id	sid	tid	token	lemma	pos
79407w64f55	1	1	diesel	diesel	NOUN
79407w64f55	1	2	particulate	particulate	NOUN
79407w64f55	1	3	matter	matter	NOUN
79407w64f55	1	4	(	(	PUNCT
79407w64f55	1	5	pm	pm	NOUN
79407w64f55	1	6	)	)	PUNCT
79407w64f55	1	7	is	be	AUX
79407w64f55	1	8	part	part	NOUN
79407w64f55	1	9	of	of	ADP
79407w64f55	1	10	a	a	DET
79407w64f55	1	11	complex	complex	ADJ
79407w64f55	1	12	mixture	mixture	NOUN
79407w64f55	1	13	that	that	PRON
79407w64f55	1	14	makes	make	VERB
79407w64f55	1	15	up	up	ADP
79407w64f55	1	16	diesel	diesel	NOUN
79407w64f55	1	17	exhaust	exhaust	NOUN
79407w64f55	1	18	,	,	PUNCT
79407w64f55	1	19	which	which	PRON
79407w64f55	1	20	has	have	AUX
79407w64f55	1	21	raised	raise	VERB
79407w64f55	1	22	many	many	ADJ
79407w64f55	1	23	health	health	NOUN
79407w64f55	1	24	and	and	CCONJ
79407w64f55	1	25	environmental	environmental	ADJ
79407w64f55	1	26	problems	problem	NOUN
79407w64f55	1	27	.	.	PUNCT
79407w64f55	2	1	currently	currently	ADV
79407w64f55	2	2	,	,	PUNCT
79407w64f55	2	3	the	the	DET
79407w64f55	2	4	most	most	ADV
79407w64f55	2	5	efficient	efficient	ADJ
79407w64f55	2	6	technique	technique	NOUN
79407w64f55	2	7	to	to	PART
79407w64f55	2	8	reduce	reduce	VERB
79407w64f55	2	9	pm	pm	NOUN
79407w64f55	2	10	emissions	emission	NOUN
79407w64f55	2	11	is	be	AUX
79407w64f55	2	12	diesel	diesel	NOUN
79407w64f55	2	13	particulate	particulate	NOUN
79407w64f55	2	14	filter	filter	NOUN
79407w64f55	2	15	(	(	PUNCT
79407w64f55	2	16	dpf	dpf	NOUN
79407w64f55	2	17	)	)	PUNCT
79407w64f55	2	18	.	.	PUNCT
79407w64f55	3	1	however	however	ADV
79407w64f55	3	2	,	,	PUNCT
79407w64f55	3	3	the	the	DET
79407w64f55	3	4	collected	collected	ADJ
79407w64f55	3	5	particulates	particulate	NOUN
79407w64f55	3	6	build	build	VERB
79407w64f55	3	7	up	up	ADP
79407w64f55	3	8	overtime	overtime	NOUN
79407w64f55	3	9	and	and	CCONJ
79407w64f55	3	10	block	block	VERB
79407w64f55	3	11	the	the	DET
79407w64f55	3	12	micropores	micropore	NOUN
79407w64f55	3	13	of	of	ADP
79407w64f55	3	14	dpf	dpf	NOUN
79407w64f55	3	15	,	,	PUNCT
79407w64f55	3	16	and	and	CCONJ
79407w64f55	3	17	subsequently	subsequently	ADV
79407w64f55	3	18	reduce	reduce	VERB
79407w64f55	3	19	the	the	DET
79407w64f55	3	20	engine	engine	NOUN
79407w64f55	3	21	performance	performance	NOUN
79407w64f55	3	22	.	.	PUNCT
79407w64f55	4	1	this	this	DET
79407w64f55	4	2	problem	problem	NOUN
79407w64f55	4	3	makes	make	VERB
79407w64f55	4	4	the	the	DET
79407w64f55	4	5	regeneration	regeneration	NOUN
79407w64f55	4	6	of	of	ADP
79407w64f55	4	7	dpf	dpf	NOUN
79407w64f55	4	8	necessary	necessary	ADJ
79407w64f55	4	9	.	.	PUNCT
79407w64f55	5	1	among	among	ADP
79407w64f55	5	2	many	many	ADJ
79407w64f55	5	3	possible	possible	ADJ
79407w64f55	5	4	regeneration	regeneration	NOUN
79407w64f55	5	5	techniques	technique	NOUN
79407w64f55	5	6	,	,	PUNCT
79407w64f55	5	7	catalytic	catalytic	ADJ
79407w64f55	5	8	regeneration	regeneration	NOUN
79407w64f55	5	9	is	be	AUX
79407w64f55	5	10	the	the	DET
79407w64f55	5	11	most	most	ADV
79407w64f55	5	12	applicable	applicable	ADJ
79407w64f55	5	13	.	.	PUNCT
79407w64f55	6	1	the	the	DET
79407w64f55	6	2	commercial	commercial	ADJ
79407w64f55	6	3	catalysts	catalyst	NOUN
79407w64f55	6	4	used	use	VERB
79407w64f55	6	5	in	in	ADP
79407w64f55	6	6	most	most	ADJ
79407w64f55	6	7	catalytic	catalytic	ADJ
79407w64f55	6	8	dpf	dpf	NOUN
79407w64f55	6	9	are	be	AUX
79407w64f55	6	10	the	the	DET
79407w64f55	6	11	costly	costly	ADJ
79407w64f55	6	12	platinum	platinum	NOUN
79407w64f55	6	13	based	base	VERB
79407w64f55	6	14	systems	system	NOUN
79407w64f55	6	15	.	.	PUNCT
79407w64f55	7	1	the	the	DET
79407w64f55	7	2	main	main	ADJ
79407w64f55	7	3	aim	aim	NOUN
79407w64f55	7	4	of	of	ADP
79407w64f55	7	5	this	this	DET
79407w64f55	7	6	dissertation	dissertation	NOUN
79407w64f55	7	7	is	be	AUX
79407w64f55	7	8	to	to	PART
79407w64f55	7	9	develop	develop	VERB
79407w64f55	7	10	novel	novel	NOUN
79407w64f55	7	11	,	,	PUNCT
79407w64f55	7	12	economical	economical	ADJ
79407w64f55	7	13	catalysts	catalyst	NOUN
79407w64f55	7	14	for	for	ADP
79407w64f55	7	15	dpf	dpf	NOUN
79407w64f55	7	16	applications	application	NOUN
79407w64f55	7	17	.	.	PUNCT
79407w64f55	8	1	within	within	ADP
79407w64f55	8	2	this	this	DET
79407w64f55	8	3	central	central	ADJ
79407w64f55	8	4	theme	theme	NOUN
79407w64f55	8	5	,	,	PUNCT
79407w64f55	8	6	my	my	PRON
79407w64f55	8	7	work	work	NOUN
79407w64f55	8	8	encompasses	encompass	VERB
79407w64f55	8	9	two	two	NUM
79407w64f55	8	10	major	major	ADJ
79407w64f55	8	11	parts	part	NOUN
79407w64f55	8	12	:	:	PUNCT
79407w64f55	8	13	(	(	PUNCT
79407w64f55	8	14	1	1	X
79407w64f55	8	15	)	)	PUNCT
79407w64f55	8	16	combinatorial	combinatorial	ADJ
79407w64f55	8	17	development	development	NOUN
79407w64f55	8	18	of	of	ADP
79407w64f55	8	19	multiple	multiple	ADJ
79407w64f55	8	20	-	-	PUNCT
79407w64f55	8	21	metallic	metallic	ADJ
79407w64f55	8	22	oxides	oxide	NOUN
79407w64f55	8	23	catalyst	catalyst	NOUN
79407w64f55	8	24	.	.	PUNCT
79407w64f55	9	1	hundreds	hundred	NOUN
79407w64f55	9	2	of	of	ADP
79407w64f55	9	3	single	single	ADJ
79407w64f55	9	4	,	,	PUNCT
79407w64f55	9	5	mixed	mixed	ADJ
79407w64f55	9	6	and	and	CCONJ
79407w64f55	9	7	complex	complex	ADJ
79407w64f55	9	8	metal	metal	NOUN
79407w64f55	9	9	oxides	oxide	NOUN
79407w64f55	9	10	were	be	AUX
79407w64f55	9	11	synthesized	synthesize	VERB
79407w64f55	9	12	and	and	CCONJ
79407w64f55	9	13	studied	study	VERB
79407w64f55	9	14	based	base	VERB
79407w64f55	9	15	on	on	ADP
79407w64f55	9	16	a	a	DET
79407w64f55	9	17	combinatorial	combinatorial	ADJ
79407w64f55	9	18	synthesis	synthesis	NOUN
79407w64f55	9	19	and	and	CCONJ
79407w64f55	9	20	characterization	characterization	NOUN
79407w64f55	9	21	route	route	NOUN
79407w64f55	9	22	.	.	PUNCT
79407w64f55	10	1	it	it	PRON
79407w64f55	10	2	was	be	AUX
79407w64f55	10	3	found	find	VERB
79407w64f55	10	4	alkali	alkali	ADJ
79407w64f55	10	5	-	-	PUNCT
79407w64f55	10	6	doped	dope	VERB
79407w64f55	10	7	metal	metal	NOUN
79407w64f55	10	8	oxides	oxide	NOUN
79407w64f55	10	9	,	,	PUNCT
79407w64f55	10	10	especially	especially	ADV
79407w64f55	10	11	the	the	DET
79407w64f55	10	12	ones	one	NOUN
79407w64f55	10	13	containing	contain	VERB
79407w64f55	10	14	potassium	potassium	NOUN
79407w64f55	10	15	,	,	PUNCT
79407w64f55	10	16	showed	show	VERB
79407w64f55	10	17	higher	high	ADJ
79407w64f55	10	18	activity	activity	NOUN
79407w64f55	10	19	than	than	ADP
79407w64f55	10	20	the	the	DET
79407w64f55	10	21	other	other	ADJ
79407w64f55	10	22	tested	test	VERB
79407w64f55	10	23	compositions	composition	NOUN
79407w64f55	10	24	.	.	PUNCT
79407w64f55	11	1	further	further	ADJ
79407w64f55	11	2	investigation	investigation	NOUN
79407w64f55	11	3	revealed	reveal	VERB
79407w64f55	11	4	that	that	SCONJ
79407w64f55	11	5	'	'	PUNCT
79407w64f55	11	6	active	active	ADJ
79407w64f55	11	7	'	'	PUNCT
79407w64f55	11	8	potassium	potassium	NOUN
79407w64f55	11	9	is	be	AUX
79407w64f55	11	10	the	the	DET
79407w64f55	11	11	active	active	ADJ
79407w64f55	11	12	species	specie	NOUN
79407w64f55	11	13	in	in	ADP
79407w64f55	11	14	these	these	DET
79407w64f55	11	15	catalysts	catalyst	NOUN
79407w64f55	11	16	and	and	CCONJ
79407w64f55	11	17	sublimation	sublimation	NOUN
79407w64f55	11	18	of	of	ADP
79407w64f55	11	19	potassium	potassium	NOUN
79407w64f55	11	20	during	during	ADP
79407w64f55	11	21	the	the	DET
79407w64f55	11	22	soot	soot	NOUN
79407w64f55	11	23	combustion	combustion	NOUN
79407w64f55	11	24	process	process	NOUN
79407w64f55	11	25	resulted	result	VERB
79407w64f55	11	26	in	in	ADP
79407w64f55	11	27	the	the	DET
79407w64f55	11	28	fast	fast	ADJ
79407w64f55	11	29	degradation	degradation	NOUN
79407w64f55	11	30	of	of	ADP
79407w64f55	11	31	the	the	DET
79407w64f55	11	32	catalysts	catalyst	NOUN
79407w64f55	11	33	.	.	PUNCT
79407w64f55	12	1	these	these	DET
79407w64f55	12	2	studies	study	NOUN
79407w64f55	12	3	indicated	indicate	VERB
79407w64f55	12	4	the	the	DET
79407w64f55	12	5	compounds	compound	NOUN
79407w64f55	12	6	that	that	PRON
79407w64f55	12	7	could	could	AUX
79407w64f55	12	8	timely	timely	ADV
79407w64f55	12	9	release	release	VERB
79407w64f55	12	10	'	'	PUNCT
79407w64f55	12	11	active	active	ADJ
79407w64f55	12	12	'	'	PUNCT
79407w64f55	12	13	potassium	potassium	NOUN
79407w64f55	12	14	might	might	AUX
79407w64f55	12	15	be	be	AUX
79407w64f55	12	16	promising	promise	VERB
79407w64f55	12	17	economical	economical	ADJ
79407w64f55	12	18	and	and	CCONJ
79407w64f55	12	19	efficient	efficient	ADJ
79407w64f55	12	20	catalysts	catalyst	NOUN
79407w64f55	12	21	for	for	ADP
79407w64f55	12	22	soot	soot	NOUN
79407w64f55	12	23	combustion	combustion	NOUN
79407w64f55	12	24	.	.	PUNCT
79407w64f55	13	1	(	(	PUNCT
79407w64f55	13	2	2	2	X
79407w64f55	13	3	)	)	PUNCT
79407w64f55	13	4	study	study	NOUN
79407w64f55	13	5	of	of	ADP
79407w64f55	13	6	glass	glass	NOUN
79407w64f55	13	7	-	-	PUNCT
79407w64f55	13	8	based	base	VERB
79407w64f55	13	9	catalysts	catalyst	NOUN
79407w64f55	13	10	.	.	PUNCT
79407w64f55	14	1	to	to	PART
79407w64f55	14	2	realize	realize	VERB
79407w64f55	14	3	this	this	DET
79407w64f55	14	4	timely	timely	ADJ
79407w64f55	14	5	release	release	NOUN
79407w64f55	14	6	process	process	NOUN
79407w64f55	14	7	,	,	PUNCT
79407w64f55	14	8	several	several	ADJ
79407w64f55	14	9	potassium	potassium	NOUN
79407w64f55	14	10	-	-	PUNCT
79407w64f55	14	11	containing	contain	VERB
79407w64f55	14	12	materials	material	NOUN
79407w64f55	14	13	were	be	AUX
79407w64f55	14	14	examined	examine	VERB
79407w64f55	14	15	.	.	PUNCT
79407w64f55	15	1	the	the	DET
79407w64f55	15	2	potassium	potassium	NOUN
79407w64f55	15	3	-	-	PUNCT
79407w64f55	15	4	glass	glass	NOUN
79407w64f55	15	5	was	be	AUX
79407w64f55	15	6	found	find	VERB
79407w64f55	15	7	to	to	PART
79407w64f55	15	8	be	be	AUX
79407w64f55	15	9	particularly	particularly	ADV
79407w64f55	15	10	promising	promising	ADJ
79407w64f55	15	11	.	.	PUNCT
79407w64f55	16	1	potassium	potassium	NOUN
79407w64f55	16	2	-	-	PUNCT
79407w64f55	16	3	glass	glass	NOUN
79407w64f55	16	4	catalysts	catalyst	NOUN
79407w64f55	16	5	showed	show	VERB
79407w64f55	16	6	better	well	ADJ
79407w64f55	16	7	catalytic	catalytic	ADJ
79407w64f55	16	8	stability	stability	NOUN
79407w64f55	16	9	than	than	ADP
79407w64f55	16	10	conventional	conventional	ADJ
79407w64f55	16	11	potassium	potassium	NOUN
79407w64f55	16	12	-	-	PUNCT
79407w64f55	16	13	catalysts	catalyst	NOUN
79407w64f55	16	14	and	and	CCONJ
79407w64f55	16	15	also	also	ADV
79407w64f55	16	16	possess	possess	VERB
79407w64f55	16	17	resistance	resistance	NOUN
79407w64f55	16	18	to	to	ADP
79407w64f55	16	19	common	common	PROPN
79407w64f55	16	20	s	s	NOUN
79407w64f55	16	21	,	,	PUNCT
79407w64f55	16	22	p	p	PROPN
79407w64f55	16	23	and	and	CCONJ
79407w64f55	16	24	zn	zn	PROPN
79407w64f55	16	25	poisoning	poisoning	NOUN
79407w64f55	16	26	.	.	PUNCT
79407w64f55	17	1	activity	activity	NOUN
79407w64f55	17	2	and	and	CCONJ
79407w64f55	17	3	stability	stability	NOUN
79407w64f55	17	4	tests	test	NOUN
79407w64f55	17	5	performed	perform	VERB
79407w64f55	17	6	in	in	ADP
79407w64f55	17	7	tga	tga	NOUN
79407w64f55	17	8	and	and	CCONJ
79407w64f55	17	9	fixed	fix	VERB
79407w64f55	17	10	bed	bed	NOUN
79407w64f55	17	11	flow	flow	NOUN
79407w64f55	17	12	reactor	reactor	NOUN
79407w64f55	17	13	indicated	indicate	VERB
79407w64f55	17	14	that	that	SCONJ
79407w64f55	17	15	the	the	DET
79407w64f55	17	16	activity	activity	NOUN
79407w64f55	17	17	and	and	CCONJ
79407w64f55	17	18	degradation	degradation	NOUN
79407w64f55	17	19	of	of	ADP
79407w64f55	17	20	glass	glass	NOUN
79407w64f55	17	21	catalysts	catalyst	NOUN
79407w64f55	17	22	are	be	AUX
79407w64f55	17	23	related	relate	VERB
79407w64f55	17	24	to	to	ADP
79407w64f55	17	25	their	their	PRON
79407w64f55	17	26	composition	composition	NOUN
79407w64f55	17	27	,	,	PUNCT
79407w64f55	17	28	particle	particle	NOUN
79407w64f55	17	29	size	size	NOUN
79407w64f55	17	30	,	,	PUNCT
79407w64f55	17	31	glass	glass	NOUN
79407w64f55	17	32	/	/	SYM
79407w64f55	17	33	soot	soot	NOUN
79407w64f55	17	34	mixing	mixing	NOUN
79407w64f55	17	35	method	method	NOUN
79407w64f55	17	36	(	(	PUNCT
79407w64f55	17	37	contact	contact	NOUN
79407w64f55	17	38	)	)	PUNCT
79407w64f55	17	39	,	,	PUNCT
79407w64f55	17	40	and	and	CCONJ
79407w64f55	17	41	ambient	ambient	ADJ
79407w64f55	17	42	gas	gas	NOUN
79407w64f55	17	43	.	.	PUNCT
79407w64f55	18	1	moreover	moreover	ADV
79407w64f55	18	2	,	,	PUNCT
79407w64f55	18	3	some	some	DET
79407w64f55	18	4	studies	study	NOUN
79407w64f55	18	5	of	of	ADP
79407w64f55	18	6	microwave	microwave	NOUN
79407w64f55	18	7	heating	heating	NOUN
79407w64f55	18	8	effects	effect	NOUN
79407w64f55	18	9	on	on	ADP
79407w64f55	18	10	diesel	diesel	NOUN
79407w64f55	18	11	soot	soot	NOUN
79407w64f55	18	12	combustion	combustion	NOUN
79407w64f55	18	13	were	be	AUX
79407w64f55	18	14	performed	perform	VERB
79407w64f55	18	15	.	.	PUNCT
79407w64f55	19	1	a	a	DET
79407w64f55	19	2	novel	novel	NOUN
79407w64f55	19	3	microwave	microwave	NOUN
79407w64f55	19	4	heated	heat	VERB
79407w64f55	19	5	thermogravimetric	thermogravimetric	PROPN
79407w64f55	19	6	analyzer	analyzer	PROPN
79407w64f55	19	7	was	be	AUX
79407w64f55	19	8	designed	design	VERB
79407w64f55	19	9	.	.	PUNCT
79407w64f55	20	1	measurements	measurement	NOUN
79407w64f55	20	2	in	in	ADP
79407w64f55	20	3	microwave	microwave	NOUN
79407w64f55	20	4	-	-	PUNCT
79407w64f55	20	5	tga	tga	PROPN
79407w64f55	20	6	suggested	suggest	VERB
79407w64f55	20	7	that	that	SCONJ
79407w64f55	20	8	the	the	DET
79407w64f55	20	9	apparent	apparent	ADJ
79407w64f55	20	10	reduction	reduction	NOUN
79407w64f55	20	11	in	in	ADP
79407w64f55	20	12	soot	soot	NOUN
79407w64f55	20	13	combustion	combustion	NOUN
79407w64f55	20	14	temperature	temperature	NOUN
79407w64f55	20	15	with	with	ADP
79407w64f55	20	16	microwave	microwave	NOUN
79407w64f55	20	17	heating	heating	NOUN
79407w64f55	20	18	might	might	AUX
79407w64f55	20	19	be	be	AUX
79407w64f55	20	20	not	not	PART
79407w64f55	20	21	due	due	ADJ
79407w64f55	20	22	to	to	ADP
79407w64f55	20	23	the	the	DET
79407w64f55	20	24	enhancement	enhancement	NOUN
79407w64f55	20	25	of	of	ADP
79407w64f55	20	26	microwave	microwave	NOUN
79407w64f55	20	27	,	,	PUNCT
79407w64f55	20	28	but	but	CCONJ
79407w64f55	20	29	the	the	DET
79407w64f55	20	30	result	result	NOUN
79407w64f55	20	31	of	of	ADP
79407w64f55	20	32	the	the	DET
79407w64f55	20	33	inability	inability	NOUN
79407w64f55	20	34	to	to	PART
79407w64f55	20	35	measure	measure	VERB
79407w64f55	20	36	the	the	DET
79407w64f55	20	37	interior	interior	ADJ
79407w64f55	20	38	temperature	temperature	NOUN
79407w64f55	20	39	of	of	ADP
79407w64f55	20	40	the	the	DET
79407w64f55	20	41	soot	soot	NOUN
79407w64f55	20	42	/	/	SYM
79407w64f55	20	43	catalyst	catalyst	NOUN
79407w64f55	20	44	mass	mass	PROPN
79407w64f55	20	45	.	.	PUNCT