id	sid	tid	token	lemma	pos
v979v122b96	1	1	the	the	DET
v979v122b96	1	2	catalytic	catalytic	ADJ
v979v122b96	1	3	hydrogel	hydrogel	NOUN
v979v122b96	1	4	membrane	membrane	NOUN
v979v122b96	1	5	reactor	reactor	NOUN
v979v122b96	1	6	(	(	PUNCT
v979v122b96	1	7	chmr	chmr	NOUN
v979v122b96	1	8	)	)	PUNCT
v979v122b96	1	9	is	be	AUX
v979v122b96	1	10	a	a	DET
v979v122b96	1	11	promising	promising	ADJ
v979v122b96	1	12	reactor	reactor	NOUN
v979v122b96	1	13	design	design	NOUN
v979v122b96	1	14	for	for	ADP
v979v122b96	1	15	contaminants	contaminant	NOUN
v979v122b96	1	16	in	in	ADP
v979v122b96	1	17	water	water	NOUN
v979v122b96	1	18	using	use	VERB
v979v122b96	1	19	heterogeneous	heterogeneous	ADJ
v979v122b96	1	20	hydrogenation	hydrogenation	NOUN
v979v122b96	1	21	catalysis	catalysis	NOUN
v979v122b96	1	22	.	.	PUNCT
v979v122b96	2	1	it	it	PRON
v979v122b96	2	2	allows	allow	VERB
v979v122b96	2	3	for	for	ADP
v979v122b96	2	4	control	control	NOUN
v979v122b96	2	5	of	of	ADP
v979v122b96	2	6	reaction	reaction	NOUN
v979v122b96	2	7	conditions	condition	NOUN
v979v122b96	2	8	and	and	CCONJ
v979v122b96	2	9	byproduct	byproduct	NOUN
v979v122b96	2	10	selectivity	selectivity	NOUN
v979v122b96	2	11	.	.	PUNCT
v979v122b96	3	1	the	the	DET
v979v122b96	3	2	chmr	chmr	NOUN
v979v122b96	3	3	has	have	AUX
v979v122b96	3	4	previously	previously	ADV
v979v122b96	3	5	been	be	AUX
v979v122b96	3	6	investigated	investigate	VERB
v979v122b96	3	7	using	use	VERB
v979v122b96	3	8	palladium	palladium	NOUN
v979v122b96	3	9	(	(	PUNCT
v979v122b96	3	10	pd	pd	PROPN
v979v122b96	3	11	)	)	PUNCT
v979v122b96	3	12	catalysts	catalyst	NOUN
v979v122b96	3	13	for	for	ADP
v979v122b96	3	14	treating	treat	VERB
v979v122b96	3	15	nitrite	nitrite	PROPN
v979v122b96	3	16	.	.	PUNCT
v979v122b96	4	1	the	the	DET
v979v122b96	4	2	primary	primary	ADJ
v979v122b96	4	3	goal	goal	NOUN
v979v122b96	4	4	of	of	ADP
v979v122b96	4	5	this	this	DET
v979v122b96	4	6	thesis	thesis	NOUN
v979v122b96	4	7	was	be	AUX
v979v122b96	4	8	to	to	PART
v979v122b96	4	9	expand	expand	VERB
v979v122b96	4	10	the	the	DET
v979v122b96	4	11	chmr	chmr	NOUN
v979v122b96	4	12	technology	technology	NOUN
v979v122b96	4	13	to	to	PART
v979v122b96	4	14	successfully	successfully	ADV
v979v122b96	4	15	treat	treat	VERB
v979v122b96	4	16	nitrate	nitrate	NOUN
v979v122b96	4	17	(	(	PUNCT
v979v122b96	4	18	no3-	no3-	PROPN
v979v122b96	4	19	)	)	PUNCT
v979v122b96	4	20	in	in	ADP
v979v122b96	4	21	water	water	NOUN
v979v122b96	4	22	by	by	ADP
v979v122b96	4	23	using	use	VERB
v979v122b96	4	24	bimetallic	bimetallic	ADJ
v979v122b96	4	25	catalysts	catalyst	NOUN
v979v122b96	4	26	.	.	PUNCT
v979v122b96	5	1	the	the	DET
v979v122b96	5	2	research	research	NOUN
v979v122b96	5	3	objectives	objective	NOUN
v979v122b96	5	4	were	be	AUX
v979v122b96	5	5	to	to	AUX
v979v122b96	5	6	(	(	PUNCT
v979v122b96	5	7	1	1	X
v979v122b96	5	8	)	)	PUNCT
v979v122b96	5	9	develop	develop	VERB
v979v122b96	5	10	and	and	CCONJ
v979v122b96	5	11	calibrate	calibrate	VERB
v979v122b96	5	12	a	a	DET
v979v122b96	5	13	computational	computational	ADJ
v979v122b96	5	14	model	model	NOUN
v979v122b96	5	15	of	of	ADP
v979v122b96	5	16	the	the	DET
v979v122b96	5	17	chmr	chmr	NOUN
v979v122b96	5	18	to	to	PART
v979v122b96	5	19	predict	predict	VERB
v979v122b96	5	20	the	the	DET
v979v122b96	5	21	effects	effect	NOUN
v979v122b96	5	22	of	of	ADP
v979v122b96	5	23	reactor	reactor	NOUN
v979v122b96	5	24	conditions	condition	NOUN
v979v122b96	5	25	on	on	ADP
v979v122b96	5	26	catalytic	catalytic	ADJ
v979v122b96	5	27	activity	activity	NOUN
v979v122b96	5	28	,	,	PUNCT
v979v122b96	5	29	(	(	PUNCT
v979v122b96	5	30	2	2	X
v979v122b96	5	31	)	)	PUNCT
v979v122b96	5	32	develop	develop	VERB
v979v122b96	5	33	an	an	DET
v979v122b96	5	34	ex	ex	ADJ
v979v122b96	5	35	-	-	ADJ
v979v122b96	5	36	situ	situ	ADJ
v979v122b96	5	37	method	method	NOUN
v979v122b96	5	38	to	to	PART
v979v122b96	5	39	incorporate	incorporate	VERB
v979v122b96	5	40	nanoparticles	nanoparticle	NOUN
v979v122b96	5	41	into	into	ADP
v979v122b96	5	42	the	the	DET
v979v122b96	5	43	hydrogel	hydrogel	NOUN
v979v122b96	5	44	without	without	ADP
v979v122b96	5	45	impacting	impact	VERB
v979v122b96	5	46	stability	stability	NOUN
v979v122b96	5	47	,	,	PUNCT
v979v122b96	5	48	and	and	CCONJ
v979v122b96	5	49	(	(	PUNCT
v979v122b96	5	50	3	3	X
v979v122b96	5	51	)	)	PUNCT
v979v122b96	5	52	demonstrate	demonstrate	VERB
v979v122b96	5	53	the	the	DET
v979v122b96	5	54	efficacy	efficacy	NOUN
v979v122b96	5	55	of	of	ADP
v979v122b96	5	56	a	a	DET
v979v122b96	5	57	bimetallic	bimetallic	ADJ
v979v122b96	5	58	catalyst	catalyst	NOUN
v979v122b96	5	59	in	in	ADP
v979v122b96	5	60	the	the	DET
v979v122b96	5	61	chmr	chmr	NOUN
v979v122b96	5	62	to	to	PART
v979v122b96	5	63	treat	treat	VERB
v979v122b96	5	64	no3	no3	PROPN
v979v122b96	5	65	in	in	ADP
v979v122b96	5	66	water	water	NOUN
v979v122b96	5	67	.	.	PUNCT
v979v122b96	6	1	results	result	NOUN
v979v122b96	6	2	from	from	ADP
v979v122b96	6	3	the	the	DET
v979v122b96	6	4	model	model	NOUN
v979v122b96	6	5	indicate	indicate	VERB
v979v122b96	6	6	that	that	SCONJ
v979v122b96	6	7	hydrogel	hydrogel	NOUN
v979v122b96	6	8	thickness	thickness	NOUN
v979v122b96	6	9	plays	play	VERB
v979v122b96	6	10	a	a	DET
v979v122b96	6	11	large	large	ADJ
v979v122b96	6	12	role	role	NOUN
v979v122b96	6	13	in	in	ADP
v979v122b96	6	14	reaction	reaction	NOUN
v979v122b96	6	15	flux	flux	NOUN
v979v122b96	6	16	with	with	ADP
v979v122b96	6	17	thick	thick	ADJ
v979v122b96	6	18	hydrogels	hydrogel	NOUN
v979v122b96	6	19	being	be	AUX
v979v122b96	6	20	limited	limit	VERB
v979v122b96	6	21	by	by	ADP
v979v122b96	6	22	diffusion	diffusion	NOUN
v979v122b96	6	23	.	.	PUNCT
v979v122b96	7	1	the	the	DET
v979v122b96	7	2	model	model	NOUN
v979v122b96	7	3	also	also	ADV
v979v122b96	7	4	shows	show	VERB
v979v122b96	7	5	that	that	SCONJ
v979v122b96	7	6	too	too	ADV
v979v122b96	7	7	thin	thin	ADJ
v979v122b96	7	8	of	of	ADP
v979v122b96	7	9	hydrogels	hydrogel	NOUN
v979v122b96	7	10	reduce	reduce	VERB
v979v122b96	7	11	the	the	DET
v979v122b96	7	12	activity	activity	NOUN
v979v122b96	7	13	due	due	ADP
v979v122b96	7	14	to	to	ADP
v979v122b96	7	15	a	a	DET
v979v122b96	7	16	limited	limited	ADJ
v979v122b96	7	17	amount	amount	NOUN
v979v122b96	7	18	of	of	ADP
v979v122b96	7	19	available	available	ADJ
v979v122b96	7	20	pd	pd	PROPN
v979v122b96	7	21	active	active	ADJ
v979v122b96	7	22	sites	site	NOUN
v979v122b96	7	23	and	and	CCONJ
v979v122b96	7	24	result	result	VERB
v979v122b96	7	25	in	in	ADP
v979v122b96	7	26	wasted	waste	VERB
v979v122b96	7	27	h2	h2	PROPN
v979v122b96	7	28	into	into	ADP
v979v122b96	7	29	the	the	DET
v979v122b96	7	30	bulk	bulk	ADJ
v979v122b96	7	31	solution	solution	NOUN
v979v122b96	7	32	.	.	PUNCT
v979v122b96	8	1	the	the	DET
v979v122b96	8	2	effect	effect	NOUN
v979v122b96	8	3	of	of	ADP
v979v122b96	8	4	hydrogel	hydrogel	NOUN
v979v122b96	8	5	thickness	thickness	NOUN
v979v122b96	8	6	was	be	AUX
v979v122b96	8	7	verified	verify	VERB
v979v122b96	8	8	experimentally	experimentally	ADV
v979v122b96	8	9	.	.	PUNCT
v979v122b96	9	1	the	the	DET
v979v122b96	9	2	pd	pd	PROPN
v979v122b96	9	3	mass	mass	PROPN
v979v122b96	9	4	-	-	PUNCT
v979v122b96	9	5	normalized	normalize	VERB
v979v122b96	9	6	rate	rate	NOUN
v979v122b96	9	7	constant	constant	NOUN
v979v122b96	9	8	decreased	decrease	VERB
v979v122b96	9	9	from	from	ADP
v979v122b96	9	10	0.030	0.030	NUM
v979v122b96	9	11	to	to	ADP
v979v122b96	9	12	0.007	0.007	NUM
v979v122b96	9	13	l	l	NOUN
v979v122b96	9	14	mol	mol	PROPN
v979v122b96	9	15	pd-1	pd-1	VERB
v979v122b96	9	16	s-1	s-1	PROPN
v979v122b96	9	17	when	when	SCONJ
v979v122b96	9	18	the	the	DET
v979v122b96	9	19	hydrogel	hydrogel	NOUN
v979v122b96	9	20	thickness	thickness	NOUN
v979v122b96	9	21	increased	increase	VERB
v979v122b96	9	22	from	from	ADP
v979v122b96	9	23	150	150	NUM
v979v122b96	9	24	to	to	PART
v979v122b96	9	25	450	450	NUM
v979v122b96	9	26	μm	μm	NOUN
v979v122b96	9	27	using	use	VERB
v979v122b96	9	28	a	a	DET
v979v122b96	9	29	palladium	palladium	NOUN
v979v122b96	9	30	-	-	PUNCT
v979v122b96	9	31	indium	indium	NOUN
v979v122b96	9	32	(	(	PUNCT
v979v122b96	9	33	pd	pd	PROPN
v979v122b96	9	34	-	-	PUNCT
v979v122b96	9	35	in	in	PROPN
v979v122b96	9	36	)	)	PUNCT
v979v122b96	9	37	catalyst	catalyst	NOUN
v979v122b96	9	38	.	.	PUNCT
v979v122b96	10	1	nanoparticles	nanoparticle	NOUN
v979v122b96	10	2	were	be	AUX
v979v122b96	10	3	synthesized	synthesize	VERB
v979v122b96	10	4	outside	outside	ADV
v979v122b96	10	5	of	of	ADP
v979v122b96	10	6	the	the	DET
v979v122b96	10	7	hydrogel	hydrogel	NOUN
v979v122b96	10	8	(	(	PUNCT
v979v122b96	10	9	ex	ex	NOUN
v979v122b96	10	10	-	-	NOUN
v979v122b96	10	11	situ	situ	ADJ
v979v122b96	10	12	)	)	PUNCT
v979v122b96	10	13	and	and	CCONJ
v979v122b96	10	14	then	then	ADV
v979v122b96	10	15	stabilized	stabilize	VERB
v979v122b96	10	16	with	with	ADP
v979v122b96	10	17	alginate	alginate	NOUN
v979v122b96	10	18	to	to	PART
v979v122b96	10	19	prevent	prevent	VERB
v979v122b96	10	20	aggregation	aggregation	NOUN
v979v122b96	10	21	.	.	PUNCT
v979v122b96	11	1	ex	ex	X
v979v122b96	11	2	-	-	ADJ
v979v122b96	11	3	situ	situ	ADJ
v979v122b96	11	4	catalysts	catalyst	NOUN
v979v122b96	11	5	incorporated	incorporate	VERB
v979v122b96	11	6	into	into	ADP
v979v122b96	11	7	the	the	DET
v979v122b96	11	8	hydrogel	hydrogel	NOUN
v979v122b96	11	9	were	be	AUX
v979v122b96	11	10	shown	show	VERB
v979v122b96	11	11	to	to	PART
v979v122b96	11	12	be	be	AUX
v979v122b96	11	13	more	more	ADV
v979v122b96	11	14	active	active	ADJ
v979v122b96	11	15	than	than	ADP
v979v122b96	11	16	in	in	ADP
v979v122b96	11	17	-	-	PUNCT
v979v122b96	11	18	situ	situ	NOUN
v979v122b96	11	19	synthesized	synthesize	VERB
v979v122b96	11	20	catalysts	catalyst	NOUN
v979v122b96	11	21	(	(	PUNCT
v979v122b96	11	22	99.6	99.6	NUM
v979v122b96	11	23	%	%	NOUN
v979v122b96	11	24	vs	vs	ADP
v979v122b96	11	25	78.7	78.7	NUM
v979v122b96	11	26	%	%	NOUN
v979v122b96	11	27	nitrite	nitrite	NOUN
v979v122b96	11	28	(	(	PUNCT
v979v122b96	11	29	no2-	no2-	NOUN
v979v122b96	11	30	)	)	PUNCT
v979v122b96	11	31	removal	removal	NOUN
v979v122b96	11	32	)	)	PUNCT
v979v122b96	11	33	.	.	PUNCT
v979v122b96	12	1	alginate	alginate	VERB
v979v122b96	12	2	stabilization	stabilization	NOUN
v979v122b96	12	3	also	also	ADV
v979v122b96	12	4	benefited	benefit	VERB
v979v122b96	12	5	catalyst	catalyst	NOUN
v979v122b96	12	6	protection	protection	NOUN
v979v122b96	12	7	from	from	ADP
v979v122b96	12	8	oxidation	oxidation	NOUN
v979v122b96	12	9	.	.	PUNCT
v979v122b96	13	1	after	after	ADP
v979v122b96	13	2	aging	age	VERB
v979v122b96	13	3	30	30	NUM
v979v122b96	13	4	days	day	NOUN
v979v122b96	13	5	,	,	PUNCT
v979v122b96	13	6	stabilized	stabilize	VERB
v979v122b96	13	7	nanoparticles	nanoparticle	NOUN
v979v122b96	13	8	had	have	VERB
v979v122b96	13	9	a	a	DET
v979v122b96	13	10	higher	high	ADJ
v979v122b96	13	11	reaction	reaction	NOUN
v979v122b96	13	12	rate	rate	NOUN
v979v122b96	13	13	(	(	PUNCT
v979v122b96	13	14	1.27	1.27	NUM
v979v122b96	13	15	x	x	SYM
v979v122b96	13	16	10	10	NUM
v979v122b96	13	17	-	-	SYM
v979v122b96	13	18	4	4	NUM
v979v122b96	13	19	s-1	s-1	NUM
v979v122b96	13	20	)	)	PUNCT
v979v122b96	13	21	for	for	ADP
v979v122b96	13	22	no2reduction	no2reduction	NOUN
v979v122b96	13	23	than	than	ADP
v979v122b96	13	24	non	non	ADJ
v979v122b96	13	25	-	-	ADJ
v979v122b96	13	26	stabilized	stabilized	ADJ
v979v122b96	13	27	nanoparticles	nanoparticle	NOUN
v979v122b96	13	28	(	(	PUNCT
v979v122b96	13	29	5.88	5.88	NUM
v979v122b96	13	30	x	x	SYM
v979v122b96	13	31	10	10	NUM
v979v122b96	13	32	-	-	SYM
v979v122b96	13	33	5	5	NUM
v979v122b96	13	34	s-1	s-1	NUM
v979v122b96	13	35	)	)	PUNCT
v979v122b96	13	36	.	.	PUNCT
v979v122b96	14	1	pd	pd	PROPN
v979v122b96	14	2	-	-	PUNCT
v979v122b96	14	3	in	in	ADP
v979v122b96	14	4	bimetallic	bimetallic	ADJ
v979v122b96	14	5	nanoparticles	nanoparticle	NOUN
v979v122b96	14	6	successfully	successfully	ADV
v979v122b96	14	7	reduced	reduce	VERB
v979v122b96	14	8	no3-	no3-	PROPN
v979v122b96	14	9	,	,	PUNCT
v979v122b96	14	10	though	though	ADV
v979v122b96	14	11	had	have	VERB
v979v122b96	14	12	a	a	DET
v979v122b96	14	13	poor	poor	ADJ
v979v122b96	14	14	n2	n2	PROPN
v979v122b96	14	15	selectivity	selectivity	NOUN
v979v122b96	14	16	,	,	PUNCT
v979v122b96	14	17	in	in	ADP
v979v122b96	14	18	the	the	DET
v979v122b96	14	19	chmr	chmr	NOUN
v979v122b96	14	20	.	.	PUNCT
v979v122b96	15	1	in	in	ADP
v979v122b96	15	2	a	a	DET
v979v122b96	15	3	six	six	NUM
v979v122b96	15	4	-	-	PUNCT
v979v122b96	15	5	hour	hour	NOUN
v979v122b96	15	6	reaction	reaction	NOUN
v979v122b96	15	7	in	in	ADP
v979v122b96	15	8	the	the	DET
v979v122b96	15	9	chmr	chmr	NOUN
v979v122b96	15	10	,	,	PUNCT
v979v122b96	15	11	43	43	NUM
v979v122b96	15	12	%	%	NOUN
v979v122b96	15	13	no3removal	no3removal	X
v979v122b96	15	14	and	and	CCONJ
v979v122b96	15	15	14	14	NUM
v979v122b96	15	16	%	%	NOUN
v979v122b96	15	17	n2	n2	PROPN
v979v122b96	15	18	selectivity	selectivity	PROPN
v979v122b96	15	19	were	be	AUX
v979v122b96	15	20	observed	observe	VERB
v979v122b96	15	21	.	.	PUNCT
v979v122b96	16	1	the	the	DET
v979v122b96	16	2	type	type	NOUN
v979v122b96	16	3	of	of	ADP
v979v122b96	16	4	bimetallic	bimetallic	ADJ
v979v122b96	16	5	and	and	CCONJ
v979v122b96	16	6	synthesis	synthesis	NOUN
v979v122b96	16	7	procedure	procedure	NOUN
v979v122b96	16	8	affected	affect	VERB
v979v122b96	16	9	no3removal	no3removal	PROPN
v979v122b96	16	10	and	and	CCONJ
v979v122b96	16	11	selectivity	selectivity	NOUN
v979v122b96	16	12	.	.	PUNCT
v979v122b96	17	1	these	these	DET
v979v122b96	17	2	results	result	NOUN
v979v122b96	17	3	are	be	AUX
v979v122b96	17	4	promising	promise	VERB
v979v122b96	17	5	and	and	CCONJ
v979v122b96	17	6	suggest	suggest	VERB
v979v122b96	17	7	the	the	DET
v979v122b96	17	8	chmr	chmr	NOUN
v979v122b96	17	9	is	be	AUX
v979v122b96	17	10	capable	capable	ADJ
v979v122b96	17	11	of	of	ADP
v979v122b96	17	12	efficient	efficient	ADJ
v979v122b96	17	13	no3hydrogenation	no3hydrogenation	NOUN
v979v122b96	17	14	with	with	ADP
v979v122b96	17	15	an	an	DET
v979v122b96	17	16	improved	improved	ADJ
v979v122b96	17	17	catalyst	catalyst	NOUN
v979v122b96	17	18	.	.	PUNCT