203	62	30	not	not	PART
iogr-1203	62	31	visible	visible	ADJ
iogr-1203	62	32	seismically	seismically	ADJ
iogr-1203	62	33	”	"	PUNCT
iogr-1203	62	34	zones	zone	NOUN
iogr-1203	62	35	to	to	PART
iogr-1203	62	36	get	get	VERB
iogr-1203	62	37	the	the	DET
iogr-1203	62	38	insights	insight	NOUN
iogr-1203	62	39	from	from	ADP
iogr-1203	62	40	the	the	DET
iogr-1203	62	41	raw	raw	ADJ
iogr-1203	62	42	seismic	seismic	NOUN
iogr-1203	62	43	and	and	CCONJ
iogr-1203	62	44	the	the	DET
iogr-1203	62	45	other	other	ADJ
iogr-1203	62	46	hard	hard	ADJ
iogr-1203	62	47	data	datum	NOUN
iogr-1203	62	48	thus	thus	ADV
iogr-1203	62	49	skips	skip	VERB
iogr-1203	62	50	huge	huge	ADJ
iogr-1203	62	51	workloads	workload	NOUN
iogr-1203	62	52	of	of	ADP
iogr-1203	62	53	processing	processing	NOUN
iogr-1203	62	54	and	and	CCONJ
iogr-1203	62	55	interpretation	interpretation	NOUN
iogr-1203	62	56	.	.	PUNCT
iogr-1203	63	1	technically	technically	ADV
iogr-1203	63	2	,	,	PUNCT
iogr-1203	63	3	the	the	DET
iogr-1203	63	4	project	project	NOUN
iogr-1203	63	5	is	be	AUX
iogr-1203	63	6	divided	divide	VERB
iogr-1203	63	7	into	into	ADP
iogr-1203	63	8	three	three	NUM
iogr-1203	63	9	stages	stage	NOUN
iogr-1203	63	10	(	(	PUNCT
iogr-1203	63	11	figure	figure	NOUN
iogr-1203	63	12	4	4	NUM
iogr-1203	63	13	)	)	PUNCT
iogr-1203	63	14	.	.	PUNCT
iogr-1203	64	1			NOUN
iogr-1203	64	2	stage	stage	NOUN
iogr-1203	64	3	1	1	NUM
iogr-1203	64	4	:	:	PUNCT
iogr-1203	64	5	the	the	DET
iogr-1203	64	6	“	"	PUNCT
iogr-1203	64	7	bottom	bottom	ADJ
iogr-1203	64	8	level	level	NOUN
iogr-1203	64	9	”	"	PUNCT
iogr-1203	64	10	is	be	AUX
iogr-1203	64	11	built	build	VERB
iogr-1203	64	12	at	at	ADP
iogr-1203	64	13	well	well	ADJ
iogr-1203	64	14	locations	location	NOUN
iogr-1203	64	15	.	.	PUNCT
iogr-1203	65	1	rock	rock	NOUN
iogr-1203	65	2	properties	property	NOUN
iogr-1203	65	3	derived	derive	VERB
iogr-1203	65	4	from	from	ADP
iogr-1203	65	5	well	well	ADV
iogr-1203	65	6	logs	log	NOUN
iogr-1203	65	7	and	and	CCONJ
iogr-1203	65	8	surrounding	surround	VERB
iogr-1203	65	9	geological	geological	ADJ
iogr-1203	65	10	structures	structure	NOUN
iogr-1203	65	11	from	from	ADP
iogr-1203	65	12	seismic	seismic	ADJ
iogr-1203	65	13	will	will	AUX
iogr-1203	65	14	be	be	AUX
iogr-1203	65	15	utilized	utilize	VERB
iogr-1203	65	16	to	to	PART
iogr-1203	65	17	build	build	VERB
iogr-1203	65	18	2d	2d	NUM
iogr-1203	65	19	viscoelastic	viscoelastic	ADJ
iogr-1203	65	20	forwarding	forwarding	NOUN
iogr-1203	65	21	models	model	NOUN
iogr-1203	65	22	which	which	PRON
iogr-1203	65	23	include	include	VERB
iogr-1203	65	24	vp	vp	PROPN
iogr-1203	65	25	,	,	PUNCT
iogr-1203	65	26	vs	vs	ADP
iogr-1203	65	27	,	,	PUNCT
iogr-1203	65	28	density	density	NOUN
iogr-1203	65	29	,	,	PUNCT
iogr-1203	65	30	qp	qp	ADV
iogr-1203	65	31	and	and	CCONJ
iogr-1203	65	32	qs	q	VERB
iogr-1203	65	33	.	.	PUNCT
iogr-1203	65	34	by	by	ADP
iogr-1203	65	35	altering	alter	VERB
iogr-1203	65	36	rock	rock	NOUN
iogr-1203	65	37	properties	property	NOUN
iogr-1203	65	38	values	value	NOUN
iogr-1203	65	39	and	and	CCONJ
iogr-1203	65	40	thickness	thickness	NOUN
iogr-1203	65	41	of	of	ADP
iogr-1203	65	42	each	each	DET
iogr-1203	65	43	layer	layer	NOUN
iogr-1203	65	44	,	,	PUNCT
iogr-1203	65	45	the	the	DET
iogr-1203	65	46	model	model	NOUN
iogr-1203	65	47	will	will	AUX
iogr-1203	65	48	be	be	AUX
iogr-1203	65	49	multiplied	multiply	VERB
iogr-1203	65	50	thousand	thousand	NUM
iogr-1203	65	51	times	time	NOUN
iogr-1203	65	52	.	.	PUNCT
iogr-1203	66	1	synthetic	synthetic	ADJ
iogr-1203	66	2	seismic	seismic	NOUN
iogr-1203	66	3	will	will	AUX
iogr-1203	66	4	be	be	AUX
iogr-1203	66	5	simulated	simulate	VERB
iogr-1203	66	6	on	on	ADP
iogr-1203	66	7	the	the	DET
iogr-1203	66	8	models	model	NOUN
iogr-1203	66	9	following	follow	VERB
iogr-1203	66	10	single	single	ADJ
iogr-1203	66	11	source	source	NOUN
iogr-1203	66	12	common	common	ADJ
iogr-1203	66	13	midpoint	midpoint	NOUN
iogr-1203	66	14	(	(	PUNCT
iogr-1203	66	15	cmp	cmp	NOUN
iogr-1203	66	16	)	)	PUNCT
iogr-1203	66	17	seismic	seismic	ADJ
iogr-1203	66	18	and	and	CCONJ
iogr-1203	66	19	vsp	vsp	NOUN
iogr-1203	66	20	recording	recording	NOUN
iogr-1203	66	21	geometries	geometry	NOUN
iogr-1203	66	22	.	.	PUNCT
iogr-1203	67	1	actual	actual	ADJ
iogr-1203	67	2	field	field	NOUN
iogr-1203	67	3	recorded	record	VERB
iogr-1203	67	4	surface	surface	NOUN
iogr-1203	67	5	hydrophone	hydrophone	NOUN
iogr-1203	67	6	source	source	NOUN
iogr-1203	67	7	signatures	signature	NOUN
iogr-1203	67	8	can	can	AUX
iogr-1203	67	9	be	be	AUX
iogr-1203	67	10	used	use	VERB
iogr-1203	67	11	as	as	ADP
iogr-1203	67	12	convolution	convolution	NOUN
iogr-1203	67	13	wavelets	wavelet	NOUN
iogr-1203	67	14	.	.	PUNCT
iogr-1203	68	1	these	these	PRON
iogr-1203	68	2	generated	generate	VERB
iogr-1203	68	3	synthetic	synthetic	ADJ
iogr-1203	68	4	seismic	seismic	NOUN
iogr-1203	68	5	will	will	AUX
iogr-1203	68	6	be	be	AUX
iogr-1203	68	7	fed	feed	VERB
iogr-1203	68	8	into	into	ADP
iogr-1203	68	9	deep	deep	ADJ
iogr-1203	68	10	learning	learning	NOUN
iogr-1203	68	11	networks	network	NOUN
iogr-1203	68	12	as	as	ADP
iogr-1203	68	13	inputs	input	NOUN
iogr-1203	68	14	,	,	PUNCT
iogr-1203	68	15	meanwhile	meanwhile	ADV
iogr-1203	68	16	the	the	DET
iogr-1203	68	17	forwarding	forwarding	NOUN
iogr-1203	68	18	models	model	NOUN
iogr-1203	68	19	will	will	AUX
iogr-1203	68	20	be	be	AUX
iogr-1203	68	21	the	the	DET
iogr-1203	68	22	labels	label	NOUN
iogr-1203	68	23	in	in	ADP
iogr-1203	68	24	the	the	DET
iogr-1203	68	25	inversion	inversion	NOUN
iogr-1203	68	26	processes	process	NOUN
iogr-1203	68	27	.	.	PUNCT
iogr-1203	69	1	vsp	vsp	NOUN
iogr-1203	69	2	inversion	inversion	NOUN
iogr-1203	69	3	will	will	AUX
iogr-1203	69	4	compute	compute	VERB
iogr-1203	69	5	sensitive	sensitive	ADJ
iogr-1203	69	6	rock	rock	NOUN
iogr-1203	69	7	properties	property	NOUN
iogr-1203	69	8	:	:	PUNCT
iogr-1203	69	9	vs	vs	ADP
iogr-1203	69	10	,	,	PUNCT
iogr-1203	69	11	density	density	NOUN
iogr-1203	69	12	,	,	PUNCT
iogr-1203	69	13	qp	qp	ADP
iogr-1203	69	14	,	,	PUNCT
iogr-1203	69	15	qs	qs	ADP
iogr-1203	69	16	while	while	SCONJ
iogr-1203	69	17	seismic	seismic	ADJ
iogr-1203	69	18	inversion	inversion	NOUN
iogr-1203	69	19	will	will	AUX
iogr-1203	69	20	cross	cross	VERB
iogr-1203	69	21	check	check	VERB
iogr-1203	69	22	the	the	DET
iogr-1203	69	23	inverted	invert	VERB
iogr-1203	69	24	properties	property	NOUN
iogr-1203	69	25	computed	compute	VERB
iogr-1203	69	26	from	from	ADP
iogr-1203	69	27	vsp	vsp	NOUN
iogr-1203	69	28	.	.	PUNCT
iogr-1203	70	1	the	the	DET
iogr-1203	70	2	deep	deep	ADJ
iogr-1203	70	3	learning	learning	NOUN
iogr-1203	70	4	model	model	NOUN
iogr-1203	70	5	will	will	AUX
iogr-1203	70	6	be	be	AUX
iogr-1203	70	7	trained	train	VERB
iogr-1203	70	8	for	for	ADP
iogr-1203	70	9	many	many	ADJ
iogr-1203	70	10	epochs	epoch	NOUN
iogr-1203	70	11	,	,	PUNCT
iogr-1203	70	12	the	the	DET
iogr-1203	70	13	optimum	optimum	ADJ
iogr-1203	70	14	weight	weight	NOUN
iogr-1203	70	15	scheme	scheme	NOUN
iogr-1203	70	16	will	will	AUX
iogr-1203	70	17	be	be	AUX
iogr-1203	70	18	saved	save	VERB
iogr-1203	70	19	as	as	ADP
iogr-1203	70	20	an	an	DET
iogr-1203	70	21	ai	ai	NOUN
iogr-1203	70	22	engine	engine	NOUN
iogr-1203	70	23	for	for	ADP
iogr-1203	70	24	further	further	ADJ
iogr-1203	70	25	predictions	prediction	NOUN
iogr-1203	70	26	.	.	PUNCT
iogr-1203	71	1			NOUN
iogr-1203	71	2	stage	stage	NOUN
iogr-1203	71	3	2	2	NUM
iogr-1203	71	4	:	:	PUNCT
iogr-1203	71	5	is	be	AUX
iogr-1203	71	6	spreading	spread	VERB
iogr-1203	71	7	out	out	ADP
iogr-1203	71	8	the	the	DET
iogr-1203	71	9	engine	engine	NOUN
iogr-1203	71	10	to	to	ADP
iogr-1203	71	11	areas	area	NOUN
iogr-1203	71	12	apart	apart	ADV
iogr-1203	71	13	from	from	ADP
iogr-1203	71	14	wells	wells	PROPN
iogr-1203	71	15	.	.	PUNCT
iogr-1203	72	1			NOUN
iogr-1203	72	2	stage	stage	NOUN
iogr-1203	72	3	3	3	NUM
iogr-1203	72	4	:	:	PUNCT
iogr-1203	72	5	is	be	AUX
iogr-1203	72	6	another	another	DET
iogr-1203	72	7	extension	extension	NOUN
iogr-1203	72	8	with	with	ADP
iogr-1203	72	9	the	the	DET
iogr-1203	72	10	integration	integration	NOUN
iogr-1203	72	11	of	of	ADP
iogr-1203	72	12	dynamic	dynamic	ADJ
iogr-1203	72	13	data	datum	NOUN
iogr-1203	72	14	.	.	PUNCT
iogr-1203	73	1	figure	figure	VERB
iogr-1203	73	2	4	4	NUM
iogr-1203	73	3	—	—	PUNCT
iogr-1203	73	4	project	project	NOUN
iogr-1203	73	5	workflow	workflow	NOUN
iogr-1203	73	6	comprises	comprise	VERB
iogr-1203	73	7	three	three	NUM
iogr-1203	73	8	stages	stage	NOUN
iogr-1203	73	9	5	5	NUM
iogr-1203	73	10	in	in	ADP
iogr-1203	73	11	more	more	ADV
iogr-1203	73	12	detailed	detailed	ADJ
iogr-1203	73	13	,	,	PUNCT
iogr-1203	73	14	stage	stage	NOUN
iogr-1203	73	15	1	1	NUM
iogr-1203	73	16	is	be	AUX
iogr-1203	73	17	shown	show	VERB
iogr-1203	73	18	as	as	ADP
iogr-1203	73	19	in	in	ADP
iogr-1203	73	20	figure	figure	NOUN
iogr-1203	73	21	5	5	NUM
iogr-1203	73	22	,	,	PUNCT
iogr-1203	73	23	starting	start	VERB
iogr-1203	73	24	at	at	ADP
iogr-1203	73	25	a	a	DET
iogr-1203	73	26	well	well	NOUN
iogr-1203	73	27	which	which	PRON
iogr-1203	73	28	has	have	AUX
iogr-1203	73	29	at	at	ADP
iogr-1203	73	30	least	least	ADJ
iogr-1203	73	31	vp	vp	NOUN
iogr-1203	73	32	,	,	PUNCT
iogr-1203	73	33	vs	vs	ADP
iogr-1203	73	34	,	,	PUNCT
iogr-1203	73	35	density	density	NOUN
iogr-1203	73	36	,	,	PUNCT
iogr-1203	73	37	vsp	vsp	NOUN
iogr-1203	73	38	and	and	CCONJ
iogr-1203	73	39	simple	simple	ADJ
iogr-1203	73	40	interpreted	interpret	VERB
iogr-1203	73	41	seismic	seismic	ADJ
iogr-1203	73	42	horizons	horizon	NOUN
iogr-1203	73	43	/	/	SYM
iogr-1203	73	44	faults	fault	NOUN
iogr-1203	73	45	.	.	PUNCT
iogr-1203	74	1	a	a	DET
iogr-1203	74	2	2d	2d	NUM
iogr-1203	74	3	structure	structure	NOUN
iogr-1203	74	4	model	model	NOUN
iogr-1203	74	5	across	across	ADP
iogr-1203	74	6	the	the	DET
iogr-1203	74	7	well	well	NOUN
iogr-1203	74	8	will	will	AUX
iogr-1203	74	9	first	first	ADV
iogr-1203	74	10	be	be	AUX
iogr-1203	74	11	constructed	construct	VERB
iogr-1203	74	12	from	from	ADP
iogr-1203	74	13	seismic	seismic	ADJ
iogr-1203	74	14	structure	structure	NOUN
iogr-1203	74	15	interpretation	interpretation	NOUN
iogr-1203	74	16	results	result	VERB
iogr-1203	74	17	.	.	PUNCT
iogr-1203	75	1	the	the	DET
iogr-1203	75	2	intra	intra	NOUN
iogr-1203	75	3	-	-	NOUN
iogr-1203	75	4	layers	layer	NOUN
iogr-1203	75	5	and	and	CCONJ
iogr-1203	75	6	rock	rock	NOUN
iogr-1203	75	7	-	-	PUNCT
iogr-1203	75	8	physics	physics	NOUN
iogr-1203	75	9	properties	property	NOUN
iogr-1203	75	10	will	will	AUX
iogr-1203	75	11	be	be	AUX
iogr-1203	75	12	filled	fill	VERB
iogr-1203	75	13	up	up	ADP
iogr-1203	75	14	by	by	ADP
iogr-1203	75	15	well	well	ADV
iogr-1203	75	16	logs	log	NOUN
iogr-1203	75	17	following	follow	VERB
iogr-1203	75	18	seismic	seismic	ADJ
iogr-1203	75	19	intra	intra	ADJ
iogr-1203	75	20	-	-	ADJ
iogr-1203	75	21	layer	layer	ADJ
iogr-1203	75	22	facies	facie	NOUN
iogr-1203	75	23	.	.	PUNCT
iogr-1203	76	1	for	for	ADP
iogr-1203	76	2	the	the	DET
iogr-1203	76	3	quick	quick	ADJ
iogr-1203	76	4	computation	computation	NOUN
iogr-1203	76	5	,	,	PUNCT
iogr-1203	76	6	well	well	ADV
iogr-1203	76	7	logs	log	NOUN
iogr-1203	76	8	can	can	AUX
iogr-1203	76	9	be	be	AUX
iogr-1203	76	10	blocked	block	VERB
iogr-1203	76	11	at	at	ADP
iogr-1203	76	12	seismic	seismic	ADJ
iogr-1203	76	13	or	or	CCONJ
iogr-1203	76	14	vsp	vsp	NOUN
iogr-1203	76	15	scale	scale	NOUN
iogr-1203	76	16	(	(	PUNCT
iogr-1203	76	17	5	5	NUM
iogr-1203	76	18	-	-	SYM
iogr-1203	76	19	10	10	NUM
iogr-1203	76	20	m	m	NOUN
iogr-1203	76	21	or	or	CCONJ
iogr-1203	76	22	1	1	NUM
iogr-1203	76	23	-	-	SYM
iogr-1203	76	24	5	5	NUM
iogr-1203	76	25	m	m	NOUN
iogr-1203	76	26	)	)	PUNCT
iogr-1203	76	27	.	.	PUNCT
iogr-1203	77	1	forward	forward	ADV
iogr-1203	77	2	modeling	modeling	NOUN
iogr-1203	77	3	process	process	NOUN
iogr-1203	77	4	will	will	AUX
iogr-1203	77	5	be	be	AUX
iogr-1203	77	6	carried	carry	VERB
iogr-1203	77	7	out	out	ADP
iogr-1203	77	8	on	on	ADP
iogr-1203	77	9	that	that	DET
iogr-1203	77	10	model	model	NOUN
iogr-1203	77	11	for	for	ADP
iogr-1203	77	12	seismic	seismic	ADJ
iogr-1203	77	13	and	and	CCONJ
iogr-1203	77	14	vsp	vsp	NOUN
iogr-1203	77	15	survey	survey	NOUN
iogr-1203	77	16	geometries	geometry	NOUN
iogr-1203	77	17	to	to	PART
iogr-1203	77	18	generate	generate	VERB
iogr-1203	77	19	synthetic	synthetic	ADJ
iogr-1203	77	20	seismic	seismic	ADJ
iogr-1203	77	21	traces	trace	NOUN
iogr-1203	77	22	.	.	PUNCT
iogr-1203	78	1	this	this	DET
iogr-1203	78	2	process	process	NOUN
iogr-1203	78	3	will	will	AUX
iogr-1203	78	4	be	be	AUX
iogr-1203	78	5	replicated	replicate	VERB
iogr-1203	78	6	hundred	hundred	NUM
iogr-1203	78	7	to	to	PART
iogr-1203	78	8	thousand	thousand	NUM
iogr-1203	78	9	times	time	NOUN
iogr-1203	78	10	by	by	ADP
iogr-1203	78	11	iterating	iterate	VERB
iogr-1203	78	12	randomly	randomly	ADV
iogr-1203	78	13	the	the	DET
iogr-1203	78	14	thickness	thickness	NOUN
iogr-1203	78	15	and	and	CCONJ
iogr-1203	78	16	rock	rock	NOUN
iogr-1203	78	17	-	-	PUNCT
iogr-1203	78	18	properties	property	NOUN
iogr-1203	78	19	within	within	ADP
iogr-1203	78	20	their	their	PRON
iogr-1203	78	21	statistical	statistical	ADJ
iogr-1203	78	22	tolerances	tolerance	NOUN
iogr-1203	78	23	to	to	PART
iogr-1203	78	24	create	create	VERB
iogr-1203	78	25	a	a	DET
iogr-1203	78	26	dataset	dataset	NOUN
iogr-1203	78	27	for	for	ADP
iogr-1203	78	28	deep	deep	ADJ
iogr-1203	78	29	learning	learning	NOUN
iogr-1203	78	30	model	model	NOUN
iogr-1203	78	31	.	.	PUNCT
iogr-1203	79	1	the	the	DET
iogr-1203	79	2	rock	rock	NOUN
iogr-1203	79	3	-	-	PUNCT
iogr-1203	79	4	physics	physics	NOUN
iogr-1203	79	5	models	model	NOUN
iogr-1203	79	6	and	and	CCONJ
iogr-1203	79	7	their	their	PRON
iogr-1203	79	8	synthetic	synthetic	ADJ
iogr-1203	79	9	seismic	seismic	ADJ
iogr-1203	79	10	images	image	NOUN
iogr-1203	79	11	will	will	AUX
iogr-1203	79	12	be	be	AUX
iogr-1203	79	13	fed	feed	VERB
iogr-1203	79	14	into	into	ADP
iogr-1203	79	15	a	a	DET
iogr-1203	79	16	deep	deep	ADJ
iogr-1203	79	17	learning	learning	NOUN
iogr-1203	79	18	network	network	NOUN
iogr-1203	79	19	as	as	ADP
iogr-1203	79	20	labels	label	NOUN
iogr-1203	79	21	and	and	CCONJ
iogr-1203	79	22	multi	multi	ADJ
iogr-1203	79	23	-	-	ADJ
iogr-1203	79	24	channel	channel	ADJ
iogr-1203	79	25	inputs	input	NOUN
iogr-1203	79	26	for	for	ADP
iogr-1203	79	27	model	model	NOUN
iogr-1203	79	28	training	training	NOUN
iogr-1203	79	29	.	.	PUNCT
iogr-1203	80	1	an	an	DET
iogr-1203	80	2	optimum	optimum	ADJ
iogr-1203	80	3	set	set	NOUN
iogr-1203	80	4	of	of	ADP
iogr-1203	80	5	weight	weight	NOUN
iogr-1203	80	6	(	(	PUNCT
iogr-1203	80	7	ai	ai	VERB
iogr-1203	80	8	engine	engine	NOUN
iogr-1203	80	9	)	)	PUNCT
iogr-1203	80	10	will	will	AUX
iogr-1203	80	11	be	be	AUX
iogr-1203	80	12	captured	capture	VERB
iogr-1203	80	13	to	to	PART
iogr-1203	80	14	predict	predict	VERB
iogr-1203	80	15	2d	2d	NUM
iogr-1203	80	16	rock	rock	NOUN
iogr-1203	80	17	physics	physics	NOUN
iogr-1203	80	18	models	model	NOUN
iogr-1203	80	19	simultaneously	simultaneously	ADV
iogr-1203	80	20	from	from	ADP
iogr-1203	80	21	actual	actual	ADJ
iogr-1203	80	22	seismic	seismic	ADJ
iogr-1203	80	23	and	and	CCONJ
iogr-1203	80	24	vsp	vsp	PROPN
iogr-1203	80	25	data	datum	NOUN
iogr-1203	80	26	.	.	PUNCT
iogr-1203	81	1	figure	figure	NOUN
iogr-1203	81	2	5	5	NUM
iogr-1203	81	3	—	—	PUNCT
iogr-1203	81	4	stage	stage	NOUN
iogr-1203	81	5	01	01	NUM
iogr-1203	81	6	-	-	PUNCT
iogr-1203	81	7	forward	forward	NOUN
iogr-1203	81	8	modeling	modeling	NOUN
iogr-1203	81	9	products	product	NOUN
iogr-1203	81	10	are	be	AUX
iogr-1203	81	11	the	the	DET
iogr-1203	81	12	materials	material	NOUN
iogr-1203	81	13	for	for	ADP
iogr-1203	81	14	deep	deep	ADJ
iogr-1203	81	15	learning	learning	NOUN
iogr-1203	81	16	network	network	NOUN
iogr-1203	81	17	model	model	NOUN
iogr-1203	81	18	training	training	NOUN
iogr-1203	81	19	;	;	PUNCT
iogr-1203	81	20	an	an	DET
iogr-1203	81	21	ai	ai	NOUN
iogr-1203	81	22	engine	engine	NOUN
iogr-1203	81	23	will	will	AUX
iogr-1203	81	24	be	be	AUX
iogr-1203	81	25	saved	save	VERB
iogr-1203	81	26	to	to	PART
iogr-1203	81	27	predict	predict	VERB
iogr-1203	81	28	rock	rock	NOUN
iogr-1203	81	29	-	-	PUNCT
iogr-1203	81	30	properties	property	NOUN
iogr-1203	81	31	from	from	ADP
iogr-1203	81	32	real	real	ADJ
iogr-1203	81	33	seismic	seismic	ADJ
iogr-1203	81	34	and	and	CCONJ
iogr-1203	81	35	vsp	vsp	NOUN
iogr-1203	81	36	data	datum	NOUN
iogr-1203	81	37	.	.	PUNCT
iogr-1203	82	1	those	those	DET
iogr-1203	82	2	steps	step	NOUN
iogr-1203	82	3	will	will	AUX
iogr-1203	82	4	be	be	AUX
iogr-1203	82	5	replicated	replicate	VERB
iogr-1203	82	6	to	to	ADP
iogr-1203	82	7	other	other	ADJ
iogr-1203	82	8	wells	well	NOUN
iogr-1203	82	9	then	then	ADV
iogr-1203	82	10	.	.	PUNCT
iogr-1203	83	1	consequently	consequently	ADV
iogr-1203	83	2	,	,	PUNCT
iogr-1203	83	3	a	a	DET
iogr-1203	83	4	set	set	NOUN
iogr-1203	83	5	of	of	ADP
iogr-1203	83	6	ai	ai	ADJ
iogr-1203	83	7	engines	engine	NOUN
iogr-1203	83	8	representing	represent	VERB
iogr-1203	83	9	specific	specific	ADJ
iogr-1203	83	10	geology	geology	NOUN
iogr-1203	83	11	(	(	PUNCT
iogr-1203	83	12	well	well	INTJ
iogr-1203	83	13	locations	location	NOUN
iogr-1203	83	14	)	)	PUNCT
iogr-1203	83	15	are	be	AUX
iogr-1203	83	16	ready	ready	ADJ
iogr-1203	83	17	for	for	ADP
iogr-1203	83	18	next	next	ADJ
iogr-1203	83	19	steps	step	NOUN
iogr-1203	83	20	.	.	PUNCT
iogr-1203	84	1	stage	stage	NOUN
iogr-1203	84	2	2	2	NUM
iogr-1203	84	3	is	be	AUX
iogr-1203	84	4	the	the	DET
iogr-1203	84	5	extension	extension	NOUN
iogr-1203	84	6	of	of	ADP
iogr-1203	84	7	stage	stage	NOUN
iogr-1203	84	8	1	1	NUM
iogr-1203	84	9	into	into	ADP
iogr-1203	84	10	3d	3d	NUM
iogr-1203	84	11	scale	scale	NOUN
iogr-1203	84	12	.	.	PUNCT
iogr-1203	85	1	the	the	DET
iogr-1203	85	2	conflict	conflict	NOUN
iogr-1203	85	3	of	of	ADP
iogr-1203	85	4	mismatching	mismatch	VERB
iogr-1203	85	5	among	among	ADP
iogr-1203	85	6	inverted	inverted	ADJ
iogr-1203	85	7	2d	2d	PROPN
iogr-1203	85	8	rockphysics	rockphysic	NOUN
iogr-1203	85	9	models	model	NOUN
iogr-1203	85	10	will	will	AUX
iogr-1203	85	11	be	be	AUX
iogr-1203	85	12	encountered	encounter	VERB
iogr-1203	85	13	and	and	CCONJ
iogr-1203	85	14	really	really	ADV
iogr-1203	85	15	a	a	DET
iogr-1203	85	16	challenge	challenge	NOUN
iogr-1203	85	17	.	.	PUNCT
iogr-1203	86	1	outputs	output	NOUN
iogr-1203	86	2	of	of	ADP
iogr-1203	86	3	stage	stage	NOUN
iogr-1203	86	4	1	1	NUM
iogr-1203	86	5	will	will	AUX
iogr-1203	86	6	be	be	AUX
iogr-1203	86	7	considered	consider	VERB
iogr-1203	86	8	as	as	ADP
iogr-1203	86	9	hard	hard	ADJ
iogr-1203	86	10	data	datum	NOUN
iogr-1203	86	11	/	/	SYM
iogr-1203	86	12	input	input	NOUN
iogr-1203	86	13	.	.	PUNCT
iogr-1203	87	1	forward	forward	ADV
iogr-1203	87	2	modeling	modeling	NOUN
iogr-1203	87	3	process	process	NOUN
iogr-1203	87	4	will	will	AUX
iogr-1203	87	5	be	be	AUX
iogr-1203	87	6	continued	continue	VERB
iogr-1203	87	7	in	in	ADP
iogr-1203	87	8	other	other	ADJ
iogr-1203	87	9	directions	direction	NOUN
iogr-1203	87	10	and	and	CCONJ
iogr-1203	87	11	areas	area	NOUN
iogr-1203	87	12	apart	apart	ADV
iogr-1203	87	13	from	from	ADP
iogr-1203	87	14	wells	wells	PROPN
iogr-1203	87	15	.	.	PUNCT
iogr-1203	88	1	study	study	NOUN
iogr-1203	88	2	area	area	NOUN
iogr-1203	88	3	can	can	AUX
iogr-1203	88	4	be	be	AUX
iogr-1203	88	5	subdivided	subdivide	VERB
iogr-1203	88	6	to	to	ADP
iogr-1203	88	7	smaller	small	ADJ
iogr-1203	88	8	partitions	partition	NOUN
iogr-1203	88	9	following	follow	VERB
iogr-1203	88	10	geology	geology	NOUN
iogr-1203	88	11	,	,	PUNCT
iogr-1203	88	12	normally	normally	ADV
iogr-1203	88	13	faults	fault	NOUN
iogr-1203	88	14	act	act	VERB
iogr-1203	88	15	as	as	ADP
iogr-1203	88	16	natural	natural	ADJ
iogr-1203	88	17	partition	partition	NOUN
iogr-1203	88	18	boundaries	boundary	NOUN
iogr-1203	88	19	.	.	PUNCT
iogr-1203	89	1	multi	multi	ADJ
iogr-1203	89	2	-	-	NOUN
iogr-1203	89	3	source	source	NOUN
iogr-1203	89	4	forward	forward	ADJ
iogr-1203	89	5	modeling	modeling	NOUN
iogr-1203	89	6	will	will	AUX
iogr-1203	89	7	be	be	AUX
iogr-1203	89	8	applied	apply	VERB
iogr-1203	89	9	for	for	ADP
iogr-1203	89	10	seismic	seismic	ADJ
iogr-1203	89	11	survey	survey	NOUN
iogr-1203	89	12	geometry	geometry	NOUN
iogr-1203	89	13	for	for	ADP
iogr-1203	89	14	further	further	ADJ
iogr-1203	89	15	migration	migration	NOUN
iogr-1203	89	16	and	and	CCONJ
iogr-1203	89	17	stacking	stacking	NOUN
iogr-1203	89	18	processes	process	NOUN
iogr-1203	89	19	that	that	PRON
iogr-1203	89	20	generate	generate	VERB
iogr-1203	89	21	3d	3d	NOUN
iogr-1203	89	22	seismic	seismic	ADJ
iogr-1203	89	23	cubes	cube	NOUN
iogr-1203	89	24	which	which	PRON
iogr-1203	89	25	will	will	AUX
iogr-1203	89	26	be	be	AUX
iogr-1203	89	27	fed	feed	VERB
iogr-1203	89	28	into	into	ADP
iogr-1203	89	29	a	a	DET
iogr-1203	89	30	3d	3d	NUM
iogr-1203	89	31	deep	deep	ADJ
iogr-1203	89	32	learning	learning	NOUN
iogr-1203	89	33	network	network	NOUN
iogr-1203	89	34	model	model	NOUN
iogr-1203	89	35	to	to	PART
iogr-1203	89	36	create	create	VERB
iogr-1203	89	37	an	an	DET
iogr-1203	89	38	engine	engine	NOUN
iogr-1203	89	39	for	for	ADP
iogr-1203	89	40	quick	quick	ADJ
iogr-1203	89	41	3d	3d	NUM
iogr-1203	89	42	seismic	seismic	NOUN
iogr-1203	89	43	to	to	ADP
iogr-1203	89	44	geology	geology	NOUN
iogr-1203	89	45	inversion	inversion	NOUN
iogr-1203	89	46	.	.	PUNCT
iogr-1203	90	1	to	to	PART
iogr-1203	90	2	overcome	overcome	VERB
iogr-1203	90	3	the	the	DET
iogr-1203	90	4	conflict	conflict	NOUN
iogr-1203	90	5	of	of	ADP
iogr-1203	90	6	miss	miss	NOUN
iogr-1203	90	7	-	-	PUNCT
iogr-1203	90	8	matching	matching	NOUN
iogr-1203	90	9	at	at	ADP
iogr-1203	90	10	boundaries	boundary	NOUN
iogr-1203	90	11	intersection	intersection	NOUN
iogr-1203	90	12	among	among	ADP
iogr-1203	90	13	partitions	partition	NOUN
iogr-1203	90	14	,	,	PUNCT
iogr-1203	90	15	multi	multi	ADJ
iogr-1203	90	16	-	-	ADJ
iogr-1203	90	17	point	point	ADJ
iogr-1203	90	18	statistics	statistic	NOUN
iogr-1203	90	19	(	(	PUNCT
iogr-1203	90	20	mps	mp	NOUN
iogr-1203	90	21	)	)	PUNCT
iogr-1203	90	22	algorithm	algorithm	NOUN
iogr-1203	90	23	is	be	AUX
iogr-1203	90	24	introduced	introduce	VERB
iogr-1203	90	25	in	in	ADP
iogr-1203	90	26	merging	merge	VERB
iogr-1203	90	27	these	these	DET
iogr-1203	90	28	2d	2d	NUM
iogr-1203	90	29	rock	rock	NOUN
iogr-1203	90	30	-	-	PUNCT
iogr-1203	90	31	physics	physics	NOUN
iogr-1203	90	32	models	model	NOUN
iogr-1203	90	33	into	into	ADP
iogr-1203	90	34	a	a	DET
iogr-1203	90	35	3d	3d	NUM
iogr-1203	90	36	one	one	NUM
iogr-1203	90	37	.	.	PUNCT
iogr-1203	91	1	the	the	DET
iogr-1203	91	2	merging	merge	VERB
iogr-1203	91	3	process	process	NOUN
iogr-1203	91	4	integrates	integrate	VERB
iogr-1203	91	5	hard	hard	ADJ
iogr-1203	91	6	data	datum	NOUN
iogr-1203	91	7	from	from	ADP
iogr-1203	91	8	stage	stage	NOUN
iogr-1203	91	9	1	1	NUM
iogr-1203	91	10	and	and	CCONJ
iogr-1203	91	11	trends	trend	NOUN
iogr-1203	91	12	from	from	ADP
iogr-1203	91	13	actual	actual	ADJ
iogr-1203	91	14	vsp	vsp	NOUN
iogr-1203	91	15	processing	processing	NOUN
iogr-1203	91	16	results	result	NOUN
iogr-1203	91	17	,	,	PUNCT
iogr-1203	91	18	such	such	ADJ
iogr-1203	91	19	as	as	ADP
iogr-1203	91	20	anisotropy	anisotropy	NOUN
iogr-1203	91	21	(	(	PUNCT
iogr-1203	91	22	walk	walk	VERB
iogr-1203	91	23	-	-	PUNCT
iogr-1203	91	24	away	away	ADV
iogr-1203	91	25	,	,	PUNCT
iogr-1203	91	26	3d	3d	NUM
iogr-1203	91	27	vsp	vsp	NOUN
iogr-1203	91	28	)	)	PUNCT
iogr-1203	91	29	,	,	PUNCT
iogr-1203	91	30	2d	2d	NUM
iogr-1203	91	31	qp	qp	NOUN
iogr-1203	91	32	,	,	PUNCT
iogr-1203	91	33	and	and	CCONJ
iogr-1203	91	34	qs	qs	ADP
iogr-1203	91	35	distribution	distribution	NOUN
iogr-1203	91	36	(	(	PUNCT
iogr-1203	91	37	walk	walk	VERB
iogr-1203	91	38	-	-	PUNCT
iogr-1203	91	39	above	above	ADP
iogr-1203	91	40	vsp	vsp	NOUN
iogr-1203	91	41	)	)	PUNCT
iogr-1203	91	42	.	.	PUNCT
iogr-1203	92	1	similarly	similarly	ADV
iogr-1203	92	2	,	,	PUNCT
iogr-1203	92	3	as	as	ADP
iogr-1203	92	4	stage	stage	NOUN
iogr-1203	92	5	1	1	NUM
iogr-1203	92	6	,	,	PUNCT
iogr-1203	92	7	2d	2d	NUM
iogr-1203	92	8	deep	deep	ADJ
iogr-1203	92	9	learning	learning	NOUN
iogr-1203	92	10	network	network	NOUN
iogr-1203	92	11	will	will	AUX
iogr-1203	92	12	be	be	AUX
iogr-1203	92	13	trained	train	VERB
iogr-1203	92	14	by	by	ADP
iogr-1203	92	15	ingesting	ingest	VERB
iogr-1203	92	16	inputs	input	NOUN
iogr-1203	92	17	and	and	CCONJ
iogr-1203	92	18	labels	label	NOUN
iogr-1203	92	19	but	but	CCONJ
iogr-1203	92	20	controlled	control	VERB
iogr-1203	92	21	by	by	ADP
iogr-1203	92	22	hard	hard	ADJ
iogr-1203	92	23	data	datum	NOUN
iogr-1203	92	24	and	and	CCONJ
iogr-1203	92	25	trends	trend	NOUN
iogr-1203	92	26	following	follow	VERB
iogr-1203	92	27	mps	mps	PROPN
iogr-1203	92	28	method	method	NOUN
iogr-1203	92	29	(	(	PUNCT
iogr-1203	92	30	sun	sun	NOUN
iogr-1203	92	31	et	et	PROPN
iogr-1203	92	32	al	al	PROPN
iogr-1203	92	33	.	.	PROPN
iogr-1203	92	34	2014	2014	NUM
iogr-1203	92	35	)	)	PUNCT
iogr-1203	92	36	,	,	PUNCT
iogr-1203	92	37	the	the	DET
iogr-1203	92	38	optimum	optimum	ADJ
iogr-1203	92	39	set	set	NOUN
iogr-1203	92	40	of	of	ADP
iogr-1203	92	41	weights	weight	NOUN
iogr-1203	92	42	will	will	AUX
iogr-1203	92	43	also	also	ADV
iogr-1203	92	44	be	be	AUX
iogr-1203	92	45	achieved	achieve	VERB
iogr-1203	92	46	for	for	ADP
iogr-1203	92	47	future	future	ADJ
iogr-1203	92	48	prediction	prediction	NOUN
iogr-1203	92	49	.	.	PUNCT
iogr-1203	93	1	synthetic	synthetic	ADJ
iogr-1203	93	2	seismic	seismic	NOUN
iogr-1203	93	3	can	can	AUX
iogr-1203	93	4	be	be	AUX
iogr-1203	93	5	processed	process	VERB
iogr-1203	93	6	and	and	CCONJ
iogr-1203	93	7	stacked	stack	VERB
iogr-1203	93	8	to	to	ADP
iogr-1203	93	9	3d	3d	NOUN
iogr-1203	93	10	cubes	cube	NOUN
iogr-1203	93	11	then	then	ADV
iogr-1203	93	12	fed	feed	VERB
iogr-1203	93	13	into	into	ADP
iogr-1203	93	14	a	a	DET
iogr-1203	93	15	3d	3d	NUM
iogr-1203	93	16	deep	deep	ADJ
iogr-1203	93	17	learning	learning	NOUN
iogr-1203	93	18	network	network	NOUN
iogr-1203	93	19	to	to	PART
iogr-1203	93	20	create	create	VERB
iogr-1203	93	21	an	an	DET
iogr-1203	93	22	engine	engine	NOUN
iogr-1203	93	23	for	for	ADP
iogr-1203	93	24	quick	quick	ADJ
iogr-1203	93	25	seismic	seismic	ADJ
iogr-1203	93	26	to	to	ADP
iogr-1203	93	27	geology	geology	NOUN
iogr-1203	93	28	inversion	inversion	NOUN
iogr-1203	93	29	.	.	PUNCT
iogr-1203	94	1	expected	expect	VERB
iogr-1203	94	2	outputs	output	NOUN
iogr-1203	94	3	are	be	AUX
iogr-1203	94	4	a	a	DET
iogr-1203	94	5	set	set	NOUN
iogr-1203	94	6	of	of	ADP
iogr-1203	94	7	2d	2d	NUM
iogr-1203	94	8	ai	ai	VERB
iogr-1203	94	9	engines	engine	NOUN
iogr-1203	94	10	for	for	ADP
iogr-1203	94	11	partitions	partition	NOUN
iogr-1203	94	12	,	,	PUNCT
iogr-1203	94	13	3d	3d	NUM
iogr-1203	94	14	geological	geological	ADJ
iogr-1203	94	15	model	model	NOUN
iogr-1203	94	16	and	and	CCONJ
iogr-1203	94	17	a	a	DET
iogr-1203	94	18	3d	3d	NOUN
iogr-1203	95	1	ai	ai	PROPN
iogr-1203	95	2	engine	engine	NOUN
iogr-1203	95	3	for	for	ADP
iogr-1203	95	4	quick	quick	ADJ
iogr-1203	95	5	3d	3d	PROPN
iogr-1203	95	6	rock	rock	NOUN
iogr-1203	95	7	-	-	PUNCT
iogr-1203	95	8	physics	physics	NOUN
iogr-1203	95	9	model	model	NOUN
iogr-1203	95	10	prediction	prediction	NOUN
iogr-1203	95	11	.	.	PUNCT
iogr-1203	96	1	6	6	NUM
iogr-1203	96	2	stage	stage	NOUN
iogr-1203	96	3	3	3	NUM
iogr-1203	96	4	is	be	AUX
iogr-1203	96	5	an	an	DET
iogr-1203	96	6	extended	extended	ADJ
iogr-1203	96	7	phase	phase	NOUN
iogr-1203	96	8	of	of	ADP
iogr-1203	96	9	stage	stage	NOUN
iogr-1203	96	10	2	2	NUM
iogr-1203	96	11	.	.	PUNCT
iogr-1203	96	12	dynamic	dynamic	ADJ
iogr-1203	96	13	data	datum	NOUN
iogr-1203	96	14	will	will	AUX
iogr-1203	96	15	feed	feed	VERB
iogr-1203	96	16	into	into	ADP
iogr-1203	96	17	the	the	DET
iogr-1203	96	18	model	model	NOUN
iogr-1203	96	19	for	for	ADP
iogr-1203	96	20	the	the	DET
iogr-1203	96	21	matching	matching	NOUN
iogr-1203	96	22	process	process	NOUN
iogr-1203	96	23	.	.	PUNCT
iogr-1203	97	1	it	it	PRON
iogr-1203	97	2	is	be	AUX
iogr-1203	97	3	aiming	aim	VERB
iogr-1203	97	4	for	for	ADP
iogr-1203	97	5	field	field	NOUN
iogr-1203	97	6	monitoring	monitoring	NOUN
iogr-1203	97	7	after	after	ADP
iogr-1203	97	8	a	a	DET
iogr-1203	97	9	period	period	NOUN
iogr-1203	97	10	of	of	ADP
iogr-1203	97	11	producing	produce	VERB
iogr-1203	97	12	time	time	NOUN
iogr-1203	97	13	.	.	PUNCT
iogr-1203	98	1	it	it	PRON
iogr-1203	98	2	is	be	AUX
iogr-1203	98	3	also	also	ADV
iogr-1203	98	4	applied	apply	VERB
iogr-1203	98	5	in	in	ADP
iogr-1203	98	6	other	other	ADJ
iogr-1203	98	7	engineering	engineering	NOUN
iogr-1203	98	8	processes	process	NOUN
iogr-1203	98	9	,	,	PUNCT
iogr-1203	98	10	such	such	ADJ
iogr-1203	98	11	as	as	ADP
iogr-1203	98	12	co2	co2	NOUN
iogr-1203	98	13	,	,	PUNCT
iogr-1203	98	14	h2	h2	NOUN
iogr-1203	98	15	storage	storage	NOUN
iogr-1203	98	16	.	.	PUNCT
iogr-1203	99	1	new	new	ADJ
iogr-1203	99	2	data	datum	NOUN
iogr-1203	99	3	will	will	AUX
iogr-1203	99	4	come	come	VERB
iogr-1203	99	5	during	during	ADP
iogr-1203	99	6	the	the	DET
iogr-1203	99	7	field	field	NOUN
iogr-1203	99	8	life	life	NOUN
iogr-1203	99	9	cycle	cycle	NOUN
iogr-1203	99	10	,	,	PUNCT
iogr-1203	99	11	the	the	DET
iogr-1203	99	12	process	process	NOUN
iogr-1203	99	13	then	then	ADV
iogr-1203	99	14	re	re	VERB
iogr-1203	99	15	-	-	VERB
iogr-1203	99	16	run	run	ADJ
iogr-1203	99	17	and	and	CCONJ
iogr-1203	99	18	update	update	NOUN
iogr-1203	99	19	.	.	PUNCT
iogr-1203	100	1	proof	proof	NOUN
iogr-1203	100	2	of	of	ADP
iogr-1203	100	3	concept	concept	NOUN
iogr-1203	100	4	forward	forward	ADV
iogr-1203	100	5	modeling	modeling	NOUN
iogr-1203	100	6	and	and	CCONJ
iogr-1203	100	7	deep	deep	ADJ
iogr-1203	100	8	learning	learning	NOUN
iogr-1203	100	9	regression	regression	NOUN
iogr-1203	100	10	processes	process	NOUN
iogr-1203	100	11	have	have	AUX
iogr-1203	100	12	been	be	AUX
iogr-1203	100	13	built	build	VERB
iogr-1203	100	14	following	follow	VERB
iogr-1203	100	15	the	the	DET
iogr-1203	100	16	concept	concept	NOUN
iogr-1203	100	17	of	of	ADP
iogr-1203	100	18	the	the	DET
iogr-1203	100	19	threestage	threestage	NOUN
iogr-1203	100	20	approach	approach	NOUN
iogr-1203	100	21	(	(	PUNCT
iogr-1203	100	22	ma	ma	PROPN
iogr-1203	100	23	and	and	CCONJ
iogr-1203	100	24	zhang	zhang	PROPN
iogr-1203	100	25	2021	2021	NUM
iogr-1203	100	26	)	)	PUNCT
iogr-1203	100	27	and	and	CCONJ
iogr-1203	100	28	run	run	VERB
iogr-1203	100	29	through	through	ADV
iogr-1203	100	30	.	.	PUNCT
iogr-1203	101	1	this	this	PRON
iogr-1203	101	2	is	be	AUX
iogr-1203	101	3	a	a	DET
iogr-1203	101	4	crucial	crucial	ADJ
iogr-1203	101	5	positive	positive	ADJ
iogr-1203	101	6	indication	indication	NOUN
iogr-1203	101	7	showing	show	VERB
iogr-1203	101	8	the	the	DET
iogr-1203	101	9	ssm	ssm	PROPN
iogr-1203	101	10	project	project	NOUN
iogr-1203	101	11	feasibility	feasibility	NOUN
iogr-1203	101	12	.	.	PUNCT
iogr-1203	102	1	acoustic	acoustic	ADJ
iogr-1203	102	2	velocity	velocity	NOUN
iogr-1203	102	3	(	(	PUNCT
iogr-1203	102	4	vp	vp	NOUN
iogr-1203	102	5	)	)	PUNCT
iogr-1203	102	6	model	model	NOUN
iogr-1203	102	7	comprises	comprise	VERB
iogr-1203	102	8	a	a	DET
iogr-1203	102	9	simple	simple	ADJ
iogr-1203	102	10	set	set	NOUN
iogr-1203	102	11	of	of	ADP
iogr-1203	102	12	nine	nine	NUM
iogr-1203	102	13	flat	flat	ADJ
iogr-1203	102	14	and	and	CCONJ
iogr-1203	102	15	thick	thick	ADJ
iogr-1203	102	16	layers	layer	NOUN
iogr-1203	102	17	.	.	PUNCT
iogr-1203	103	1	it	it	PRON
iogr-1203	103	2	has	have	AUX
iogr-1203	103	3	been	be	AUX
iogr-1203	103	4	replicated	replicate	VERB
iogr-1203	103	5	to	to	ADP
iogr-1203	103	6	600	600	NUM
iogr-1203	103	7	models	model	NOUN
iogr-1203	103	8	(	(	PUNCT
iogr-1203	103	9	450	450	NUM
iogr-1203	103	10	models	model	NOUN
iogr-1203	103	11	are	be	AUX
iogr-1203	103	12	used	use	VERB
iogr-1203	103	13	for	for	ADP
iogr-1203	103	14	training	training	NOUN
iogr-1203	103	15	and	and	CCONJ
iogr-1203	103	16	validation	validation	NOUN
iogr-1203	103	17	,	,	PUNCT
iogr-1203	103	18	150	150	NUM
iogr-1203	103	19	for	for	ADP
iogr-1203	103	20	testing	testing	NOUN
iogr-1203	103	21	processes	process	NOUN
iogr-1203	103	22	)	)	PUNCT
iogr-1203	103	23	by	by	ADP
iogr-1203	103	24	keep	keep	VERB
iogr-1203	103	25	v0=1,500	v0=1,500	PROPN
iogr-1203	103	26	m/s	m/s	PROPN
iogr-1203	103	27	and	and	CCONJ
iogr-1203	103	28	thickness	thickness	NOUN
iogr-1203	103	29	=	=	NUM
iogr-1203	103	30	200	200	NUM
iogr-1203	103	31	m	m	NOUN
iogr-1203	103	32	,	,	PUNCT
iogr-1203	103	33	meanwhile	meanwhile	ADV
iogr-1203	103	34	changing	change	VERB
iogr-1203	103	35	velocity	velocity	NOUN
iogr-1203	103	36	of	of	ADP
iogr-1203	103	37	following	follow	VERB
iogr-1203	103	38	layers	layer	NOUN
iogr-1203	103	39	as	as	ADP
iogr-1203	103	40	vlayer	vlayer	NOUN
iogr-1203	103	41	+	+	CCONJ
iogr-1203	103	42	1	1	NUM
iogr-1203	103	43	=	=	SYM
iogr-1203	103	44	(	(	PUNCT
iogr-1203	103	45	vlayer	vlayer	NOUN
iogr-1203	103	46	+	+	NOUN
iogr-1203	103	47	190	190	NUM
iogr-1203	103	48	)	)	PUNCT
iogr-1203	103	49	±	±	NOUN
iogr-1203	103	50	380	380	NUM
iogr-1203	103	51	and	and	CCONJ
iogr-1203	103	52	no	no	ADV
iogr-1203	103	53	greater	great	ADJ
iogr-1203	103	54	than	than	ADP
iogr-1203	103	55	vmax	vmax	PROPN
iogr-1203	103	56	=	=	SYM
iogr-1203	103	57	4,000	4,000	NUM
iogr-1203	103	58	m/s	m/s	NOUN
iogr-1203	103	59	.	.	PUNCT
iogr-1203	104	1	a	a	DET
iogr-1203	104	2	12	12	NUM
iogr-1203	104	3	hz	hz	PRON
iogr-1203	104	4	seismic	seismic	ADJ
iogr-1203	104	5	source	source	NOUN
iogr-1203	104	6	time	time	NOUN
iogr-1203	104	7	signature	signature	NOUN
iogr-1203	104	8	,	,	PUNCT
iogr-1203	104	9	modeled	model	VERB
iogr-1203	104	10	using	use	VERB
iogr-1203	104	11	the	the	DET
iogr-1203	104	12	theory	theory	NOUN
iogr-1203	104	13	ricker	ricker	NOUN
iogr-1203	104	14	wavelet	wavelet	NOUN
iogr-1203	104	15	,	,	PUNCT
iogr-1203	104	16	injects	inject	VERB
iogr-1203	104	17	waves	wave	NOUN
iogr-1203	104	18	to	to	ADP
iogr-1203	104	19	those	those	DET
iogr-1203	104	20	velocity	velocity	NOUN
iogr-1203	104	21	models	model	NOUN
iogr-1203	104	22	following	follow	VERB
iogr-1203	104	23	acoustic	acoustic	ADJ
iogr-1203	104	24	wave	wave	NOUN
iogr-1203	104	25	equation	equation	NOUN
iogr-1203	104	26	(	(	PUNCT
iogr-1203	104	27	louboutin	louboutin	PROPN
iogr-1203	104	28	et	et	PROPN
iogr-1203	104	29	al	al	PROPN
iogr-1203	104	30	.	.	PROPN
iogr-1203	104	31	2020	2020	NUM
iogr-1203	104	32	)	)	PUNCT
iogr-1203	104	33	.	.	PUNCT
iogr-1203	105	1	100	100	NUM
iogr-1203	105	2	downhole	downhole	NOUN
iogr-1203	105	3	hydrophones	hydrophone	NOUN
iogr-1203	105	4	,	,	PUNCT
iogr-1203	105	5	15	15	NUM
iogr-1203	105	6	m	m	NOUN
iogr-1203	105	7	separate	separate	ADJ
iogr-1203	105	8	to	to	ADP
iogr-1203	105	9	each	each	DET
iogr-1203	105	10	other	other	ADJ
iogr-1203	105	11	,	,	PUNCT
iogr-1203	105	12	are	be	AUX
iogr-1203	105	13	used	use	VERB
iogr-1203	105	14	to	to	PART
iogr-1203	105	15	record	record	VERB
iogr-1203	105	16	the	the	DET
iogr-1203	105	17	pressure	pressure	NOUN
iogr-1203	105	18	field	field	NOUN
iogr-1203	105	19	from	from	ADP
iogr-1203	105	20	the	the	DET
iogr-1203	105	21	surface	surface	NOUN
iogr-1203	105	22	source	source	NOUN
iogr-1203	105	23	.	.	PUNCT
iogr-1203	106	1	the	the	DET
iogr-1203	106	2	acquisition	acquisition	NOUN
iogr-1203	106	3	geometry	geometry	NOUN
iogr-1203	106	4	is	be	AUX
iogr-1203	106	5	zero	zero	NUM
iogr-1203	106	6	offset	offset	NOUN
iogr-1203	106	7	vsp	vsp	NOUN
iogr-1203	106	8	,	,	PUNCT
iogr-1203	106	9	and	and	CCONJ
iogr-1203	106	10	synthetic	synthetic	ADJ
iogr-1203	106	11	vsp	vsp	NOUN
iogr-1203	106	12	image	image	NOUN
iogr-1203	106	13	as	as	ADP
iogr-1203	106	14	in	in	ADP
iogr-1203	106	15	figure	figure	NOUN
iogr-1203	106	16	6	6	NUM
iogr-1203	106	17	.	.	PUNCT
iogr-1203	106	18	figure	figure	VERB
iogr-1203	106	19	6	6	NUM
iogr-1203	106	20	—	—	PUNCT
iogr-1203	106	21	single	single	ADJ
iogr-1203	106	22	source	source	NOUN
iogr-1203	106	23	zero	zero	NUM
iogr-1203	106	24	offset	offset	VERB
iogr-1203	106	25	vsp	vsp	NOUN
iogr-1203	106	26	for	for	ADP
iogr-1203	106	27	single	single	ADJ
iogr-1203	106	28	hydrophone	hydrophone	NOUN
iogr-1203	106	29	receiver	receiver	NOUN
iogr-1203	106	30	forward	forward	ADV
iogr-1203	106	31	modeling	modeling	NOUN
iogr-1203	106	32	process	process	NOUN
iogr-1203	106	33	these	these	DET
iogr-1203	106	34	1d	1d	NUM
iogr-1203	106	35	velocity	velocity	NOUN
iogr-1203	106	36	curves	curve	NOUN
iogr-1203	106	37	and	and	CCONJ
iogr-1203	106	38	their	their	PRON
iogr-1203	106	39	synthetic	synthetic	ADJ
iogr-1203	106	40	seismic	seismic	ADJ
iogr-1203	106	41	images	image	NOUN
iogr-1203	106	42	are	be	AUX
iogr-1203	106	43	fed	feed	VERB
iogr-1203	106	44	into	into	ADP
iogr-1203	106	45	a	a	DET
iogr-1203	106	46	two	two	NUM
iogr-1203	106	47	simple	simple	ADJ
iogr-1203	106	48	hidden	hide	VERB
iogr-1203	106	49	layers	layer	NOUN
iogr-1203	106	50	neural	neural	ADJ
iogr-1203	106	51	network	network	NOUN
iogr-1203	106	52	,	,	PUNCT
iogr-1203	106	53	followed	follow	VERB
iogr-1203	106	54	by	by	ADP
iogr-1203	106	55	sigmoid	sigmoid	NOUN
iogr-1203	106	56	activation	activation	NOUN
iogr-1203	106	57	functions	function	NOUN
iogr-1203	106	58	for	for	ADP
iogr-1203	106	59	1d	1d	NUM
iogr-1203	106	60	regression	regression	NOUN
iogr-1203	106	61	process	process	NOUN
iogr-1203	106	62	(	(	PUNCT
iogr-1203	106	63	figure	figure	NOUN
iogr-1203	106	64	7a	7a	NUM
iogr-1203	106	65	)	)	PUNCT
iogr-1203	106	66	.	.	PUNCT
iogr-1203	107	1	total	total	NOUN
iogr-1203	107	2	of	of	ADP
iogr-1203	107	3	5	5	NUM
iogr-1203	107	4	million	million	NUM
iogr-1203	107	5	model	model	NOUN
iogr-1203	107	6	parameters	parameter	NOUN
iogr-1203	107	7	have	have	AUX
iogr-1203	107	8	been	be	AUX
iogr-1203	107	9	trained	train	VERB
iogr-1203	107	10	through	through	ADP
iogr-1203	107	11	1000	1000	NUM
iogr-1203	107	12	epochs	epoch	NOUN
iogr-1203	107	13	,	,	PUNCT
iogr-1203	107	14	stochastic	stochastic	ADJ
iogr-1203	107	15	gradient	gradient	ADJ
iogr-1203	107	16	descent	descent	NOUN
iogr-1203	107	17	with	with	ADP
iogr-1203	107	18	decay	decay	NOUN
iogr-1203	107	19	learning	learn	VERB
iogr-1203	107	20	rate	rate	NOUN
iogr-1203	107	21	was	be	AUX
iogr-1203	107	22	used	use	VERB
iogr-1203	107	23	.	.	PUNCT
iogr-1203	108	1	the	the	DET
iogr-1203	108	2	best	good	ADJ
iogr-1203	108	3	model	model	NOUN
iogr-1203	108	4	is	be	AUX
iogr-1203	108	5	converged	converge	VERB
iogr-1203	108	6	at	at	ADP
iogr-1203	108	7	epoch	epoch	PROPN
iogr-1203	108	8	999	999	NUM
iogr-1203	108	9	with	with	ADP
iogr-1203	108	10	validation	validation	NOUN
iogr-1203	108	11	loss	loss	NOUN
iogr-1203	108	12	of	of	ADP
iogr-1203	108	13	495.03	495.03	NUM
iogr-1203	108	14	(	(	PUNCT
iogr-1203	108	15	mean	mean	ADV
iogr-1203	108	16	squared	square	VERB
iogr-1203	108	17	error	error	NOUN
iogr-1203	108	18	)	)	PUNCT
iogr-1203	108	19	which	which	PRON
iogr-1203	108	20	is	be	AUX
iogr-1203	108	21	still	still	ADV
iogr-1203	108	22	high	high	ADJ
iogr-1203	108	23	(	(	PUNCT
iogr-1203	108	24	figure	figure	NOUN
iogr-1203	108	25	7b	7b	NOUN
iogr-1203	108	26	)	)	PUNCT
iogr-1203	108	27	.	.	PUNCT
iogr-1203	109	1	7	7	NUM
iogr-1203	109	2	figure	figure	NOUN
iogr-1203	109	3	7	7	NUM
iogr-1203	109	4	—	—	PUNCT
iogr-1203	109	5	a	a	X
iogr-1203	109	6	)	)	PUNCT
iogr-1203	109	7	2	2	NUM
iogr-1203	109	8	simple	simple	ADJ
iogr-1203	109	9	hidden	hide	VERB
iogr-1203	109	10	neural	neural	ADJ
iogr-1203	109	11	network	network	NOUN
iogr-1203	109	12	layers	layer	NOUN
iogr-1203	109	13	,	,	PUNCT
iogr-1203	109	14	loss	loss	NOUN
iogr-1203	109	15	function	function	NOUN
iogr-1203	109	16	:	:	PUNCT
iogr-1203	109	17	mean_squared_error	mean_squared_error	NOUN
iogr-1203	109	18	,	,	PUNCT
iogr-1203	109	19	optimizer	optimizer	NOUN
iogr-1203	109	20	:	:	PUNCT
iogr-1203	109	21	stochastic	stochastic	ADJ
iogr-1203	109	22	gradient	gradient	ADJ
iogr-1203	109	23	descent	descent	NOUN
iogr-1203	109	24	;	;	PUNCT
iogr-1203	109	25	b	b	X
iogr-1203	109	26	)	)	PUNCT
iogr-1203	109	27	training	training	NOUN
iogr-1203	109	28	and	and	CCONJ
iogr-1203	109	29	validation	validation	NOUN
iogr-1203	109	30	loss	loss	NOUN
iogr-1203	109	31	functions	function	NOUN
iogr-1203	109	32	the	the	DET
iogr-1203	109	33	predicted	predict	VERB
iogr-1203	109	34	vp	vp	PROPN
iogr-1203	109	35	indeed	indeed	ADV
iogr-1203	109	36	shows	show	VERB
iogr-1203	109	37	a	a	DET
iogr-1203	109	38	limited	limited	ADJ
iogr-1203	109	39	match	match	NOUN
iogr-1203	109	40	to	to	ADP
iogr-1203	109	41	the	the	DET
iogr-1203	109	42	ground	ground	NOUN
iogr-1203	109	43	truth	truth	NOUN
iogr-1203	109	44	(	(	PUNCT
iogr-1203	109	45	figure	figure	NOUN
iogr-1203	109	46	8)	8)	NUM
iogr-1203	109	47	.	.	PUNCT
iogr-1203	110	1	predicted	predict	VERB
iogr-1203	110	2	vp	vp	PROPN
iogr-1203	110	3	tends	tend	VERB
iogr-1203	110	4	to	to	PART
iogr-1203	110	5	oscillate	oscillate	VERB
iogr-1203	110	6	around	around	ADP
iogr-1203	110	7	vp	vp	PROPN
iogr-1203	110	8	label	label	NOUN
iogr-1203	110	9	mean	mean	VERB
iogr-1203	110	10	and	and	CCONJ
iogr-1203	110	11	shows	show	VERB
iogr-1203	110	12	poor	poor	ADJ
iogr-1203	110	13	matches	match	NOUN
iogr-1203	110	14	at	at	ADP
iogr-1203	110	15	the	the	DET
iogr-1203	110	16	small	small	ADJ
iogr-1203	110	17	and	and	CCONJ
iogr-1203	110	18	large	large	ADJ
iogr-1203	110	19	velocity	velocity	NOUN
iogr-1203	110	20	variation	variation	NOUN
iogr-1203	110	21	among	among	ADP
iogr-1203	110	22	layers	layer	NOUN
iogr-1203	110	23	.	.	PUNCT
iogr-1203	111	1	the	the	DET
iogr-1203	111	2	result	result	NOUN
iogr-1203	111	3	is	be	AUX
iogr-1203	111	4	very	very	ADV
iogr-1203	111	5	positive	positive	ADJ
iogr-1203	111	6	and	and	CCONJ
iogr-1203	111	7	there	there	PRON
iogr-1203	111	8	is	be	VERB
iogr-1203	111	9	room	room	NOUN
iogr-1203	111	10	for	for	ADP
iogr-1203	111	11	improvement	improvement	NOUN
iogr-1203	111	12	.	.	PUNCT
iogr-1203	112	1	figure	figure	VERB
iogr-1203	112	2	8—1d	8—1d	NUM
iogr-1203	112	3	acoustic	acoustic	ADJ
iogr-1203	112	4	velocity	velocity	NOUN
iogr-1203	112	5	inversion	inversion	NOUN
iogr-1203	112	6	:	:	PUNCT
iogr-1203	112	7	a	a	X
iogr-1203	112	8	)	)	PUNCT
iogr-1203	112	9	vsp	vsp	NOUN
iogr-1203	112	10	synthetic	synthetic	NOUN
iogr-1203	112	11	images	image	NOUN
iogr-1203	112	12	’	'	PUNCT
iogr-1203	112	13	inputs	input	NOUN
iogr-1203	112	14	.	.	PUNCT
iogr-1203	113	1	b	b	X
iogr-1203	113	2	)	)	PUNCT
iogr-1203	113	3	labels	label	NOUN
iogr-1203	113	4	vs	vs	ADP
iogr-1203	113	5	predicted	predict	VERB
iogr-1203	113	6	vp	vp	PROPN
iogr-1203	113	7	with	with	ADP
iogr-1203	113	8	the	the	DET
iogr-1203	113	9	success	success	NOUN
iogr-1203	113	10	of	of	ADP
iogr-1203	113	11	1d	1d	NUM
iogr-1203	113	12	acoustic	acoustic	ADJ
iogr-1203	113	13	velocity	velocity	NOUN
iogr-1203	113	14	inversion	inversion	NOUN
iogr-1203	113	15	,	,	PUNCT
iogr-1203	113	16	the	the	DET
iogr-1203	113	17	modeling	modeling	NOUN
iogr-1203	113	18	work	work	NOUN
iogr-1203	113	19	has	have	AUX
iogr-1203	113	20	been	be	AUX
iogr-1203	113	21	upgraded	upgrade	VERB
iogr-1203	113	22	by	by	ADP
iogr-1203	113	23	using	use	VERB
iogr-1203	113	24	2d	2d	NUM
iogr-1203	113	25	multi	multi	ADJ
iogr-1203	113	26	-	-	ADJ
iogr-1203	113	27	channel	channel	ADJ
iogr-1203	113	28	inputs	input	NOUN
iogr-1203	113	29	(	(	PUNCT
iogr-1203	113	30	seismic	seismic	ADJ
iogr-1203	113	31	gathers	gather	NOUN
iogr-1203	113	32	,	,	PUNCT
iogr-1203	113	33	vsp	vsp	NOUN
iogr-1203	113	34	4	4	NUM
iogr-1203	113	35	components	component	NOUN
iogr-1203	113	36	)	)	PUNCT
iogr-1203	113	37	and	and	CCONJ
iogr-1203	113	38	outputs	output	NOUN
iogr-1203	113	39	(	(	PUNCT
iogr-1203	113	40	by	by	ADP
iogr-1203	113	41	generating	generate	VERB
iogr-1203	113	42	vp	vp	PROPN
iogr-1203	113	43	,	,	PUNCT
iogr-1203	113	44	vs	vs	ADP
iogr-1203	113	45	,	,	PUNCT
iogr-1203	113	46	qp	qp	NOUN
iogr-1203	113	47	,	,	PUNCT
iogr-1203	113	48	qs	qs	NOUN
iogr-1203	113	49	,	,	PUNCT
iogr-1203	113	50	density	density	NOUN
iogr-1203	113	51	,	,	PUNCT
iogr-1203	113	52	etc	etc	X
iogr-1203	113	53	.	.	X
iogr-1203	113	54	simultaneously	simultaneously	ADV
iogr-1203	113	55	)	)	PUNCT
iogr-1203	113	56	regression	regression	NOUN
iogr-1203	113	57	and	and	CCONJ
iogr-1203	113	58	more	more	ADV
iogr-1203	113	59	complicated	complicated	ADJ
iogr-1203	113	60	deep	deep	ADJ
iogr-1203	113	61	learning	learning	NOUN
iogr-1203	113	62	networks	network	NOUN
iogr-1203	113	63	such	such	ADJ
iogr-1203	113	64	as	as	ADP
iogr-1203	113	65	physics	physics	NOUN
iogr-1203	113	66	-	-	PUNCT
iogr-1203	113	67	informed	inform	VERB
iogr-1203	113	68	deep	deep	ADJ
iogr-1203	113	69	learning	learning	NOUN
iogr-1203	113	70	where	where	SCONJ
iogr-1203	113	71	physics	physics	NOUN
iogr-1203	113	72	laws	law	NOUN
iogr-1203	113	73	can	can	AUX
iogr-1203	113	74	be	be	AUX
iogr-1203	113	75	integrated	integrate	VERB
iogr-1203	113	76	to	to	ADP
iogr-1203	113	77	machine	machine	NOUN
iogr-1203	113	78	learning	learning	NOUN
iogr-1203	113	79	(	(	PUNCT
iogr-1203	113	80	ml)/deep	ml)/deep	NOUN
iogr-1203	113	81	learning	learn	VERB
iogr-1203	113	82	(	(	PUNCT
iogr-1203	113	83	dl	dl	NOUN
iogr-1203	113	84	)	)	PUNCT
iogr-1203	113	85	network	network	NOUN
iogr-1203	113	86	loss	loss	NOUN
iogr-1203	113	87	functions	function	NOUN
iogr-1203	113	88	(	(	PUNCT
iogr-1203	113	89	raissi	raissi	ADJ
iogr-1203	113	90	et	et	PROPN
iogr-1203	113	91	al	al	PROPN
iogr-1203	113	92	.	.	PROPN
iogr-1203	113	93	2019	2019	NUM
iogr-1203	113	94	)	)	PUNCT
iogr-1203	113	95	.	.	PUNCT
iogr-1203	114	1	8	8	NUM
iogr-1203	114	2	discussion	discussion	NOUN
iogr-1203	114	3	the	the	DET
iogr-1203	114	4	1d	1d	NUM
iogr-1203	114	5	acoustic	acoustic	ADJ
iogr-1203	114	6	velocity	velocity	NOUN
iogr-1203	114	7	inversion	inversion	NOUN
iogr-1203	114	8	results	result	NOUN
iogr-1203	114	9	could	could	AUX
iogr-1203	114	10	be	be	AUX
iogr-1203	114	11	enhanced	enhance	VERB
iogr-1203	114	12	by	by	ADP
iogr-1203	114	13	using	use	VERB
iogr-1203	114	14	more	more	ADV
iogr-1203	114	15	appropriate	appropriate	ADJ
iogr-1203	114	16	network	network	NOUN
iogr-1203	114	17	such	such	ADJ
iogr-1203	114	18	as	as	ADP
iogr-1203	114	19	convolutional	convolutional	ADJ
iogr-1203	114	20	neural	neural	ADJ
iogr-1203	114	21	network	network	NOUN
iogr-1203	114	22	(	(	PUNCT
iogr-1203	114	23	cnn	cnn	PROPN
iogr-1203	114	24	,	,	PUNCT
iogr-1203	114	25	a	a	DET
iogr-1203	114	26	typical	typical	ADJ
iogr-1203	114	27	image	image	NOUN
iogr-1203	114	28	processing	processing	NOUN
iogr-1203	114	29	network	network	NOUN
iogr-1203	114	30	)	)	PUNCT
iogr-1203	114	31	,	,	PUNCT
iogr-1203	114	32	increasing	increase	VERB
iogr-1203	114	33	data	data	NOUN
iogr-1203	114	34	volume	volume	NOUN
iogr-1203	114	35	(	(	PUNCT
iogr-1203	114	36	with	with	ADP
iogr-1203	114	37	more	more	ADV
iogr-1203	114	38	powerful	powerful	ADJ
iogr-1203	114	39	computational	computational	ADJ
iogr-1203	114	40	computer	computer	NOUN
iogr-1203	114	41	)	)	PUNCT
iogr-1203	114	42	to	to	PART
iogr-1203	114	43	avoid	avoid	VERB
iogr-1203	114	44	over	over	ADV
iogr-1203	114	45	-	-	PUNCT
iogr-1203	114	46	fitting	fitting	ADJ
iogr-1203	114	47	.	.	PUNCT
iogr-1203	115	1	despite	despite	SCONJ
iogr-1203	115	2	the	the	DET
iogr-1203	115	3	limitation	limitation	NOUN
iogr-1203	115	4	in	in	ADP
iogr-1203	115	5	the	the	DET
iogr-1203	115	6	result	result	NOUN
iogr-1203	115	7	from	from	ADP
iogr-1203	115	8	a	a	DET
iogr-1203	115	9	simplified	simplified	ADJ
iogr-1203	115	10	regression	regression	NOUN
iogr-1203	115	11	model	model	NOUN
iogr-1203	115	12	,	,	PUNCT
iogr-1203	115	13	it	it	PRON
iogr-1203	115	14	obviously	obviously	ADV
iogr-1203	115	15	does	do	AUX
iogr-1203	115	16	fulfill	fulfill	VERB
iogr-1203	115	17	its	its	PRON
iogr-1203	115	18	role	role	NOUN
iogr-1203	115	19	in	in	ADP
iogr-1203	115	20	proving	prove	VERB
iogr-1203	115	21	the	the	DET
iogr-1203	115	22	feasibility	feasibility	NOUN
iogr-1203	115	23	of	of	ADP
iogr-1203	115	24	deep	deep	ADJ
iogr-1203	115	25	learning	learning	NOUN
iogr-1203	115	26	in	in	ADP
iogr-1203	115	27	rock	rock	NOUN
iogr-1203	115	28	property	property	NOUN
iogr-1203	115	29	inversion	inversion	NOUN
iogr-1203	115	30	from	from	ADP
iogr-1203	115	31	vsp	vsp	NOUN
iogr-1203	115	32	data	datum	NOUN
iogr-1203	115	33	.	.	PUNCT
iogr-1203	116	1	that	that	PRON
iogr-1203	116	2	is	be	AUX
iogr-1203	116	3	the	the	DET
iogr-1203	116	4	achievement	achievement	NOUN
iogr-1203	116	5	that	that	PRON
iogr-1203	116	6	is	be	AUX
iogr-1203	116	7	an	an	DET
iogr-1203	116	8	encouraging	encouraging	ADJ
iogr-1203	116	9	support	support	NOUN
iogr-1203	116	10	for	for	ADP
iogr-1203	116	11	the	the	DET
iogr-1203	116	12	project	project	NOUN
iogr-1203	116	13	execution	execution	NOUN
iogr-1203	116	14	.	.	PUNCT
iogr-1203	117	1	to	to	PART
iogr-1203	117	2	minimize	minimize	VERB
iogr-1203	117	3	the	the	DET
iogr-1203	117	4	multi	multi	ADJ
iogr-1203	117	5	-	-	ADJ
iogr-1203	117	6	root	root	ADJ
iogr-1203	117	7	problem	problem	NOUN
iogr-1203	117	8	of	of	ADP
iogr-1203	117	9	inference	inference	NOUN
iogr-1203	117	10	result	result	NOUN
iogr-1203	117	11	from	from	ADP
iogr-1203	117	12	non	non	ADJ
iogr-1203	117	13	-	-	ADJ
iogr-1203	117	14	standard	standard	ADJ
iogr-1203	117	15	data	datum	NOUN
iogr-1203	117	16	,	,	PUNCT
iogr-1203	117	17	which	which	PRON
iogr-1203	117	18	is	be	AUX
iogr-1203	117	19	the	the	DET
iogr-1203	117	20	biggest	big	ADJ
iogr-1203	117	21	challenge	challenge	NOUN
iogr-1203	117	22	of	of	ADP
iogr-1203	117	23	all	all	DET
iogr-1203	117	24	rock	rock	NOUN
iogr-1203	117	25	property	property	NOUN
iogr-1203	117	26	inversion	inversion	NOUN
iogr-1203	117	27	approaches	approach	NOUN
iogr-1203	117	28	,	,	PUNCT
iogr-1203	117	29	physics	physics	NOUN
iogr-1203	117	30	-	-	PUNCT
iogr-1203	117	31	informed	inform	VERB
iogr-1203	117	32	neural	neural	ADJ
iogr-1203	117	33	networks	network	NOUN
iogr-1203	117	34	(	(	PUNCT
iogr-1203	117	35	pinns	pinn	NOUN
iogr-1203	117	36	)	)	PUNCT
iogr-1203	117	37	is	be	AUX
iogr-1203	117	38	introduced	introduce	VERB
iogr-1203	117	39	to	to	PART
iogr-1203	117	40	converge	converge	VERB
iogr-1203	117	41	the	the	DET
iogr-1203	117	42	regression	regression	NOUN
iogr-1203	117	43	process	process	NOUN
iogr-1203	117	44	with	with	ADP
iogr-1203	117	45	the	the	DET
iogr-1203	117	46	least	least	ADJ
iogr-1203	117	47	error	error	NOUN
iogr-1203	117	48	,	,	PUNCT
iogr-1203	117	49	meanwhile	meanwhile	ADV
iogr-1203	117	50	multi	multi	ADJ
iogr-1203	117	51	-	-	ADJ
iogr-1203	117	52	point	point	ADJ
iogr-1203	117	53	statistics	statistic	NOUN
iogr-1203	117	54	(	(	PUNCT
iogr-1203	117	55	mps	mp	NOUN
iogr-1203	117	56	)	)	PUNCT
iogr-1203	117	57	helps	help	VERB
iogr-1203	117	58	to	to	PART
iogr-1203	117	59	interpolate	interpolate	VERB
iogr-1203	117	60	and	and	CCONJ
iogr-1203	117	61	extrapolate	extrapolate	VERB
iogr-1203	117	62	the	the	DET
iogr-1203	117	63	discrete	discrete	ADJ
iogr-1203	117	64	rock	rock	NOUN
iogr-1203	117	65	property	property	NOUN
iogr-1203	117	66	profiles	profile	NOUN
iogr-1203	117	67	into	into	ADP
iogr-1203	117	68	a	a	DET
iogr-1203	117	69	3d	3d	NUM
iogr-1203	117	70	model	model	NOUN
iogr-1203	117	71	under	under	ADP
iogr-1203	117	72	the	the	DET
iogr-1203	117	73	constrains	constrain	NOUN
iogr-1203	117	74	of	of	ADP
iogr-1203	117	75	training	training	NOUN
iogr-1203	117	76	images	image	NOUN
iogr-1203	117	77	and	and	CCONJ
iogr-1203	117	78	trends	trend	NOUN
iogr-1203	117	79	from	from	ADP
iogr-1203	117	80	vsp	vsp	NOUN
iogr-1203	117	81	data	datum	NOUN
iogr-1203	117	82	.	.	PUNCT
iogr-1203	118	1	conclusions	conclusion	NOUN
iogr-1203	118	2	this	this	DET
iogr-1203	118	3	paper	paper	NOUN
iogr-1203	118	4	has	have	AUX
iogr-1203	118	5	outlined	outline	VERB
iogr-1203	118	6	the	the	DET
iogr-1203	118	7	3	3	NUM
iogr-1203	118	8	-	-	PUNCT
iogr-1203	118	9	stage	stage	NOUN
iogr-1203	118	10	approach	approach	NOUN
iogr-1203	118	11	project	project	NOUN
iogr-1203	118	12	with	with	ADP
iogr-1203	118	13	the	the	DET
iogr-1203	118	14	application	application	NOUN
iogr-1203	118	15	of	of	ADP
iogr-1203	118	16	ai	ai	NOUN
iogr-1203	118	17	,	,	PUNCT
iogr-1203	118	18	deep	deep	ADJ
iogr-1203	118	19	learning	learning	NOUN
iogr-1203	118	20	,	,	PUNCT
iogr-1203	118	21	and	and	CCONJ
iogr-1203	118	22	the	the	DET
iogr-1203	118	23	illustration	illustration	NOUN
iogr-1203	118	24	case	case	NOUN
iogr-1203	118	25	successes	success	NOUN
iogr-1203	118	26	.	.	PUNCT
iogr-1203	119	1	there	there	PRON
iogr-1203	119	2	have	have	AUX
iogr-1203	119	3	been	be	AUX
iogr-1203	119	4	several	several	ADJ
iogr-1203	119	5	identified	identify	VERB
iogr-1203	119	6	working	work	VERB
iogr-1203	119	7	items	item	NOUN
iogr-1203	119	8	to	to	PART
iogr-1203	119	9	optimize	optimize	VERB
iogr-1203	119	10	the	the	DET
iogr-1203	119	11	project	project	NOUN
iogr-1203	119	12	execution	execution	NOUN
iogr-1203	119	13	.	.	PUNCT
iogr-1203	120	1	1	1	X
iogr-1203	120	2	.	.	X
iogr-1203	120	3	the	the	DET
iogr-1203	120	4	bottom	bottom	ADJ
iogr-1203	120	5	-	-	PUNCT
iogr-1203	120	6	up	up	ADP
iogr-1203	120	7	approach	approach	NOUN
iogr-1203	120	8	integrates	integrate	NOUN
iogr-1203	120	9	as	as	ADV
iogr-1203	120	10	much	much	ADV
iogr-1203	120	11	as	as	ADP
iogr-1203	120	12	possible	possible	ADJ
iogr-1203	120	13	the	the	DET
iogr-1203	120	14	availability	availability	NOUN
iogr-1203	120	15	of	of	ADP
iogr-1203	120	16	borehole	borehole	NOUN
iogr-1203	120	17	seismic	seismic	ADJ
iogr-1203	120	18	data	datum	NOUN
iogr-1203	120	19	with	with	ADP
iogr-1203	120	20	their	their	PRON
iogr-1203	120	21	advantages	advantage	NOUN
iogr-1203	120	22	such	such	ADJ
iogr-1203	120	23	as	as	ADP
iogr-1203	120	24	image	image	NOUN
iogr-1203	120	25	in	in	ADP
iogr-1203	120	26	both	both	DET
iogr-1203	120	27	time	time	NOUN
iogr-1203	120	28	and	and	CCONJ
iogr-1203	120	29	depth	depth	NOUN
iogr-1203	120	30	domains	domain	NOUN
iogr-1203	120	31	,	,	PUNCT
iogr-1203	120	32	less	less	ADJ
iogr-1203	120	33	frequency	frequency	NOUN
iogr-1203	120	34	and	and	CCONJ
iogr-1203	120	35	amplitude	amplitude	NOUN
iogr-1203	120	36	decaying	decaying	NOUN
iogr-1203	120	37	and	and	CCONJ
iogr-1203	120	38	absorption	absorption	NOUN
iogr-1203	120	39	,	,	PUNCT
iogr-1203	120	40	quantitatively	quantitatively	ADV
iogr-1203	120	41	measure	measure	VERB
iogr-1203	120	42	shear	shear	NOUN
iogr-1203	120	43	waves	wave	NOUN
iogr-1203	120	44	and	and	CCONJ
iogr-1203	120	45	its	its	PRON
iogr-1203	120	46	absorption	absorption	NOUN
iogr-1203	120	47	,	,	PUNCT
iogr-1203	120	48	anisotropy	anisotropy	VERB
iogr-1203	120	49	,	,	PUNCT
iogr-1203	120	50	avo	avo	NOUN
iogr-1203	120	51	estimation	estimation	NOUN
iogr-1203	120	52	and	and	CCONJ
iogr-1203	120	53	better	well	ADJ
iogr-1203	120	54	subsurface	subsurface	NOUN
iogr-1203	120	55	images	image	NOUN
iogr-1203	120	56	.	.	PUNCT
iogr-1203	121	1	2	2	X
iogr-1203	121	2	.	.	X
iogr-1203	121	3	the	the	DET
iogr-1203	121	4	flexibility	flexibility	NOUN
iogr-1203	121	5	of	of	ADP
iogr-1203	121	6	deep	deep	ADJ
iogr-1203	121	7	learning	learning	NOUN
iogr-1203	121	8	from	from	ADP
iogr-1203	121	9	1d	1d	NUM
iogr-1203	121	10	to	to	ADP
iogr-1203	121	11	3d	3d	NUM
iogr-1203	121	12	scales	scale	NOUN
iogr-1203	121	13	under	under	ADP
iogr-1203	121	14	the	the	DET
iogr-1203	121	15	modern	modern	ADJ
iogr-1203	121	16	constraints	constraint	NOUN
iogr-1203	121	17	such	such	ADJ
iogr-1203	121	18	as	as	ADP
iogr-1203	121	19	physicsinformed	physicsinforme	VERB
iogr-1203	121	20	base	base	NOUN
iogr-1203	121	21	and	and	CCONJ
iogr-1203	121	22	geo	geo	PROPN
iogr-1203	121	23	-	-	PUNCT
iogr-1203	121	24	statistics	statistics	PROPN
iogr-1203	121	25	interpolation	interpolation	NOUN
iogr-1203	121	26	technique	technique	NOUN
iogr-1203	121	27	helps	helps	AUX
iogr-1203	121	28	more	more	ADV
iogr-1203	121	29	easily	easily	ADV
iogr-1203	121	30	converge	converge	VERB
iogr-1203	121	31	the	the	DET
iogr-1203	121	32	“	"	PUNCT
iogr-1203	121	33	random	random	ADJ
iogr-1203	121	34	walk	walk	NOUN
iogr-1203	121	35	”	"	PUNCT
iogr-1203	121	36	of	of	ADP
iogr-1203	121	37	the	the	DET
iogr-1203	121	38	subsurface	subsurface	NOUN
iogr-1203	121	39	geology	geology	NOUN
iogr-1203	121	40	in	in	ADP
iogr-1203	121	41	the	the	DET
iogr-1203	121	42	inversion	inversion	NOUN
iogr-1203	121	43	process	process	NOUN
iogr-1203	121	44	.	.	PUNCT
iogr-1203	122	1	those	those	PRON
iogr-1203	122	2	are	be	AUX
iogr-1203	122	3	the	the	DET
iogr-1203	122	4	key	key	ADJ
iogr-1203	122	5	elements	element	NOUN
iogr-1203	122	6	of	of	ADP
iogr-1203	122	7	the	the	DET
iogr-1203	122	8	project	project	NOUN
iogr-1203	122	9	and	and	CCONJ
iogr-1203	122	10	expected	expect	VERB
iogr-1203	122	11	to	to	PART
iogr-1203	122	12	overcome	overcome	VERB
iogr-1203	122	13	the	the	DET
iogr-1203	122	14	difficulties	difficulty	NOUN
iogr-1203	122	15	of	of	ADP
iogr-1203	122	16	the	the	DET
iogr-1203	122	17	conventional	conventional	ADJ
iogr-1203	122	18	approach	approach	NOUN
iogr-1203	122	19	.	.	PUNCT
iogr-1203	123	1	acknowledgement	acknowledgement	NOUN
iogr-1203	123	2	the	the	DET
iogr-1203	123	3	authors	author	NOUN
iogr-1203	123	4	would	would	AUX
iogr-1203	123	5	like	like	VERB
iogr-1203	123	6	to	to	PART
iogr-1203	123	7	thank	thank	VERB
iogr-1203	123	8	the	the	DET
iogr-1203	123	9	software	software	NOUN
iogr-1203	123	10	underground	underground	ADJ
iogr-1203	123	11	community	community	NOUN
iogr-1203	123	12	for	for	ADP
iogr-1203	123	13	their	their	PRON
iogr-1203	123	14	excellent	excellent	ADJ
iogr-1203	123	15	open	open	ADJ
iogr-1203	123	16	-	-	PUNCT
iogr-1203	123	17	source	source	NOUN
iogr-1203	123	18	dsl	dsl	PROPN
iogr-1203	123	19	devito	devito	PROPN
iogr-1203	123	20	free	free	ADJ
iogr-1203	123	21	license	license	NOUN
iogr-1203	123	22	usage	usage	NOUN
iogr-1203	123	23	and	and	CCONJ
iogr-1203	123	24	their	their	PRON
iogr-1203	123	25	great	great	ADJ
iogr-1203	123	26	support	support	NOUN
iogr-1203	123	27	through	through	ADP
iogr-1203	123	28	the	the	DET
iogr-1203	123	29	slack	slack	NOUN
iogr-1203	123	30	channel	channel	NOUN
iogr-1203	123	31	.	.	PUNCT
iogr-1203	124	1	conflicting	conflict	VERB
iogr-1203	124	2	interests	interest	NOUN
iogr-1203	124	3	the	the	DET
iogr-1203	124	4	author(s	author(s	NOUN
iogr-1203	124	5	)	)	PUNCT
iogr-1203	124	6	declare	declare	VERB
iogr-1203	124	7	that	that	SCONJ
iogr-1203	124	8	they	they	PRON
iogr-1203	124	9	have	have	VERB
iogr-1203	124	10	no	no	DET
iogr-1203	124	11	conflicting	conflict	VERB
iogr-1203	124	12	interests	interest	NOUN
iogr-1203	124	13	.	.	PUNCT
iogr-1203	125	1	references	reference	NOUN
iogr-1203	125	2	chabot	chabot	PROPN
iogr-1203	125	3	,	,	PUNCT
iogr-1203	125	4	l.	l.	PROPN
iogr-1203	125	5	,	,	PUNCT
iogr-1203	125	6	brown	brown	PROPN
iogr-1203	125	7	,	,	PUNCT
iogr-1203	125	8	r.j	r.j	PROPN
iogr-1203	125	9	.	.	PROPN
iogr-1203	125	10	,	,	PUNCT
iogr-1203	125	11	henley	henley	PROPN
iogr-1203	125	12	,	,	PUNCT
iogr-1203	125	13	d.c	d.c	PROPN
iogr-1203	125	14	.	.	PROPN
iogr-1203	125	15	,	,	PUNCT
iogr-1203	125	16	et	et	PROPN
iogr-1203	125	17	al	al	PROPN
iogr-1203	125	18	.	.	PROPN
iogr-1203	125	19	2002	2002	NUM
iogr-1203	125	20	.	.	PUNCT
iogr-1203	126	1	henley	henley	NOUN
iogr-1203	126	2	,	,	PUNCT
iogr-1203	126	3	and	and	CCONJ
iogr-1203	126	4	john	john	PROPN
iogr-1203	126	5	c.	c.	PROPN
iogr-1203	126	6	bancroft	bancroft	PROPN
iogr-1203	126	7	.	.	PUNCT
iogr-1203	127	1	single	single	ADJ
iogr-1203	127	2	-	-	PUNCT
iogr-1203	127	3	well	well	NOUN
iogr-1203	127	4	imaging	imaging	NOUN
iogr-1203	127	5	using	use	VERB
iogr-1203	127	6	full	full	ADJ
iogr-1203	127	7	waveform	waveform	NOUN
iogr-1203	127	8	sonic	sonic	ADJ
iogr-1203	127	9	data	datum	NOUN
iogr-1203	127	10	.	.	PUNCT
iogr-1203	128	1	crewes	crewe	NOUN
iogr-1203	128	2	research	research	NOUN
iogr-1203	128	3	report	report	NOUN
iogr-1203	128	4	14	14	NUM
iogr-1203	128	5	:	:	SYM
iogr-1203	128	6	1	1	NUM
iogr-1203	128	7	-	-	SYM
iogr-1203	128	8	14	14	NUM
iogr-1203	128	9	.	.	PUNCT
iogr-1203	129	1	chopra	chopra	PROPN
iogr-1203	129	2	,	,	PUNCT
iogr-1203	129	3	s.	s.	PROPN
iogr-1203	129	4	,	,	PUNCT
iogr-1203	129	5	castagna	castagna	PROPN
iogr-1203	129	6	,	,	PUNCT
iogr-1203	129	7	j.	j.	PROPN
iogr-1203	129	8	,	,	PUNCT
iogr-1203	129	9	and	and	CCONJ
iogr-1203	129	10	portniaguine	portniaguine	NOUN
iogr-1203	129	11	,	,	PUNCT
iogr-1203	129	12	o.	o.	PROPN
iogr-1203	129	13	2006	2006	NUM
iogr-1203	129	14	.	.	PUNCT
iogr-1203	130	1	seismic	seismic	ADJ
iogr-1203	130	2	resolution	resolution	NOUN
iogr-1203	130	3	and	and	CCONJ
iogr-1203	130	4	thin	thin	ADJ
iogr-1203	130	5	-	-	PUNCT
iogr-1203	130	6	bed	bed	NOUN
iogr-1203	130	7	reflectivity	reflectivity	NOUN
iogr-1203	130	8	inversion	inversion	NOUN
iogr-1203	130	9	.	.	PUNCT
iogr-1203	131	1	cseg	cseg	PROPN
iogr-1203	131	2	recorder	recorder	NOUN
iogr-1203	131	3	12	12	NUM
iogr-1203	131	4	:	:	SYM
iogr-1203	131	5	19	19	NUM
iogr-1203	131	6	-	-	SYM
iogr-1203	131	7	25	25	NUM
iogr-1203	131	8	.	.	PUNCT
iogr-1203	132	1	chopra	chopra	PROPN
iogr-1203	132	2	,	,	PUNCT
iogr-1203	132	3	s.	s.	PROPN
iogr-1203	132	4	and	and	CCONJ
iogr-1203	132	5	marfut	marfut	PROPN
iogr-1203	132	6	,	,	PUNCT
iogr-1203	132	7	k.j	k.j	PROPN
iogr-1203	132	8	.	.	PROPN
iogr-1203	132	9	2007	2007	NUM
iogr-1203	132	10	.	.	PUNCT
iogr-1203	133	1	seismic	seismic	ADJ
iogr-1203	133	2	attributes	attribute	VERB
iogr-1203	133	3	for	for	ADP
iogr-1203	133	4	prospect	prospect	NOUN
iogr-1203	133	5	identification	identification	NOUN
iogr-1203	133	6	and	and	CCONJ
iogr-1203	133	7	reservoir	reservoir	NOUN
iogr-1203	133	8	characterization	characterization	NOUN
iogr-1203	133	9	.	.	PUNCT
iogr-1203	134	1	seg	seg	PROPN
iogr-1203	134	2	geophysical	geophysical	ADJ
iogr-1203	134	3	developments	development	NOUN
iogr-1203	134	4	series	series	NOUN
iogr-1203	134	5	11:180	11:180	NUM
iogr-1203	134	6	-	-	SYM
iogr-1203	134	7	185	185	NUM
iogr-1203	134	8	feng	feng	NOUN
iogr-1203	134	9	,	,	PUNCT
iogr-1203	134	10	j.	j.	PROPN
iogr-1203	134	11	,	,	PUNCT
iogr-1203	134	12	teng	teng	PROPN
iogr-1203	134	13	,	,	PUNCT
iogr-1203	134	14	q.	q.	PROPN
iogr-1203	134	15	,	,	PUNCT
iogr-1203	134	16	he	he	PRON
iogr-1203	134	17	,	,	PUNCT
iogr-1203	134	18	x.	x.	PROPN
iogr-1203	134	19	,	,	PUNCT
iogr-1203	134	20	et	et	PROPN
iogr-1203	134	21	al	al	PROPN
iogr-1203	134	22	.	.	PROPN
iogr-1203	134	23	2018	2018	NUM
iogr-1203	134	24	.	.	PUNCT
iogr-1203	135	1	accelerating	accelerate	VERB
iogr-1203	135	2	multi	multi	ADJ
iogr-1203	135	3	-	-	ADJ
iogr-1203	135	4	point	point	ADJ
iogr-1203	135	5	statistics	statistic	NOUN
iogr-1203	135	6	reconstruction	reconstruction	NOUN
iogr-1203	135	7	method	method	NOUN
iogr-1203	135	8	for	for	ADP
iogr-1203	135	9	porous	porous	ADJ
iogr-1203	135	10	media	medium	NOUN
iogr-1203	135	11	via	via	ADP
iogr-1203	135	12	deep	deep	ADJ
iogr-1203	135	13	learning	learning	NOUN
iogr-1203	135	14	.	.	PUNCT
iogr-1203	136	1	acta	acta	PROPN
iogr-1203	136	2	materialia	materialia	PROPN
iogr-1203	136	3	159:296	159:296	PROPN
iogr-1203	136	4	-	-	SYM
iogr-1203	136	5	308	308	NUM
iogr-1203	136	6	.	.	PUNCT
iogr-1203	136	7	louboutin	louboutin	PROPN
iogr-1203	136	8	,	,	PUNCT
iogr-1203	136	9	m.	m.	NOUN
iogr-1203	136	10	,	,	PUNCT
iogr-1203	136	11	luporini	luporini	PROPN
iogr-1203	136	12	,	,	PUNCT
iogr-1203	136	13	f.	f.	PROPN
iogr-1203	136	14	,	,	PUNCT
iogr-1203	136	15	witte	witte	PROPN
iogr-1203	136	16	,	,	PUNCT
iogr-1203	136	17	p.	p.	PROPN
iogr-1203	136	18	,	,	PUNCT
iogr-1203	136	19	et	et	PROPN
iogr-1203	136	20	al	al	PROPN
iogr-1203	136	21	.	.	PROPN
iogr-1203	136	22	2020	2020	NUM
iogr-1203	136	23	.	.	PUNCT
iogr-1203	137	1	scaling	scale	VERB
iogr-1203	137	2	through	through	ADP
iogr-1203	137	3	abstractions	abstraction	NOUN
iogr-1203	137	4	high	high	ADJ
iogr-1203	137	5	-	-	PUNCT
iogr-1203	137	6	performance	performance	NOUN
iogr-1203	137	7	vectorial	vectorial	ADJ
iogr-1203	137	8	wave	wave	NOUN
iogr-1203	137	9	simulations	simulation	NOUN
iogr-1203	137	10	for	for	ADP
iogr-1203	137	11	seismic	seismic	ADJ
iogr-1203	137	12	inversion	inversion	NOUN
iogr-1203	137	13	with	with	ADP
iogr-1203	137	14	devito	devito	PROPN
iogr-1203	137	15	.	.	PUNCT
iogr-1203	138	1	computational	computational	ADJ
iogr-1203	138	2	physics	physics	PROPN
iogr-1203	138	3	3(3):12	3(3):12	NUM
iogr-1203	138	4	-	-	SYM
iogr-1203	138	5	25	25	NUM
iogr-1203	138	6	.	.	PUNCT
iogr-1203	139	1	ma	ma	PROPN
iogr-1203	139	2	,	,	PUNCT
iogr-1203	139	3	y.	y.	PROPN
iogr-1203	139	4	and	and	CCONJ
iogr-1203	139	5	zhang	zhang	PROPN
iogr-1203	139	6	,	,	PUNCT
iogr-1203	139	7	j.	j.	PROPN
iogr-1203	139	8	2021	2021	NUM
iogr-1203	139	9	.	.	PUNCT
iogr-1203	140	1	velocity	velocity	NOUN
iogr-1203	140	2	model	model	NOUN
iogr-1203	140	3	building	building	NOUN
iogr-1203	140	4	from	from	ADP
iogr-1203	140	5	one	one	NUM
iogr-1203	140	6	-	-	PUNCT
iogr-1203	140	7	shot	shot	NOUN
iogr-1203	140	8	vsp	vsp	NOUN
iogr-1203	140	9	data	datum	NOUN
iogr-1203	140	10	via	via	ADP
iogr-1203	140	11	a	a	DET
iogr-1203	140	12	convolutional	convolutional	ADJ
iogr-1203	140	13	neural	neural	ADJ
iogr-1203	140	14	network	network	NOUN
iogr-1203	140	15	.	.	PUNCT
iogr-1203	141	1	paper	paper	NOUN
iogr-1203	141	2	presented	present	VERB
iogr-1203	141	3	at	at	ADP
iogr-1203	141	4	the	the	DET
iogr-1203	141	5	international	international	ADJ
iogr-1203	141	6	meeting	meeting	NOUN
iogr-1203	141	7	for	for	ADP
iogr-1203	141	8	applied	applied	ADJ
iogr-1203	141	9	geoscience	geoscience	NOUN
iogr-1203	141	10	and	and	CCONJ
iogr-1203	141	11	energy	energy	NOUN
iogr-1203	141	12	,	,	PUNCT
iogr-1203	141	13	denver	denver	PROPN
iogr-1203	141	14	,	,	PUNCT
iogr-1203	141	15	colorado	colorado	PROPN
iogr-1203	141	16	,	,	PUNCT
iogr-1203	141	17	usa	usa	PROPN
iogr-1203	141	18	,	,	PUNCT
iogr-1203	141	19	26	26	NUM
iogr-1203	141	20	september-1	september-1	NUM
iogr-1203	141	21	october	october	PROPN
iogr-1203	141	22	.	.	PUNCT
iogr-1203	142	1	9	9	NUM
iogr-1203	142	2	mondol	mondol	PROPN
iogr-1203	142	3	,	,	PUNCT
iogr-1203	142	4	n.h	n.h	PROPN
iogr-1203	142	5	.	.	PROPN
iogr-1203	142	6	2015	2015	NUM
iogr-1203	142	7	.	.	PUNCT
iogr-1203	143	1	seismic	seismic	ADJ
iogr-1203	143	2	exploration	exploration	NOUN
iogr-1203	143	3	.	.	PUNCT
iogr-1203	144	1	in	in	ADP
iogr-1203	144	2	petroleum	petroleum	NOUN
iogr-1203	144	3	geoscience	geoscience	NOUN
iogr-1203	144	4	from	from	ADP
iogr-1203	144	5	sedimentary	sedimentary	ADJ
iogr-1203	144	6	environments	environment	NOUN
iogr-1203	144	7	to	to	ADP
iogr-1203	144	8	rock	rock	NOUN
iogr-1203	144	9	physics	physics	NOUN
iogr-1203	144	10	.	.	PUNCT
iogr-1203	145	1	2nd	2nd	ADJ
iogr-1203	145	2	ed	ed	NOUN
iogr-1203	145	3	.	.	PUNCT
iogr-1203	146	1	ed	ed	NOUN
iogr-1203	146	2	.	.	PUNCT
iogr-1203	147	1	knut	knut	PROPN
iogr-1203	147	2	bjørlykke	bjørlykke	PROPN
iogr-1203	147	3	,	,	PUNCT
iogr-1203	147	4	chap	chap	NOUN
iogr-1203	147	5	.	.	PUNCT
iogr-1203	148	1	4	4	NUM
iogr-1203	148	2	,	,	PUNCT
iogr-1203	148	3	427	427	NUM
iogr-1203	148	4	-	-	SYM
iogr-1203	148	5	454	454	NUM
iogr-1203	148	6	.	.	PUNCT
iogr-1203	149	1	berlin	berlin	PROPN
iogr-1203	149	2	:	:	PUNCT
iogr-1203	149	3	springer	springer	NOUN
iogr-1203	149	4	.	.	PUNCT
iogr-1203	150	1	paramo	paramo	PROPN
iogr-1203	150	2	,	,	PUNCT
iogr-1203	150	3	p.	p.	PROPN
iogr-1203	150	4	,	,	PUNCT
iogr-1203	150	5	chauhan	chauhan	PROPN
iogr-1203	150	6	,	,	PUNCT
iogr-1203	150	7	a.	a.	NOUN
iogr-1203	150	8	,	,	PUNCT
iogr-1203	150	9	grant	grant	PROPN
iogr-1203	150	10	,	,	PUNCT
iogr-1203	150	11	s.	s.	PROPN
iogr-1203	150	12	,	,	PUNCT
iogr-1203	150	13	et	et	PROPN
iogr-1203	150	14	al	al	PROPN
iogr-1203	150	15	.	.	PROPN
iogr-1203	150	16	2019	2019	NUM
iogr-1203	150	17	.	.	PUNCT
iogr-1203	151	1	using	use	VERB
iogr-1203	151	2	one	one	NUM
iogr-1203	151	3	dimension	dimension	NOUN
iogr-1203	151	4	stochastic	stochastic	ADJ
iogr-1203	151	5	inversion	inversion	NOUN
iogr-1203	151	6	to	to	PART
iogr-1203	151	7	characterize	characterize	VERB
iogr-1203	151	8	reservoir	reservoir	NOUN
iogr-1203	151	9	facies	facie	NOUN
iogr-1203	151	10	in	in	ADP
iogr-1203	151	11	a	a	DET
iogr-1203	151	12	deep	deep	ADJ
iogr-1203	151	13	water	water	NOUN
iogr-1203	151	14	turbidite	turbidite	NOUN
iogr-1203	151	15	field	field	NOUN
iogr-1203	151	16	.	.	PUNCT
iogr-1203	152	1	paper	paper	NOUN
iogr-1203	152	2	presented	present	VERB
iogr-1203	152	3	at	at	ADP
iogr-1203	152	4	the	the	DET
iogr-1203	152	5	81st	81st	ADJ
iogr-1203	152	6	eage	eage	NOUN
iogr-1203	152	7	conference	conference	NOUN
iogr-1203	152	8	and	and	CCONJ
iogr-1203	152	9	exhibition	exhibition	NOUN
iogr-1203	152	10	,	,	PUNCT
iogr-1203	152	11	london	london	PROPN
iogr-1203	152	12	,	,	PUNCT
iogr-1203	152	13	uk	uk	PROPN
iogr-1203	152	14	,	,	PUNCT
iogr-1203	152	15	1	1	NUM
iogr-1203	152	16	-	-	SYM
iogr-1203	152	17	5	5	NUM
iogr-1203	152	18	june	june	PROPN
iogr-1203	152	19	.	.	PUNCT
iogr-1203	153	1	raissi	raissi	ADJ
iogr-1203	153	2	,	,	PUNCT
iogr-1203	153	3	m.	m.	NOUN
iogr-1203	153	4	,	,	PUNCT
iogr-1203	153	5	perdikaris	perdikaris	NOUN
iogr-1203	153	6	,	,	PUNCT
iogr-1203	153	7	p.	p.	NOUN
iogr-1203	153	8	,	,	PUNCT
iogr-1203	153	9	and	and	CCONJ
iogr-1203	153	10	karniadakis	karniadaki	NOUN
iogr-1203	153	11	,	,	PUNCT
iogr-1203	153	12	g.	g.	PROPN
iogr-1203	153	13	e.	e.	PROPN
iogr-1203	153	14	2019	2019	NUM
iogr-1203	153	15	.	.	PUNCT
iogr-1203	154	1	physics	physics	NOUN
iogr-1203	154	2	-	-	PUNCT
iogr-1203	154	3	informed	inform	VERB
iogr-1203	154	4	neural	neural	ADJ
iogr-1203	154	5	networks	network	NOUN
iogr-1203	154	6	:	:	PUNCT
iogr-1203	154	7	a	a	DET
iogr-1203	154	8	deep	deep	ADJ
iogr-1203	154	9	learning	learning	NOUN
iogr-1203	154	10	framework	framework	NOUN
iogr-1203	154	11	for	for	ADP
iogr-1203	154	12	solving	solve	VERB
iogr-1203	154	13	forward	forward	ADV
iogr-1203	154	14	and	and	CCONJ
iogr-1203	154	15	inverse	inverse	NOUN
iogr-1203	154	16	problems	problem	NOUN
iogr-1203	154	17	involving	involve	VERB
iogr-1203	154	18	nonlinear	nonlinear	ADJ
iogr-1203	154	19	partial	partial	ADJ
iogr-1203	154	20	differential	differential	NOUN
iogr-1203	154	21	equations	equation	NOUN
iogr-1203	154	22	.	.	PUNCT
iogr-1203	155	1	journal	journal	NOUN
iogr-1203	155	2	of	of	ADP
iogr-1203	155	3	computational	computational	ADJ
iogr-1203	155	4	physics	physic	NOUN
iogr-1203	155	5	378(1	378(1	NUM
iogr-1203	155	6	):	):	PUNCT
iogr-1203	155	7	686	686	NUM
iogr-1203	155	8	-	-	SYM
iogr-1203	155	9	707	707	NUM
iogr-1203	155	10	.	.	PUNCT
iogr-1203	156	1	saraiva	saraiva	NOUN
iogr-1203	156	2	,	,	PUNCT
iogr-1203	156	3	m.	m.	NOUN
iogr-1203	156	4	,	,	PUNCT
iogr-1203	156	5	forechi	forechi	PROPN
iogr-1203	156	6	,	,	PUNCT
iogr-1203	156	7	a.	a.	NOUN
iogr-1203	156	8	,	,	PUNCT
iogr-1203	156	9	de	de	PROPN
iogr-1203	156	10	oliveira	oliveira	PROPN
iogr-1203	156	11	neto	neto	PROPN
iogr-1203	156	12	,	,	PUNCT
iogr-1203	156	13	j.	j.	PROPN
iogr-1203	156	14	,	,	PUNCT
iogr-1203	156	15	et	et	PROPN
iogr-1203	156	16	al	al	PROPN
iogr-1203	156	17	.	.	PROPN
iogr-1203	156	18	2021	2021	NUM
iogr-1203	156	19	.	.	PUNCT
iogr-1203	157	1	data	data	NOUN
iogr-1203	157	2	-	-	PUNCT
iogr-1203	157	3	driven	drive	VERB
iogr-1203	157	4	full	full	ADJ
iogr-1203	157	5	-	-	PUNCT
iogr-1203	157	6	waveform	waveform	NOUN
iogr-1203	157	7	inversion	inversion	NOUN
iogr-1203	157	8	surrogate	surrogate	NOUN
iogr-1203	157	9	using	use	VERB
iogr-1203	157	10	conditional	conditional	ADJ
iogr-1203	157	11	generative	generative	ADJ
iogr-1203	157	12	adversarial	adversarial	ADJ
iogr-1203	157	13	networks	network	NOUN
iogr-1203	157	14	.	.	PUNCT
iogr-1203	158	1	paper	paper	NOUN
iogr-1203	158	2	presented	present	VERB
iogr-1203	158	3	at	at	ADP
iogr-1203	158	4	the	the	DET
iogr-1203	158	5	2021	2021	NUM
iogr-1203	158	6	international	international	ADJ
iogr-1203	158	7	joint	joint	ADJ
iogr-1203	158	8	conference	conference	NOUN
iogr-1203	158	9	on	on	ADP
iogr-1203	158	10	neural	neural	ADJ
iogr-1203	158	11	networks	network	NOUN
iogr-1203	158	12	(	(	PUNCT
iogr-1203	158	13	ijcnn	ijcnn	PROPN
iogr-1203	158	14	)	)	PUNCT
iogr-1203	158	15	,	,	PUNCT
iogr-1203	158	16	virtual	virtual	PROPN
iogr-1203	158	17	.	.	PUNCT
iogr-1203	159	1	sun	sun	PROPN
iogr-1203	159	2	,	,	PUNCT
iogr-1203	159	3	d.	d.	PROPN
iogr-1203	159	4	,	,	PUNCT
iogr-1203	159	5	jiao	jiao	PROPN
iogr-1203	159	6	,	,	PUNCT
iogr-1203	159	7	k.	k.	PROPN
iogr-1203	159	8	,	,	PUNCT
iogr-1203	159	9	vigh	vigh	PROPN
iogr-1203	159	10	,	,	PUNCT
iogr-1203	159	11	d.	d.	PROPN
iogr-1203	159	12	,	,	PUNCT
iogr-1203	159	13	et	et	PROPN
iogr-1203	159	14	al	al	PROPN
iogr-1203	159	15	.	.	PROPN
iogr-1203	159	16	2014	2014	NUM
iogr-1203	159	17	.	.	PUNCT
iogr-1203	160	1	source	source	NOUN
iogr-1203	160	2	wavelet	wavelet	NOUN
iogr-1203	160	3	estimation	estimation	NOUN
iogr-1203	160	4	in	in	ADP
iogr-1203	160	5	full	full	ADJ
iogr-1203	160	6	waveform	waveform	NOUN
iogr-1203	160	7	inversion	inversion	NOUN
iogr-1203	160	8	.	.	PUNCT
iogr-1203	161	1	seg	seg	PROPN
iogr-1203	161	2	technical	technical	PROPN
iogr-1203	161	3	program	program	PROPN
iogr-1203	161	4	expanded	expand	VERB
iogr-1203	161	5	abstracts	abstract	NOUN
iogr-1203	161	6	4	4	NUM
iogr-1203	161	7	:	:	SYM
iogr-1203	161	8	1184	1184	NUM
iogr-1203	161	9	-	-	SYM
iogr-1203	161	10	1188	1188	NUM
iogr-1203	161	11	.	.	PUNCT
iogr-1203	162	1	walker	walker	PROPN
iogr-1203	162	2	,	,	PUNCT
iogr-1203	162	3	m.	m.	NOUN
iogr-1203	162	4	,	,	PUNCT
iogr-1203	162	5	grant	grant	PROPN
iogr-1203	162	6	,	,	PUNCT
iogr-1203	162	7	s.	s.	PROPN
iogr-1203	162	8	,	,	PUNCT
iogr-1203	162	9	pham	pham	PROPN
iogr-1203	162	10	huu	huu	PROPN
iogr-1203	162	11	,	,	PUNCT
iogr-1203	162	12	h.	h.	PROPN
iogr-1203	162	13	,	,	PUNCT
iogr-1203	162	14	et	et	PROPN
iogr-1203	162	15	al	al	PROPN
iogr-1203	162	16	.	.	PROPN
iogr-1203	162	17	2017	2017	NUM
iogr-1203	162	18	.	.	PUNCT
iogr-1203	163	1	comparing	compare	VERB
iogr-1203	163	2	the	the	DET
iogr-1203	163	3	odisi	odisi	ADJ
iogr-1203	163	4	integrated	integrate	VERB
iogr-1203	163	5	stochastic	stochastic	ADJ
iogr-1203	163	6	seismic	seismic	ADJ
iogr-1203	163	7	inversion	inversion	NOUN
iogr-1203	163	8	method	method	NOUN
iogr-1203	163	9	to	to	ADP
iogr-1203	163	10	an	an	DET
iogr-1203	163	11	equivalent	equivalent	ADJ
iogr-1203	163	12	bayesian	bayesian	NOUN
iogr-1203	163	13	inversion	inversion	NOUN
iogr-1203	163	14	method	method	NOUN
iogr-1203	163	15	.	.	PUNCT
iogr-1203	164	1	paper	paper	NOUN
iogr-1203	164	2	presented	present	VERB
iogr-1203	164	3	at	at	ADP
iogr-1203	164	4	the	the	DET
iogr-1203	164	5	79th	79th	ADJ
iogr-1203	164	6	eage	eage	NOUN
iogr-1203	164	7	conference	conference	NOUN
iogr-1203	164	8	and	and	CCONJ
iogr-1203	164	9	exhibition	exhibition	NOUN
iogr-1203	164	10	,	,	PUNCT
iogr-1203	164	11	paris	paris	PROPN
iogr-1203	164	12	,	,	PUNCT
iogr-1203	164	13	france	france	PROPN
iogr-1203	164	14	,	,	PUNCT
iogr-1203	164	15	1	1	NUM
iogr-1203	164	16	-	-	SYM
iogr-1203	164	17	5	5	NUM
iogr-1203	164	18	april	april	PROPN
iogr-1203	164	19	.	.	PUNCT
iogr-1203	165	1	yu	yu	PROPN
iogr-1203	165	2	,	,	PUNCT
iogr-1203	165	3	s.	s.	PROPN
iogr-1203	165	4	and	and	CCONJ
iogr-1203	165	5	ma	ma	PROPN
iogr-1203	165	6	,	,	PUNCT
iogr-1203	165	7	j.	j.	PROPN
iogr-1203	165	8	2021	2021	NUM
iogr-1203	165	9	.	.	PUNCT
iogr-1203	166	1	deep	deep	ADJ
iogr-1203	166	2	learning	learning	NOUN
iogr-1203	166	3	for	for	ADP
iogr-1203	166	4	geophysics	geophysic	NOUN
iogr-1203	166	5	:	:	PUNCT
iogr-1203	166	6	current	current	ADJ
iogr-1203	166	7	and	and	CCONJ
iogr-1203	166	8	future	future	ADJ
iogr-1203	166	9	trends	trend	NOUN
iogr-1203	166	10	.	.	PUNCT
iogr-1203	167	1	reviews	review	NOUN
iogr-1203	167	2	of	of	ADP
iogr-1203	167	3	geophysics	geophysic	NOUN
iogr-1203	167	4	59(3	59(3	NUM
iogr-1203	167	5	):	):	PUNCT
iogr-1203	167	6	120122	120122	NUM
iogr-1203	167	7	.	.	PUNCT
iogr-1203	168	1	zhang	zhang	PROPN
iogr-1203	168	2	,	,	PUNCT
iogr-1203	168	3	c.	c.	PROPN
iogr-1203	168	4	,	,	PUNCT
iogr-1203	168	5	frogner	frogner	NOUN
iogr-1203	168	6	,	,	PUNCT
iogr-1203	168	7	c.	c.	PROPN
iogr-1203	168	8	,	,	PUNCT
iogr-1203	168	9	poggio	poggio	PROPN
iogr-1203	168	10	,	,	PUNCT
iogr-1203	168	11	t.	t.	PROPN
iogr-1203	168	12	,	,	PUNCT
iogr-1203	168	13	et	et	PROPN
iogr-1203	168	14	al	al	PROPN
iogr-1203	168	15	.	.	PROPN
iogr-1203	168	16	2016	2016	NUM
iogr-1203	168	17	.	.	PUNCT
iogr-1203	169	1	automated	automate	VERB
iogr-1203	169	2	geophysical	geophysical	ADJ
iogr-1203	169	3	feature	feature	NOUN
iogr-1203	169	4	detection	detection	NOUN
iogr-1203	169	5	with	with	ADP
iogr-1203	169	6	deep	deep	ADJ
iogr-1203	169	7	learning	learning	NOUN
iogr-1203	169	8	.	.	PUNCT
iogr-1203	170	1	paper	paper	NOUN
iogr-1203	170	2	presented	present	VERB
iogr-1203	170	3	at	at	ADP
iogr-1203	170	4	the	the	DET
iogr-1203	170	5	gpu	gpu	PROPN
iogr-1203	170	6	technology	technology	NOUN
iogr-1203	170	7	conference	conference	NOUN
iogr-1203	170	8	,	,	PUNCT
iogr-1203	170	9	silicon	silicon	NOUN
iogr-1203	170	10	valley	valley	PROPN
iogr-1203	170	11	,	,	PUNCT
iogr-1203	170	12	california	california	PROPN
iogr-1203	170	13	,	,	PUNCT
iogr-1203	170	14	usa	usa	PROPN
iogr-1203	170	15	,	,	PUNCT
iogr-1203	170	16	4	4	NUM
iogr-1203	170	17	-	-	SYM
iogr-1203	170	18	7	7	NUM
iogr-1203	170	19	april	april	PROPN
iogr-1203	170	20	.	.	PUNCT
iogr-1203	171	1	zhang	zhang	PROPN
iogr-1203	171	2	,	,	PUNCT
iogr-1203	171	3	r.	r.	PROPN
iogr-1203	171	4	and	and	CCONJ
iogr-1203	171	5	castagna	castagna	PROPN
iogr-1203	171	6	,	,	PUNCT
iogr-1203	171	7	j.	j.	PROPN
iogr-1203	171	8	2011	2011	NUM
iogr-1203	171	9	.	.	PUNCT
iogr-1203	172	1	seismic	seismic	ADJ
iogr-1203	172	2	sparse	sparse	ADJ
iogr-1203	172	3	-	-	PUNCT
iogr-1203	172	4	layer	layer	NOUN
iogr-1203	172	5	reflectivity	reflectivity	NOUN
iogr-1203	172	6	inversion	inversion	NOUN
iogr-1203	172	7	using	use	VERB
iogr-1203	172	8	basis	basis	NOUN
iogr-1203	172	9	pursuit	pursuit	NOUN
iogr-1203	172	10	decomposition	decomposition	NOUN
iogr-1203	172	11	.	.	PUNCT
iogr-1203	173	1	geophysics	geophysic	NOUN
iogr-1203	173	2	76(6	76(6	NUM
iogr-1203	173	3	)	)	PUNCT
iogr-1203	173	4	:	:	PUNCT
iogr-1203	174	1	147–158	147–158	NUM
iogr-1203	174	2	.	.	PUNCT
iogr-1203	174	3	binh	binh	PROPN
iogr-1203	174	4	nguyen	nguyen	PROPN
iogr-1203	174	5	kieu	kieu	PROPN
iogr-1203	174	6	,	,	PUNCT
iogr-1203	174	7	spe	spe	PROPN
iogr-1203	174	8	,	,	PUNCT
iogr-1203	174	9	received	receive	VERB
iogr-1203	174	10	a	a	DET
iogr-1203	174	11	b.e	b.e	PROPN
iogr-1203	174	12	in	in	ADP
iogr-1203	174	13	geophysics	geophysic	NOUN
iogr-1203	174	14	from	from	ADP
iogr-1203	174	15	hanoi	hanoi	PROPN
iogr-1203	174	16	university	university	PROPN
iogr-1203	174	17	of	of	ADP
iogr-1203	174	18	mining	mining	NOUN
iogr-1203	174	19	and	and	CCONJ
iogr-1203	174	20	geology	geology	NOUN
iogr-1203	174	21	humg	humg	NOUN
iogr-1203	174	22	(	(	PUNCT
iogr-1203	174	23	2005	2005	NUM
iogr-1203	174	24	)	)	PUNCT
iogr-1203	174	25	and	and	CCONJ
iogr-1203	174	26	an	an	DET
iogr-1203	174	27	m.e	m.e	PROPN
iogr-1203	174	28	in	in	ADP
iogr-1203	174	29	applied	apply	VERB
iogr-1203	174	30	petroleum	petroleum	NOUN
iogr-1203	174	31	geology	geology	NOUN
iogr-1203	174	32	from	from	ADP
iogr-1203	174	33	hochiminh	hochiminh	PROPN
iogr-1203	174	34	city	city	PROPN
iogr-1203	174	35	hcmc	hcmc	PROPN
iogr-1203	174	36	university	university	PROPN
iogr-1203	174	37	of	of	ADP
iogr-1203	174	38	technology	technology	PROPN
iogr-1203	174	39	hcmut	hcmut	ADV
iogr-1203	174	40	(	(	PUNCT
iogr-1203	174	41	2012	2012	NUM
iogr-1203	174	42	)	)	PUNCT
iogr-1203	174	43	.	.	PUNCT
iogr-1203	175	1	he	he	PRON
iogr-1203	175	2	has	have	AUX
iogr-1203	175	3	been	be	AUX
iogr-1203	175	4	working	work	VERB
iogr-1203	175	5	as	as	ADP
iogr-1203	175	6	an	an	DET
iogr-1203	175	7	exploration	exploration	NOUN
iogr-1203	175	8	and	and	CCONJ
iogr-1203	175	9	development	development	NOUN
iogr-1203	175	10	geophysicist	geophysicist	NOUN
iogr-1203	175	11	for	for	ADP
iogr-1203	175	12	cuu	cuu	PROPN
iogr-1203	175	13	long	long	PROPN
iogr-1203	175	14	joc	joc	PROPN
iogr-1203	175	15	,	,	PUNCT
iogr-1203	175	16	pvep	pvep	NOUN
iogr-1203	175	17	poc	poc	NOUN
iogr-1203	175	18	,	,	PUNCT
iogr-1203	175	19	and	and	CCONJ
iogr-1203	175	20	schlumberger	schlumberger	NOUN
iogr-1203	175	21	in	in	ADP
iogr-1203	175	22	vietnam	vietnam	PROPN
iogr-1203	175	23	.	.	PUNCT
iogr-1203	176	1	for	for	ADP
iogr-1203	176	2	14	14	NUM
iogr-1203	176	3	years	year	NOUN
iogr-1203	176	4	of	of	ADP
iogr-1203	176	5	working	working	NOUN
iogr-1203	176	6	experience	experience	NOUN
iogr-1203	176	7	,	,	PUNCT
iogr-1203	176	8	he	he	PRON
iogr-1203	176	9	had	have	AUX
iogr-1203	176	10	involved	involve	VERB
iogr-1203	176	11	in	in	ADP
iogr-1203	176	12	many	many	ADJ
iogr-1203	176	13	projects	project	NOUN
iogr-1203	176	14	spreading	spread	VERB
iogr-1203	176	15	in	in	ADP
iogr-1203	176	16	all	all	DET
iogr-1203	176	17	major	major	ADJ
iogr-1203	176	18	offshore	offshore	ADJ
iogr-1203	176	19	basins	basin	NOUN
iogr-1203	176	20	of	of	ADP
iogr-1203	176	21	vietnam	vietnam	PROPN
iogr-1203	176	22	,	,	PUNCT
iogr-1203	176	23	malaysia	malaysia	PROPN
iogr-1203	176	24	,	,	PUNCT
iogr-1203	176	25	myanmar	myanmar	PROPN
iogr-1203	176	26	,	,	PUNCT
iogr-1203	176	27	thailand	thailand	PROPN
iogr-1203	176	28	,	,	PUNCT
iogr-1203	176	29	kuwait	kuwait	PROPN
iogr-1203	176	30	,	,	PUNCT
iogr-1203	176	31	and	and	CCONJ
iogr-1203	176	32	china	china	PROPN
iogr-1203	176	33	,	,	PUNCT
iogr-1203	176	34	in	in	ADP
iogr-1203	176	35	many	many	ADJ
iogr-1203	176	36	types	type	NOUN
iogr-1203	176	37	of	of	ADP
iogr-1203	176	38	reservoirs	reservoir	NOUN
iogr-1203	176	39	of	of	ADP
iogr-1203	176	40	sandstone	sandstone	NOUN
iogr-1203	176	41	/	/	SYM
iogr-1203	176	42	carbonate	carbonate	NOUN
iogr-1203	176	43	/	/	SYM
iogr-1203	176	44	fractured	fractured	ADJ
iogr-1203	176	45	granite	granite	NOUN
iogr-1203	176	46	basement	basement	NOUN
iogr-1203	176	47	bearing	bear	VERB
iogr-1203	176	48	oil	oil	NOUN
iogr-1203	176	49	and	and	CCONJ
iogr-1203	176	50	gas	gas	NOUN
iogr-1203	176	51	.	.	PUNCT
iogr-1203	177	1	he	he	PRON
iogr-1203	177	2	has	have	AUX
iogr-1203	177	3	been	be	AUX
iogr-1203	177	4	recently	recently	ADV
iogr-1203	177	5	pursuing	pursue	VERB
iogr-1203	177	6	the	the	DET
iogr-1203	177	7	continuing	continue	VERB
iogr-1203	177	8	education	education	NOUN
iogr-1203	177	9	in	in	ADP
iogr-1203	177	10	web	web	NOUN
iogr-1203	177	11	development	development	NOUN
iogr-1203	177	12	,	,	PUNCT
iogr-1203	177	13	data	data	NOUN
iogr-1203	177	14	science	science	NOUN
iogr-1203	177	15	and	and	CCONJ
iogr-1203	177	16	machine	machine	NOUN
iogr-1203	177	17	learning	learn	VERB
iogr-1203	177	18	engineering	engineering	NOUN
iogr-1203	177	19	(	(	PUNCT
iogr-1203	177	20	in	in	ADP
iogr-1203	177	21	madrid	madrid	PROPN
iogr-1203	177	22	,	,	PUNCT
iogr-1203	177	23	spain	spain	PROPN
iogr-1203	177	24	since	since	SCONJ
iogr-1203	177	25	2019	2019	NUM
iogr-1203	177	26	)	)	PUNCT
iogr-1203	177	27	.	.	PUNCT
iogr-1203	178	1	he	he	PRON
iogr-1203	178	2	has	have	AUX
iogr-1203	178	3	been	be	AUX
iogr-1203	178	4	an	an	DET
iogr-1203	178	5	active	active	ADJ
iogr-1203	178	6	member	member	NOUN
iogr-1203	178	7	of	of	ADP
iogr-1203	178	8	spe	spe	PROPN
iogr-1203	178	9	,	,	PUNCT
iogr-1203	178	10	seg&vag	seg&vag	NOUN
iogr-1203	178	11	in	in	ADP
iogr-1203	178	12	promoting	promote	VERB
iogr-1203	178	13	the	the	DET
iogr-1203	178	14	industry	industry	NOUN
iogr-1203	178	15	values	value	NOUN
iogr-1203	178	16	to	to	PART
iogr-1203	178	17	community	community	VERB
iogr-1203	178	18	through	through	ADP
iogr-1203	178	19	leading	lead	VERB
iogr-1203	178	20	local	local	ADJ
iogr-1203	178	21	young	young	ADJ
iogr-1203	178	22	professional	professional	ADJ
iogr-1203	178	23	activities	activity	NOUN
iogr-1203	178	24	,	,	PUNCT
iogr-1203	178	25	visiting	visit	VERB
iogr-1203	178	26	lecturer	lecturer	NOUN
iogr-1203	178	27	in	in	ADP
iogr-1203	178	28	hcmut	hcmut	NOUN
iogr-1203	178	29	,	,	PUNCT
iogr-1203	178	30	hcm	hcm	PROPN
iogr-1203	178	31	university	university	PROPN
iogr-1203	178	32	of	of	ADP
iogr-1203	178	33	science	science	PROPN
iogr-1203	178	34	hcmuos	hcmuo	NOUN
iogr-1203	178	35	,	,	PUNCT
iogr-1203	178	36	and	and	CCONJ
iogr-1203	178	37	petrovietnam	petrovietnam	PROPN
iogr-1203	178	38	university	university	PROPN
iogr-1203	178	39	pvu	pvu	NOUN
iogr-1203	178	40	.	.	PUNCT
iogr-1203	179	1	minh	minh	PROPN
iogr-1203	179	2	van	van	PROPN
iogr-1203	179	3	vo	vo	PROPN
iogr-1203	179	4	,	,	PUNCT
iogr-1203	179	5	spe	spe	PROPN
iogr-1203	179	6	,	,	PUNCT
iogr-1203	179	7	is	be	AUX
iogr-1203	179	8	currently	currently	ADV
iogr-1203	179	9	subsurface	subsurface	NOUN
iogr-1203	179	10	manager	manager	NOUN
iogr-1203	179	11	in	in	ADP
iogr-1203	179	12	unocal	unocal	PROPN
iogr-1203	179	13	east	east	PROPN
iogr-1203	179	14	china	china	PROPN
iogr-1203	179	15	sea	sea	PROPN
iogr-1203	179	16	ltd	ltd	PROPN
iogr-1203	179	17	.	.	PROPN
iogr-1203	179	18	,	,	PUNCT
iogr-1203	179	19	where	where	SCONJ
iogr-1203	179	20	he	he	PRON
iogr-1203	179	21	has	have	AUX
iogr-1203	179	22	worked	work	VERB
iogr-1203	179	23	for	for	ADP
iogr-1203	179	24	the	the	DET
iogr-1203	179	25	last	last	ADJ
iogr-1203	179	26	7	7	NUM
iogr-1203	179	27	+	+	NUM
iogr-1203	179	28	years	year	NOUN
iogr-1203	179	29	.	.	PUNCT
iogr-1203	180	1	he	he	PRON
iogr-1203	180	2	has	have	AUX
iogr-1203	180	3	had	have	VERB
iogr-1203	180	4	28	28	NUM
iogr-1203	180	5	+	+	NUM
iogr-1203	180	6	years	year	NOUN
iogr-1203	180	7	of	of	ADP
iogr-1203	180	8	experience	experience	NOUN
iogr-1203	180	9	in	in	ADP
iogr-1203	180	10	the	the	DET
iogr-1203	180	11	oil	oil	NOUN
iogr-1203	180	12	and	and	CCONJ
iogr-1203	180	13	gas	gas	NOUN
iogr-1203	180	14	industry	industry	NOUN
iogr-1203	180	15	with	with	ADP
iogr-1203	180	16	multiple	multiple	ADJ
iogr-1203	180	17	global	global	ADJ
iogr-1203	180	18	locations	location	NOUN
iogr-1203	180	19	.	.	PUNCT
iogr-1203	181	1	his	his	PRON
iogr-1203	181	2	research	research	NOUN
iogr-1203	181	3	interests	interest	NOUN
iogr-1203	181	4	are	be	AUX
iogr-1203	181	5	in	in	ADP
iogr-1203	181	6	reservoir	reservoir	PROPN
iogr-1203	181	7	engineering	engineering	NOUN
iogr-1203	181	8	,	,	PUNCT
iogr-1203	181	9	production	production	NOUN
iogr-1203	181	10	optimization	optimization	NOUN
iogr-1203	181	11	,	,	PUNCT
iogr-1203	181	12	and	and	CCONJ
iogr-1203	181	13	systems	system	NOUN
iogr-1203	181	14	engineering	engineering	NOUN
iogr-1203	181	15	.	.	PUNCT
iogr-1203	182	1	he	he	PRON
iogr-1203	182	2	holds	hold	VERB
iogr-1203	182	3	several	several	ADJ
iogr-1203	182	4	master	master	NOUN
iogr-1203	182	5	’s	’s	PART
iogr-1203	182	6	degrees	degree	NOUN
iogr-1203	182	7	from	from	ADP
iogr-1203	182	8	unsw	unsw	NOUN
iogr-1203	182	9	in	in	ADP
iogr-1203	182	10	petroleum	petroleum	NOUN
iogr-1203	182	11	engineering	engineering	NOUN
iogr-1203	182	12	,	,	PUNCT
iogr-1203	182	13	from	from	ADP
iogr-1203	182	14	rmit	rmit	PROPN
iogr-1203	182	15	in	in	ADP
iogr-1203	182	16	systems	system	NOUN
iogr-1203	182	17	engineering	engineering	NOUN
iogr-1203	182	18	,	,	PUNCT
iogr-1203	182	19	and	and	CCONJ
iogr-1203	182	20	mba	mba	NOUN
iogr-1203	182	21	from	from	ADP
iogr-1203	182	22	nyu	nyu	PROPN
iogr-1203	182	23	.	.	PUNCT
iogr-1203	183	1	https://www.earthdoc.org/search?value1=p.+paramo&option1=author&noredirect=true	https://www.earthdoc.org/search?value1=p.+paramo&option1=author&noredirect=true	PROPN
iogr-1203	183	2	https://www.earthdoc.org/search?value1=a.+chauhan&option1=author&noredirect=true	https://www.earthdoc.org/search?value1=a.+chauhan&option1=author&noredirect=true	PROPN
iogr-1203	183	3	https://www.earthdoc.org/search?value1=s.+grant&option1=author&noredirect=true	https://www.earthdoc.org/search?value1=s.+grant&option1=author&noredirect=true	PROPN
iogr-1203	183	4	https://www.earthdoc.org/content/proceedings/london2019	https://www.earthdoc.org/content/proceedings/london2019	PROPN
iogr-1203	183	5	https://www.earthdoc.org/search?value1=m.+walker&option1=author&noredirect=true	https://www.earthdoc.org/search?value1=m.+walker&option1=author&noredirect=true	PROPN
iogr-1203	183	6	https://www.earthdoc.org/search?value1=s.+grant&option1=author&noredirect=true	https://www.earthdoc.org/search?value1=s.+grant&option1=author&noredirect=true	ADV
iogr-1203	184	1	https://www.earthdoc.org/search?value1=h.+pham+huu&option1=author&noredirect=true	https://www.earthdoc.org/search?value1=h.+pham+huu&option1=author&noredirect=true	ADJ
iogr-1203	184	2	https://www.earthdoc.org/content/proceedings/paris2017-annual	https://www.earthdoc.org/content/proceedings/paris2017-annual	ADJ
iogr-1203	184	3	abstract	abstract	ADJ
iogr-1203	184	4	introduction	introduction	NOUN
iogr-1203	184	5	methodology	methodology	NOUN
iogr-1203	184	6	proof	proof	NOUN
iogr-1203	184	7	of	of	ADP
iogr-1203	184	8	concept	concept	NOUN
iogr-1203	184	9	discussion	discussion	NOUN
iogr-1203	184	10	conclusions	conclusion	NOUN
iogr-1203	184	11	acknowledgement	acknowledgement	NOUN
iogr-1203	184	12	conflicting	conflict	VERB
iogr-1203	184	13	interests	interest	NOUN
iogr-1203	184	14	references	reference	NOUN