id	sid	tid	token	lemma	pos
cet-15003	1	1	doi	doi	NOUN
cet-15003	1	2	:	:	PUNCT
cet-15003	1	3	10.3303	10.3303	NUM
cet-15003	1	4	/	/	SYM
cet-15003	1	5	cet24114098	cet24114098	NOUN
cet-15003	1	6	paper	paper	NOUN
cet-15003	1	7	received	receive	VERB
cet-15003	1	8	:	:	PUNCT
cet-15003	1	9	23	23	NUM
cet-15003	1	10	may	may	NOUN
cet-15003	1	11	2024	2024	NUM
cet-15003	1	12	;	;	PUNCT
cet-15003	1	13	revised	revise	VERB
cet-15003	1	14	:	:	PUNCT
cet-15003	1	15	28	28	NUM
cet-15003	1	16	september	september	PROPN
cet-15003	1	17	2024	2024	NUM
cet-15003	1	18	;	;	PUNCT
cet-15003	1	19	accepted	accept	VERB
cet-15003	1	20	:	:	PUNCT
cet-15003	1	21	8	8	NUM
cet-15003	1	22	november	november	NOUN
cet-15003	1	23	2024	2024	NUM
cet-15003	1	24	please	please	INTJ
cet-15003	1	25	cite	cite	VERB
cet-15003	1	26	this	this	DET
cet-15003	1	27	article	article	NOUN
cet-15003	1	28	as	as	ADP
cet-15003	1	29	:	:	PUNCT
cet-15003	1	30	shafiee	shafiee	PROPN
cet-15003	1	31	p.	p.	PROPN
cet-15003	1	32	,	,	PUNCT
cet-15003	1	33	dorneanu	dorneanu	PROPN
cet-15003	1	34	b.	b.	PROPN
cet-15003	1	35	,	,	PUNCT
cet-15003	1	36	arellano	arellano	PROPN
cet-15003	1	37	-	-	PUNCT
cet-15003	1	38	garcia	garcia	PROPN
cet-15003	1	39	h.	h.	PROPN
cet-15003	1	40	,	,	PUNCT
cet-15003	1	41	2024	2024	NUM
cet-15003	1	42	,	,	PUNCT
cet-15003	1	43	towards	towards	ADP
cet-15003	1	44	machine	machine	NOUN
cet-15003	1	45	learning	learning	NOUN
cet-15003	1	46	-	-	PUNCT
cet-15003	1	47	driven	drive	VERB
cet-15003	1	48	catalyst	catalyst	NOUN
cet-15003	1	49	design	design	NOUN
cet-15003	1	50	and	and	CCONJ
cet-15003	1	51	optimization	optimization	NOUN
cet-15003	1	52	of	of	ADP
cet-15003	1	53	operating	operating	NOUN
cet-15003	1	54	conditions	condition	NOUN
cet-15003	1	55	for	for	ADP
cet-15003	1	56	the	the	DET
cet-15003	1	57	production	production	NOUN
cet-15003	1	58	of	of	ADP
cet-15003	1	59	jet	jet	NOUN
cet-15003	1	60	fuel	fuel	NOUN
cet-15003	1	61	via	via	ADP
cet-15003	1	62	fischer	fischer	PROPN
cet-15003	1	63	-	-	PUNCT
cet-15003	1	64	tropsch	tropsch	VERB
cet-15003	1	65	synthesis	synthesis	NOUN
cet-15003	1	66	,	,	PUNCT
cet-15003	1	67	chemical	chemical	NOUN
cet-15003	1	68	engineering	engineering	NOUN
cet-15003	1	69	transactions	transaction	NOUN
cet-15003	1	70	,	,	PUNCT
cet-15003	1	71	114	114	NUM
cet-15003	1	72	,	,	PUNCT
cet-15003	1	73	583	583	NUM
cet-15003	1	74	-	-	SYM
cet-15003	1	75	588	588	NUM
cet-15003	1	76	doi:10.3303	doi:10.3303	NOUN
cet-15003	1	77	/	/	SYM
cet-15003	1	78	cet24114098	cet24114098	NOUN
cet-15003	1	79	chemical	chemical	PROPN
cet-15003	1	80	engineering	engineering	NOUN
cet-15003	1	81	transactions	transaction	NOUN
cet-15003	1	82	vol	vol	NOUN
cet-15003	1	83	.	.	PROPN
cet-15003	1	84	114	114	NUM
cet-15003	1	85	,	,	PUNCT
cet-15003	1	86	2024	2024	NUM
cet-15003	1	87	a	a	DET
cet-15003	1	88	publication	publication	NOUN
cet-15003	1	89	of	of	ADP
cet-15003	1	90	the	the	DET
cet-15003	1	91	italian	italian	ADJ
cet-15003	1	92	association	association	NOUN
cet-15003	1	93	of	of	ADP
cet-15003	1	94	chemical	chemical	PROPN
cet-15003	1	95	engineering	engineering	NOUN
cet-15003	1	96	online	online	ADV
cet-15003	1	97	at	at	ADP
cet-15003	1	98	www.cetjournal.it	www.cetjournal.it	PROPN
cet-15003	1	99	guest	guest	NOUN
cet-15003	1	100	editors	editor	NOUN
cet-15003	1	101	:	:	PUNCT
cet-15003	1	102	petar	petar	PROPN
cet-15003	1	103	s.	s.	PROPN
cet-15003	1	104	varbanov	varbanov	PROPN
cet-15003	1	105	,	,	PUNCT
cet-15003	1	106	min	min	PROPN
cet-15003	1	107	zeng	zeng	PROPN
cet-15003	1	108	,	,	PUNCT
cet-15003	1	109	yee	yee	PROPN
cet-15003	1	110	van	van	PROPN
cet-15003	1	111	fan	fan	PROPN
cet-15003	1	112	,	,	PUNCT
cet-15003	1	113	xuechao	xuechao	PROPN
cet-15003	1	114	wang	wang	PROPN
cet-15003	1	115	copyright	copyright	PROPN
cet-15003	1	116	©	©	PROPN
cet-15003	1	117	2024	2024	NUM
cet-15003	1	118	,	,	PUNCT
cet-15003	1	119	aidic	aidic	ADJ
cet-15003	1	120	servizi	servizi	PROPN
cet-15003	1	121	s.r.l	s.r.l	NOUN
cet-15003	1	122	.	.	PUNCT
cet-15003	2	1	isbn	isbn	PROPN
cet-15003	2	2	979	979	NUM
cet-15003	2	3	-	-	SYM
cet-15003	2	4	12	12	NUM
cet-15003	2	5	-	-	PUNCT
cet-15003	2	6	81206	81206	NUM
cet-15003	2	7	-	-	SYM
cet-15003	2	8	12	12	NUM
cet-15003	2	9	-	-	SYM
cet-15003	2	10	0	0	NUM
cet-15003	2	11	;	;	PUNCT
cet-15003	2	12	issn	issn	PROPN
cet-15003	2	13	2283	2283	NUM
cet-15003	2	14	-	-	SYM
cet-15003	2	15	9216	9216	NUM
cet-15003	2	16	towards	towards	ADP
cet-15003	2	17	machine	machine	NOUN
cet-15003	2	18	learning	learning	NOUN
cet-15003	2	19	-	-	PUNCT
cet-15003	2	20	driven	drive	VERB
cet-15003	2	21	catalyst	catalyst	NOUN
cet-15003	2	22	design	design	NOUN
cet-15003	2	23	and	and	CCONJ
cet-15003	2	24	optimization	optimization	NOUN
cet-15003	2	25	of	of	ADP
cet-15003	2	26	operating	operating	NOUN
cet-15003	2	27	conditions	condition	NOUN
cet-15003	2	28	for	for	ADP
cet-15003	2	29	the	the	DET
cet-15003	2	30	production	production	NOUN
cet-15003	2	31	of	of	ADP
cet-15003	2	32	jet	jet	NOUN
cet-15003	2	33	fuel	fuel	NOUN
cet-15003	2	34	via	via	ADP
cet-15003	2	35	fischer	fischer	PROPN
cet-15003	2	36	-	-	PUNCT
cet-15003	2	37	tropsch	tropsch	VERB
cet-15003	2	38	synthesis	synthesis	NOUN
cet-15003	2	39	parisa	parisa	NOUN
cet-15003	2	40	shafiee	shafiee	NOUN
cet-15003	2	41	,	,	PUNCT
cet-15003	2	42	bogdan	bogdan	PROPN
cet-15003	2	43	dorneanu	dorneanu	PROPN
cet-15003	2	44	,	,	PUNCT
cet-15003	2	45	harvey	harvey	PROPN
cet-15003	2	46	arellano	arellano	PROPN
cet-15003	2	47	-	-	PUNCT
cet-15003	2	48	garcia	garcia	PROPN
cet-15003	2	49	*	*	PUNCT
cet-15003	2	50	department	department	PROPN
cet-15003	2	51	of	of	ADP
cet-15003	2	52	process	process	NOUN
cet-15003	2	53	and	and	CCONJ
cet-15003	2	54	plant	plant	NOUN
cet-15003	2	55	technology	technology	NOUN
cet-15003	2	56	.	.	PUNCT
cet-15003	3	1	brandenburg	brandenburg	PROPN
cet-15003	3	2	university	university	PROPN
cet-15003	3	3	of	of	ADP
cet-15003	3	4	technology	technology	NOUN
cet-15003	3	5	(	(	PUNCT
cet-15003	3	6	btu	btu	NOUN
cet-15003	3	7	)	)	PUNCT
cet-15003	3	8	cottbus	cottbus	PROPN
cet-15003	3	9	-	-	PUNCT
cet-15003	3	10	senftenberg	senftenberg	PROPN
cet-15003	3	11	,	,	PUNCT
cet-15003	3	12	germany	germany	PROPN
cet-15003	3	13	arellano@b-tu.de	arellano@b-tu.de	VERB
cet-15003	3	14	fischer	fischer	PROPN
cet-15003	3	15	-	-	PUNCT
cet-15003	3	16	tropsch	tropsch	VERB
cet-15003	3	17	synthesis	synthesis	NOUN
cet-15003	3	18	(	(	PUNCT
cet-15003	3	19	fts	fts	X
cet-15003	3	20	)	)	PUNCT
cet-15003	3	21	offers	offer	VERB
cet-15003	3	22	a	a	DET
cet-15003	3	23	promising	promising	ADJ
cet-15003	3	24	route	route	NOUN
cet-15003	3	25	for	for	ADP
cet-15003	3	26	producing	produce	VERB
cet-15003	3	27	sustainable	sustainable	ADJ
cet-15003	3	28	jet	jet	NOUN
cet-15003	3	29	fuels	fuel	NOUN
cet-15003	3	30	from	from	ADP
cet-15003	3	31	syngas	syngas	NOUN
cet-15003	3	32	.	.	PUNCT
cet-15003	4	1	however	however	ADV
cet-15003	4	2	,	,	PUNCT
cet-15003	4	3	optimizing	optimize	VERB
cet-15003	4	4	the	the	DET
cet-15003	4	5	catalyst	catalyst	NOUN
cet-15003	4	6	design	design	NOUN
cet-15003	4	7	and	and	CCONJ
cet-15003	4	8	operating	operating	NOUN
cet-15003	4	9	conditions	condition	NOUN
cet-15003	4	10	to	to	PART
cet-15003	4	11	maximize	maximize	VERB
cet-15003	4	12	the	the	DET
cet-15003	4	13	desired	desire	VERB
cet-15003	4	14	c8	c8	PROPN
cet-15003	4	15	-	-	PUNCT
cet-15003	4	16	c16	c16	PROPN
cet-15003	4	17	jet	jet	NOUN
cet-15003	4	18	fuel	fuel	NOUN
cet-15003	4	19	range	range	NOUN
cet-15003	4	20	is	be	AUX
cet-15003	4	21	a	a	DET
cet-15003	4	22	challenging	challenging	ADJ
cet-15003	4	23	task	task	NOUN
cet-15003	4	24	.	.	PUNCT
cet-15003	5	1	this	this	DET
cet-15003	5	2	study	study	NOUN
cet-15003	5	3	introduces	introduce	VERB
cet-15003	5	4	the	the	DET
cet-15003	5	5	application	application	NOUN
cet-15003	5	6	of	of	ADP
cet-15003	5	7	a	a	DET
cet-15003	5	8	machine	machine	NOUN
cet-15003	5	9	learning	learning	NOUN
cet-15003	5	10	(	(	PUNCT
cet-15003	5	11	ml	ml	NOUN
cet-15003	5	12	)	)	PUNCT
cet-15003	5	13	framework	framework	NOUN
cet-15003	5	14	to	to	PART
cet-15003	5	15	guide	guide	VERB
cet-15003	5	16	the	the	DET
cet-15003	5	17	design	design	NOUN
cet-15003	5	18	of	of	ADP
cet-15003	5	19	co	co	ADJ
cet-15003	5	20	/	/	SYM
cet-15003	5	21	fe	fe	ADJ
cet-15003	5	22	-	-	PUNCT
cet-15003	5	23	supported	support	VERB
cet-15003	5	24	fts	fts	PROPN
cet-15003	5	25	catalysts	catalyst	NOUN
cet-15003	5	26	and	and	CCONJ
cet-15003	5	27	operating	operating	NOUN
cet-15003	5	28	conditions	condition	NOUN
cet-15003	5	29	for	for	ADP
cet-15003	5	30	enhanced	enhanced	ADJ
cet-15003	5	31	fuel	fuel	NOUN
cet-15003	5	32	selectivity	selectivity	NOUN
cet-15003	5	33	.	.	PUNCT
cet-15003	6	1	a	a	DET
cet-15003	6	2	comprehensive	comprehensive	ADJ
cet-15003	6	3	dataset	dataset	NOUN
cet-15003	6	4	was	be	AUX
cet-15003	6	5	constructed	construct	VERB
cet-15003	6	6	with	with	ADP
cet-15003	6	7	21	21	NUM
cet-15003	6	8	input	input	NOUN
cet-15003	6	9	features	feature	NOUN
cet-15003	6	10	spanning	span	VERB
cet-15003	6	11	catalyst	catalyst	NOUN
cet-15003	6	12	structure	structure	NOUN
cet-15003	6	13	,	,	PUNCT
cet-15003	6	14	preparation	preparation	NOUN
cet-15003	6	15	method	method	NOUN
cet-15003	6	16	,	,	PUNCT
cet-15003	6	17	activation	activation	NOUN
cet-15003	6	18	procedure	procedure	NOUN
cet-15003	6	19	,	,	PUNCT
cet-15003	6	20	and	and	CCONJ
cet-15003	6	21	fts	fts	PROPN
cet-15003	6	22	operating	operating	NOUN
cet-15003	6	23	parameters	parameter	NOUN
cet-15003	6	24	.	.	PUNCT
cet-15003	7	1	the	the	DET
cet-15003	7	2	random	random	ADJ
cet-15003	7	3	forest	forest	NOUN
cet-15003	7	4	ml	ml	ADP
cet-15003	7	5	algorithm	algorithm	PROPN
cet-15003	7	6	was	be	AUX
cet-15003	7	7	evaluated	evaluate	VERB
cet-15003	7	8	for	for	ADP
cet-15003	7	9	predicting	predict	VERB
cet-15003	7	10	co	co	NOUN
cet-15003	7	11	conversion	conversion	NOUN
cet-15003	7	12	and	and	CCONJ
cet-15003	7	13	c8	c8	PROPN
cet-15003	7	14	-	-	PUNCT
cet-15003	7	15	c16	c16	PROPN
cet-15003	7	16	selectivity	selectivity	NOUN
cet-15003	7	17	using	use	VERB
cet-15003	7	18	this	this	DET
cet-15003	7	19	dataset	dataset	NOUN
cet-15003	7	20	.	.	PUNCT
cet-15003	8	1	feature	feature	NOUN
cet-15003	8	2	engineering	engineering	PROPN
cet-15003	8	3	identified	identify	VERB
cet-15003	8	4	the	the	DET
cet-15003	8	5	most	most	ADV
cet-15003	8	6	significant	significant	ADJ
cet-15003	8	7	descriptors	descriptor	NOUN
cet-15003	8	8	influencing	influence	VERB
cet-15003	8	9	performance	performance	NOUN
cet-15003	8	10	.	.	PUNCT
cet-15003	9	1	a	a	DET
cet-15003	9	2	principal	principal	ADJ
cet-15003	9	3	component	component	NOUN
cet-15003	9	4	analysis	analysis	NOUN
cet-15003	9	5	reduced	reduce	VERB
cet-15003	9	6	the	the	DET
cet-15003	9	7	dataset	dataset	NOUN
cet-15003	9	8	dimensionality	dimensionality	NOUN
cet-15003	9	9	prior	prior	ADV
cet-15003	9	10	to	to	ADP
cet-15003	9	11	ml	ml	NOUN
cet-15003	9	12	modelling	modelling	NOUN
cet-15003	9	13	.	.	PUNCT
cet-15003	10	1	the	the	DET
cet-15003	10	2	random	random	ADJ
cet-15003	10	3	forest	forest	NOUN
cet-15003	10	4	algorithm	algorithm	NOUN
cet-15003	10	5	achieved	achieve	VERB
cet-15003	10	6	high	high	ADJ
cet-15003	10	7	prediction	prediction	NOUN
cet-15003	10	8	accuracy	accuracy	NOUN
cet-15003	10	9	for	for	ADP
cet-15003	10	10	the	the	DET
cet-15003	10	11	conversion	conversion	NOUN
cet-15003	10	12	of	of	ADP
cet-15003	10	13	co	co	PROPN
cet-15003	10	14	(	(	PUNCT
cet-15003	10	15	r2	r2	PROPN
cet-15003	10	16	=	=	NOUN
cet-15003	10	17	0.92	0.92	NUM
cet-15003	10	18	)	)	PUNCT
cet-15003	10	19	and	and	CCONJ
cet-15003	10	20	c8	c8	PROPN
cet-15003	10	21	-	-	PUNCT
cet-15003	10	22	c16	c16	PROPN
cet-15003	10	23	selectivity	selectivity	NOUN
cet-15003	10	24	(	(	PUNCT
cet-15003	10	25	r2	r2	NOUN
cet-15003	10	26	=	=	NOUN
cet-15003	10	27	0.90	0.90	NUM
cet-15003	10	28	)	)	PUNCT
cet-15003	10	29	.	.	PUNCT
cet-15003	11	1	in	in	ADP
cet-15003	11	2	addition	addition	NOUN
cet-15003	11	3	to	to	ADP
cet-15003	11	4	confirming	confirm	VERB
cet-15003	11	5	the	the	DET
cet-15003	11	6	known	know	VERB
cet-15003	11	7	effects	effect	NOUN
cet-15003	11	8	of	of	ADP
cet-15003	11	9	operating	operating	NOUN
cet-15003	11	10	conditions	condition	NOUN
cet-15003	11	11	,	,	PUNCT
cet-15003	11	12	key	key	ADJ
cet-15003	11	13	roles	role	NOUN
cet-15003	11	14	of	of	ADP
cet-15003	11	15	co	co	ADJ
cet-15003	11	16	/	/	SYM
cet-15003	11	17	fe	fe	ADJ
cet-15003	11	18	-	-	PUNCT
cet-15003	11	19	supported	support	VERB
cet-15003	11	20	properties	property	NOUN
cet-15003	11	21	were	be	AUX
cet-15003	11	22	elucidated	elucidate	VERB
cet-15003	11	23	.	.	PUNCT
cet-15003	12	1	this	this	DET
cet-15003	12	2	ml	ml	NOUN
cet-15003	12	3	framework	framework	NOUN
cet-15003	12	4	provides	provide	VERB
cet-15003	12	5	a	a	DET
cet-15003	12	6	powerful	powerful	ADJ
cet-15003	12	7	tool	tool	NOUN
cet-15003	12	8	for	for	ADP
cet-15003	12	9	the	the	DET
cet-15003	12	10	rational	rational	ADJ
cet-15003	12	11	design	design	NOUN
cet-15003	12	12	of	of	ADP
cet-15003	12	13	fts	fts	PROPN
cet-15003	12	14	catalysts	catalyst	NOUN
cet-15003	12	15	and	and	CCONJ
cet-15003	12	16	operating	operate	VERB
cet-15003	12	17	windows	window	NOUN
cet-15003	12	18	to	to	PART
cet-15003	12	19	maximize	maximize	VERB
cet-15003	12	20	jet	jet	NOUN
cet-15003	12	21	fuel	fuel	NOUN
cet-15003	12	22	productivity	productivity	NOUN
cet-15003	12	23	.	.	PUNCT
cet-15003	13	1	1	1	X
cet-15003	13	2	.	.	X
cet-15003	13	3	introduction	introduction	NOUN
cet-15003	13	4	the	the	DET
cet-15003	13	5	growing	grow	VERB
cet-15003	13	6	global	global	ADJ
cet-15003	13	7	energy	energy	NOUN
cet-15003	13	8	demand	demand	NOUN
cet-15003	13	9	and	and	CCONJ
cet-15003	13	10	concerns	concern	NOUN
cet-15003	13	11	over	over	ADP
cet-15003	13	12	climate	climate	NOUN
cet-15003	13	13	change	change	NOUN
cet-15003	13	14	have	have	AUX
cet-15003	13	15	spurred	spur	VERB
cet-15003	13	16	intense	intense	ADJ
cet-15003	13	17	research	research	NOUN
cet-15003	13	18	into	into	ADP
cet-15003	13	19	developing	develop	VERB
cet-15003	13	20	renewable	renewable	ADJ
cet-15003	13	21	and	and	CCONJ
cet-15003	13	22	sustainable	sustainable	ADJ
cet-15003	13	23	energy	energy	NOUN
cet-15003	13	24	resources	resource	NOUN
cet-15003	13	25	.	.	PUNCT
cet-15003	14	1	fischer	fischer	PROPN
cet-15003	14	2	-	-	PUNCT
cet-15003	14	3	tropsch	tropsch	VERB
cet-15003	14	4	synthesis	synthesis	NOUN
cet-15003	14	5	(	(	PUNCT
cet-15003	14	6	fts	fts	PROPN
cet-15003	14	7	)	)	PUNCT
cet-15003	14	8	,	,	PUNCT
cet-15003	14	9	a	a	DET
cet-15003	14	10	catalytic	catalytic	ADJ
cet-15003	14	11	process	process	NOUN
cet-15003	14	12	that	that	PRON
cet-15003	14	13	converts	convert	VERB
cet-15003	14	14	syngas	syngas	NOUN
cet-15003	14	15	–	–	PUNCT
cet-15003	14	16	a	a	DET
cet-15003	14	17	mixture	mixture	NOUN
cet-15003	14	18	of	of	ADP
cet-15003	14	19	hydrogen	hydrogen	NOUN
cet-15003	14	20	and	and	CCONJ
cet-15003	14	21	carbon	carbon	NOUN
cet-15003	14	22	monoxide	monoxide	NOUN
cet-15003	14	23	(	(	PUNCT
cet-15003	14	24	co	co	X
cet-15003	14	25	+	+	X
cet-15003	14	26	h2	h2	NOUN
cet-15003	14	27	)	)	PUNCT
cet-15003	14	28	into	into	ADP
cet-15003	14	29	light	light	ADJ
cet-15003	14	30	olefins	olefin	NOUN
cet-15003	14	31	,	,	PUNCT
cet-15003	14	32	liquid	liquid	ADJ
cet-15003	14	33	fuels	fuel	NOUN
cet-15003	14	34	,	,	PUNCT
cet-15003	14	35	and	and	CCONJ
cet-15003	14	36	value	value	NOUN
cet-15003	14	37	-	-	PUNCT
cet-15003	14	38	added	add	VERB
cet-15003	14	39	chemicals	chemical	NOUN
cet-15003	14	40	,	,	PUNCT
cet-15003	14	41	has	have	AUX
cet-15003	14	42	received	receive	VERB
cet-15003	14	43	renewed	renew	VERB
cet-15003	14	44	attention	attention	NOUN
cet-15003	14	45	in	in	ADP
cet-15003	14	46	recent	recent	ADJ
cet-15003	14	47	decades	decade	NOUN
cet-15003	14	48	(	(	PUNCT
cet-15003	14	49	grainca	grainca	PROPN
cet-15003	14	50	et	et	PROPN
cet-15003	14	51	al	al	PROPN
cet-15003	14	52	.	.	PROPN
cet-15003	14	53	,	,	PUNCT
cet-15003	14	54	2023	2023	NUM
cet-15003	14	55	)	)	PUNCT
cet-15003	14	56	.	.	PUNCT
cet-15003	15	1	syngas	syngas	NOUN
cet-15003	15	2	can	can	AUX
cet-15003	15	3	be	be	AUX
cet-15003	15	4	derived	derive	VERB
cet-15003	15	5	from	from	ADP
cet-15003	15	6	sustainable	sustainable	ADJ
cet-15003	15	7	processes	process	NOUN
cet-15003	15	8	such	such	ADJ
cet-15003	15	9	as	as	ADP
cet-15003	15	10	biomass	biomass	NOUN
cet-15003	15	11	gasification	gasification	NOUN
cet-15003	15	12	,	,	PUNCT
cet-15003	15	13	making	make	VERB
cet-15003	15	14	fts	fts	PROPN
cet-15003	15	15	an	an	DET
cet-15003	15	16	attractive	attractive	ADJ
cet-15003	15	17	route	route	NOUN
cet-15003	15	18	for	for	ADP
cet-15003	15	19	producing	produce	VERB
cet-15003	15	20	clean	clean	ADJ
cet-15003	15	21	transportation	transportation	NOUN
cet-15003	15	22	fuels	fuel	NOUN
cet-15003	15	23	and	and	CCONJ
cet-15003	15	24	chemicals	chemical	NOUN
cet-15003	15	25	(	(	PUNCT
cet-15003	15	26	sineva	sineva	VERB
cet-15003	15	27	et	et	PROPN
cet-15003	15	28	al	al	PROPN
cet-15003	15	29	.	.	PROPN
cet-15003	15	30	,	,	PUNCT
cet-15003	15	31	2023	2023	NUM
cet-15003	15	32	)	)	PUNCT
cet-15003	15	33	.	.	PUNCT
cet-15003	16	1	the	the	DET
cet-15003	16	2	product	product	NOUN
cet-15003	16	3	distribution	distribution	NOUN
cet-15003	16	4	in	in	ADP
cet-15003	16	5	the	the	DET
cet-15003	16	6	fts	fts	PROPN
cet-15003	16	7	process	process	NOUN
cet-15003	16	8	is	be	AUX
cet-15003	16	9	heavily	heavily	ADV
cet-15003	16	10	influenced	influence	VERB
cet-15003	16	11	by	by	ADP
cet-15003	16	12	the	the	DET
cet-15003	16	13	catalyst	catalyst	NOUN
cet-15003	16	14	composition	composition	NOUN
cet-15003	16	15	and	and	CCONJ
cet-15003	16	16	formulation	formulation	NOUN
cet-15003	16	17	,	,	PUNCT
cet-15003	16	18	as	as	ADV
cet-15003	16	19	well	well	ADV
cet-15003	16	20	as	as	ADP
cet-15003	16	21	the	the	DET
cet-15003	16	22	reaction	reaction	NOUN
cet-15003	16	23	conditions	condition	NOUN
cet-15003	16	24	employed	employ	VERB
cet-15003	16	25	.	.	PUNCT
cet-15003	17	1	cobalt	cobalt	NOUN
cet-15003	17	2	and	and	CCONJ
cet-15003	17	3	iron	iron	NOUN
cet-15003	17	4	are	be	AUX
cet-15003	17	5	two	two	NUM
cet-15003	17	6	of	of	ADP
cet-15003	17	7	the	the	DET
cet-15003	17	8	most	most	ADV
cet-15003	17	9	widely	widely	ADV
cet-15003	17	10	utilized	utilize	VERB
cet-15003	17	11	active	active	ADJ
cet-15003	17	12	metal	metal	NOUN
cet-15003	17	13	components	component	NOUN
cet-15003	17	14	for	for	ADP
cet-15003	17	15	catalyzing	catalyze	VERB
cet-15003	17	16	the	the	DET
cet-15003	17	17	hydrogenation	hydrogenation	NOUN
cet-15003	17	18	of	of	ADP
cet-15003	17	19	syngas	syngas	NOUN
cet-15003	17	20	in	in	ADP
cet-15003	17	21	fts	fts	PROPN
cet-15003	17	22	catalysts	catalyst	NOUN
cet-15003	17	23	(	(	PUNCT
cet-15003	17	24	kriventceva	kriventceva	PROPN
cet-15003	17	25	et	et	PROPN
cet-15003	17	26	al	al	PROPN
cet-15003	17	27	.	.	PROPN
cet-15003	17	28	,	,	PUNCT
cet-15003	17	29	2013	2013	NUM
cet-15003	17	30	)	)	PUNCT
cet-15003	17	31	.	.	PUNCT
cet-15003	18	1	the	the	DET
cet-15003	18	2	design	design	NOUN
cet-15003	18	3	of	of	ADP
cet-15003	18	4	an	an	DET
cet-15003	18	5	fts	fts	PROPN
cet-15003	18	6	catalyst	catalyst	NOUN
cet-15003	18	7	involves	involve	VERB
cet-15003	18	8	several	several	ADJ
cet-15003	18	9	critical	critical	ADJ
cet-15003	18	10	factors	factor	NOUN
cet-15003	18	11	,	,	PUNCT
cet-15003	18	12	such	such	ADJ
cet-15003	18	13	as	as	ADP
cet-15003	18	14	the	the	DET
cet-15003	18	15	catalyst	catalyst	NOUN
cet-15003	18	16	preparation	preparation	NOUN
cet-15003	18	17	method	method	NOUN
cet-15003	18	18	,	,	PUNCT
cet-15003	18	19	the	the	DET
cet-15003	18	20	choice	choice	NOUN
cet-15003	18	21	of	of	ADP
cet-15003	18	22	support	support	NOUN
cet-15003	18	23	material	material	NOUN
cet-15003	18	24	,	,	PUNCT
cet-15003	18	25	the	the	DET
cet-15003	18	26	addition	addition	NOUN
cet-15003	18	27	of	of	ADP
cet-15003	18	28	promoters	promoter	NOUN
cet-15003	18	29	,	,	PUNCT
cet-15003	18	30	and	and	CCONJ
cet-15003	18	31	the	the	DET
cet-15003	18	32	calcination	calcination	NOUN
cet-15003	18	33	and	and	CCONJ
cet-15003	18	34	reduction	reduction	NOUN
cet-15003	18	35	treatments	treatment	NOUN
cet-15003	18	36	applied	apply	VERB
cet-15003	18	37	.	.	PUNCT
cet-15003	19	1	due	due	ADP
cet-15003	19	2	to	to	ADP
cet-15003	19	3	the	the	DET
cet-15003	19	4	complex	complex	ADJ
cet-15003	19	5	nature	nature	NOUN
cet-15003	19	6	of	of	ADP
cet-15003	19	7	fts	fts	PROPN
cet-15003	19	8	,	,	PUNCT
cet-15003	19	9	which	which	PRON
cet-15003	19	10	involves	involve	VERB
cet-15003	19	11	multiple	multiple	ADJ
cet-15003	19	12	interconnected	interconnected	ADJ
cet-15003	19	13	reaction	reaction	NOUN
cet-15003	19	14	steps	step	NOUN
cet-15003	19	15	,	,	PUNCT
cet-15003	19	16	accurately	accurately	ADV
cet-15003	19	17	predicting	predict	VERB
cet-15003	19	18	the	the	DET
cet-15003	19	19	product	product	NOUN
cet-15003	19	20	selectivity	selectivity	NOUN
cet-15003	19	21	poses	pose	VERB
cet-15003	19	22	a	a	DET
cet-15003	19	23	significant	significant	ADJ
cet-15003	19	24	challenge	challenge	NOUN
cet-15003	19	25	.	.	PUNCT
cet-15003	20	1	in	in	ADP
cet-15003	20	2	this	this	DET
cet-15003	20	3	context	context	NOUN
cet-15003	20	4	,	,	PUNCT
cet-15003	20	5	modeling	model	VERB
cet-15003	20	6	techniques	technique	NOUN
cet-15003	20	7	offer	offer	VERB
cet-15003	20	8	an	an	DET
cet-15003	20	9	alternative	alternative	ADJ
cet-15003	20	10	approach	approach	NOUN
cet-15003	20	11	to	to	PART
cet-15003	20	12	tackle	tackle	VERB
cet-15003	20	13	these	these	DET
cet-15003	20	14	difficulties	difficulty	NOUN
cet-15003	20	15	by	by	ADP
cet-15003	20	16	enabling	enable	VERB
cet-15003	20	17	the	the	DET
cet-15003	20	18	prediction	prediction	NOUN
cet-15003	20	19	of	of	ADP
cet-15003	20	20	optimal	optimal	ADJ
cet-15003	20	21	catalyst	catalyst	NOUN
cet-15003	20	22	structures	structure	NOUN
cet-15003	20	23	and	and	CCONJ
cet-15003	20	24	operating	operating	NOUN
cet-15003	20	25	conditions	condition	NOUN
cet-15003	20	26	tailored	tailor	VERB
cet-15003	20	27	to	to	ADP
cet-15003	20	28	the	the	DET
cet-15003	20	29	desired	desire	VERB
cet-15003	20	30	product	product	NOUN
cet-15003	20	31	distribution	distribution	NOUN
cet-15003	20	32	(	(	PUNCT
cet-15003	20	33	alayat	alayat	NOUN
cet-15003	20	34	et	et	PROPN
cet-15003	20	35	al	al	PROPN
cet-15003	20	36	.	.	PROPN
cet-15003	20	37	,	,	PUNCT
cet-15003	20	38	2019	2019	NUM
cet-15003	20	39	)	)	PUNCT
cet-15003	20	40	.	.	PUNCT
cet-15003	21	1	machine	machine	NOUN
cet-15003	21	2	learning	learning	NOUN
cet-15003	21	3	(	(	PUNCT
cet-15003	21	4	ml	ml	NOUN
cet-15003	21	5	)	)	PUNCT
cet-15003	21	6	methodologies	methodology	NOUN
cet-15003	21	7	have	have	AUX
cet-15003	21	8	found	find	VERB
cet-15003	21	9	widespread	widespread	ADJ
cet-15003	21	10	application	application	NOUN
cet-15003	21	11	in	in	ADP
cet-15003	21	12	deciphering	decipher	VERB
cet-15003	21	13	the	the	DET
cet-15003	21	14	intricacies	intricacy	NOUN
cet-15003	21	15	of	of	ADP
cet-15003	21	16	many	many	ADJ
cet-15003	21	17	industrial	industrial	ADJ
cet-15003	21	18	applications	application	NOUN
cet-15003	21	19	(	(	PUNCT
cet-15003	21	20	dorneanu	dorneanu	X
cet-15003	21	21	et	et	PROPN
cet-15003	21	22	al	al	PROPN
cet-15003	21	23	.	.	PROPN
cet-15003	21	24	,	,	PUNCT
cet-15003	21	25	2022	2022	NUM
cet-15003	21	26	)	)	PUNCT
cet-15003	21	27	,	,	PUNCT
cet-15003	21	28	including	include	VERB
cet-15003	21	29	catalyst	catalyst	NOUN
cet-15003	21	30	screening	screening	NOUN
cet-15003	21	31	(	(	PUNCT
cet-15003	21	32	tomacruz	tomacruz	NOUN
cet-15003	21	33	et	et	PROPN
cet-15003	21	34	al	al	PROPN
cet-15003	21	35	.	.	PROPN
cet-15003	21	36	,	,	PUNCT
cet-15003	21	37	2022	2022	NUM
cet-15003	21	38	)	)	PUNCT
cet-15003	21	39	or	or	CCONJ
cet-15003	21	40	catalytic	catalytic	ADJ
cet-15003	21	41	reactions	reaction	NOUN
cet-15003	21	42	characterized	characterize	VERB
cet-15003	21	43	by	by	ADP
cet-15003	21	44	complex	complex	ADJ
cet-15003	21	45	reaction	reaction	NOUN
cet-15003	21	46	mechanisms	mechanism	NOUN
cet-15003	21	47	,	,	PUNCT
cet-15003	21	48	such	such	ADJ
cet-15003	21	49	as	as	ADP
cet-15003	21	50	the	the	DET
cet-15003	21	51	fts	fts	PROPN
cet-15003	21	52	process	process	NOUN
cet-15003	21	53	.	.	PUNCT
cet-15003	22	1	however	however	ADV
cet-15003	22	2	,	,	PUNCT
cet-15003	22	3	the	the	DET
cet-15003	22	4	majority	majority	NOUN
cet-15003	22	5	of	of	ADP
cet-15003	22	6	prior	prior	ADJ
cet-15003	22	7	studies	study	NOUN
cet-15003	22	8	in	in	ADP
cet-15003	22	9	this	this	DET
cet-15003	22	10	domain	domain	NOUN
cet-15003	22	11	have	have	AUX
cet-15003	22	12	concentrated	concentrate	VERB
cet-15003	22	13	either	either	CCONJ
cet-15003	22	14	on	on	ADP
cet-15003	22	15	specific	specific	ADJ
cet-15003	22	16	catalyst	catalyst	NOUN
cet-15003	22	17	formulations	formulation	NOUN
cet-15003	22	18	or	or	CCONJ
cet-15003	22	19	on	on	ADP
cet-15003	22	20	operating	operating	NOUN
cet-15003	22	21	conditions	condition	NOUN
cet-15003	22	22	,	,	PUNCT
cet-15003	22	23	failing	fail	VERB
cet-15003	22	24	to	to	PART
cet-15003	22	25	adopt	adopt	VERB
cet-15003	22	26	a	a	DET
cet-15003	22	27	holistic	holistic	ADJ
cet-15003	22	28	approach	approach	NOUN
cet-15003	22	29	that	that	PRON
cet-15003	22	30	simultaneously	simultaneously	ADV
cet-15003	22	31	considers	consider	VERB
cet-15003	22	32	the	the	DET
cet-15003	22	33	effects	effect	NOUN
cet-15003	22	34	of	of	ADP
cet-15003	22	35	both	both	DET
cet-15003	22	36	catalyst	catalyst	NOUN
cet-15003	22	37	structure	structure	NOUN
cet-15003	22	38	and	and	CCONJ
cet-15003	22	39	process	process	NOUN
cet-15003	22	40	parameters	parameter	NOUN
cet-15003	22	41	.	.	PUNCT
cet-15003	23	1	notably	notably	ADV
cet-15003	23	2	,	,	PUNCT
cet-15003	23	3	the	the	DET
cet-15003	23	4	influence	influence	NOUN
cet-15003	23	5	of	of	ADP
cet-15003	23	6	catalyst	catalyst	NOUN
cet-15003	23	7	support	support	NOUN
cet-15003	23	8	materials	material	NOUN
cet-15003	23	9	,	,	PUNCT
cet-15003	23	10	particularly	particularly	ADV
cet-15003	23	11	zeolites	zeolite	NOUN
cet-15003	23	12	,	,	PUNCT
cet-15003	23	13	al2o3	al2o3	PROPN
cet-15003	23	14	,	,	PUNCT
cet-15003	23	15	and	and	CCONJ
cet-15003	23	16	sio2	sio2	PROPN
cet-15003	23	17	,	,	PUNCT
cet-15003	23	18	on	on	ADP
cet-15003	23	19	the	the	DET
cet-15003	23	20	fts	fts	PROPN
cet-15003	23	21	reaction	reaction	NOUN
cet-15003	23	22	has	have	AUX
cet-15003	23	23	not	not	PART
cet-15003	23	24	been	be	AUX
cet-15003	23	25	extensively	extensively	ADV
cet-15003	23	26	investigated	investigate	VERB
cet-15003	23	27	using	use	VERB
cet-15003	23	28	ml	ml	NOUN
cet-15003	23	29	techniques	technique	NOUN
cet-15003	23	30	.	.	PUNCT
cet-15003	24	1	583	583	NUM
cet-15003	24	2	one	one	NUM
cet-15003	24	3	of	of	ADP
cet-15003	24	4	the	the	DET
cet-15003	24	5	challenges	challenge	NOUN
cet-15003	24	6	in	in	ADP
cet-15003	24	7	investigating	investigate	VERB
cet-15003	24	8	the	the	DET
cet-15003	24	9	influence	influence	NOUN
cet-15003	24	10	of	of	ADP
cet-15003	24	11	catalyst	catalyst	NOUN
cet-15003	24	12	support	support	NOUN
cet-15003	24	13	materials	material	NOUN
cet-15003	24	14	on	on	ADP
cet-15003	24	15	the	the	DET
cet-15003	24	16	fts	fts	PROPN
cet-15003	24	17	process	process	NOUN
cet-15003	24	18	towards	towards	ADP
cet-15003	24	19	jet	jet	NOUN
cet-15003	24	20	fuel	fuel	NOUN
cet-15003	24	21	production	production	NOUN
cet-15003	24	22	using	use	VERB
cet-15003	24	23	ml	ml	NOUN
cet-15003	24	24	techniques	technique	NOUN
cet-15003	24	25	is	be	AUX
cet-15003	24	26	limited	limit	VERB
cet-15003	24	27	availability	availability	NOUN
cet-15003	24	28	of	of	ADP
cet-15003	24	29	high	high	ADJ
cet-15003	24	30	-	-	PUNCT
cet-15003	24	31	quality	quality	NOUN
cet-15003	24	32	experimental	experimental	ADJ
cet-15003	24	33	data	datum	NOUN
cet-15003	24	34	.	.	PUNCT
cet-15003	25	1	ml	ml	PROPN
cet-15003	25	2	models	model	NOUN
cet-15003	25	3	require	require	VERB
cet-15003	25	4	large	large	ADJ
cet-15003	25	5	datasets	dataset	NOUN
cet-15003	25	6	for	for	ADP
cet-15003	25	7	training	training	NOUN
cet-15003	25	8	,	,	PUNCT
cet-15003	25	9	but	but	CCONJ
cet-15003	25	10	there	there	PRON
cet-15003	25	11	is	be	VERB
cet-15003	25	12	a	a	DET
cet-15003	25	13	scarcity	scarcity	NOUN
cet-15003	25	14	of	of	ADP
cet-15003	25	15	comprehensive	comprehensive	ADJ
cet-15003	25	16	experimental	experimental	ADJ
cet-15003	25	17	data	datum	NOUN
cet-15003	25	18	on	on	ADP
cet-15003	25	19	the	the	DET
cet-15003	25	20	performance	performance	NOUN
cet-15003	25	21	of	of	ADP
cet-15003	25	22	various	various	ADJ
cet-15003	25	23	support	support	NOUN
cet-15003	25	24	materials	material	NOUN
cet-15003	25	25	for	for	ADP
cet-15003	25	26	jet	jet	NOUN
cet-15003	25	27	fuel	fuel	NOUN
cet-15003	25	28	production	production	NOUN
cet-15003	25	29	via	via	ADP
cet-15003	25	30	the	the	DET
cet-15003	25	31	fts	fts	PROPN
cet-15003	25	32	process	process	NOUN
cet-15003	25	33	.	.	PUNCT
cet-15003	26	1	most	most	ADJ
cet-15003	26	2	studies	study	NOUN
cet-15003	26	3	focus	focus	VERB
cet-15003	26	4	on	on	ADP
cet-15003	26	5	specific	specific	ADJ
cet-15003	26	6	support	support	NOUN
cet-15003	26	7	materials	material	NOUN
cet-15003	26	8	or	or	CCONJ
cet-15003	26	9	operating	operating	NOUN
cet-15003	26	10	conditions	condition	NOUN
cet-15003	26	11	,	,	PUNCT
cet-15003	26	12	making	make	VERB
cet-15003	26	13	it	it	PRON
cet-15003	26	14	difficult	difficult	ADJ
cet-15003	26	15	to	to	PART
cet-15003	26	16	develop	develop	VERB
cet-15003	26	17	generalizable	generalizable	ADJ
cet-15003	26	18	models	model	NOUN
cet-15003	26	19	.	.	PUNCT
cet-15003	27	1	however	however	ADV
cet-15003	27	2	,	,	PUNCT
cet-15003	27	3	with	with	ADP
cet-15003	27	4	the	the	DET
cet-15003	27	5	increasing	increase	VERB
cet-15003	27	6	availability	availability	NOUN
cet-15003	27	7	of	of	ADP
cet-15003	27	8	experimental	experimental	ADJ
cet-15003	27	9	data	datum	NOUN
cet-15003	27	10	,	,	PUNCT
cet-15003	27	11	advancements	advancement	NOUN
cet-15003	27	12	in	in	ADP
cet-15003	27	13	computational	computational	ADJ
cet-15003	27	14	resources	resource	NOUN
cet-15003	27	15	,	,	PUNCT
cet-15003	27	16	and	and	CCONJ
cet-15003	27	17	interdisciplinary	interdisciplinary	ADJ
cet-15003	27	18	collaborations	collaboration	NOUN
cet-15003	27	19	,	,	PUNCT
cet-15003	27	20	machine	machine	NOUN
cet-15003	27	21	learning	learning	NOUN
cet-15003	27	22	is	be	AUX
cet-15003	27	23	expected	expect	VERB
cet-15003	27	24	to	to	PART
cet-15003	27	25	play	play	VERB
cet-15003	27	26	a	a	DET
cet-15003	27	27	more	more	ADV
cet-15003	27	28	significant	significant	ADJ
cet-15003	27	29	role	role	NOUN
cet-15003	27	30	in	in	ADP
cet-15003	27	31	optimizing	optimize	VERB
cet-15003	27	32	catalyst	catalyst	NOUN
cet-15003	27	33	support	support	NOUN
cet-15003	27	34	materials	material	NOUN
cet-15003	27	35	for	for	ADP
cet-15003	27	36	the	the	DET
cet-15003	27	37	fts	fts	PROPN
cet-15003	27	38	process	process	NOUN
cet-15003	27	39	towards	towards	ADP
cet-15003	27	40	jet	jet	NOUN
cet-15003	27	41	fuel	fuel	NOUN
cet-15003	27	42	production	production	NOUN
cet-15003	27	43	in	in	ADP
cet-15003	27	44	the	the	DET
cet-15003	27	45	future	future	NOUN
cet-15003	27	46	.	.	PUNCT
cet-15003	28	1	this	this	PRON
cet-15003	28	2	represents	represent	VERB
cet-15003	28	3	a	a	DET
cet-15003	28	4	significant	significant	ADJ
cet-15003	28	5	gap	gap	NOUN
cet-15003	28	6	in	in	ADP
cet-15003	28	7	the	the	DET
cet-15003	28	8	current	current	ADJ
cet-15003	28	9	understanding	understanding	NOUN
cet-15003	28	10	of	of	ADP
cet-15003	28	11	the	the	DET
cet-15003	28	12	process	process	NOUN
cet-15003	28	13	,	,	PUNCT
cet-15003	28	14	as	as	SCONJ
cet-15003	28	15	these	these	DET
cet-15003	28	16	support	support	NOUN
cet-15003	28	17	materials	material	NOUN
cet-15003	28	18	can	can	AUX
cet-15003	28	19	potentially	potentially	ADV
cet-15003	28	20	play	play	VERB
cet-15003	28	21	a	a	DET
cet-15003	28	22	crucial	crucial	ADJ
cet-15003	28	23	role	role	NOUN
cet-15003	28	24	in	in	ADP
cet-15003	28	25	modulating	modulate	VERB
cet-15003	28	26	the	the	DET
cet-15003	28	27	reaction	reaction	NOUN
cet-15003	28	28	mechanism	mechanism	NOUN
cet-15003	28	29	and	and	CCONJ
cet-15003	28	30	product	product	NOUN
cet-15003	28	31	selectivity	selectivity	NOUN
cet-15003	28	32	(	(	PUNCT
cet-15003	28	33	teimouri	teimouri	NOUN
cet-15003	28	34	et	et	PROPN
cet-15003	28	35	al	al	PROPN
cet-15003	28	36	.	.	PROPN
cet-15003	28	37	,	,	PUNCT
cet-15003	28	38	2021	2021	NUM
cet-15003	28	39	)	)	PUNCT
cet-15003	28	40	.	.	PUNCT
cet-15003	29	1	zeolites	zeolite	NOUN
cet-15003	29	2	,	,	PUNCT
cet-15003	29	3	al2o3	al2o3	PROPN
cet-15003	29	4	,	,	PUNCT
cet-15003	29	5	and	and	CCONJ
cet-15003	29	6	sio2	sio2	PROPN
cet-15003	29	7	possess	possess	VERB
cet-15003	29	8	unique	unique	ADJ
cet-15003	29	9	structural	structural	ADJ
cet-15003	29	10	and	and	CCONJ
cet-15003	29	11	textural	textural	ADJ
cet-15003	29	12	properties	property	NOUN
cet-15003	29	13	that	that	PRON
cet-15003	29	14	can	can	AUX
cet-15003	29	15	significantly	significantly	ADV
cet-15003	29	16	influence	influence	VERB
cet-15003	29	17	the	the	DET
cet-15003	29	18	fts	fts	PROPN
cet-15003	29	19	reaction	reaction	NOUN
cet-15003	29	20	mechanism	mechanism	NOUN
cet-15003	29	21	and	and	CCONJ
cet-15003	29	22	product	product	NOUN
cet-15003	29	23	selectivity	selectivity	NOUN
cet-15003	29	24	towards	towards	ADP
cet-15003	29	25	jet	jet	NOUN
cet-15003	29	26	fuels	fuel	NOUN
cet-15003	29	27	.	.	PUNCT
cet-15003	30	1	these	these	DET
cet-15003	30	2	support	support	NOUN
cet-15003	30	3	materials	material	NOUN
cet-15003	30	4	can	can	AUX
cet-15003	30	5	modulate	modulate	VERB
cet-15003	30	6	metal	metal	NOUN
cet-15003	30	7	-	-	PUNCT
cet-15003	30	8	support	support	NOUN
cet-15003	30	9	interactions	interaction	NOUN
cet-15003	30	10	,	,	PUNCT
cet-15003	30	11	alter	alter	VERB
cet-15003	30	12	the	the	DET
cet-15003	30	13	electronic	electronic	ADJ
cet-15003	30	14	properties	property	NOUN
cet-15003	30	15	of	of	ADP
cet-15003	30	16	the	the	DET
cet-15003	30	17	active	active	ADJ
cet-15003	30	18	phase	phase	NOUN
cet-15003	30	19	,	,	PUNCT
cet-15003	30	20	and	and	CCONJ
cet-15003	30	21	introduce	introduce	VERB
cet-15003	30	22	acidity	acidity	NOUN
cet-15003	30	23	or	or	CCONJ
cet-15003	30	24	basicity	basicity	NOUN
cet-15003	30	25	,	,	PUNCT
cet-15003	30	26	thereby	thereby	ADV
cet-15003	30	27	affecting	affect	VERB
cet-15003	30	28	the	the	DET
cet-15003	30	29	product	product	NOUN
cet-15003	30	30	distribution	distribution	NOUN
cet-15003	30	31	.	.	PUNCT
cet-15003	31	1	the	the	DET
cet-15003	31	2	choice	choice	NOUN
cet-15003	31	3	of	of	ADP
cet-15003	31	4	support	support	NOUN
cet-15003	31	5	material	material	NOUN
cet-15003	31	6	and	and	CCONJ
cet-15003	31	7	its	its	PRON
cet-15003	31	8	characteristics	characteristic	NOUN
cet-15003	31	9	,	,	PUNCT
cet-15003	31	10	such	such	ADJ
cet-15003	31	11	as	as	ADP
cet-15003	31	12	specific	specific	ADJ
cet-15003	31	13	surface	surface	NOUN
cet-15003	31	14	area	area	NOUN
cet-15003	31	15	,	,	PUNCT
cet-15003	31	16	pore	pore	ADJ
cet-15003	31	17	size	size	NOUN
cet-15003	31	18	,	,	PUNCT
cet-15003	31	19	and	and	CCONJ
cet-15003	31	20	surface	surface	NOUN
cet-15003	31	21	acidity	acidity	NOUN
cet-15003	31	22	,	,	PUNCT
cet-15003	31	23	play	play	VERB
cet-15003	31	24	a	a	DET
cet-15003	31	25	crucial	crucial	ADJ
cet-15003	31	26	role	role	NOUN
cet-15003	31	27	in	in	ADP
cet-15003	31	28	tuning	tune	VERB
cet-15003	31	29	the	the	DET
cet-15003	31	30	selectivity	selectivity	NOUN
cet-15003	31	31	toward	toward	ADP
cet-15003	31	32	jet	jet	NOUN
cet-15003	31	33	fuels	fuel	NOUN
cet-15003	31	34	in	in	ADP
cet-15003	31	35	fts	fts	PROPN
cet-15003	31	36	.	.	PROPN
cet-15003	31	37	previous	previous	ADJ
cet-15003	31	38	studies	study	NOUN
cet-15003	31	39	have	have	AUX
cet-15003	31	40	explored	explore	VERB
cet-15003	31	41	using	use	VERB
cet-15003	31	42	ml	ml	ADP
cet-15003	31	43	approaches	approach	NOUN
cet-15003	31	44	to	to	PART
cet-15003	31	45	investigate	investigate	VERB
cet-15003	31	46	product	product	NOUN
cet-15003	31	47	distribution	distribution	NOUN
cet-15003	31	48	in	in	ADP
cet-15003	31	49	the	the	DET
cet-15003	31	50	fts	fts	PROPN
cet-15003	31	51	process	process	NOUN
cet-15003	31	52	.	.	PUNCT
cet-15003	32	1	however	however	ADV
cet-15003	32	2	,	,	PUNCT
cet-15003	32	3	a	a	DET
cet-15003	32	4	comprehensive	comprehensive	ADJ
cet-15003	32	5	model	model	NOUN
cet-15003	32	6	that	that	PRON
cet-15003	32	7	simultaneously	simultaneously	ADV
cet-15003	32	8	considers	consider	VERB
cet-15003	32	9	the	the	DET
cet-15003	32	10	effects	effect	NOUN
cet-15003	32	11	of	of	ADP
cet-15003	32	12	operational	operational	ADJ
cet-15003	32	13	conditions	condition	NOUN
cet-15003	32	14	and	and	CCONJ
cet-15003	32	15	catalyst	catalyst	NOUN
cet-15003	32	16	structure	structure	NOUN
cet-15003	32	17	,	,	PUNCT
cet-15003	32	18	including	include	VERB
cet-15003	32	19	catalyst	catalyst	NOUN
cet-15003	32	20	synthesis	synthesis	NOUN
cet-15003	32	21	,	,	PUNCT
cet-15003	32	22	reduction	reduction	NOUN
cet-15003	32	23	,	,	PUNCT
cet-15003	32	24	and	and	CCONJ
cet-15003	32	25	the	the	DET
cet-15003	32	26	fts	fts	PROPN
cet-15003	32	27	process	process	NOUN
cet-15003	32	28	itself	itself	PRON
cet-15003	32	29	,	,	PUNCT
cet-15003	32	30	specifically	specifically	ADV
cet-15003	32	31	focusing	focus	VERB
cet-15003	32	32	on	on	ADP
cet-15003	32	33	zeolites	zeolite	NOUN
cet-15003	32	34	,	,	PUNCT
cet-15003	32	35	al2o3	al2o3	PROPN
cet-15003	32	36	,	,	PUNCT
cet-15003	32	37	and	and	CCONJ
cet-15003	32	38	sio2	sio2	PROPN
cet-15003	32	39	-	-	PUNCT
cet-15003	32	40	based	base	VERB
cet-15003	32	41	supports	support	NOUN
cet-15003	32	42	towards	towards	ADP
cet-15003	32	43	jet	jet	NOUN
cet-15003	32	44	fuels	fuel	NOUN
cet-15003	32	45	,	,	PUNCT
cet-15003	32	46	has	have	AUX
cet-15003	32	47	been	be	AUX
cet-15003	32	48	lacking	lack	VERB
cet-15003	32	49	(	(	PUNCT
cet-15003	32	50	sun	sun	PROPN
cet-15003	32	51	et	et	PROPN
cet-15003	32	52	al	al	PROPN
cet-15003	32	53	.	.	PROPN
cet-15003	32	54	,	,	PUNCT
cet-15003	32	55	2011	2011	NUM
cet-15003	32	56	)	)	PUNCT
cet-15003	32	57	.	.	PUNCT
cet-15003	33	1	teimouri	teimouri	PROPN
cet-15003	33	2	et	et	PROPN
cet-15003	33	3	al	al	PROPN
cet-15003	33	4	.	.	PROPN
cet-15003	34	1	(	(	PUNCT
cet-15003	34	2	2024	2024	NUM
cet-15003	34	3	)	)	PUNCT
cet-15003	34	4	developed	develop	VERB
cet-15003	34	5	an	an	DET
cet-15003	34	6	ml	ml	X
cet-15003	34	7	framework	framework	NOUN
cet-15003	34	8	to	to	PART
cet-15003	34	9	predict	predict	VERB
cet-15003	34	10	the	the	DET
cet-15003	34	11	performance	performance	NOUN
cet-15003	34	12	of	of	ADP
cet-15003	34	13	carbon	carbon	NOUN
cet-15003	34	14	-	-	PUNCT
cet-15003	34	15	supported	support	VERB
cet-15003	34	16	fe	fe	X
cet-15003	34	17	/	/	SYM
cet-15003	34	18	co	co	NOUN
cet-15003	34	19	catalysts	catalyst	NOUN
cet-15003	34	20	for	for	ADP
cet-15003	34	21	fts	fts	PROPN
cet-15003	34	22	of	of	ADP
cet-15003	34	23	clean	clean	ADJ
cet-15003	34	24	liquid	liquid	ADJ
cet-15003	34	25	fuels	fuel	NOUN
cet-15003	34	26	.	.	PUNCT
cet-15003	35	1	their	their	PRON
cet-15003	35	2	research	research	NOUN
cet-15003	35	3	offers	offer	VERB
cet-15003	35	4	a	a	DET
cet-15003	35	5	strategic	strategic	ADJ
cet-15003	35	6	plan	plan	NOUN
cet-15003	35	7	for	for	ADP
cet-15003	35	8	engineering	engineer	VERB
cet-15003	35	9	highly	highly	ADV
cet-15003	35	10	effective	effective	ADJ
cet-15003	35	11	catalysts	catalyst	NOUN
cet-15003	35	12	derived	derive	VERB
cet-15003	35	13	from	from	ADP
cet-15003	35	14	carbon	carbon	NOUN
cet-15003	35	15	materials	material	NOUN
cet-15003	35	16	.	.	PUNCT
cet-15003	36	1	essentially	essentially	ADV
cet-15003	36	2	,	,	PUNCT
cet-15003	36	3	their	their	PRON
cet-15003	36	4	study	study	NOUN
cet-15003	36	5	provides	provide	VERB
cet-15003	36	6	guidelines	guideline	NOUN
cet-15003	36	7	for	for	ADP
cet-15003	36	8	the	the	DET
cet-15003	36	9	systematic	systematic	ADJ
cet-15003	36	10	development	development	NOUN
cet-15003	36	11	of	of	ADP
cet-15003	36	12	carbon	carbon	NOUN
cet-15003	36	13	-	-	PUNCT
cet-15003	36	14	based	base	VERB
cet-15003	36	15	catalytic	catalytic	ADJ
cet-15003	36	16	systems	system	NOUN
cet-15003	36	17	geared	gear	VERB
cet-15003	36	18	towards	towards	ADP
cet-15003	36	19	producing	produce	VERB
cet-15003	36	20	renewable	renewable	ADJ
cet-15003	36	21	or	or	CCONJ
cet-15003	36	22	non	non	ADJ
cet-15003	36	23	-	-	ADJ
cet-15003	36	24	petroleum	petroleum	NOUN
cet-15003	36	25	-	-	PUNCT
cet-15003	36	26	based	base	VERB
cet-15003	36	27	fuels	fuel	NOUN
cet-15003	36	28	for	for	ADP
cet-15003	36	29	various	various	ADJ
cet-15003	36	30	modes	mode	NOUN
cet-15003	36	31	of	of	ADP
cet-15003	36	32	transportation	transportation	NOUN
cet-15003	36	33	.	.	PUNCT
cet-15003	37	1	thus	thus	ADV
cet-15003	37	2	,	,	PUNCT
cet-15003	37	3	this	this	DET
cet-15003	37	4	study	study	NOUN
cet-15003	37	5	aims	aim	VERB
cet-15003	37	6	to	to	PART
cet-15003	37	7	develop	develop	VERB
cet-15003	37	8	a	a	DET
cet-15003	37	9	comprehensive	comprehensive	ADJ
cet-15003	37	10	ml	ml	NOUN
cet-15003	37	11	framework	framework	NOUN
cet-15003	37	12	to	to	PART
cet-15003	37	13	predict	predict	VERB
cet-15003	37	14	the	the	DET
cet-15003	37	15	fts	fts	PROPN
cet-15003	37	16	performance	performance	NOUN
cet-15003	37	17	of	of	ADP
cet-15003	37	18	zeolite	zeolite	NOUN
cet-15003	37	19	,	,	PUNCT
cet-15003	37	20	alumina	alumina	NOUN
cet-15003	37	21	,	,	PUNCT
cet-15003	37	22	and	and	CCONJ
cet-15003	37	23	silica	silica	NOUN
cet-15003	37	24	-	-	PUNCT
cet-15003	37	25	supported	support	VERB
cet-15003	37	26	catalysts	catalyst	NOUN
cet-15003	37	27	towards	towards	ADP
cet-15003	37	28	jet	jet	NOUN
cet-15003	37	29	fuel	fuel	NOUN
cet-15003	37	30	production	production	NOUN
cet-15003	37	31	by	by	ADP
cet-15003	37	32	considering	consider	VERB
cet-15003	37	33	the	the	DET
cet-15003	37	34	simultaneous	simultaneous	ADJ
cet-15003	37	35	effects	effect	NOUN
cet-15003	37	36	of	of	ADP
cet-15003	37	37	catalyst	catalyst	NOUN
cet-15003	37	38	structure	structure	NOUN
cet-15003	37	39	,	,	PUNCT
cet-15003	37	40	preparation	preparation	NOUN
cet-15003	37	41	method	method	NOUN
cet-15003	37	42	,	,	PUNCT
cet-15003	37	43	activation	activation	NOUN
cet-15003	37	44	procedure	procedure	NOUN
cet-15003	37	45	,	,	PUNCT
cet-15003	37	46	and	and	CCONJ
cet-15003	37	47	operating	operating	NOUN
cet-15003	37	48	conditions	condition	NOUN
cet-15003	37	49	.	.	PUNCT
cet-15003	38	1	ultimately	ultimately	ADV
cet-15003	38	2	,	,	PUNCT
cet-15003	38	3	this	this	DET
cet-15003	38	4	work	work	NOUN
cet-15003	38	5	will	will	AUX
cet-15003	38	6	provide	provide	VERB
cet-15003	38	7	valuable	valuable	ADJ
cet-15003	38	8	insights	insight	NOUN
cet-15003	38	9	for	for	ADP
cet-15003	38	10	the	the	DET
cet-15003	38	11	rational	rational	ADJ
cet-15003	38	12	design	design	NOUN
cet-15003	38	13	of	of	ADP
cet-15003	38	14	efficient	efficient	ADJ
cet-15003	38	15	zeolite	zeolite	NOUN
cet-15003	38	16	,	,	PUNCT
cet-15003	38	17	alumina	alumina	NOUN
cet-15003	38	18	,	,	PUNCT
cet-15003	38	19	and	and	CCONJ
cet-15003	38	20	silica	silica	NOUN
cet-15003	38	21	-	-	PUNCT
cet-15003	38	22	based	base	VERB
cet-15003	38	23	catalysts	catalyst	NOUN
cet-15003	38	24	tailored	tailor	VERB
cet-15003	38	25	for	for	ADP
cet-15003	38	26	specific	specific	ADJ
cet-15003	38	27	fts	fts	PROPN
cet-15003	38	28	product	product	NOUN
cet-15003	38	29	streams	stream	NOUN
cet-15003	38	30	towards	towards	ADP
cet-15003	38	31	jet	jet	NOUN
cet-15003	38	32	fuel	fuel	NOUN
cet-15003	38	33	.	.	PUNCT
cet-15003	39	1	2	2	X
cet-15003	39	2	.	.	X
cet-15003	39	3	methodology	methodology	NOUN
cet-15003	39	4	data	datum	NOUN
cet-15003	39	5	curation	curation	NOUN
cet-15003	39	6	is	be	AUX
cet-15003	39	7	a	a	DET
cet-15003	39	8	critical	critical	ADJ
cet-15003	39	9	step	step	NOUN
cet-15003	39	10	in	in	ADP
cet-15003	39	11	developing	develop	VERB
cet-15003	39	12	an	an	DET
cet-15003	39	13	effective	effective	ADJ
cet-15003	39	14	ml	ml	NOUN
cet-15003	39	15	algorithm	algorithm	NOUN
cet-15003	39	16	,	,	PUNCT
cet-15003	39	17	as	as	SCONJ
cet-15003	39	18	the	the	DET
cet-15003	39	19	quality	quality	NOUN
cet-15003	39	20	of	of	ADP
cet-15003	39	21	the	the	DET
cet-15003	39	22	input	input	NOUN
cet-15003	39	23	data	datum	NOUN
cet-15003	39	24	significantly	significantly	ADV
cet-15003	39	25	affects	affect	VERB
cet-15003	39	26	the	the	DET
cet-15003	39	27	model	model	NOUN
cet-15003	39	28	's	's	PART
cet-15003	39	29	performance	performance	NOUN
cet-15003	39	30	.	.	PUNCT
cet-15003	40	1	this	this	DET
cet-15003	40	2	work	work	NOUN
cet-15003	40	3	curated	curate	VERB
cet-15003	40	4	a	a	DET
cet-15003	40	5	dataset	dataset	NOUN
cet-15003	40	6	from	from	ADP
cet-15003	40	7	10	10	NUM
cet-15003	40	8	recent	recent	ADJ
cet-15003	40	9	publications	publication	NOUN
cet-15003	40	10	(	(	PUNCT
cet-15003	40	11	comprising	comprise	VERB
cet-15003	40	12	43	43	NUM
cet-15003	40	13	datasets	dataset	NOUN
cet-15003	40	14	)	)	PUNCT
cet-15003	40	15	that	that	PRON
cet-15003	40	16	investigated	investigate	VERB
cet-15003	40	17	the	the	DET
cet-15003	40	18	use	use	NOUN
cet-15003	40	19	of	of	ADP
cet-15003	40	20	zeolite	zeolite	NOUN
cet-15003	40	21	,	,	PUNCT
cet-15003	40	22	alumina	alumina	NOUN
cet-15003	40	23	,	,	PUNCT
cet-15003	40	24	and	and	CCONJ
cet-15003	40	25	silica	silica	NOUN
cet-15003	40	26	supports	support	NOUN
cet-15003	40	27	for	for	ADP
cet-15003	40	28	fischer	fischer	NOUN
cet-15003	40	29	-	-	PUNCT
cet-15003	40	30	tropsch	tropsch	VERB
cet-15003	40	31	synthesis	synthesis	NOUN
cet-15003	40	32	(	(	PUNCT
cet-15003	40	33	fts	fts	X
cet-15003	40	34	)	)	PUNCT
cet-15003	40	35	catalysts	catalyst	NOUN
cet-15003	40	36	toward	toward	ADP
cet-15003	40	37	jet	jet	NOUN
cet-15003	40	38	fuel	fuel	NOUN
cet-15003	40	39	production	production	NOUN
cet-15003	40	40	.	.	PUNCT
cet-15003	41	1	the	the	DET
cet-15003	41	2	compiled	compile	VERB
cet-15003	41	3	dataset	dataset	NOUN
cet-15003	41	4	was	be	AUX
cet-15003	41	5	first	first	ADV
cet-15003	41	6	statistically	statistically	ADV
cet-15003	41	7	analyzed	analyze	VERB
cet-15003	41	8	to	to	PART
cet-15003	41	9	ensure	ensure	VERB
cet-15003	41	10	its	its	PRON
cet-15003	41	11	robustness	robustness	NOUN
cet-15003	41	12	and	and	CCONJ
cet-15003	41	13	then	then	ADV
cet-15003	41	14	mechanistically	mechanistically	ADV
cet-15003	41	15	evaluated	evaluate	VERB
cet-15003	41	16	to	to	PART
cet-15003	41	17	understand	understand	VERB
cet-15003	41	18	the	the	DET
cet-15003	41	19	underlying	underlie	VERB
cet-15003	41	20	relationships	relationship	NOUN
cet-15003	41	21	between	between	ADP
cet-15003	41	22	the	the	DET
cet-15003	41	23	input	input	NOUN
cet-15003	41	24	features	feature	NOUN
cet-15003	41	25	and	and	CCONJ
cet-15003	41	26	the	the	DET
cet-15003	41	27	desired	desire	VERB
cet-15003	41	28	output	output	NOUN
cet-15003	41	29	.	.	PUNCT
cet-15003	42	1	furthermore	furthermore	ADV
cet-15003	42	2	,	,	PUNCT
cet-15003	42	3	21	21	NUM
cet-15003	42	4	relevant	relevant	ADJ
cet-15003	42	5	descriptors	descriptor	NOUN
cet-15003	42	6	related	relate	VERB
cet-15003	42	7	to	to	ADP
cet-15003	42	8	catalyst	catalyst	NOUN
cet-15003	42	9	formulation	formulation	NOUN
cet-15003	42	10	and	and	CCONJ
cet-15003	42	11	operational	operational	ADJ
cet-15003	42	12	conditions	condition	NOUN
cet-15003	42	13	were	be	AUX
cet-15003	42	14	identified	identify	VERB
cet-15003	42	15	as	as	ADP
cet-15003	42	16	input	input	NOUN
cet-15003	42	17	features	feature	NOUN
cet-15003	42	18	for	for	ADP
cet-15003	42	19	the	the	DET
cet-15003	42	20	ml	ml	PROPN
cet-15003	42	21	models	model	NOUN
cet-15003	42	22	.	.	PUNCT
cet-15003	43	1	given	give	VERB
cet-15003	43	2	the	the	DET
cet-15003	43	3	importance	importance	NOUN
cet-15003	43	4	of	of	ADP
cet-15003	43	5	producing	produce	VERB
cet-15003	43	6	sustainable	sustainable	ADJ
cet-15003	43	7	jet	jet	NOUN
cet-15003	43	8	fuels	fuel	NOUN
cet-15003	43	9	via	via	ADP
cet-15003	43	10	fts	fts	PROPN
cet-15003	43	11	,	,	PUNCT
cet-15003	43	12	the	the	DET
cet-15003	43	13	c8	c8	PROPN
cet-15003	43	14	-	-	PUNCT
cet-15003	43	15	c16	c16	PROPN
cet-15003	43	16	selectivity	selectivity	NOUN
cet-15003	43	17	(	(	PUNCT
cet-15003	43	18	jet	jet	NOUN
cet-15003	43	19	fuel	fuel	NOUN
cet-15003	43	20	range	range	NOUN
cet-15003	43	21	)	)	PUNCT
cet-15003	43	22	and	and	CCONJ
cet-15003	43	23	co	co	X
cet-15003	43	24	conversion	conversion	NOUN
cet-15003	43	25	were	be	AUX
cet-15003	43	26	set	set	VERB
cet-15003	43	27	as	as	ADP
cet-15003	43	28	the	the	DET
cet-15003	43	29	target	target	NOUN
cet-15003	43	30	responses	response	NOUN
cet-15003	43	31	.	.	PUNCT
cet-15003	44	1	subsequently	subsequently	ADV
cet-15003	44	2	,	,	PUNCT
cet-15003	44	3	these	these	DET
cet-15003	44	4	21	21	NUM
cet-15003	44	5	input	input	NOUN
cet-15003	44	6	features	feature	NOUN
cet-15003	44	7	were	be	AUX
cet-15003	44	8	classified	classify	VERB
cet-15003	44	9	into	into	ADP
cet-15003	44	10	two	two	NUM
cet-15003	44	11	main	main	ADJ
cet-15003	44	12	categories	category	NOUN
cet-15003	44	13	:	:	PUNCT
cet-15003	44	14	catalyst	catalyst	NOUN
cet-15003	44	15	formulation	formulation	NOUN
cet-15003	44	16	and	and	CCONJ
cet-15003	44	17	operational	operational	ADJ
cet-15003	44	18	conditions	condition	NOUN
cet-15003	44	19	.	.	PUNCT
cet-15003	45	1	the	the	DET
cet-15003	45	2	catalyst	catalyst	NOUN
cet-15003	45	3	formulation	formulation	NOUN
cet-15003	45	4	descriptors	descriptor	NOUN
cet-15003	45	5	included	include	VERB
cet-15003	45	6	the	the	DET
cet-15003	45	7	support	support	NOUN
cet-15003	45	8	material	material	NOUN
cet-15003	45	9	(	(	PUNCT
cet-15003	45	10	zeolite	zeolite	NOUN
cet-15003	45	11	,	,	PUNCT
cet-15003	45	12	alumina	alumina	NOUN
cet-15003	45	13	,	,	PUNCT
cet-15003	45	14	or	or	CCONJ
cet-15003	45	15	silica	silica	NOUN
cet-15003	45	16	)	)	PUNCT
cet-15003	45	17	,	,	PUNCT
cet-15003	45	18	active	active	ADJ
cet-15003	45	19	metal	metal	NOUN
cet-15003	45	20	(	(	PUNCT
cet-15003	45	21	co	co	NOUN
cet-15003	45	22	or	or	CCONJ
cet-15003	45	23	fe	fe	NOUN
cet-15003	45	24	)	)	PUNCT
cet-15003	45	25	,	,	PUNCT
cet-15003	45	26	promoter	promoter	NOUN
cet-15003	45	27	type	type	NOUN
cet-15003	45	28	and	and	CCONJ
cet-15003	45	29	loading	loading	NOUN
cet-15003	45	30	,	,	PUNCT
cet-15003	45	31	catalyst	catalyst	NOUN
cet-15003	45	32	preparation	preparation	NOUN
cet-15003	45	33	method	method	NOUN
cet-15003	45	34	,	,	PUNCT
cet-15003	45	35	calcination	calcination	NOUN
cet-15003	45	36	temperature	temperature	NOUN
cet-15003	45	37	,	,	PUNCT
cet-15003	45	38	and	and	CCONJ
cet-15003	45	39	textural	textural	ADJ
cet-15003	45	40	properties	property	NOUN
cet-15003	45	41	(	(	PUNCT
cet-15003	45	42	surface	surface	NOUN
cet-15003	45	43	area	area	NOUN
cet-15003	45	44	and	and	CCONJ
cet-15003	45	45	pore	pore	ADJ
cet-15003	45	46	size	size	NOUN
cet-15003	45	47	)	)	PUNCT
cet-15003	45	48	.	.	PUNCT
cet-15003	46	1	the	the	DET
cet-15003	46	2	operational	operational	ADJ
cet-15003	46	3	condition	condition	NOUN
cet-15003	46	4	descriptors	descriptor	NOUN
cet-15003	46	5	encompassed	encompass	VERB
cet-15003	46	6	parameters	parameter	NOUN
cet-15003	46	7	related	relate	VERB
cet-15003	46	8	to	to	ADP
cet-15003	46	9	catalyst	catalyst	NOUN
cet-15003	46	10	reduction	reduction	NOUN
cet-15003	46	11	(	(	PUNCT
cet-15003	46	12	temperature	temperature	NOUN
cet-15003	46	13	,	,	PUNCT
cet-15003	46	14	pressure	pressure	NOUN
cet-15003	46	15	,	,	PUNCT
cet-15003	46	16	and	and	CCONJ
cet-15003	46	17	gas	gas	NOUN
cet-15003	46	18	composition	composition	NOUN
cet-15003	46	19	)	)	PUNCT
cet-15003	46	20	,	,	PUNCT
cet-15003	46	21	and	and	CCONJ
cet-15003	46	22	fts	fts	PROPN
cet-15003	46	23	reaction	reaction	NOUN
cet-15003	46	24	conditions	condition	NOUN
cet-15003	46	25	(	(	PUNCT
cet-15003	46	26	temperature	temperature	NOUN
cet-15003	46	27	,	,	PUNCT
cet-15003	46	28	pressure	pressure	NOUN
cet-15003	46	29	,	,	PUNCT
cet-15003	46	30	h2	h2	PROPN
cet-15003	46	31	/	/	SYM
cet-15003	46	32	co	co	NOUN
cet-15003	46	33	ratio	ratio	NOUN
cet-15003	46	34	,	,	PUNCT
cet-15003	46	35	and	and	CCONJ
cet-15003	46	36	space	space	NOUN
cet-15003	46	37	velocity	velocity	NOUN
cet-15003	46	38	)	)	PUNCT
cet-15003	46	39	.	.	PUNCT
cet-15003	47	1	figure	figure	VERB
cet-15003	47	2	1	1	NUM
cet-15003	47	3	:	:	PUNCT
cet-15003	47	4	the	the	DET
cet-15003	47	5	stages	stage	NOUN
cet-15003	47	6	of	of	ADP
cet-15003	47	7	the	the	DET
cet-15003	47	8	ml	ml	X
cet-15003	47	9	framework	framework	NOUN
cet-15003	47	10	to	to	PART
cet-15003	47	11	ensure	ensure	VERB
cet-15003	47	12	the	the	DET
cet-15003	47	13	quality	quality	NOUN
cet-15003	47	14	and	and	CCONJ
cet-15003	47	15	completeness	completeness	NOUN
cet-15003	47	16	of	of	ADP
cet-15003	47	17	the	the	DET
cet-15003	47	18	dataset	dataset	NOUN
cet-15003	47	19	,	,	PUNCT
cet-15003	48	1	rigorous	rigorous	ADJ
cet-15003	48	2	data	datum	NOUN
cet-15003	48	3	cleaning	clean	VERB
cet-15003	48	4	and	and	CCONJ
cet-15003	48	5	preprocessing	preprocessing	NOUN
cet-15003	48	6	steps	step	NOUN
cet-15003	48	7	were	be	AUX
cet-15003	48	8	performed	perform	VERB
cet-15003	48	9	,	,	PUNCT
cet-15003	48	10	as	as	SCONJ
cet-15003	48	11	illustrated	illustrate	VERB
cet-15003	48	12	in	in	ADP
cet-15003	48	13	figure	figure	NOUN
cet-15003	48	14	1	1	NUM
cet-15003	48	15	.	.	PUNCT
cet-15003	49	1	these	these	DET
cet-15003	49	2	steps	step	NOUN
cet-15003	49	3	included	include	VERB
cet-15003	49	4	handling	handle	VERB
cet-15003	49	5	missing	miss	VERB
cet-15003	49	6	values	value	NOUN
cet-15003	49	7	through	through	ADP
cet-15003	49	8	appropriate	appropriate	ADJ
cet-15003	49	9	584	584	NUM
cet-15003	49	10	imputation	imputation	NOUN
cet-15003	49	11	techniques	technique	NOUN
cet-15003	49	12	,	,	PUNCT
cet-15003	49	13	identifying	identify	VERB
cet-15003	49	14	and	and	CCONJ
cet-15003	49	15	addressing	address	VERB
cet-15003	49	16	outliers	outlier	NOUN
cet-15003	49	17	,	,	PUNCT
cet-15003	49	18	and	and	CCONJ
cet-15003	49	19	applying	apply	VERB
cet-15003	49	20	feature	feature	NOUN
cet-15003	49	21	scaling	scale	VERB
cet-15003	49	22	and	and	CCONJ
cet-15003	49	23	encoding	encode	VERB
cet-15003	49	24	to	to	PART
cet-15003	49	25	ensure	ensure	VERB
cet-15003	49	26	consistent	consistent	ADJ
cet-15003	49	27	data	datum	NOUN
cet-15003	49	28	representation	representation	NOUN
cet-15003	49	29	for	for	ADP
cet-15003	49	30	the	the	DET
cet-15003	49	31	ml	ml	NOUN
cet-15003	49	32	algorithms	algorithm	NOUN
cet-15003	49	33	.	.	PUNCT
cet-15003	50	1	3	3	X
cet-15003	50	2	.	.	NOUN
cet-15003	50	3	results	result	VERB
cet-15003	50	4	3.1	3.1	NUM
cet-15003	50	5	analysis	analysis	NOUN
cet-15003	50	6	of	of	ADP
cet-15003	50	7	input	input	NOUN
cet-15003	50	8	data	datum	NOUN
cet-15003	50	9	the	the	DET
cet-15003	50	10	relationships	relationship	NOUN
cet-15003	50	11	between	between	ADP
cet-15003	50	12	input	input	NOUN
cet-15003	50	13	features	feature	NOUN
cet-15003	50	14	(	(	PUNCT
cet-15003	50	15	catalyst	catalyst	NOUN
cet-15003	50	16	descriptors	descriptor	NOUN
cet-15003	50	17	and	and	CCONJ
cet-15003	50	18	operational	operational	ADJ
cet-15003	50	19	conditions	condition	NOUN
cet-15003	50	20	)	)	PUNCT
cet-15003	50	21	and	and	CCONJ
cet-15003	50	22	output	output	NOUN
cet-15003	50	23	variables	variable	NOUN
cet-15003	50	24	(	(	PUNCT
cet-15003	50	25	c8	c8	PROPN
cet-15003	50	26	-	-	PUNCT
cet-15003	50	27	c16	c16	PROPN
cet-15003	50	28	selectivity	selectivity	NOUN
cet-15003	50	29	,	,	PUNCT
cet-15003	50	30	co	co	NOUN
cet-15003	50	31	conversion	conversion	NOUN
cet-15003	50	32	)	)	PUNCT
cet-15003	50	33	were	be	AUX
cet-15003	50	34	analyzed	analyze	VERB
cet-15003	50	35	using	use	VERB
cet-15003	50	36	spearman	spearman	NOUN
cet-15003	50	37	rank	rank	NOUN
cet-15003	50	38	correlation	correlation	NOUN
cet-15003	50	39	and	and	CCONJ
cet-15003	50	40	principal	principal	ADJ
cet-15003	50	41	component	component	NOUN
cet-15003	50	42	analysis	analysis	NOUN
cet-15003	50	43	(	(	PUNCT
cet-15003	50	44	pca	pca	NOUN
cet-15003	50	45	)	)	PUNCT
cet-15003	50	46	(	(	PUNCT
cet-15003	50	47	figure	figure	NOUN
cet-15003	50	48	2	2	NUM
cet-15003	50	49	)	)	PUNCT
cet-15003	50	50	.	.	PUNCT
cet-15003	51	1	positive	positive	ADJ
cet-15003	51	2	correlations	correlation	NOUN
cet-15003	51	3	were	be	AUX
cet-15003	51	4	found	find	VERB
cet-15003	51	5	between	between	ADP
cet-15003	51	6	reduction	reduction	NOUN
cet-15003	51	7	atmosphere	atmosphere	NOUN
cet-15003	51	8	and	and	CCONJ
cet-15003	51	9	active	active	ADJ
cet-15003	51	10	metal	metal	NOUN
cet-15003	51	11	type	type	NOUN
cet-15003	51	12	(	(	PUNCT
cet-15003	51	13	fe	fe	X
cet-15003	51	14	requires	require	VERB
cet-15003	51	15	h2	h2	PROPN
cet-15003	51	16	/	/	SYM
cet-15003	51	17	co	co	NOUN
cet-15003	51	18	,	,	PUNCT
cet-15003	51	19	co	co	VERB
cet-15003	51	20	requires	require	VERB
cet-15003	51	21	h2	h2	PROPN
cet-15003	51	22	)	)	PUNCT
cet-15003	51	23	,	,	PUNCT
cet-15003	51	24	as	as	ADV
cet-15003	51	25	well	well	ADV
cet-15003	51	26	as	as	ADP
cet-15003	51	27	between	between	ADP
cet-15003	51	28	larger	large	ADJ
cet-15003	51	29	catalyst	catalyst	NOUN
cet-15003	51	30	pore	pore	NOUN
cet-15003	51	31	size	size	NOUN
cet-15003	51	32	and	and	CCONJ
cet-15003	51	33	improved	improve	VERB
cet-15003	51	34	c8	c8	PROPN
cet-15003	51	35	-	-	PUNCT
cet-15003	51	36	c16	c16	PROPN
cet-15003	51	37	selectivity	selectivity	NOUN
cet-15003	51	38	due	due	ADP
cet-15003	51	39	to	to	ADP
cet-15003	51	40	better	well	ADJ
cet-15003	51	41	diffusion	diffusion	NOUN
cet-15003	51	42	.	.	PUNCT
cet-15003	52	1	a	a	DET
cet-15003	52	2	negative	negative	ADJ
cet-15003	52	3	correlation	correlation	NOUN
cet-15003	52	4	was	be	AUX
cet-15003	52	5	seen	see	VERB
cet-15003	52	6	between	between	ADP
cet-15003	52	7	promoter	promoter	NOUN
cet-15003	52	8	loading	loading	NOUN
cet-15003	52	9	and	and	CCONJ
cet-15003	52	10	c8	c8	PROPN
cet-15003	52	11	-	-	PUNCT
cet-15003	52	12	c16	c16	PROPN
cet-15003	52	13	selectivity	selectivity	NOUN
cet-15003	52	14	,	,	PUNCT
cet-15003	52	15	suggesting	suggest	VERB
cet-15003	52	16	that	that	SCONJ
cet-15003	52	17	over	over	NOUN
cet-15003	52	18	-	-	PUNCT
cet-15003	52	19	promotion	promotion	NOUN
cet-15003	52	20	can	can	AUX
cet-15003	52	21	block	block	VERB
cet-15003	52	22	active	active	ADJ
cet-15003	52	23	sites	site	NOUN
cet-15003	52	24	.	.	PUNCT
cet-15003	53	1	pca	pca	PROPN
cet-15003	53	2	revealed	reveal	VERB
cet-15003	53	3	the	the	DET
cet-15003	53	4	first	first	ADJ
cet-15003	53	5	6	6	NUM
cet-15003	53	6	principal	principal	ADJ
cet-15003	53	7	components	component	NOUN
cet-15003	53	8	accounted	account	VERB
cet-15003	53	9	for	for	ADP
cet-15003	53	10	over	over	ADP
cet-15003	53	11	80	80	NUM
cet-15003	53	12	%	%	NOUN
cet-15003	53	13	of	of	ADP
cet-15003	53	14	variance	variance	NOUN
cet-15003	53	15	,	,	PUNCT
cet-15003	53	16	with	with	ADP
cet-15003	53	17	active	active	ADJ
cet-15003	53	18	metal	metal	NOUN
cet-15003	53	19	/	/	SYM
cet-15003	53	20	promoter	promoter	NOUN
cet-15003	53	21	in	in	ADP
cet-15003	53	22	pc1	pc1	PROPN
cet-15003	53	23	,	,	PUNCT
cet-15003	53	24	reduction	reduction	NOUN
cet-15003	53	25	conditions	condition	NOUN
cet-15003	53	26	in	in	ADP
cet-15003	53	27	pc2	pc2	NOUN
cet-15003	53	28	,	,	PUNCT
cet-15003	53	29	catalyst	catalyst	NOUN
cet-15003	53	30	synthesis	synthesis	NOUN
cet-15003	53	31	conditions	condition	NOUN
cet-15003	53	32	in	in	ADP
cet-15003	53	33	pc4	pc4	PROPN
cet-15003	53	34	,	,	PUNCT
cet-15003	53	35	and	and	CCONJ
cet-15003	53	36	fts	fts	PROPN
cet-15003	53	37	reaction	reaction	NOUN
cet-15003	53	38	conditions	condition	NOUN
cet-15003	53	39	in	in	ADP
cet-15003	53	40	pc5	pc5	NOUN
cet-15003	53	41	,	,	PUNCT
cet-15003	53	42	highlighting	highlight	VERB
cet-15003	53	43	the	the	DET
cet-15003	53	44	importance	importance	NOUN
cet-15003	53	45	of	of	ADP
cet-15003	53	46	both	both	PRON
cet-15003	53	47	catalyst	catalyst	NOUN
cet-15003	53	48	formulation	formulation	NOUN
cet-15003	53	49	and	and	CCONJ
cet-15003	53	50	operational	operational	ADJ
cet-15003	53	51	parameters	parameter	NOUN
cet-15003	53	52	(	(	PUNCT
cet-15003	53	53	figure	figure	NOUN
cet-15003	53	54	3	3	NUM
cet-15003	53	55	)	)	PUNCT
cet-15003	53	56	.	.	PUNCT
cet-15003	54	1	an	an	DET
cet-15003	54	2	examination	examination	NOUN
cet-15003	54	3	of	of	ADP
cet-15003	54	4	the	the	DET
cet-15003	54	5	experimental	experimental	ADJ
cet-15003	54	6	data	datum	NOUN
cet-15003	54	7	projected	project	VERB
cet-15003	54	8	onto	onto	ADP
cet-15003	54	9	the	the	DET
cet-15003	54	10	first	first	ADJ
cet-15003	54	11	two	two	NUM
cet-15003	54	12	principal	principal	ADJ
cet-15003	54	13	components	component	NOUN
cet-15003	54	14	revealed	reveal	VERB
cet-15003	54	15	some	some	DET
cet-15003	54	16	key	key	ADJ
cet-15003	54	17	insights	insight	NOUN
cet-15003	54	18	(	(	PUNCT
cet-15003	54	19	figure	figure	NOUN
cet-15003	54	20	4	4	NUM
cet-15003	54	21	)	)	PUNCT
cet-15003	54	22	.	.	PUNCT
cet-15003	55	1	most	most	ADJ
cet-15003	55	2	data	datum	NOUN
cet-15003	55	3	points	point	NOUN
cet-15003	55	4	clustered	cluster	VERB
cet-15003	55	5	along	along	ADP
cet-15003	55	6	a	a	DET
cet-15003	55	7	linear	linear	ADJ
cet-15003	55	8	plane	plane	NOUN
cet-15003	55	9	,	,	PUNCT
cet-15003	55	10	reflecting	reflect	VERB
cet-15003	55	11	variations	variation	NOUN
cet-15003	55	12	from	from	ADP
cet-15003	55	13	changing	change	VERB
cet-15003	55	14	operational	operational	ADJ
cet-15003	55	15	conditions	condition	NOUN
cet-15003	55	16	.	.	PUNCT
cet-15003	56	1	however	however	ADV
cet-15003	56	2	,	,	PUNCT
cet-15003	56	3	some	some	DET
cet-15003	56	4	distinct	distinct	ADJ
cet-15003	56	5	outlier	outlier	NOUN
cet-15003	56	6	clusters	cluster	NOUN
cet-15003	56	7	were	be	AUX
cet-15003	56	8	identified	identify	VERB
cet-15003	56	9	,	,	PUNCT
cet-15003	56	10	corresponding	correspond	VERB
cet-15003	56	11	to	to	ADP
cet-15003	56	12	unique	unique	ADJ
cet-15003	56	13	reaction	reaction	NOUN
cet-15003	56	14	conditions	condition	NOUN
cet-15003	56	15	differing	differ	VERB
cet-15003	56	16	significantly	significantly	ADV
cet-15003	56	17	from	from	ADP
cet-15003	56	18	the	the	DET
cet-15003	56	19	rest	rest	NOUN
cet-15003	56	20	of	of	ADP
cet-15003	56	21	the	the	DET
cet-15003	56	22	dataset	dataset	NOUN
cet-15003	56	23	.	.	PUNCT
cet-15003	57	1	visualizing	visualize	VERB
cet-15003	57	2	the	the	DET
cet-15003	57	3	principal	principal	ADJ
cet-15003	57	4	component	component	NOUN
cet-15003	57	5	projections	projection	NOUN
cet-15003	57	6	allowed	allow	VERB
cet-15003	57	7	for	for	ADP
cet-15003	57	8	the	the	DET
cet-15003	57	9	identification	identification	NOUN
cet-15003	57	10	of	of	ADP
cet-15003	57	11	patterns	pattern	NOUN
cet-15003	57	12	,	,	PUNCT
cet-15003	57	13	groupings	grouping	NOUN
cet-15003	57	14	,	,	PUNCT
cet-15003	57	15	and	and	CCONJ
cet-15003	57	16	anomalies	anomaly	NOUN
cet-15003	57	17	within	within	ADP
cet-15003	57	18	the	the	DET
cet-15003	57	19	data	datum	NOUN
cet-15003	57	20	.	.	PUNCT
cet-15003	58	1	a	a	DET
cet-15003	58	2	scatter	scatter	NOUN
cet-15003	58	3	plot	plot	NOUN
cet-15003	58	4	of	of	ADP
cet-15003	58	5	pca1	pca1	NOUN
cet-15003	58	6	vs	vs	ADP
cet-15003	58	7	pca2	pca2	NOUN
cet-15003	58	8	,	,	PUNCT
cet-15003	58	9	color	color	NOUN
cet-15003	58	10	-	-	PUNCT
cet-15003	58	11	coded	code	VERB
cet-15003	58	12	by	by	ADP
cet-15003	58	13	active	active	ADJ
cet-15003	58	14	metal	metal	NOUN
cet-15003	58	15	type	type	NOUN
cet-15003	58	16	,	,	PUNCT
cet-15003	58	17	showed	show	VERB
cet-15003	58	18	distinct	distinct	ADJ
cet-15003	58	19	clusters	cluster	NOUN
cet-15003	58	20	for	for	ADP
cet-15003	58	21	fe	fe	X
cet-15003	58	22	vs.	vs.	X
cet-15003	58	23	co	co	X
cet-15003	58	24	catalysts	catalyst	NOUN
cet-15003	58	25	,	,	PUNCT
cet-15003	58	26	indicating	indicate	VERB
cet-15003	58	27	that	that	SCONJ
cet-15003	58	28	fe	fe	PROPN
cet-15003	58	29	has	have	VERB
cet-15003	58	30	a	a	DET
cet-15003	58	31	significant	significant	ADJ
cet-15003	58	32	influence	influence	NOUN
cet-15003	58	33	on	on	ADP
cet-15003	58	34	the	the	DET
cet-15003	58	35	variance	variance	NOUN
cet-15003	58	36	captured	capture	VERB
cet-15003	58	37	by	by	ADP
cet-15003	58	38	pca1	pca1	PROPN
cet-15003	58	39	.	.	PUNCT
cet-15003	59	1	the	the	DET
cet-15003	59	2	projections	projection	NOUN
cet-15003	59	3	also	also	ADV
cet-15003	59	4	revealed	reveal	VERB
cet-15003	59	5	unexplored	unexplored	ADJ
cet-15003	59	6	regions	region	NOUN
cet-15003	59	7	in	in	ADP
cet-15003	59	8	the	the	DET
cet-15003	59	9	parameter	parameter	NOUN
cet-15003	59	10	space	space	NOUN
cet-15003	59	11	,	,	PUNCT
cet-15003	59	12	highlighting	highlight	VERB
cet-15003	59	13	gaps	gap	NOUN
cet-15003	59	14	in	in	ADP
cet-15003	59	15	the	the	DET
cet-15003	59	16	existing	exist	VERB
cet-15003	59	17	literature	literature	NOUN
cet-15003	59	18	and	and	CCONJ
cet-15003	59	19	need	need	VERB
cet-15003	59	20	for	for	ADP
cet-15003	59	21	further	further	ADJ
cet-15003	59	22	research	research	NOUN
cet-15003	59	23	to	to	PART
cet-15003	59	24	optimize	optimize	VERB
cet-15003	59	25	jet	jet	NOUN
cet-15003	59	26	fuel	fuel	NOUN
cet-15003	59	27	production	production	NOUN
cet-15003	59	28	by	by	ADP
cet-15003	59	29	investigating	investigate	VERB
cet-15003	59	30	these	these	DET
cet-15003	59	31	unexplored	unexplored	ADJ
cet-15003	59	32	areas	area	NOUN
cet-15003	59	33	.	.	PUNCT
cet-15003	60	1	figure	figure	VERB
cet-15003	60	2	2	2	NUM
cet-15003	60	3	:	:	PUNCT
cet-15003	60	4	spearman	spearman	NOUN
cet-15003	60	5	correlation	correlation	NOUN
cet-15003	60	6	matrix	matrix	NOUN
cet-15003	60	7	showing	show	VERB
cet-15003	60	8	the	the	DET
cet-15003	60	9	relationships	relationship	NOUN
cet-15003	60	10	between	between	ADP
cet-15003	60	11	input	input	NOUN
cet-15003	60	12	features	feature	NOUN
cet-15003	60	13	and	and	CCONJ
cet-15003	60	14	output	output	NOUN
cet-15003	60	15	responses	response	NOUN
cet-15003	60	16	585	585	NUM
cet-15003	60	17	figure	figure	NOUN
cet-15003	60	18	3	3	NUM
cet-15003	60	19	:	:	PUNCT
cet-15003	60	20	principal	principal	ADJ
cet-15003	60	21	component	component	NOUN
cet-15003	60	22	analysis	analysis	NOUN
cet-15003	60	23	of	of	ADP
cet-15003	60	24	the	the	DET
cet-15003	60	25	dataset	dataset	NOUN
cet-15003	60	26	:	:	PUNCT
cet-15003	60	27	correlation	correlation	NOUN
cet-15003	60	28	of	of	ADP
cet-15003	60	29	the	the	DET
cet-15003	60	30	input	input	NOUN
cet-15003	60	31	features	feature	NOUN
cet-15003	60	32	and	and	CCONJ
cet-15003	60	33	responses	response	NOUN
cet-15003	60	34	with	with	ADP
cet-15003	60	35	all	all	DET
cet-15003	60	36	principal	principal	ADJ
cet-15003	60	37	components	component	NOUN
cet-15003	60	38	figure	figure	VERB
cet-15003	60	39	4	4	NUM
cet-15003	60	40	:	:	PUNCT
cet-15003	60	41	pcs	pc	NOUN
cet-15003	60	42	categorized	categorize	VERB
cet-15003	60	43	by	by	ADP
cet-15003	60	44	type	type	NOUN
cet-15003	60	45	of	of	ADP
cet-15003	60	46	active	active	ADJ
cet-15003	60	47	metal	metal	NOUN
cet-15003	60	48	3.2	3.2	NUM
cet-15003	60	49	optimization	optimization	NOUN
cet-15003	60	50	of	of	ADP
cet-15003	60	51	the	the	DET
cet-15003	60	52	machine	machine	NOUN
cet-15003	60	53	learning	learn	VERB
cet-15003	60	54	model	model	NOUN
cet-15003	60	55	in	in	ADP
cet-15003	60	56	the	the	DET
cet-15003	60	57	next	next	ADJ
cet-15003	60	58	step	step	NOUN
cet-15003	60	59	,	,	PUNCT
cet-15003	60	60	the	the	DET
cet-15003	60	61	performance	performance	NOUN
cet-15003	60	62	of	of	ADP
cet-15003	60	63	a	a	DET
cet-15003	60	64	random	random	ADJ
cet-15003	60	65	forest	forest	NOUN
cet-15003	60	66	ml	ml	NOUN
cet-15003	60	67	model	model	NOUN
cet-15003	60	68	in	in	ADP
cet-15003	60	69	accurately	accurately	ADV
cet-15003	60	70	predicting	predict	VERB
cet-15003	60	71	the	the	DET
cet-15003	60	72	co	co	NOUN
cet-15003	60	73	conversion	conversion	NOUN
cet-15003	60	74	rate	rate	NOUN
cet-15003	60	75	and	and	CCONJ
cet-15003	60	76	selectivity	selectivity	NOUN
cet-15003	60	77	for	for	ADP
cet-15003	60	78	c8	c8	PROPN
cet-15003	60	79	-	-	PUNCT
cet-15003	60	80	c16	c16	PROPN
cet-15003	60	81	hydrocarbons	hydrocarbon	NOUN
cet-15003	60	82	of	of	ADP
cet-15003	60	83	a	a	DET
cet-15003	60	84	fischer	fischer	NOUN
cet-15003	60	85	-	-	PUNCT
cet-15003	60	86	tropsch	tropsch	VERB
cet-15003	60	87	synthesis	synthesis	NOUN
cet-15003	60	88	(	(	PUNCT
cet-15003	60	89	fts	fts	X
cet-15003	60	90	)	)	PUNCT
cet-15003	60	91	catalyst	catalyst	NOUN
cet-15003	60	92	under	under	ADP
cet-15003	60	93	varying	vary	VERB
cet-15003	60	94	formulations	formulation	NOUN
cet-15003	60	95	and	and	CCONJ
cet-15003	60	96	operating	operating	NOUN
cet-15003	60	97	parameters	parameter	NOUN
cet-15003	60	98	(	(	PUNCT
cet-15003	60	99	figure	figure	NOUN
cet-15003	60	100	5	5	NUM
cet-15003	60	101	)	)	PUNCT
cet-15003	60	102	has	have	AUX
cet-15003	60	103	been	be	AUX
cet-15003	60	104	evaluated	evaluate	VERB
cet-15003	60	105	.	.	PUNCT
cet-15003	61	1	the	the	DET
cet-15003	61	2	random	random	ADJ
cet-15003	61	3	forest	forest	NOUN
cet-15003	61	4	model	model	NOUN
cet-15003	61	5	underwent	underwent	NOUN
cet-15003	61	6	optimization	optimization	NOUN
cet-15003	61	7	by	by	ADP
cet-15003	61	8	adjusting	adjust	VERB
cet-15003	61	9	the	the	DET
cet-15003	61	10	number	number	NOUN
cet-15003	61	11	of	of	ADP
cet-15003	61	12	decision	decision	NOUN
cet-15003	61	13	trees	tree	NOUN
cet-15003	61	14	and	and	CCONJ
cet-15003	61	15	their	their	PRON
cet-15003	61	16	maximum	maximum	ADJ
cet-15003	61	17	depth	depth	NOUN
cet-15003	61	18	.	.	PUNCT
cet-15003	62	1	the	the	DET
cet-15003	62	2	optimal	optimal	ADJ
cet-15003	62	3	configurations	configuration	NOUN
cet-15003	62	4	were	be	AUX
cet-15003	62	5	identified	identify	VERB
cet-15003	62	6	as	as	ADP
cet-15003	62	7	10	10	NUM
cet-15003	62	8	trees	tree	NOUN
cet-15003	62	9	with	with	ADP
cet-15003	62	10	a	a	DET
cet-15003	62	11	maximum	maximum	ADJ
cet-15003	62	12	depth	depth	NOUN
cet-15003	62	13	of	of	ADP
cet-15003	62	14	6	6	NUM
cet-15003	62	15	for	for	ADP
cet-15003	62	16	co	co	NOUN
cet-15003	62	17	conversion	conversion	NOUN
cet-15003	62	18	,	,	PUNCT
cet-15003	62	19	and	and	CCONJ
cet-15003	62	20	6	6	NUM
cet-15003	62	21	trees	tree	NOUN
cet-15003	62	22	with	with	ADP
cet-15003	62	23	a	a	DET
cet-15003	62	24	maximum	maximum	ADJ
cet-15003	62	25	depth	depth	NOUN
cet-15003	62	26	of	of	ADP
cet-15003	62	27	6	6	NUM
cet-15003	62	28	for	for	ADP
cet-15003	62	29	c8	c8	PROPN
cet-15003	62	30	-	-	PUNCT
cet-15003	62	31	c16	c16	PROPN
cet-15003	62	32	selectivity	selectivity	NOUN
cet-15003	62	33	.	.	PUNCT
cet-15003	63	1	the	the	DET
cet-15003	63	2	refined	refined	ADJ
cet-15003	63	3	model	model	NOUN
cet-15003	63	4	displayed	display	VERB
cet-15003	63	5	remarkable	remarkable	ADJ
cet-15003	63	6	prediction	prediction	NOUN
cet-15003	63	7	accuracy	accuracy	NOUN
cet-15003	63	8	,	,	PUNCT
cet-15003	63	9	yielding	yield	VERB
cet-15003	63	10	average	average	ADJ
cet-15003	63	11	r2	r2	NOUN
cet-15003	63	12	values	value	NOUN
cet-15003	63	13	of	of	ADP
cet-15003	63	14	0.92	0.92	NUM
cet-15003	63	15	(	(	PUNCT
cet-15003	63	16	training	training	NOUN
cet-15003	63	17	)	)	PUNCT
cet-15003	63	18	and	and	CCONJ
cet-15003	63	19	0.72	0.72	NUM
cet-15003	63	20	(	(	PUNCT
cet-15003	63	21	testing	testing	NOUN
cet-15003	63	22	)	)	PUNCT
cet-15003	63	23	for	for	ADP
cet-15003	63	24	co	co	NOUN
cet-15003	63	25	conversion	conversion	NOUN
cet-15003	63	26	,	,	PUNCT
cet-15003	63	27	and	and	CCONJ
cet-15003	63	28	0.90	0.90	NUM
cet-15003	63	29	(	(	PUNCT
cet-15003	63	30	training	training	NOUN
cet-15003	63	31	)	)	PUNCT
cet-15003	63	32	and	and	CCONJ
cet-15003	63	33	0.70	0.70	NUM
cet-15003	63	34	(	(	PUNCT
cet-15003	63	35	testing	testing	NOUN
cet-15003	63	36	)	)	PUNCT
cet-15003	63	37	for	for	ADP
cet-15003	63	38	c8	c8	PROPN
cet-15003	63	39	-	-	PUNCT
cet-15003	63	40	c16	c16	PROPN
cet-15003	63	41	selectivity	selectivity	NOUN
cet-15003	63	42	.	.	PUNCT
cet-15003	64	1	despite	despite	SCONJ
cet-15003	64	2	a	a	DET
cet-15003	64	3	slight	slight	ADJ
cet-15003	64	4	decline	decline	NOUN
cet-15003	64	5	in	in	ADP
cet-15003	64	6	prediction	prediction	NOUN
cet-15003	64	7	accuracy	accuracy	NOUN
cet-15003	64	8	on	on	ADP
cet-15003	64	9	the	the	DET
cet-15003	64	10	test	test	NOUN
cet-15003	64	11	dataset	dataset	NOUN
cet-15003	64	12	compared	compare	VERB
cet-15003	64	13	to	to	ADP
cet-15003	64	14	the	the	DET
cet-15003	64	15	training	training	NOUN
cet-15003	64	16	data	datum	NOUN
cet-15003	64	17	,	,	PUNCT
cet-15003	64	18	the	the	DET
cet-15003	64	19	overall	overall	ADJ
cet-15003	64	20	performance	performance	NOUN
cet-15003	64	21	was	be	AUX
cet-15003	64	22	deemed	deem	VERB
cet-15003	64	23	sufficient	sufficient	ADJ
cet-15003	64	24	for	for	ADP
cet-15003	64	25	effectively	effectively	ADV
cet-15003	64	26	extrapolating	extrapolate	VERB
cet-15003	64	27	the	the	DET
cet-15003	64	28	fts	fts	PROPN
cet-15003	64	29	activity	activity	NOUN
cet-15003	64	30	and	and	CCONJ
cet-15003	64	31	selectivity	selectivity	NOUN
cet-15003	64	32	across	across	ADP
cet-15003	64	33	different	different	ADJ
cet-15003	64	34	catalysts	catalyst	NOUN
cet-15003	64	35	and	and	CCONJ
cet-15003	64	36	operating	operating	NOUN
cet-15003	64	37	conditions	condition	NOUN
cet-15003	64	38	.	.	PUNCT
cet-15003	65	1	furthermore	furthermore	ADV
cet-15003	65	2	,	,	PUNCT
cet-15003	65	3	the	the	DET
cet-15003	65	4	study	study	NOUN
cet-15003	65	5	evaluated	evaluate	VERB
cet-15003	65	6	the	the	DET
cet-15003	65	7	model	model	NOUN
cet-15003	65	8	's	's	PART
cet-15003	65	9	performance	performance	NOUN
cet-15003	65	10	with	with	ADP
cet-15003	65	11	and	and	CCONJ
cet-15003	65	12	without	without	ADP
cet-15003	65	13	utilizing	utilize	VERB
cet-15003	65	14	pca	pca	NOUN
cet-15003	65	15	for	for	ADP
cet-15003	65	16	dimensionality	dimensionality	NOUN
cet-15003	65	17	reduction	reduction	NOUN
cet-15003	65	18	.	.	PUNCT
cet-15003	66	1	the	the	DET
cet-15003	66	2	findings	finding	NOUN
cet-15003	66	3	indicate	indicate	VERB
cet-15003	66	4	that	that	SCONJ
cet-15003	66	5	the	the	DET
cet-15003	66	6	random	random	ADJ
cet-15003	66	7	forest	forest	NOUN
cet-15003	66	8	model	model	NOUN
cet-15003	66	9	without	without	ADP
cet-15003	66	10	pca	pca	PROPN
cet-15003	66	11	may	may	AUX
cet-15003	66	12	perform	perform	VERB
cet-15003	66	13	better	well	ADV
cet-15003	66	14	in	in	ADP
cet-15003	66	15	directly	directly	ADV
cet-15003	66	16	capturing	capture	VERB
cet-15003	66	17	the	the	DET
cet-15003	66	18	fts	fts	PROPN
cet-15003	66	19	performance	performance	NOUN
cet-15003	66	20	.	.	PUNCT
cet-15003	67	1	586	586	NUM
cet-15003	67	2	(	(	PUNCT
cet-15003	67	3	a	a	NOUN
cet-15003	67	4	)	)	PUNCT
cet-15003	67	5	(	(	PUNCT
cet-15003	67	6	b	b	X
cet-15003	67	7	)	)	PUNCT
cet-15003	67	8	(	(	PUNCT
cet-15003	67	9	c	c	X
cet-15003	67	10	)	)	PUNCT
cet-15003	67	11	(	(	PUNCT
cet-15003	67	12	d	d	X
cet-15003	67	13	)	)	PUNCT
cet-15003	67	14	(	(	PUNCT
cet-15003	67	15	e	e	NOUN
cet-15003	67	16	)	)	PUNCT
cet-15003	67	17	(	(	PUNCT
cet-15003	67	18	f	f	X
cet-15003	67	19	)	)	PUNCT
cet-15003	67	20	figure	figure	NOUN
cet-15003	67	21	5	5	NUM
cet-15003	67	22	:	:	PUNCT
cet-15003	67	23	(	(	PUNCT
cet-15003	67	24	a	a	X
cet-15003	67	25	)	)	PUNCT
cet-15003	67	26	rf	rf	NOUN
cet-15003	67	27	hyperparameter	hyperparameter	NOUN
cet-15003	67	28	tuning	tune	VERB
cet-15003	67	29	for	for	ADP
cet-15003	67	30	co	co	NOUN
cet-15003	67	31	conversion	conversion	NOUN
cet-15003	67	32	,	,	PUNCT
cet-15003	67	33	(	(	PUNCT
cet-15003	67	34	b	b	NOUN
cet-15003	67	35	)	)	PUNCT
cet-15003	67	36	and	and	CCONJ
cet-15003	67	37	(	(	PUNCT
cet-15003	67	38	c	c	X
cet-15003	67	39	)	)	PUNCT
cet-15003	67	40	comparison	comparison	NOUN
cet-15003	67	41	of	of	ADP
cet-15003	67	42	predicted	predict	VERB
cet-15003	67	43	co	co	INTJ
cet-15003	67	44	conversion	conversion	NOUN
cet-15003	67	45	with	with	ADP
cet-15003	67	46	original	original	ADJ
cet-15003	67	47	experimental	experimental	ADJ
cet-15003	67	48	data	datum	NOUN
cet-15003	67	49	,	,	PUNCT
cet-15003	67	50	(	(	PUNCT
cet-15003	67	51	d	d	X
cet-15003	67	52	)	)	PUNCT
cet-15003	67	53	rf	rf	NOUN
cet-15003	67	54	hyperparameter	hyperparameter	NOUN
cet-15003	67	55	tuning	tune	VERB
cet-15003	67	56	for	for	ADP
cet-15003	67	57	c8	c8	PROPN
cet-15003	67	58	-	-	PUNCT
cet-15003	67	59	c16	c16	PROPN
cet-15003	67	60	selectivity	selectivity	NOUN
cet-15003	67	61	,	,	PUNCT
cet-15003	67	62	and	and	CCONJ
cet-15003	67	63	(	(	PUNCT
cet-15003	67	64	e	e	NOUN
cet-15003	67	65	)	)	PUNCT
cet-15003	67	66	and	and	CCONJ
cet-15003	67	67	(	(	PUNCT
cet-15003	67	68	f	f	X
cet-15003	67	69	)	)	PUNCT
cet-15003	67	70	comparison	comparison	NOUN
cet-15003	67	71	of	of	ADP
cet-15003	67	72	predicted	predict	VERB
cet-15003	67	73	c8	c8	PROPN
cet-15003	67	74	-	-	PUNCT
cet-15003	67	75	c16	c16	PROPN
cet-15003	67	76	selectivity	selectivity	NOUN
cet-15003	67	77	with	with	ADP
cet-15003	67	78	original	original	ADJ
cet-15003	67	79	experimental	experimental	ADJ
cet-15003	67	80	data	datum	NOUN
cet-15003	67	81	3.3	3.3	NUM
cet-15003	67	82	impacts	impact	NOUN
cet-15003	67	83	of	of	ADP
cet-15003	67	84	the	the	DET
cet-15003	67	85	input	input	NOUN
cet-15003	67	86	features	feature	VERB
cet-15003	67	87	on	on	ADP
cet-15003	67	88	catalyst	catalyst	NOUN
cet-15003	67	89	activity	activity	NOUN
cet-15003	67	90	and	and	CCONJ
cet-15003	67	91	selectivity	selectivity	NOUN
cet-15003	67	92	the	the	DET
cet-15003	67	93	pie	pie	NOUN
cet-15003	67	94	chart	chart	NOUN
cet-15003	67	95	illustrated	illustrate	VERB
cet-15003	67	96	in	in	ADP
cet-15003	67	97	figure	figure	NOUN
cet-15003	67	98	6	6	NUM
cet-15003	67	99	reveals	reveal	VERB
cet-15003	67	100	that	that	SCONJ
cet-15003	67	101	catalyst	catalyst	NOUN
cet-15003	67	102	preparation	preparation	NOUN
cet-15003	67	103	conditions	condition	NOUN
cet-15003	67	104	(	(	PUNCT
cet-15003	67	105	type	type	NOUN
cet-15003	67	106	of	of	ADP
cet-15003	67	107	active	active	ADJ
cet-15003	67	108	metal	metal	NOUN
cet-15003	67	109	,	,	PUNCT
cet-15003	67	110	promoter	promoter	NOUN
cet-15003	67	111	,	,	PUNCT
cet-15003	67	112	promoter	promoter	NOUN
cet-15003	67	113	loading	loading	NOUN
cet-15003	67	114	)	)	PUNCT
cet-15003	67	115	were	be	AUX
cet-15003	67	116	identified	identify	VERB
cet-15003	67	117	as	as	ADP
cet-15003	67	118	the	the	DET
cet-15003	67	119	least	least	ADV
cet-15003	67	120	significant	significant	ADJ
cet-15003	67	121	features	feature	NOUN
cet-15003	67	122	influencing	influence	VERB
cet-15003	67	123	the	the	DET
cet-15003	67	124	catalytic	catalytic	ADJ
cet-15003	67	125	activity	activity	NOUN
cet-15003	67	126	compared	compare	VERB
cet-15003	67	127	to	to	ADP
cet-15003	67	128	catalyst	catalyst	NOUN
cet-15003	67	129	characterization	characterization	NOUN
cet-15003	67	130	and	and	CCONJ
cet-15003	67	131	fts	fts	ADJ
cet-15003	67	132	operational	operational	ADJ
cet-15003	67	133	conditions	condition	NOUN
cet-15003	67	134	.	.	PUNCT
cet-15003	68	1	(	(	PUNCT
cet-15003	68	2	a	a	X
cet-15003	68	3	)	)	PUNCT
cet-15003	68	4	(	(	PUNCT
cet-15003	68	5	b	b	X
cet-15003	68	6	)	)	PUNCT
cet-15003	68	7	figure	figure	NOUN
cet-15003	68	8	6	6	NUM
cet-15003	68	9	:	:	PUNCT
cet-15003	68	10	effects	effect	NOUN
cet-15003	68	11	of	of	ADP
cet-15003	68	12	input	input	NOUN
cet-15003	68	13	features	feature	NOUN
cet-15003	68	14	on	on	ADP
cet-15003	68	15	(	(	PUNCT
cet-15003	68	16	a	a	X
cet-15003	68	17	)	)	PUNCT
cet-15003	68	18	co	co	NOUN
cet-15003	68	19	conversion	conversion	NOUN
cet-15003	68	20	,	,	PUNCT
cet-15003	68	21	(	(	PUNCT
cet-15003	68	22	b	b	X
cet-15003	68	23	)	)	PUNCT
cet-15003	68	24	c8	c8	PROPN
cet-15003	68	25	-	-	PUNCT
cet-15003	68	26	c16	c16	PROPN
cet-15003	68	27	selectivity	selectivity	NOUN
cet-15003	68	28	(	(	PUNCT
cet-15003	68	29	a	a	NOUN
cet-15003	68	30	)	)	PUNCT
cet-15003	68	31	(	(	PUNCT
cet-15003	68	32	b	b	X
cet-15003	68	33	)	)	PUNCT
cet-15003	68	34	figure	figure	NOUN
cet-15003	68	35	7	7	NUM
cet-15003	68	36	:	:	SYM
cet-15003	68	37	two	two	NUM
cet-15003	68	38	-	-	PUNCT
cet-15003	68	39	way	way	NOUN
cet-15003	68	40	pdps	pdps	NOUN
cet-15003	68	41	of	of	ADP
cet-15003	68	42	(	(	PUNCT
cet-15003	68	43	a	a	PRON
cet-15003	68	44	)	)	PUNCT
cet-15003	68	45	co	co	NOUN
cet-15003	68	46	conversion	conversion	NOUN
cet-15003	68	47	and	and	CCONJ
cet-15003	68	48	(	(	PUNCT
cet-15003	68	49	b	b	NOUN
cet-15003	68	50	)	)	PUNCT
cet-15003	68	51	c8	c8	PROPN
cet-15003	68	52	-	-	PUNCT
cet-15003	68	53	c16	c16	PROPN
cet-15003	68	54	selectivity	selectivity	NOUN
cet-15003	68	55	587	587	NUM
cet-15003	68	56	while	while	SCONJ
cet-15003	68	57	fts	fts	PROPN
cet-15003	68	58	operational	operational	ADJ
cet-15003	68	59	conditions	condition	NOUN
cet-15003	68	60	predominantly	predominantly	ADV
cet-15003	68	61	affect	affect	VERB
cet-15003	68	62	the	the	DET
cet-15003	68	63	co	co	NOUN
cet-15003	68	64	conversion	conversion	NOUN
cet-15003	68	65	,	,	PUNCT
cet-15003	68	66	catalyst	catalyst	NOUN
cet-15003	68	67	characterization	characterization	NOUN
cet-15003	68	68	plays	play	VERB
cet-15003	68	69	a	a	DET
cet-15003	68	70	more	more	ADV
cet-15003	68	71	significant	significant	ADJ
cet-15003	68	72	role	role	NOUN
cet-15003	68	73	in	in	ADP
cet-15003	68	74	determining	determine	VERB
cet-15003	68	75	the	the	DET
cet-15003	68	76	c8	c8	PROPN
cet-15003	68	77	-	-	PUNCT
cet-15003	68	78	c16	c16	PROPN
cet-15003	68	79	selectivity	selectivity	NOUN
cet-15003	68	80	of	of	ADP
cet-15003	68	81	the	the	DET
cet-15003	68	82	catalysts	catalyst	NOUN
cet-15003	68	83	.	.	PUNCT
cet-15003	69	1	the	the	DET
cet-15003	69	2	two	two	NUM
cet-15003	69	3	-	-	PUNCT
cet-15003	69	4	way	way	NOUN
cet-15003	69	5	partial	partial	ADJ
cet-15003	69	6	dependence	dependence	NOUN
cet-15003	69	7	plots	plot	NOUN
cet-15003	69	8	(	(	PUNCT
cet-15003	69	9	pdps	pdps	NOUN
cet-15003	69	10	)	)	PUNCT
cet-15003	69	11	illustrated	illustrate	VERB
cet-15003	69	12	in	in	ADP
cet-15003	69	13	figure	figure	NOUN
cet-15003	69	14	7	7	NUM
cet-15003	69	15	further	far	ADV
cet-15003	69	16	validate	validate	VERB
cet-15003	69	17	the	the	DET
cet-15003	69	18	high	high	ADJ
cet-15003	69	19	interactions	interaction	NOUN
cet-15003	69	20	and	and	CCONJ
cet-15003	69	21	non	non	ADJ
cet-15003	69	22	-	-	ADJ
cet-15003	69	23	linear	linear	ADJ
cet-15003	69	24	relationship	relationship	NOUN
cet-15003	69	25	between	between	ADP
cet-15003	69	26	the	the	DET
cet-15003	69	27	temperature	temperature	NOUN
cet-15003	69	28	and	and	CCONJ
cet-15003	69	29	pressure	pressure	NOUN
cet-15003	69	30	of	of	ADP
cet-15003	69	31	the	the	DET
cet-15003	69	32	reaction	reaction	NOUN
cet-15003	69	33	,	,	PUNCT
cet-15003	69	34	and	and	CCONJ
cet-15003	69	35	catalyst	catalyst	NOUN
cet-15003	69	36	activity	activity	NOUN
cet-15003	69	37	.	.	PUNCT
cet-15003	70	1	notably	notably	ADV
cet-15003	70	2	,	,	PUNCT
cet-15003	70	3	within	within	ADP
cet-15003	70	4	the	the	DET
cet-15003	70	5	pressure	pressure	NOUN
cet-15003	70	6	range	range	NOUN
cet-15003	70	7	of	of	ADP
cet-15003	70	8	12.5	12.5	NUM
cet-15003	70	9	-	-	SYM
cet-15003	70	10	20	20	NUM
cet-15003	70	11	bar	bar	NOUN
cet-15003	70	12	,	,	PUNCT
cet-15003	70	13	higher	high	ADJ
cet-15003	70	14	co	co	NOUN
cet-15003	70	15	conversion	conversion	NOUN
cet-15003	70	16	was	be	AUX
cet-15003	70	17	observed	observe	VERB
cet-15003	70	18	at	at	ADP
cet-15003	70	19	temperatures	temperature	NOUN
cet-15003	70	20	that	that	PRON
cet-15003	70	21	exceed	exceed	VERB
cet-15003	70	22	250	250	NUM
cet-15003	70	23	°	°	NOUN
cet-15003	70	24	c	c	NOUN
cet-15003	70	25	,	,	PUNCT
cet-15003	70	26	as	as	SCONJ
cet-15003	70	27	depicted	depict	VERB
cet-15003	70	28	in	in	ADP
cet-15003	70	29	figure	figure	NOUN
cet-15003	70	30	2	2	NUM
cet-15003	70	31	.	.	PUNCT
cet-15003	71	1	these	these	DET
cet-15003	71	2	plots	plot	NOUN
cet-15003	71	3	collectively	collectively	ADV
cet-15003	71	4	underscore	underscore	VERB
cet-15003	71	5	the	the	DET
cet-15003	71	6	dominance	dominance	NOUN
cet-15003	71	7	of	of	ADP
cet-15003	71	8	catalyst	catalyst	NOUN
cet-15003	71	9	characterization	characterization	NOUN
cet-15003	71	10	parameters	parameter	NOUN
cet-15003	71	11	;	;	PUNCT
cet-15003	71	12	particularly	particularly	ADV
cet-15003	71	13	support	support	NOUN
cet-15003	71	14	acidity	acidity	NOUN
cet-15003	71	15	and	and	CCONJ
cet-15003	71	16	specific	specific	ADJ
cet-15003	71	17	surface	surface	NOUN
cet-15003	71	18	area	area	NOUN
cet-15003	71	19	,	,	PUNCT
cet-15003	71	20	in	in	ADP
cet-15003	71	21	determining	determine	VERB
cet-15003	71	22	the	the	DET
cet-15003	71	23	selectivity	selectivity	NOUN
cet-15003	71	24	towards	towards	ADP
cet-15003	71	25	c8	c8	PROPN
cet-15003	71	26	-	-	PUNCT
cet-15003	71	27	c16	c16	PROPN
cet-15003	71	28	hydrocarbons	hydrocarbon	NOUN
cet-15003	71	29	.	.	PUNCT
cet-15003	72	1	these	these	DET
cet-15003	72	2	findings	finding	NOUN
cet-15003	72	3	highlight	highlight	VERB
cet-15003	72	4	the	the	DET
cet-15003	72	5	necessity	necessity	NOUN
cet-15003	72	6	of	of	ADP
cet-15003	72	7	tailoring	tailor	VERB
cet-15003	72	8	catalyst	catalyst	NOUN
cet-15003	72	9	properties	property	NOUN
cet-15003	72	10	to	to	PART
cet-15003	72	11	achieve	achieve	VERB
cet-15003	72	12	the	the	DET
cet-15003	72	13	desired	desire	VERB
cet-15003	72	14	product	product	NOUN
cet-15003	72	15	distribution	distribution	NOUN
cet-15003	72	16	in	in	ADP
cet-15003	72	17	the	the	DET
cet-15003	72	18	fts	fts	PROPN
cet-15003	72	19	process	process	NOUN
cet-15003	72	20	.	.	PUNCT
cet-15003	73	1	specifically	specifically	ADV
cet-15003	73	2	,	,	PUNCT
cet-15003	73	3	the	the	DET
cet-15003	73	4	utilization	utilization	NOUN
cet-15003	73	5	of	of	ADP
cet-15003	73	6	zeolite	zeolite	NOUN
cet-15003	73	7	supports	support	NOUN
cet-15003	73	8	with	with	ADP
cet-15003	73	9	engineered	engineer	VERB
cet-15003	73	10	textural	textural	ADJ
cet-15003	73	11	properties	property	NOUN
cet-15003	73	12	and	and	CCONJ
cet-15003	73	13	surface	surface	NOUN
cet-15003	73	14	chemistry	chemistry	NOUN
cet-15003	73	15	is	be	AUX
cet-15003	73	16	crucial	crucial	ADJ
cet-15003	73	17	for	for	ADP
cet-15003	73	18	designing	design	VERB
cet-15003	73	19	catalysts	catalyst	NOUN
cet-15003	73	20	with	with	ADP
cet-15003	73	21	moderate	moderate	ADJ
cet-15003	73	22	acidity	acidity	NOUN
cet-15003	73	23	and	and	CCONJ
cet-15003	73	24	optimum	optimum	ADJ
cet-15003	73	25	surface	surface	NOUN
cet-15003	73	26	area	area	NOUN
cet-15003	73	27	.	.	PUNCT
cet-15003	74	1	by	by	ADP
cet-15003	74	2	carefully	carefully	ADV
cet-15003	74	3	controlling	control	VERB
cet-15003	74	4	these	these	DET
cet-15003	74	5	support	support	NOUN
cet-15003	74	6	characteristics	characteristic	NOUN
cet-15003	74	7	,	,	PUNCT
cet-15003	74	8	it	it	PRON
cet-15003	74	9	becomes	become	VERB
cet-15003	74	10	feasible	feasible	ADJ
cet-15003	74	11	to	to	PART
cet-15003	74	12	finely	finely	ADV
cet-15003	74	13	adjust	adjust	VERB
cet-15003	74	14	the	the	DET
cet-15003	74	15	catalyst	catalyst	NOUN
cet-15003	74	16	's	's	PART
cet-15003	74	17	selectivity	selectivity	NOUN
cet-15003	74	18	towards	towards	ADP
cet-15003	74	19	the	the	DET
cet-15003	74	20	desired	desire	VERB
cet-15003	74	21	c8	c8	PROPN
cet-15003	74	22	-	-	PUNCT
cet-15003	74	23	c16	c16	PROPN
cet-15003	74	24	hydrocarbon	hydrocarbon	NOUN
cet-15003	74	25	range	range	NOUN
cet-15003	74	26	.	.	PUNCT
cet-15003	75	1	4	4	X
cet-15003	75	2	.	.	X
cet-15003	75	3	conclusions	conclusion	NOUN
cet-15003	75	4	this	this	DET
cet-15003	75	5	study	study	NOUN
cet-15003	75	6	developed	develop	VERB
cet-15003	75	7	a	a	DET
cet-15003	75	8	machine	machine	NOUN
cet-15003	75	9	learning	learning	NOUN
cet-15003	75	10	(	(	PUNCT
cet-15003	75	11	ml	ml	NOUN
cet-15003	75	12	)	)	PUNCT
cet-15003	75	13	framework	framework	NOUN
cet-15003	75	14	utilizing	utilize	VERB
cet-15003	75	15	a	a	DET
cet-15003	75	16	random	random	ADJ
cet-15003	75	17	forest	forest	NOUN
cet-15003	75	18	(	(	PUNCT
cet-15003	75	19	rf	rf	NOUN
cet-15003	75	20	)	)	PUNCT
cet-15003	75	21	model	model	NOUN
cet-15003	75	22	to	to	PART
cet-15003	75	23	predict	predict	VERB
cet-15003	75	24	the	the	DET
cet-15003	75	25	performance	performance	NOUN
cet-15003	75	26	of	of	ADP
cet-15003	75	27	fe	fe	X
cet-15003	75	28	/	/	SYM
cet-15003	75	29	co	co	NOUN
cet-15003	75	30	catalysts	catalyst	NOUN
cet-15003	75	31	in	in	ADP
cet-15003	75	32	producing	produce	VERB
cet-15003	75	33	jet	jet	NOUN
cet-15003	75	34	fuels	fuel	NOUN
cet-15003	75	35	(	(	PUNCT
cet-15003	75	36	c8	c8	PROPN
cet-15003	75	37	-	-	PUNCT
cet-15003	75	38	c16	c16	PROPN
cet-15003	75	39	)	)	PUNCT
cet-15003	75	40	through	through	ADP
cet-15003	75	41	the	the	DET
cet-15003	75	42	fischer	fischer	PROPN
cet-15003	75	43	-	-	PUNCT
cet-15003	75	44	tropsch	tropsch	VERB
cet-15003	75	45	synthesis	synthesis	NOUN
cet-15003	75	46	(	(	PUNCT
cet-15003	75	47	fts	fts	PROPN
cet-15003	75	48	)	)	PUNCT
cet-15003	75	49	process	process	NOUN
cet-15003	75	50	.	.	PUNCT
cet-15003	76	1	the	the	DET
cet-15003	76	2	rf	rf	NOUN
cet-15003	76	3	model	model	NOUN
cet-15003	76	4	demonstrated	demonstrate	VERB
cet-15003	76	5	high	high	ADJ
cet-15003	76	6	prediction	prediction	NOUN
cet-15003	76	7	accuracy	accuracy	NOUN
cet-15003	76	8	for	for	ADP
cet-15003	76	9	co	co	NOUN
cet-15003	76	10	conversion	conversion	NOUN
cet-15003	76	11	(	(	PUNCT
cet-15003	76	12	r2	r2	NOUN
cet-15003	76	13	of	of	ADP
cet-15003	76	14	0.92	0.92	NUM
cet-15003	76	15	train	train	NOUN
cet-15003	76	16	,	,	PUNCT
cet-15003	76	17	0.72	0.72	NUM
cet-15003	76	18	test	test	NOUN
cet-15003	76	19	)	)	PUNCT
cet-15003	76	20	and	and	CCONJ
cet-15003	76	21	c8	c8	PROPN
cet-15003	76	22	-	-	PUNCT
cet-15003	76	23	c16	c16	PROPN
cet-15003	76	24	selectivity	selectivity	NOUN
cet-15003	76	25	(	(	PUNCT
cet-15003	76	26	r2	r2	NOUN
cet-15003	76	27	of	of	ADP
cet-15003	76	28	0.90	0.90	NUM
cet-15003	76	29	train	train	NOUN
cet-15003	76	30	,	,	PUNCT
cet-15003	76	31	0.70	0.70	NUM
cet-15003	76	32	test	test	NOUN
cet-15003	76	33	)	)	PUNCT
cet-15003	76	34	.	.	PUNCT
cet-15003	77	1	partial	partial	ADJ
cet-15003	77	2	dependence	dependence	NOUN
cet-15003	77	3	plots	plot	NOUN
cet-15003	77	4	revealed	reveal	VERB
cet-15003	77	5	coupling	couple	VERB
cet-15003	77	6	effects	effect	NOUN
cet-15003	77	7	between	between	ADP
cet-15003	77	8	catalyst	catalyst	NOUN
cet-15003	77	9	textural	textural	ADJ
cet-15003	77	10	properties	property	NOUN
cet-15003	77	11	,	,	PUNCT
cet-15003	77	12	synthesis	synthesis	NOUN
cet-15003	77	13	conditions	condition	NOUN
cet-15003	77	14	,	,	PUNCT
cet-15003	77	15	and	and	CCONJ
cet-15003	77	16	fts	fts	PROPN
cet-15003	77	17	reaction	reaction	NOUN
cet-15003	77	18	conditions	condition	NOUN
cet-15003	77	19	on	on	ADP
cet-15003	77	20	the	the	DET
cet-15003	77	21	efficiency	efficiency	NOUN
cet-15003	77	22	of	of	ADP
cet-15003	77	23	the	the	DET
cet-15003	77	24	process	process	NOUN
cet-15003	77	25	.	.	PUNCT
cet-15003	78	1	this	this	DET
cet-15003	78	2	framework	framework	NOUN
cet-15003	78	3	offers	offer	VERB
cet-15003	78	4	insights	insight	NOUN
cet-15003	78	5	for	for	ADP
cet-15003	78	6	designing	design	VERB
cet-15003	78	7	improved	improve	VERB
cet-15003	78	8	fts	fts	PROPN
cet-15003	78	9	catalysts	catalyst	NOUN
cet-15003	78	10	for	for	ADP
cet-15003	78	11	selective	selective	ADJ
cet-15003	78	12	jet	jet	NOUN
cet-15003	78	13	fuel	fuel	NOUN
cet-15003	78	14	production	production	NOUN
cet-15003	78	15	and	and	CCONJ
cet-15003	78	16	holds	hold	VERB
cet-15003	78	17	potential	potential	NOUN
cet-15003	78	18	for	for	ADP
cet-15003	78	19	expansion	expansion	NOUN
cet-15003	78	20	by	by	ADP
cet-15003	78	21	incorporating	incorporate	VERB
cet-15003	78	22	additional	additional	ADJ
cet-15003	78	23	catalyst	catalyst	NOUN
cet-15003	78	24	descriptors	descriptor	NOUN
cet-15003	78	25	.	.	PUNCT
cet-15003	79	1	moving	move	VERB
cet-15003	79	2	forward	forward	ADV
cet-15003	79	3	,	,	PUNCT
cet-15003	79	4	the	the	DET
cet-15003	79	5	dataset	dataset	NOUN
cet-15003	79	6	will	will	AUX
cet-15003	79	7	be	be	AUX
cet-15003	79	8	refined	refine	VERB
cet-15003	79	9	to	to	PART
cet-15003	79	10	include	include	VERB
cet-15003	79	11	further	further	ADJ
cet-15003	79	12	data	datum	NOUN
cet-15003	79	13	points	point	NOUN
cet-15003	79	14	,	,	PUNCT
cet-15003	79	15	and	and	CCONJ
cet-15003	79	16	to	to	PART
cet-15003	79	17	incorporate	incorporate	VERB
cet-15003	79	18	additional	additional	ADJ
cet-15003	79	19	descriptors	descriptor	NOUN
cet-15003	79	20	such	such	ADJ
cet-15003	79	21	as	as	ADP
cet-15003	79	22	specific	specific	ADJ
cet-15003	79	23	metal	metal	NOUN
cet-15003	79	24	-	-	PUNCT
cet-15003	79	25	support	support	NOUN
cet-15003	79	26	interactions	interaction	NOUN
cet-15003	79	27	or	or	CCONJ
cet-15003	79	28	surface	surface	NOUN
cet-15003	79	29	chemistry	chemistry	NOUN
cet-15003	79	30	characteristics	characteristic	NOUN
cet-15003	79	31	,	,	PUNCT
cet-15003	79	32	to	to	PART
cet-15003	79	33	improve	improve	VERB
cet-15003	79	34	the	the	DET
cet-15003	79	35	model	model	NOUN
cet-15003	79	36	predictive	predictive	ADJ
cet-15003	79	37	capabilities	capability	NOUN
cet-15003	79	38	.	.	PUNCT
cet-15003	80	1	additionally	additionally	ADV
cet-15003	80	2	,	,	PUNCT
cet-15003	80	3	exploring	explore	VERB
cet-15003	80	4	advanced	advanced	ADJ
cet-15003	80	5	ml	ml	NOUN
cet-15003	80	6	techniques	technique	NOUN
cet-15003	80	7	,	,	PUNCT
cet-15003	80	8	such	such	ADJ
cet-15003	80	9	as	as	ADP
cet-15003	80	10	deep	deep	ADJ
cet-15003	80	11	learning	learning	NOUN
cet-15003	80	12	algorithms	algorithm	NOUN
cet-15003	80	13	may	may	AUX
cet-15003	80	14	offer	offer	VERB
cet-15003	80	15	opportunities	opportunity	NOUN
cet-15003	80	16	to	to	PART
cet-15003	80	17	capture	capture	VERB
cet-15003	80	18	more	more	ADJ
cet-15003	80	19	complex	complex	ADJ
cet-15003	80	20	relationships	relationship	NOUN
cet-15003	80	21	within	within	ADP
cet-15003	80	22	the	the	DET
cet-15003	80	23	data	datum	NOUN
cet-15003	80	24	and	and	CCONJ
cet-15003	80	25	to	to	PART
cet-15003	80	26	improve	improve	VERB
cet-15003	80	27	the	the	DET
cet-15003	80	28	accuracy	accuracy	NOUN
cet-15003	80	29	of	of	ADP
cet-15003	80	30	predictions	prediction	NOUN
cet-15003	80	31	.	.	PUNCT
cet-15003	81	1	furthermore	furthermore	ADV
cet-15003	81	2	,	,	PUNCT
cet-15003	81	3	integrating	integrate	VERB
cet-15003	81	4	kinetic	kinetic	ADJ
cet-15003	81	5	modeling	modeling	NOUN
cet-15003	81	6	approaches	approach	NOUN
cet-15003	81	7	with	with	ADP
cet-15003	81	8	ml	ml	NOUN
cet-15003	81	9	models	model	NOUN
cet-15003	81	10	could	could	AUX
cet-15003	81	11	provide	provide	VERB
cet-15003	81	12	a	a	DET
cet-15003	81	13	deeper	deep	ADJ
cet-15003	81	14	understanding	understanding	NOUN
cet-15003	81	15	of	of	ADP
cet-15003	81	16	the	the	DET
cet-15003	81	17	reaction	reaction	NOUN
cet-15003	81	18	mechanisms	mechanism	NOUN
cet-15003	81	19	and	and	CCONJ
cet-15003	81	20	support	support	VERB
cet-15003	81	21	the	the	DET
cet-15003	81	22	production	production	NOUN
cet-15003	81	23	of	of	ADP
cet-15003	81	24	more	more	ADV
cet-15003	81	25	robust	robust	ADJ
cet-15003	81	26	results	result	NOUN
cet-15003	81	27	.	.	PUNCT
cet-15003	82	1	lastly	lastly	ADV
cet-15003	82	2	,	,	PUNCT
cet-15003	82	3	conducting	conduct	VERB
cet-15003	82	4	experimental	experimental	ADJ
cet-15003	82	5	studies	study	NOUN
cet-15003	82	6	to	to	PART
cet-15003	82	7	validate	validate	VERB
cet-15003	82	8	the	the	DET
cet-15003	82	9	predictions	prediction	NOUN
cet-15003	82	10	of	of	ADP
cet-15003	82	11	the	the	DET
cet-15003	82	12	ml	ml	X
cet-15003	82	13	framework	framework	NOUN
cet-15003	82	14	under	under	ADP
cet-15003	82	15	real	real	ADJ
cet-15003	82	16	-	-	PUNCT
cet-15003	82	17	world	world	NOUN
cet-15003	82	18	fts	fts	PROPN
cet-15003	82	19	conditions	condition	NOUN
cet-15003	82	20	is	be	AUX
cet-15003	82	21	crucial	crucial	ADJ
cet-15003	82	22	for	for	ADP
cet-15003	82	23	its	its	PRON
cet-15003	82	24	practical	practical	ADJ
cet-15003	82	25	application	application	NOUN
cet-15003	82	26	in	in	ADP
cet-15003	82	27	catalyst	catalyst	NOUN
cet-15003	82	28	design	design	NOUN
cet-15003	82	29	and	and	CCONJ
cet-15003	82	30	process	process	NOUN
cet-15003	82	31	optimization	optimization	NOUN
cet-15003	82	32	.	.	PUNCT
cet-15003	83	1	references	reference	NOUN
cet-15003	83	2	alayat	alayat	PROPN
cet-15003	83	3	,	,	PUNCT
cet-15003	83	4	a.	a.	PROPN
cet-15003	83	5	,	,	PUNCT
cet-15003	83	6	echeverria	echeverria	PROPN
cet-15003	83	7	,	,	PUNCT
cet-15003	83	8	e.	e.	PROPN
cet-15003	83	9	,	,	PUNCT
cet-15003	83	10	sotoudehniakarani	sotoudehniakarani	PROPN
cet-15003	83	11	,	,	PUNCT
cet-15003	83	12	f.	f.	PROPN
cet-15003	83	13	,	,	PUNCT
cet-15003	83	14	mcilroy	mcilroy	PROPN
cet-15003	83	15	,	,	PUNCT
cet-15003	83	16	d.n	d.n	PROPN
cet-15003	83	17	.	.	PROPN
cet-15003	83	18	,	,	PUNCT
cet-15003	83	19	mcdonald	mcdonald	PROPN
cet-15003	83	20	,	,	PUNCT
cet-15003	83	21	a.g	a.g	PROPN
cet-15003	83	22	.	.	PROPN
cet-15003	83	23	,	,	PUNCT
cet-15003	83	24	2019	2019	NUM
cet-15003	83	25	,	,	PUNCT
cet-15003	83	26	alumina	alumina	VERB
cet-15003	83	27	coated	coat	VERB
cet-15003	83	28	silica	silica	NOUN
cet-15003	83	29	nanosprings	nanospring	NOUN
cet-15003	83	30	(	(	PUNCT
cet-15003	83	31	ns	ns	NUM
cet-15003	83	32	)	)	PUNCT
cet-15003	83	33	support	support	NOUN
cet-15003	83	34	based	base	VERB
cet-15003	83	35	cobalt	cobalt	NOUN
cet-15003	83	36	catalysts	catalyst	NOUN
cet-15003	83	37	for	for	ADP
cet-15003	83	38	liquid	liquid	ADJ
cet-15003	83	39	hydrocarbon	hydrocarbon	NOUN
cet-15003	83	40	fuel	fuel	NOUN
cet-15003	83	41	production	production	NOUN
cet-15003	83	42	from	from	ADP
cet-15003	83	43	syngas	syngas	NOUN
cet-15003	83	44	.	.	PUNCT
cet-15003	84	1	materials	material	NOUN
cet-15003	84	2	,	,	PUNCT
cet-15003	84	3	12	12	NUM
cet-15003	84	4	,	,	PUNCT
cet-15003	84	5	1810	1810	NUM
cet-15003	84	6	.	.	PUNCT
cet-15003	85	1	dorneanu	dorneanu	PROPN
cet-15003	85	2	,	,	PUNCT
cet-15003	85	3	b.	b.	PROPN
cet-15003	85	4	,	,	PUNCT
cet-15003	85	5	zhang	zhang	PROPN
cet-15003	85	6	,	,	PUNCT
cet-15003	85	7	s.	s.	PROPN
cet-15003	85	8	,	,	PUNCT
cet-15003	85	9	ruan	ruan	PROPN
cet-15003	85	10	,	,	PUNCT
cet-15003	85	11	h.	h.	PROPN
cet-15003	85	12	,	,	PUNCT
cet-15003	85	13	heshmat	heshmat	PROPN
cet-15003	85	14	,	,	PUNCT
cet-15003	85	15	m.	m.	NOUN
cet-15003	85	16	,	,	PUNCT
cet-15003	85	17	chen	chen	PROPN
cet-15003	85	18	,	,	PUNCT
cet-15003	85	19	r.	r.	PROPN
cet-15003	85	20	,	,	PUNCT
cet-15003	85	21	vassiliadis	vassiliadi	NOUN
cet-15003	85	22	,	,	PUNCT
cet-15003	85	23	v.s.	v.s.	X
cet-15003	85	24	,	,	PUNCT
cet-15003	85	25	arellano	arellano	PROPN
cet-15003	85	26	-	-	PUNCT
cet-15003	85	27	garcia	garcia	PROPN
cet-15003	85	28	,	,	PUNCT
cet-15003	85	29	h.	h.	PROPN
cet-15003	85	30	,	,	PUNCT
cet-15003	85	31	2022	2022	NUM
cet-15003	85	32	,	,	PUNCT
cet-15003	85	33	big	big	ADJ
cet-15003	85	34	data	datum	NOUN
cet-15003	85	35	and	and	CCONJ
cet-15003	85	36	machine	machine	NOUN
cet-15003	85	37	learning	learning	NOUN
cet-15003	85	38	:	:	PUNCT
cet-15003	85	39	a	a	DET
cet-15003	85	40	roadmap	roadmap	NOUN
cet-15003	85	41	towards	towards	ADP
cet-15003	85	42	smart	smart	ADJ
cet-15003	85	43	plants	plant	NOUN
cet-15003	85	44	.	.	PUNCT
cet-15003	86	1	frontiers	frontier	NOUN
cet-15003	86	2	of	of	ADP
cet-15003	86	3	engineering	engineering	NOUN
cet-15003	86	4	management	management	NOUN
cet-15003	86	5	,	,	PUNCT
cet-15003	86	6	9	9	NUM
cet-15003	86	7	,	,	PUNCT
cet-15003	86	8	623	623	NUM
cet-15003	86	9	-	-	SYM
cet-15003	86	10	639	639	NUM
cet-15003	86	11	.	.	PUNCT
cet-15003	87	1	grainca	grainca	PROPN
cet-15003	87	2	,	,	PUNCT
cet-15003	87	3	a.	a.	PROPN
cet-15003	87	4	,	,	PUNCT
cet-15003	87	5	tommasi	tommasi	NOUN
cet-15003	87	6	,	,	PUNCT
cet-15003	87	7	m.	m.	NOUN
cet-15003	87	8	,	,	PUNCT
cet-15003	87	9	di	di	PROPN
cet-15003	87	10	michele	michele	PROPN
cet-15003	87	11	,	,	PUNCT
cet-15003	87	12	a.	a.	PROPN
cet-15003	87	13	,	,	PUNCT
cet-15003	87	14	zanella	zanella	PROPN
cet-15003	87	15	,	,	PUNCT
cet-15003	87	16	e.	e.	PROPN
cet-15003	87	17	,	,	PUNCT
cet-15003	87	18	tonsi	tonsi	PROPN
cet-15003	87	19	,	,	PUNCT
cet-15003	87	20	g.	g.	PROPN
cet-15003	87	21	,	,	PUNCT
cet-15003	87	22	nocchetti	nocchetti	PROPN
cet-15003	87	23	,	,	PUNCT
cet-15003	87	24	m.	m.	NOUN
cet-15003	87	25	,	,	PUNCT
cet-15003	87	26	pirola	pirola	PROPN
cet-15003	87	27	,	,	PUNCT
cet-15003	87	28	c.	c.	PROPN
cet-15003	87	29	,	,	PUNCT
cet-15003	87	30	2023	2023	NUM
cet-15003	87	31	,	,	PUNCT
cet-15003	87	32	study	study	NOUN
cet-15003	87	33	of	of	ADP
cet-15003	87	34	different	different	ADJ
cet-15003	87	35	h2	h2	NOUN
cet-15003	87	36	/	/	SYM
cet-15003	87	37	co2	co2	NOUN
cet-15003	87	38	ratios	ratio	NOUN
cet-15003	87	39	as	as	ADP
cet-15003	87	40	feed	feed	NOUN
cet-15003	87	41	in	in	ADP
cet-15003	87	42	fischer	fischer	PROPN
cet-15003	87	43	-	-	PUNCT
cet-15003	87	44	tropsch	tropsch	VERB
cet-15003	87	45	reactor	reactor	NOUN
cet-15003	87	46	with	with	ADP
cet-15003	87	47	iron	iron	NOUN
cet-15003	87	48	-	-	PUNCT
cet-15003	87	49	based	base	VERB
cet-15003	87	50	nano	nano	NOUN
cet-15003	87	51	-	-	PUNCT
cet-15003	87	52	hydrotalcite	hydrotalcite	NOUN
cet-15003	87	53	catalysts	catalyst	NOUN
cet-15003	87	54	.	.	PUNCT
cet-15003	88	1	chemical	chemical	ADJ
cet-15003	88	2	engineering	engineering	NOUN
cet-15003	88	3	transactions	transaction	NOUN
cet-15003	88	4	,	,	PUNCT
cet-15003	88	5	105	105	NUM
cet-15003	88	6	,	,	PUNCT
cet-15003	88	7	223	223	NUM
cet-15003	88	8	-	-	SYM
cet-15003	88	9	228	228	NUM
cet-15003	88	10	.	.	PUNCT
cet-15003	89	1	kriventceva	kriventceva	PROPN
cet-15003	89	2	,	,	PUNCT
cet-15003	89	3	e.v	e.v	PROPN
cet-15003	89	4	.	.	PROPN
cet-15003	89	5	,	,	PUNCT
cet-15003	89	6	gryaznov	gryaznov	PROPN
cet-15003	89	7	,	,	PUNCT
cet-15003	89	8	k.o	k.o	PROPN
cet-15003	89	9	.	.	PROPN
cet-15003	89	10	,	,	PUNCT
cet-15003	89	11	khatkova	khatkova	PROPN
cet-15003	89	12	,	,	PUNCT
cet-15003	89	13	k.y	k.y	PROPN
cet-15003	89	14	.	.	PROPN
cet-15003	89	15	,	,	PUNCT
cet-15003	89	16	sineva	sineva	PROPN
cet-15003	89	17	,	,	PUNCT
cet-15003	89	18	l.v	l.v	PROPN
cet-15003	89	19	.	.	PROPN
cet-15003	89	20	,	,	PUNCT
cet-15003	89	21	mordkovich	mordkovich	PROPN
cet-15003	89	22	,	,	PUNCT
cet-15003	89	23	v.z	v.z	PROPN
cet-15003	89	24	.	.	PROPN
cet-15003	89	25	,	,	PUNCT
cet-15003	89	26	2013	2013	NUM
cet-15003	89	27	,	,	PUNCT
cet-15003	89	28	the	the	DET
cet-15003	89	29	influence	influence	NOUN
cet-15003	89	30	of	of	ADP
cet-15003	89	31	zeolite	zeolite	NOUN
cet-15003	89	32	type	type	NOUN
cet-15003	89	33	in	in	ADP
cet-15003	89	34	composite	composite	ADJ
cet-15003	89	35	cobalt	cobalt	NOUN
cet-15003	89	36	catalyst	catalyst	NOUN
cet-15003	89	37	on	on	ADP
cet-15003	89	38	the	the	DET
cet-15003	89	39	fischer	fischer	NOUN
cet-15003	89	40	–	–	PUNCT
cet-15003	89	41	tropsch	tropsch	VERB
cet-15003	89	42	synthesis	synthesis	NOUN
cet-15003	89	43	product	product	NOUN
cet-15003	89	44	composition	composition	NOUN
cet-15003	89	45	.	.	PUNCT
cet-15003	90	1	fine	fine	ADJ
cet-15003	90	2	chemical	chemical	NOUN
cet-15003	90	3	technologies	technology	NOUN
cet-15003	90	4	,	,	PUNCT
cet-15003	90	5	8	8	NUM
cet-15003	90	6	,	,	PUNCT
cet-15003	90	7	9	9	NUM
cet-15003	90	8	-	-	SYM
cet-15003	90	9	16	16	NUM
cet-15003	90	10	.	.	PUNCT
cet-15003	91	1	sineva	sineva	PROPN
cet-15003	91	2	,	,	PUNCT
cet-15003	91	3	l.	l.	PROPN
cet-15003	91	4	,	,	PUNCT
cet-15003	91	5	mordkovich	mordkovich	NOUN
cet-15003	91	6	,	,	PUNCT
cet-15003	91	7	v.	v.	PROPN
cet-15003	91	8	,	,	PUNCT
cet-15003	91	9	asalieva	asalieva	PROPN
cet-15003	91	10	,	,	PUNCT
cet-15003	91	11	e.	e.	PROPN
cet-15003	91	12	,	,	PUNCT
cet-15003	91	13	smirnova	smirnova	PROPN
cet-15003	91	14	,	,	PUNCT
cet-15003	91	15	v.	v.	ADV
cet-15003	91	16	,	,	PUNCT
cet-15003	91	17	2023	2023	NUM
cet-15003	91	18	,	,	PUNCT
cet-15003	91	19	zeolite	zeolite	NOUN
cet-15003	91	20	-	-	PUNCT
cet-15003	91	21	containing	contain	VERB
cet-15003	91	22	co	co	NOUN
cet-15003	91	23	catalysts	catalyst	NOUN
cet-15003	91	24	for	for	ADP
cet-15003	91	25	fischer	fischer	NOUN
cet-15003	91	26	–	–	PUNCT
cet-15003	91	27	tropsch	tropsch	PRON
cet-15003	91	28	synthesis	synthesis	NOUN
cet-15003	91	29	with	with	ADP
cet-15003	91	30	tailor	tailor	NOUN
cet-15003	91	31	-	-	PUNCT
cet-15003	91	32	made	make	VERB
cet-15003	91	33	molecular	molecular	ADJ
cet-15003	91	34	-	-	PUNCT
cet-15003	91	35	weight	weight	NOUN
cet-15003	91	36	distribution	distribution	NOUN
cet-15003	91	37	of	of	ADP
cet-15003	91	38	hydrocarbons	hydrocarbon	NOUN
cet-15003	91	39	.	.	PUNCT
cet-15003	92	1	reactions	reaction	NOUN
cet-15003	92	2	,	,	PUNCT
cet-15003	92	3	43	43	NUM
cet-15003	92	4	,	,	PUNCT
cet-15003	92	5	359	359	NUM
cet-15003	92	6	-	-	SYM
cet-15003	92	7	380	380	NUM
cet-15003	92	8	sun	sun	NOUN
cet-15003	92	9	,	,	PUNCT
cet-15003	92	10	b.	b.	PROPN
cet-15003	92	11	,	,	PUNCT
cet-15003	92	12	qiao	qiao	PROPN
cet-15003	92	13	,	,	PUNCT
cet-15003	92	14	m.	m.	NOUN
cet-15003	92	15	,	,	PUNCT
cet-15003	92	16	fan	fan	PROPN
cet-15003	92	17	,	,	PUNCT
cet-15003	92	18	k.	k.	PROPN
cet-15003	92	19	,	,	PUNCT
cet-15003	92	20	ulrich	ulrich	PROPN
cet-15003	92	21	,	,	PUNCT
cet-15003	92	22	j.	j.	PROPN
cet-15003	92	23	,	,	PUNCT
cet-15003	92	24	tao	tao	PROPN
cet-15003	92	25	,	,	PUNCT
cet-15003	92	26	f.	f.	PROPN
cet-15003	92	27	,	,	PUNCT
cet-15003	92	28	2011	2011	NUM
cet-15003	92	29	,	,	PUNCT
cet-15003	92	30	fischer	fischer	PROPN
cet-15003	92	31	–	–	PUNCT
cet-15003	92	32	tropsch	tropsch	VERB
cet-15003	92	33	synthesis	synthesis	NOUN
cet-15003	92	34	over	over	ADP
cet-15003	92	35	molecular	molecular	ADJ
cet-15003	92	36	sieve	sieve	NOUN
cet-15003	92	37	supported	support	VERB
cet-15003	92	38	catalysts	catalyst	NOUN
cet-15003	92	39	.	.	PUNCT
cet-15003	93	1	chemcatchem	chemcatchem	PROPN
cet-15003	93	2	,	,	PUNCT
cet-15003	93	3	3	3	NUM
cet-15003	93	4	,	,	PUNCT
cet-15003	93	5	542	542	NUM
cet-15003	93	6	-	-	SYM
cet-15003	93	7	550	550	NUM
cet-15003	93	8	.	.	PUNCT
cet-15003	94	1	teimouri	teimouri	PROPN
cet-15003	94	2	,	,	PUNCT
cet-15003	94	3	z.	z.	PROPN
cet-15003	94	4	,	,	PUNCT
cet-15003	94	5	abatzoglou	abatzoglou	PROPN
cet-15003	94	6	,	,	PUNCT
cet-15003	94	7	n.	n.	NOUN
cet-15003	94	8	,	,	PUNCT
cet-15003	94	9	dalai	dalai	PROPN
cet-15003	94	10	,	,	PUNCT
cet-15003	94	11	a.k	a.k	PROPN
cet-15003	94	12	.	.	PROPN
cet-15003	94	13	,	,	PUNCT
cet-15003	94	14	2021	2021	NUM
cet-15003	94	15	,	,	PUNCT
cet-15003	94	16	kinetics	kinetic	NOUN
cet-15003	94	17	and	and	CCONJ
cet-15003	94	18	selectivity	selectivity	NOUN
cet-15003	94	19	study	study	NOUN
cet-15003	94	20	of	of	ADP
cet-15003	94	21	fischer	fischer	PROPN
cet-15003	94	22	–	–	PUNCT
cet-15003	94	23	tropsch	tropsch	VERB
cet-15003	94	24	synthesis	synthesis	NOUN
cet-15003	94	25	to	to	ADP
cet-15003	94	26	c5	c5	PROPN
cet-15003	94	27	+	+	PROPN
cet-15003	94	28	hydrocarbons	hydrocarbon	NOUN
cet-15003	94	29	:	:	PUNCT
cet-15003	94	30	a	a	DET
cet-15003	94	31	review	review	NOUN
cet-15003	94	32	.	.	PUNCT
cet-15003	95	1	catalysts	catalyst	NOUN
cet-15003	95	2	,	,	PUNCT
cet-15003	95	3	11	11	NUM
cet-15003	95	4	,	,	PUNCT
cet-15003	95	5	330	330	NUM
cet-15003	95	6	.	.	PUNCT
cet-15003	96	1	teimouri	teimouri	PROPN
cet-15003	96	2	,	,	PUNCT
cet-15003	96	3	z.	z.	PROPN
cet-15003	96	4	,	,	PUNCT
cet-15003	96	5	abatzoglou	abatzoglou	PROPN
cet-15003	96	6	,	,	PUNCT
cet-15003	96	7	n.	n.	NOUN
cet-15003	96	8	,	,	PUNCT
cet-15003	96	9	dalai	dalai	PROPN
cet-15003	96	10	,	,	PUNCT
cet-15003	96	11	a.k	a.k	PROPN
cet-15003	96	12	.	.	PROPN
cet-15003	96	13	,	,	PUNCT
cet-15003	96	14	2024	2024	NUM
cet-15003	96	15	,	,	PUNCT
cet-15003	96	16	a	a	DET
cet-15003	96	17	novel	novel	ADJ
cet-15003	96	18	machine	machine	NOUN
cet-15003	96	19	learning	learn	VERB
cet-15003	96	20	framework	framework	NOUN
cet-15003	96	21	for	for	ADP
cet-15003	96	22	designing	design	VERB
cet-15003	96	23	highperformance	highperformance	NOUN
cet-15003	96	24	catalysts	catalyst	NOUN
cet-15003	96	25	for	for	ADP
cet-15003	96	26	production	production	NOUN
cet-15003	96	27	of	of	ADP
cet-15003	96	28	clean	clean	ADJ
cet-15003	96	29	liquid	liquid	ADJ
cet-15003	96	30	fuels	fuel	NOUN
cet-15003	96	31	through	through	ADP
cet-15003	96	32	fischer	fischer	PROPN
cet-15003	96	33	-	-	PUNCT
cet-15003	96	34	tropsch	tropsch	VERB
cet-15003	96	35	synthesis	synthesis	NOUN
cet-15003	96	36	.	.	PUNCT
cet-15003	97	1	energy	energy	NOUN
cet-15003	97	2	,	,	PUNCT
cet-15003	97	3	289	289	NUM
cet-15003	97	4	,	,	PUNCT
cet-15003	97	5	130061	130061	NUM
cet-15003	97	6	.	.	PUNCT
cet-15003	98	1	tomacruz	tomacruz	NOUN
cet-15003	98	2	,	,	PUNCT
cet-15003	98	3	j.g.t	j.g.t	PROPN
cet-15003	98	4	.	.	PROPN
cet-15003	98	5	,	,	PUNCT
cet-15003	98	6	pilario	pilario	PROPN
cet-15003	98	7	,	,	PUNCT
cet-15003	98	8	k.e.s	k.e.s	PROPN
cet-15003	98	9	.	.	PROPN
cet-15003	98	10	,	,	PUNCT
cet-15003	98	11	remolona	remolona	NOUN
cet-15003	98	12	,	,	PUNCT
cet-15003	98	13	m.f.m	m.f.m	NOUN
cet-15003	98	14	.	.	PROPN
cet-15003	98	15	,	,	PUNCT
cet-15003	98	16	padama	padama	PROPN
cet-15003	98	17	,	,	PUNCT
cet-15003	98	18	a.a.b	a.a.b	PROPN
cet-15003	98	19	.	.	PROPN
cet-15003	98	20	,	,	PUNCT
cet-15003	98	21	ocon	ocon	PROPN
cet-15003	98	22	,	,	PUNCT
cet-15003	98	23	j.d	j.d	PROPN
cet-15003	98	24	.	.	PROPN
cet-15003	98	25	,	,	PUNCT
cet-15003	98	26	2022	2022	NUM
cet-15003	98	27	,	,	PUNCT
cet-15003	98	28	a	a	DET
cet-15003	98	29	machine	machine	NOUN
cet-15003	98	30	-	-	PUNCT
cet-15003	98	31	learning	learning	NOUN
cet-15003	98	32	accelerated	accelerate	VERB
cet-15003	98	33	density	density	NOUN
cet-15003	98	34	functional	functional	ADJ
cet-15003	98	35	theory	theory	NOUN
cet-15003	98	36	(	(	PUNCT
cet-15003	98	37	ml	ml	NOUN
cet-15003	98	38	-	-	PUNCT
cet-15003	98	39	dft	dft	NOUN
cet-15003	98	40	)	)	PUNCT
cet-15003	98	41	approach	approach	NOUN
cet-15003	98	42	for	for	ADP
cet-15003	98	43	predicting	predict	VERB
cet-15003	98	44	atomic	atomic	ADJ
cet-15003	98	45	adsorption	adsorption	NOUN
cet-15003	98	46	energies	energy	NOUN
cet-15003	98	47	on	on	ADP
cet-15003	98	48	monometallic	monometallic	ADJ
cet-15003	98	49	transition	transition	NOUN
cet-15003	98	50	metal	metal	NOUN
cet-15003	98	51	surfaces	surface	NOUN
cet-15003	98	52	for	for	ADP
cet-15003	98	53	electrocatalyst	electrocatalyst	NOUN
cet-15003	98	54	screening	screening	NOUN
cet-15003	98	55	.	.	PUNCT
cet-15003	99	1	chemical	chemical	NOUN
cet-15003	99	2	engineering	engineering	NOUN
cet-15003	99	3	transactions	transaction	NOUN
cet-15003	99	4	,	,	PUNCT
cet-15003	99	5	94	94	NUM
cet-15003	99	6	,	,	PUNCT
cet-15003	99	7	733	733	NUM
cet-15003	99	8	-	-	SYM
cet-15003	99	9	738	738	NUM
cet-15003	99	10	.	.	PUNCT
cet-15003	100	1	588	588	NUM