id	sid	tid	token	lemma	pos
ajst-9443	1	1	academic	academic	ADJ
ajst-9443	1	2	journal	journal	NOUN
ajst-9443	1	3	of	of	ADP
ajst-9443	1	4	science	science	NOUN
ajst-9443	1	5	and	and	CCONJ
ajst-9443	1	6	technology	technology	NOUN
ajst-9443	1	7	issn	issn	NOUN
ajst-9443	1	8	:	:	PUNCT
ajst-9443	1	9	2771	2771	NUM
ajst-9443	1	10	-	-	SYM
ajst-9443	1	11	3032	3032	NUM
ajst-9443	1	12	|	|	NOUN
ajst-9443	1	13	vol	vol	NOUN
ajst-9443	1	14	.	.	PROPN
ajst-9443	2	1	6	6	NUM
ajst-9443	2	2	,	,	PUNCT
ajst-9443	2	3	no	no	INTJ
ajst-9443	2	4	.	.	NOUN
ajst-9443	2	5	2	2	NUM
ajst-9443	2	6	,	,	PUNCT
ajst-9443	2	7	2023	2023	NUM
ajst-9443	2	8	38	38	NUM
ajst-9443	2	9	research	research	NOUN
ajst-9443	2	10	and	and	CCONJ
ajst-9443	2	11	performance	performance	NOUN
ajst-9443	2	12	optimization	optimization	NOUN
ajst-9443	2	13	significance	significance	NOUN
ajst-9443	2	14	of	of	ADP
ajst-9443	2	15	perovskite	perovskite	ADJ
ajst-9443	2	16	solar	solar	ADJ
ajst-9443	2	17	cells	cell	NOUN
ajst-9443	2	18	xinnan	xinnan	PROPN
ajst-9443	3	1	liu1	liu1	PROPN
ajst-9443	3	2	,	,	PUNCT
ajst-9443	3	3	*	*	PUNCT
ajst-9443	4	1	1suzhou	1suzhou	NUM
ajst-9443	4	2	university	university	NOUN
ajst-9443	4	3	of	of	ADP
ajst-9443	4	4	science	science	NOUN
ajst-9443	4	5	and	and	CCONJ
ajst-9443	4	6	technology	technology	NOUN
ajst-9443	4	7	,	,	PUNCT
ajst-9443	4	8	suzhou	suzhou	PROPN
ajst-9443	4	9	,	,	PUNCT
ajst-9443	4	10	215009	215009	NUM
ajst-9443	4	11	p.r.china	p.r.china	NOUN
ajst-9443	4	12	*	*	PUNCT
ajst-9443	4	13	corresponding	correspond	VERB
ajst-9443	4	14	author	author	NOUN
ajst-9443	4	15	’s	’s	PART
ajst-9443	4	16	e	e	NOUN
ajst-9443	4	17	-	-	NOUN
ajst-9443	4	18	mail	mail	NOUN
ajst-9443	4	19	:	:	PUNCT
ajst-9443	5	1	yyqxlxn@icloud.com	yyqxlxn@icloud.com	X
ajst-9443	5	2	abstract	abstract	NOUN
ajst-9443	5	3	:	:	PUNCT
ajst-9443	5	4	this	this	DET
ajst-9443	5	5	article	article	NOUN
ajst-9443	5	6	introduces	introduce	VERB
ajst-9443	5	7	the	the	DET
ajst-9443	5	8	development	development	NOUN
ajst-9443	5	9	history	history	NOUN
ajst-9443	5	10	and	and	CCONJ
ajst-9443	5	11	current	current	ADJ
ajst-9443	5	12	research	research	NOUN
ajst-9443	5	13	status	status	NOUN
ajst-9443	5	14	of	of	ADP
ajst-9443	5	15	perovskite	perovskite	ADJ
ajst-9443	5	16	solar	solar	ADJ
ajst-9443	5	17	cells	cell	NOUN
ajst-9443	5	18	,	,	PUNCT
ajst-9443	5	19	and	and	CCONJ
ajst-9443	5	20	focuses	focus	VERB
ajst-9443	5	21	on	on	ADP
ajst-9443	5	22	the	the	DET
ajst-9443	5	23	performance	performance	NOUN
ajst-9443	5	24	optimization	optimization	NOUN
ajst-9443	5	25	of	of	ADP
ajst-9443	5	26	perovskite	perovskite	ADJ
ajst-9443	5	27	solar	solar	ADJ
ajst-9443	5	28	cells	cell	NOUN
ajst-9443	5	29	,	,	PUNCT
ajst-9443	5	30	including	include	VERB
ajst-9443	5	31	the	the	DET
ajst-9443	5	32	selection	selection	NOUN
ajst-9443	5	33	of	of	ADP
ajst-9443	5	34	materials	material	NOUN
ajst-9443	5	35	,	,	PUNCT
ajst-9443	5	36	improvement	improvement	NOUN
ajst-9443	5	37	of	of	ADP
ajst-9443	5	38	photovoltaic	photovoltaic	NOUN
ajst-9443	5	39	conversion	conversion	NOUN
ajst-9443	5	40	efficiency	efficiency	NOUN
ajst-9443	5	41	,	,	PUNCT
ajst-9443	5	42	and	and	CCONJ
ajst-9443	5	43	enhancement	enhancement	NOUN
ajst-9443	5	44	of	of	ADP
ajst-9443	5	45	stability	stability	NOUN
ajst-9443	5	46	.	.	PUNCT
ajst-9443	6	1	keywords	keyword	NOUN
ajst-9443	6	2	:	:	PUNCT
ajst-9443	6	3	perovskite	perovskite	VERB
ajst-9443	6	4	solar	solar	ADJ
ajst-9443	6	5	cells	cell	NOUN
ajst-9443	6	6	,	,	PUNCT
ajst-9443	6	7	photovoltaic	photovoltaic	NOUN
ajst-9443	6	8	conversion	conversion	NOUN
ajst-9443	6	9	efficiency	efficiency	NOUN
ajst-9443	6	10	,	,	PUNCT
ajst-9443	6	11	stability	stability	NOUN
ajst-9443	6	12	,	,	PUNCT
ajst-9443	6	13	material	material	NOUN
ajst-9443	6	14	selection	selection	NOUN
ajst-9443	6	15	,	,	PUNCT
ajst-9443	6	16	performance	performance	NOUN
ajst-9443	6	17	optimization	optimization	NOUN
ajst-9443	6	18	.	.	PUNCT
ajst-9443	7	1	1	1	X
ajst-9443	7	2	.	.	X
ajst-9443	7	3	introduction	introduction	NOUN
ajst-9443	7	4	with	with	ADP
ajst-9443	7	5	the	the	DET
ajst-9443	7	6	increasing	increase	VERB
ajst-9443	7	7	global	global	ADJ
ajst-9443	7	8	energy	energy	NOUN
ajst-9443	7	9	demand	demand	NOUN
ajst-9443	7	10	and	and	CCONJ
ajst-9443	7	11	the	the	DET
ajst-9443	7	12	escalating	escalate	VERB
ajst-9443	7	13	environmental	environmental	ADJ
ajst-9443	7	14	issues	issue	NOUN
ajst-9443	7	15	,	,	PUNCT
ajst-9443	7	16	finding	find	VERB
ajst-9443	7	17	new	new	ADJ
ajst-9443	7	18	renewable	renewable	ADJ
ajst-9443	7	19	energy	energy	NOUN
ajst-9443	7	20	sources	source	NOUN
ajst-9443	7	21	has	have	AUX
ajst-9443	7	22	become	become	VERB
ajst-9443	7	23	a	a	DET
ajst-9443	7	24	hot	hot	ADJ
ajst-9443	7	25	topic	topic	NOUN
ajst-9443	7	26	in	in	ADP
ajst-9443	7	27	scientific	scientific	ADJ
ajst-9443	7	28	research	research	NOUN
ajst-9443	7	29	today	today	NOUN
ajst-9443	7	30	.	.	PUNCT
ajst-9443	8	1	solar	solar	ADJ
ajst-9443	8	2	cells	cell	NOUN
ajst-9443	8	3	,	,	PUNCT
ajst-9443	8	4	as	as	ADP
ajst-9443	8	5	a	a	DET
ajst-9443	8	6	potential	potential	ADJ
ajst-9443	8	7	clean	clean	ADJ
ajst-9443	8	8	energy	energy	NOUN
ajst-9443	8	9	source	source	NOUN
ajst-9443	8	10	,	,	PUNCT
ajst-9443	8	11	have	have	VERB
ajst-9443	8	12	a	a	DET
ajst-9443	8	13	very	very	ADV
ajst-9443	8	14	broad	broad	ADJ
ajst-9443	8	15	application	application	NOUN
ajst-9443	8	16	prospect	prospect	NOUN
ajst-9443	8	17	.	.	PUNCT
ajst-9443	9	1	however	however	ADV
ajst-9443	9	2	,	,	PUNCT
ajst-9443	9	3	the	the	DET
ajst-9443	9	4	current	current	ADJ
ajst-9443	9	5	commercial	commercial	ADJ
ajst-9443	9	6	silicon	silicon	NOUN
ajst-9443	9	7	-	-	PUNCT
ajst-9443	9	8	based	base	VERB
ajst-9443	9	9	solar	solar	ADJ
ajst-9443	9	10	cells	cell	NOUN
ajst-9443	9	11	have	have	VERB
ajst-9443	9	12	problems	problem	NOUN
ajst-9443	9	13	such	such	ADJ
ajst-9443	9	14	as	as	ADP
ajst-9443	9	15	energy	energy	NOUN
ajst-9443	9	16	loss	loss	NOUN
ajst-9443	9	17	and	and	CCONJ
ajst-9443	9	18	high	high	ADJ
ajst-9443	9	19	manufacturing	manufacturing	NOUN
ajst-9443	9	20	costs	cost	NOUN
ajst-9443	9	21	,	,	PUNCT
ajst-9443	9	22	which	which	PRON
ajst-9443	9	23	restrict	restrict	VERB
ajst-9443	9	24	their	their	PRON
ajst-9443	9	25	development	development	NOUN
ajst-9443	9	26	in	in	ADP
ajst-9443	9	27	large	large	ADJ
ajst-9443	9	28	-	-	PUNCT
ajst-9443	9	29	scale	scale	NOUN
ajst-9443	9	30	applications	application	NOUN
ajst-9443	9	31	.	.	PUNCT
ajst-9443	10	1	therefore	therefore	ADV
ajst-9443	10	2	,	,	PUNCT
ajst-9443	10	3	finding	find	VERB
ajst-9443	10	4	new	new	ADJ
ajst-9443	10	5	,	,	PUNCT
ajst-9443	10	6	efficient	efficient	ADJ
ajst-9443	10	7	and	and	CCONJ
ajst-9443	10	8	low	low	ADJ
ajst-9443	10	9	-	-	PUNCT
ajst-9443	10	10	cost	cost	NOUN
ajst-9443	10	11	solar	solar	ADJ
ajst-9443	10	12	cell	cell	NOUN
ajst-9443	10	13	materials	material	NOUN
ajst-9443	10	14	has	have	AUX
ajst-9443	10	15	become	become	VERB
ajst-9443	10	16	the	the	DET
ajst-9443	10	17	focus	focus	NOUN
ajst-9443	10	18	of	of	ADP
ajst-9443	10	19	research	research	NOUN
ajst-9443	10	20	.	.	PUNCT
ajst-9443	11	1	the	the	DET
ajst-9443	11	2	stability	stability	NOUN
ajst-9443	11	3	of	of	ADP
ajst-9443	11	4	perovskite	perovskite	ADJ
ajst-9443	11	5	solar	solar	ADJ
ajst-9443	11	6	cells	cell	NOUN
ajst-9443	11	7	is	be	AUX
ajst-9443	11	8	influenced	influence	VERB
ajst-9443	11	9	by	by	ADP
ajst-9443	11	10	many	many	ADJ
ajst-9443	11	11	factors	factor	NOUN
ajst-9443	11	12	,	,	PUNCT
ajst-9443	11	13	such	such	ADJ
ajst-9443	11	14	as	as	ADP
ajst-9443	11	15	moisture	moisture	NOUN
ajst-9443	11	16	,	,	PUNCT
ajst-9443	11	17	temperature	temperature	NOUN
ajst-9443	11	18	,	,	PUNCT
ajst-9443	11	19	light	light	NOUN
ajst-9443	11	20	and	and	CCONJ
ajst-9443	11	21	core	core	NOUN
ajst-9443	11	22	materials	material	NOUN
ajst-9443	11	23	,	,	PUNCT
ajst-9443	11	24	all	all	PRON
ajst-9443	11	25	of	of	ADP
ajst-9443	11	26	which	which	PRON
ajst-9443	11	27	can	can	AUX
ajst-9443	11	28	to	to	ADP
ajst-9443	11	29	some	some	DET
ajst-9443	11	30	extent	extent	NOUN
ajst-9443	11	31	damage	damage	NOUN
ajst-9443	11	32	the	the	DET
ajst-9443	11	33	structure	structure	NOUN
ajst-9443	11	34	of	of	ADP
ajst-9443	11	35	perovskite	perovskite	ADJ
ajst-9443	11	36	solar	solar	ADJ
ajst-9443	11	37	cells	cell	NOUN
ajst-9443	11	38	and	and	CCONJ
ajst-9443	11	39	thus	thus	ADV
ajst-9443	11	40	affect	affect	VERB
ajst-9443	11	41	their	their	PRON
ajst-9443	11	42	performance	performance	NOUN
ajst-9443	11	43	and	and	CCONJ
ajst-9443	11	44	lead	lead	VERB
ajst-9443	11	45	to	to	ADP
ajst-9443	11	46	instability	instability	NOUN
ajst-9443	11	47	.	.	PUNCT
ajst-9443	12	1	in	in	ADP
ajst-9443	12	2	addition	addition	NOUN
ajst-9443	12	3	,	,	PUNCT
ajst-9443	12	4	the	the	DET
ajst-9443	12	5	encapsulation	encapsulation	NOUN
ajst-9443	12	6	process	process	NOUN
ajst-9443	12	7	can	can	AUX
ajst-9443	12	8	also	also	ADV
ajst-9443	12	9	be	be	AUX
ajst-9443	12	10	improved	improve	VERB
ajst-9443	12	11	to	to	PART
ajst-9443	12	12	enhance	enhance	VERB
ajst-9443	12	13	stability	stability	NOUN
ajst-9443	12	14	throughout	throughout	ADP
ajst-9443	12	15	the	the	DET
ajst-9443	12	16	entire	entire	ADJ
ajst-9443	12	17	cell	cell	NOUN
ajst-9443	12	18	preparation	preparation	NOUN
ajst-9443	12	19	process.[1	process.[1	NOUN
ajst-9443	12	20	]	]	PUNCT
ajst-9443	12	21	perovskite	perovskite	VERB
ajst-9443	12	22	solar	solar	ADJ
ajst-9443	12	23	cells	cell	NOUN
ajst-9443	12	24	are	be	AUX
ajst-9443	12	25	gaining	gain	VERB
ajst-9443	12	26	attention	attention	NOUN
ajst-9443	12	27	for	for	ADP
ajst-9443	12	28	their	their	PRON
ajst-9443	12	29	excellent	excellent	ADJ
ajst-9443	12	30	photovoltaic	photovoltaic	NOUN
ajst-9443	12	31	conversion	conversion	NOUN
ajst-9443	12	32	efficiency	efficiency	NOUN
ajst-9443	12	33	and	and	CCONJ
ajst-9443	12	34	low	low	ADJ
ajst-9443	12	35	manufacturing	manufacturing	NOUN
ajst-9443	12	36	costs.[2	costs.[2	NOUN
ajst-9443	12	37	]	]	X
ajst-9443	13	1	it	it	PRON
ajst-9443	13	2	was	be	AUX
ajst-9443	13	3	not	not	PART
ajst-9443	13	4	until	until	ADP
ajst-9443	13	5	2009	2009	NUM
ajst-9443	13	6	that	that	SCONJ
ajst-9443	13	7	snaith	snaith	PROPN
ajst-9443	13	8	and	and	CCONJ
ajst-9443	13	9	team	team	NOUN
ajst-9443	13	10	discovered	discover	VERB
ajst-9443	13	11	a	a	DET
ajst-9443	13	12	new	new	ADJ
ajst-9443	13	13	type	type	NOUN
ajst-9443	13	14	of	of	ADP
ajst-9443	13	15	organic	organic	ADJ
ajst-9443	13	16	-	-	PUNCT
ajst-9443	13	17	perovskite	perovskite	NOUN
ajst-9443	13	18	material	material	NOUN
ajst-9443	13	19	that	that	PRON
ajst-9443	13	20	allowed	allow	VERB
ajst-9443	13	21	perovskite	perovskite	ADJ
ajst-9443	13	22	solar	solar	ADJ
ajst-9443	13	23	cells	cell	NOUN
ajst-9443	13	24	to	to	PART
ajst-9443	13	25	achieve	achieve	VERB
ajst-9443	13	26	an	an	DET
ajst-9443	13	27	efficiency	efficiency	NOUN
ajst-9443	13	28	above	above	ADP
ajst-9443	13	29	10%.[3	10%.[3	NUM
ajst-9443	13	30	]	]	PUNCT
ajst-9443	13	31	materials	material	NOUN
ajst-9443	13	32	optimization	optimization	NOUN
ajst-9443	13	33	has	have	AUX
ajst-9443	13	34	led	lead	VERB
ajst-9443	13	35	to	to	ADP
ajst-9443	13	36	continued	continue	VERB
ajst-9443	13	37	efficiency	efficiency	NOUN
ajst-9443	13	38	improvements	improvement	NOUN
ajst-9443	13	39	over	over	ADP
ajst-9443	13	40	the	the	DET
ajst-9443	13	41	years	year	NOUN
ajst-9443	13	42	,	,	PUNCT
ajst-9443	13	43	with	with	ADP
ajst-9443	13	44	perovskite	perovskite	ADJ
ajst-9443	13	45	solar	solar	ADJ
ajst-9443	13	46	cells	cell	NOUN
ajst-9443	13	47	now	now	ADV
ajst-9443	13	48	surpassing	surpass	VERB
ajst-9443	13	49	traditional	traditional	ADJ
ajst-9443	13	50	silicon	silicon	NOUN
ajst-9443	13	51	-	-	PUNCT
ajst-9443	13	52	based	base	VERB
ajst-9443	13	53	solar	solar	ADJ
ajst-9443	13	54	cells.[4	cells.[4	NOUN
ajst-9443	13	55	]	]	PUNCT
ajst-9443	13	56	the	the	DET
ajst-9443	13	57	performance	performance	NOUN
ajst-9443	13	58	optimization	optimization	NOUN
ajst-9443	13	59	of	of	ADP
ajst-9443	13	60	perovskite	perovskite	ADJ
ajst-9443	13	61	solar	solar	ADJ
ajst-9443	13	62	cells	cell	NOUN
ajst-9443	13	63	involves	involve	VERB
ajst-9443	13	64	multiple	multiple	ADJ
ajst-9443	13	65	aspects	aspect	NOUN
ajst-9443	13	66	,	,	PUNCT
ajst-9443	13	67	such	such	ADJ
ajst-9443	13	68	as	as	ADP
ajst-9443	13	69	material	material	NOUN
ajst-9443	13	70	selection	selection	NOUN
ajst-9443	13	71	,	,	PUNCT
ajst-9443	13	72	improvement	improvement	NOUN
ajst-9443	13	73	of	of	ADP
ajst-9443	13	74	photovoltaic	photovoltaic	NOUN
ajst-9443	13	75	conversion	conversion	NOUN
ajst-9443	13	76	efficiency	efficiency	NOUN
ajst-9443	13	77	,	,	PUNCT
ajst-9443	13	78	and	and	CCONJ
ajst-9443	13	79	enhancement	enhancement	NOUN
ajst-9443	13	80	of	of	ADP
ajst-9443	13	81	stability	stability	NOUN
ajst-9443	13	82	.	.	PUNCT
ajst-9443	14	1	this	this	DET
ajst-9443	14	2	article	article	NOUN
ajst-9443	14	3	will	will	AUX
ajst-9443	14	4	focus	focus	VERB
ajst-9443	14	5	on	on	ADP
ajst-9443	14	6	the	the	DET
ajst-9443	14	7	research	research	NOUN
ajst-9443	14	8	status	status	NOUN
ajst-9443	14	9	and	and	CCONJ
ajst-9443	14	10	significance	significance	NOUN
ajst-9443	14	11	of	of	ADP
ajst-9443	14	12	performance	performance	NOUN
ajst-9443	14	13	optimization	optimization	NOUN
ajst-9443	14	14	of	of	ADP
ajst-9443	14	15	perovskite	perovskite	ADJ
ajst-9443	14	16	solar	solar	ADJ
ajst-9443	14	17	cells	cell	NOUN
ajst-9443	14	18	,	,	PUNCT
ajst-9443	14	19	aiming	aim	VERB
ajst-9443	14	20	to	to	PART
ajst-9443	14	21	provide	provide	VERB
ajst-9443	14	22	reference	reference	NOUN
ajst-9443	14	23	for	for	ADP
ajst-9443	14	24	the	the	DET
ajst-9443	14	25	development	development	NOUN
ajst-9443	14	26	of	of	ADP
ajst-9443	14	27	perovskite	perovskite	ADJ
ajst-9443	14	28	solar	solar	ADJ
ajst-9443	14	29	cells	cell	NOUN
ajst-9443	14	30	.	.	PUNCT
ajst-9443	15	1	2	2	X
ajst-9443	15	2	.	.	X
ajst-9443	15	3	literature	literature	NOUN
ajst-9443	15	4	review	review	PROPN
ajst-9443	15	5	with	with	ADP
ajst-9443	15	6	the	the	DET
ajst-9443	15	7	constant	constant	ADJ
ajst-9443	15	8	progress	progress	NOUN
ajst-9443	15	9	of	of	ADP
ajst-9443	15	10	science	science	NOUN
ajst-9443	15	11	and	and	CCONJ
ajst-9443	15	12	technology	technology	NOUN
ajst-9443	15	13	,	,	PUNCT
ajst-9443	15	14	people	people	NOUN
ajst-9443	15	15	's	's	PART
ajst-9443	15	16	demand	demand	NOUN
ajst-9443	15	17	for	for	ADP
ajst-9443	15	18	resources	resource	NOUN
ajst-9443	15	19	is	be	AUX
ajst-9443	15	20	increasing	increase	VERB
ajst-9443	15	21	.	.	PUNCT
ajst-9443	16	1	solar	solar	ADJ
ajst-9443	16	2	energy	energy	NOUN
ajst-9443	16	3	,	,	PUNCT
ajst-9443	16	4	with	with	ADP
ajst-9443	16	5	its	its	PRON
ajst-9443	16	6	environmental	environmental	ADJ
ajst-9443	16	7	friendliness	friendliness	NOUN
ajst-9443	16	8	and	and	CCONJ
ajst-9443	16	9	lack	lack	NOUN
ajst-9443	16	10	of	of	ADP
ajst-9443	16	11	pollution	pollution	NOUN
ajst-9443	16	12	,	,	PUNCT
ajst-9443	16	13	is	be	AUX
ajst-9443	16	14	one	one	NUM
ajst-9443	16	15	of	of	ADP
ajst-9443	16	16	the	the	DET
ajst-9443	16	17	most	most	ADV
ajst-9443	16	18	researched	research	VERB
ajst-9443	16	19	and	and	CCONJ
ajst-9443	16	20	developable	developable	ADJ
ajst-9443	16	21	energy	energy	NOUN
ajst-9443	16	22	sources.[5	sources.[5	NOUN
ajst-9443	16	23	]	]	X
ajst-9443	16	24	traditional	traditional	ADJ
ajst-9443	16	25	silicon	silicon	NOUN
ajst-9443	16	26	-	-	PUNCT
ajst-9443	16	27	based	base	VERB
ajst-9443	16	28	solar	solar	ADJ
ajst-9443	16	29	cells	cell	NOUN
ajst-9443	16	30	have	have	AUX
ajst-9443	16	31	been	be	AUX
ajst-9443	16	32	limited	limit	VERB
ajst-9443	16	33	in	in	ADP
ajst-9443	16	34	large	large	ADJ
ajst-9443	16	35	-	-	PUNCT
ajst-9443	16	36	scale	scale	NOUN
ajst-9443	16	37	applications	application	NOUN
ajst-9443	16	38	due	due	ADP
ajst-9443	16	39	to	to	ADP
ajst-9443	16	40	problems	problem	NOUN
ajst-9443	16	41	such	such	ADJ
ajst-9443	16	42	as	as	ADP
ajst-9443	16	43	high	high	ADJ
ajst-9443	16	44	manufacturing	manufacturing	NOUN
ajst-9443	16	45	costs	cost	NOUN
ajst-9443	16	46	and	and	CCONJ
ajst-9443	16	47	energy	energy	NOUN
ajst-9443	16	48	loss	loss	NOUN
ajst-9443	16	49	,	,	PUNCT
ajst-9443	16	50	making	make	VERB
ajst-9443	16	51	it	it	PRON
ajst-9443	16	52	a	a	DET
ajst-9443	16	53	priority	priority	NOUN
ajst-9443	16	54	to	to	PART
ajst-9443	16	55	find	find	VERB
ajst-9443	16	56	new	new	ADJ
ajst-9443	16	57	,	,	PUNCT
ajst-9443	16	58	efficient	efficient	ADJ
ajst-9443	16	59	and	and	CCONJ
ajst-9443	16	60	low	low	ADJ
ajst-9443	16	61	-	-	PUNCT
ajst-9443	16	62	cost	cost	NOUN
ajst-9443	16	63	solar	solar	ADJ
ajst-9443	16	64	cell	cell	NOUN
ajst-9443	16	65	materials	material	NOUN
ajst-9443	16	66	.	.	PUNCT
ajst-9443	17	1	perovskite	perovskite	VERB
ajst-9443	17	2	solar	solar	ADJ
ajst-9443	17	3	cells	cell	NOUN
ajst-9443	17	4	have	have	AUX
ajst-9443	17	5	become	become	VERB
ajst-9443	17	6	a	a	DET
ajst-9443	17	7	popular	popular	ADJ
ajst-9443	17	8	choice	choice	NOUN
ajst-9443	17	9	among	among	ADP
ajst-9443	17	10	researchers	researcher	NOUN
ajst-9443	17	11	due	due	ADP
ajst-9443	17	12	to	to	ADP
ajst-9443	17	13	their	their	PRON
ajst-9443	17	14	low	low	ADJ
ajst-9443	17	15	manufacturing	manufacturing	NOUN
ajst-9443	17	16	costs	cost	NOUN
ajst-9443	17	17	and	and	CCONJ
ajst-9443	17	18	high	high	ADJ
ajst-9443	17	19	photovoltaic	photovoltaic	NOUN
ajst-9443	17	20	conversion	conversion	NOUN
ajst-9443	17	21	efficiency.[4	efficiency.[4	X
ajst-9443	17	22	]	]	PUNCT
ajst-9443	17	23	though	though	SCONJ
ajst-9443	17	24	first	first	ADV
ajst-9443	17	25	introduced	introduce	VERB
ajst-9443	17	26	in	in	ADP
ajst-9443	17	27	1991[6	1991[6	NOUN
ajst-9443	17	28	]	]	PUNCT
ajst-9443	17	29	,	,	PUNCT
ajst-9443	17	30	it	it	PRON
ajst-9443	17	31	was	be	AUX
ajst-9443	17	32	n't	not	PART
ajst-9443	17	33	until	until	ADP
ajst-9443	17	34	2009	2009	NUM
ajst-9443	17	35	that	that	PRON
ajst-9443	17	36	snaith	snaith	PROPN
ajst-9443	17	37	and	and	CCONJ
ajst-9443	17	38	his	his	PRON
ajst-9443	17	39	team	team	NOUN
ajst-9443	17	40	discovered	discover	VERB
ajst-9443	17	41	a	a	DET
ajst-9443	17	42	new	new	ADJ
ajst-9443	17	43	type	type	NOUN
ajst-9443	17	44	of	of	ADP
ajst-9443	17	45	organic	organic	ADJ
ajst-9443	17	46	-	-	PUNCT
ajst-9443	17	47	perovskite	perovskite	NOUN
ajst-9443	17	48	material	material	NOUN
ajst-9443	17	49	which	which	PRON
ajst-9443	17	50	led	lead	VERB
ajst-9443	17	51	to	to	PART
ajst-9443	17	52	perovskite	perovskite	VERB
ajst-9443	17	53	solar	solar	ADJ
ajst-9443	17	54	cells	cell	NOUN
ajst-9443	17	55	achieving	achieve	VERB
ajst-9443	17	56	efficiency	efficiency	NOUN
ajst-9443	17	57	above	above	ADP
ajst-9443	17	58	10%.[3	10%.[3	NUM
ajst-9443	17	59	]	]	PUNCT
ajst-9443	17	60	since	since	SCONJ
ajst-9443	17	61	then	then	ADV
ajst-9443	17	62	,	,	PUNCT
ajst-9443	17	63	continuous	continuous	ADJ
ajst-9443	17	64	material	material	NOUN
ajst-9443	17	65	optimization	optimization	NOUN
ajst-9443	17	66	has	have	AUX
ajst-9443	17	67	driven	drive	VERB
ajst-9443	17	68	a	a	DET
ajst-9443	17	69	year	year	NOUN
ajst-9443	17	70	-	-	PUNCT
ajst-9443	17	71	on	on	ADP
ajst-9443	17	72	-	-	PUNCT
ajst-9443	17	73	year	year	NOUN
ajst-9443	17	74	increase	increase	NOUN
ajst-9443	17	75	in	in	ADP
ajst-9443	17	76	perovskite	perovskite	ADJ
ajst-9443	17	77	solar	solar	ADJ
ajst-9443	17	78	cell	cell	NOUN
ajst-9443	17	79	efficiency	efficiency	NOUN
ajst-9443	17	80	,	,	PUNCT
ajst-9443	17	81	eventually	eventually	ADV
ajst-9443	17	82	surpassing	surpass	VERB
ajst-9443	17	83	traditional	traditional	ADJ
ajst-9443	17	84	silicon	silicon	NOUN
ajst-9443	17	85	-	-	PUNCT
ajst-9443	17	86	based	base	VERB
ajst-9443	17	87	solar	solar	ADJ
ajst-9443	17	88	cells.[4	cells.[4	NOUN
ajst-9443	17	89	]	]	PUNCT
ajst-9443	17	90	perovskite	perovskite	NOUN
ajst-9443	17	91	photosensitive	photosensitive	ADJ
ajst-9443	17	92	materials	material	NOUN
ajst-9443	17	93	are	be	AUX
ajst-9443	17	94	the	the	DET
ajst-9443	17	95	key	key	ADJ
ajst-9443	17	96	factors	factor	NOUN
ajst-9443	17	97	determining	determine	VERB
ajst-9443	17	98	the	the	DET
ajst-9443	17	99	performance	performance	NOUN
ajst-9443	17	100	of	of	ADP
ajst-9443	17	101	perovskite	perovskite	ADJ
ajst-9443	17	102	solar	solar	ADJ
ajst-9443	17	103	cells	cell	NOUN
ajst-9443	17	104	.	.	PUNCT
ajst-9443	18	1	initially	initially	ADV
ajst-9443	18	2	,	,	PUNCT
ajst-9443	18	3	tio2	tio2	NOUN
ajst-9443	18	4	films	film	NOUN
ajst-9443	18	5	were	be	AUX
ajst-9443	18	6	used	use	VERB
ajst-9443	18	7	as	as	ADP
ajst-9443	18	8	photosensitive	photosensitive	ADJ
ajst-9443	18	9	materials	material	NOUN
ajst-9443	18	10	in	in	ADP
ajst-9443	18	11	perovskite	perovskite	ADJ
ajst-9443	18	12	solar	solar	ADJ
ajst-9443	18	13	cells	cell	NOUN
ajst-9443	18	14	,	,	PUNCT
ajst-9443	18	15	but	but	CCONJ
ajst-9443	18	16	their	their	PRON
ajst-9443	18	17	efficiency	efficiency	NOUN
ajst-9443	18	18	was	be	AUX
ajst-9443	18	19	low	low	ADJ
ajst-9443	18	20	.	.	PUNCT
ajst-9443	19	1	with	with	ADP
ajst-9443	19	2	further	further	ADJ
ajst-9443	19	3	research	research	NOUN
ajst-9443	19	4	,	,	PUNCT
ajst-9443	19	5	it	it	PRON
ajst-9443	19	6	was	be	AUX
ajst-9443	19	7	found	find	VERB
ajst-9443	19	8	that	that	SCONJ
ajst-9443	19	9	using	use	VERB
ajst-9443	19	10	organic	organic	ADJ
ajst-9443	19	11	-	-	PUNCT
ajst-9443	19	12	inorganic	inorganic	ADJ
ajst-9443	19	13	perovskite	perovskite	NOUN
ajst-9443	19	14	materials	material	NOUN
ajst-9443	19	15	can	can	AUX
ajst-9443	19	16	significantly	significantly	ADV
ajst-9443	19	17	improve	improve	VERB
ajst-9443	19	18	the	the	DET
ajst-9443	19	19	efficiency	efficiency	NOUN
ajst-9443	19	20	of	of	ADP
ajst-9443	19	21	perovskite	perovskite	ADJ
ajst-9443	19	22	solar	solar	ADJ
ajst-9443	19	23	cells.[7	cells.[7	NOUN
ajst-9443	19	24	]	]	PUNCT
ajst-9443	19	25	in	in	ADP
ajst-9443	19	26	organic	organic	ADJ
ajst-9443	19	27	-	-	PUNCT
ajst-9443	19	28	inorganic	inorganic	ADJ
ajst-9443	19	29	perovskite	perovskite	NOUN
ajst-9443	19	30	materials	material	NOUN
ajst-9443	19	31	,	,	PUNCT
ajst-9443	19	32	introducing	introduce	VERB
ajst-9443	19	33	organic	organic	ADJ
ajst-9443	19	34	molecules	molecule	NOUN
ajst-9443	19	35	can	can	AUX
ajst-9443	19	36	change	change	VERB
ajst-9443	19	37	the	the	DET
ajst-9443	19	38	electronic	electronic	ADJ
ajst-9443	19	39	and	and	CCONJ
ajst-9443	19	40	energy	energy	NOUN
ajst-9443	19	41	band	band	NOUN
ajst-9443	19	42	structure	structure	NOUN
ajst-9443	19	43	of	of	ADP
ajst-9443	19	44	the	the	DET
ajst-9443	19	45	material	material	NOUN
ajst-9443	19	46	,	,	PUNCT
ajst-9443	19	47	thereby	thereby	ADV
ajst-9443	19	48	improving	improve	VERB
ajst-9443	19	49	the	the	DET
ajst-9443	19	50	photovoltaic	photovoltaic	NOUN
ajst-9443	19	51	conversion	conversion	NOUN
ajst-9443	19	52	efficiency.[3	efficiency.[3	NOUN
ajst-9443	19	53	]	]	PUNCT
ajst-9443	19	54	the	the	DET
ajst-9443	19	55	photovoltaic	photovoltaic	NOUN
ajst-9443	19	56	conversion	conversion	NOUN
ajst-9443	19	57	efficiency	efficiency	NOUN
ajst-9443	19	58	is	be	AUX
ajst-9443	19	59	one	one	NUM
ajst-9443	19	60	of	of	ADP
ajst-9443	19	61	the	the	DET
ajst-9443	19	62	important	important	ADJ
ajst-9443	19	63	indicators	indicator	NOUN
ajst-9443	19	64	for	for	ADP
ajst-9443	19	65	evaluating	evaluate	VERB
ajst-9443	19	66	solar	solar	ADJ
ajst-9443	19	67	cell	cell	NOUN
ajst-9443	19	68	performance	performance	NOUN
ajst-9443	19	69	.	.	PUNCT
ajst-9443	20	1	currently	currently	ADV
ajst-9443	20	2	,	,	PUNCT
ajst-9443	20	3	the	the	DET
ajst-9443	20	4	photovoltaic	photovoltaic	NOUN
ajst-9443	20	5	conversion	conversion	NOUN
ajst-9443	20	6	efficiency	efficiency	NOUN
ajst-9443	20	7	of	of	ADP
ajst-9443	20	8	perovskite	perovskite	ADJ
ajst-9443	20	9	solar	solar	ADJ
ajst-9443	20	10	cells	cell	NOUN
ajst-9443	20	11	has	have	AUX
ajst-9443	20	12	exceeded	exceed	VERB
ajst-9443	20	13	20%,[6	20%,[6	NOUN
ajst-9443	20	14	]	]	PUNCT
ajst-9443	20	15	and	and	CCONJ
ajst-9443	20	16	has	have	AUX
ajst-9443	20	17	even	even	ADV
ajst-9443	20	18	reached	reach	VERB
ajst-9443	20	19	25.5%,[7	25.5%,[7	NOUN
ajst-9443	20	20	]	]	X
ajst-9443	20	21	which	which	PRON
ajst-9443	20	22	is	be	AUX
ajst-9443	20	23	close	close	ADJ
ajst-9443	20	24	to	to	ADP
ajst-9443	20	25	the	the	DET
ajst-9443	20	26	theoretical	theoretical	ADJ
ajst-9443	20	27	limit	limit	NOUN
ajst-9443	20	28	.	.	PUNCT
ajst-9443	21	1	in	in	ADP
ajst-9443	21	2	improving	improve	VERB
ajst-9443	21	3	photovoltaic	photovoltaic	NOUN
ajst-9443	21	4	conversion	conversion	NOUN
ajst-9443	21	5	efficiency	efficiency	NOUN
ajst-9443	21	6	,	,	PUNCT
ajst-9443	21	7	researchers	researcher	NOUN
ajst-9443	21	8	have	have	AUX
ajst-9443	21	9	used	use	VERB
ajst-9443	21	10	various	various	ADJ
ajst-9443	21	11	methods	method	NOUN
ajst-9443	21	12	,	,	PUNCT
ajst-9443	21	13	such	such	ADJ
ajst-9443	21	14	as	as	ADP
ajst-9443	21	15	optimizing	optimize	VERB
ajst-9443	21	16	the	the	DET
ajst-9443	21	17	photosensitive	photosensitive	ADJ
ajst-9443	21	18	material	material	NOUN
ajst-9443	21	19	structure	structure	NOUN
ajst-9443	21	20	,	,	PUNCT
ajst-9443	21	21	improving	improve	VERB
ajst-9443	21	22	charge	charge	NOUN
ajst-9443	21	23	transfer	transfer	NOUN
ajst-9443	21	24	,	,	PUNCT
ajst-9443	21	25	and	and	CCONJ
ajst-9443	21	26	adjusting	adjust	VERB
ajst-9443	21	27	film	film	NOUN
ajst-9443	21	28	thickness.[8	thickness.[8	ADP
ajst-9443	21	29	]	]	PUNCT
ajst-9443	21	30	in	in	ADP
ajst-9443	21	31	addition	addition	NOUN
ajst-9443	21	32	,	,	PUNCT
ajst-9443	21	33	researchers	researcher	NOUN
ajst-9443	21	34	have	have	AUX
ajst-9443	21	35	further	far	ADV
ajst-9443	21	36	improved	improve	VERB
ajst-9443	21	37	photovoltaic	photovoltaic	NOUN
ajst-9443	21	38	conversion	conversion	NOUN
ajst-9443	21	39	efficiency	efficiency	NOUN
ajst-9443	21	40	through	through	ADP
ajst-9443	21	41	diversification	diversification	NOUN
ajst-9443	21	42	doping	doping	NOUN
ajst-9443	21	43	,	,	PUNCT
ajst-9443	21	44	quantum	quantum	ADJ
ajst-9443	21	45	dots	dot	NOUN
ajst-9443	21	46	,	,	PUNCT
ajst-9443	21	47	and	and	CCONJ
ajst-9443	21	48	other	other	ADJ
ajst-9443	21	49	means.[9	means.[9	NOUN
ajst-9443	21	50	]	]	PUNCT
ajst-9443	21	51	in	in	ADP
ajst-9443	21	52	recent	recent	ADJ
ajst-9443	21	53	years	year	NOUN
ajst-9443	21	54	,	,	PUNCT
ajst-9443	21	55	researchers	researcher	NOUN
ajst-9443	21	56	have	have	AUX
ajst-9443	21	57	achieved	achieve	VERB
ajst-9443	21	58	some	some	DET
ajst-9443	21	59	stability	stability	NOUN
ajst-9443	21	60	improvements	improvement	NOUN
ajst-9443	21	61	by	by	ADP
ajst-9443	21	62	optimizing	optimize	VERB
ajst-9443	21	63	material	material	NOUN
ajst-9443	21	64	structure	structure	NOUN
ajst-9443	21	65	,	,	PUNCT
ajst-9443	21	66	interface	interface	NOUN
ajst-9443	21	67	engineering	engineering	NOUN
ajst-9443	21	68	,	,	PUNCT
ajst-9443	21	69	and	and	CCONJ
ajst-9443	21	70	device	device	NOUN
ajst-9443	21	71	structure.[10,11	structure.[10,11	NOUN
ajst-9443	21	72	]	]	PUNCT
ajst-9443	21	73	in	in	ADP
ajst-9443	21	74	addition	addition	NOUN
ajst-9443	21	75	to	to	ADP
ajst-9443	21	76	material	material	NOUN
ajst-9443	21	77	selection	selection	NOUN
ajst-9443	21	78	and	and	CCONJ
ajst-9443	21	79	performance	performance	NOUN
ajst-9443	21	80	optimization	optimization	NOUN
ajst-9443	21	81	,	,	PUNCT
ajst-9443	21	82	the	the	DET
ajst-9443	21	83	manufacturing	manufacturing	NOUN
ajst-9443	21	84	process	process	NOUN
ajst-9443	21	85	of	of	ADP
ajst-9443	21	86	perovskite	perovskite	ADJ
ajst-9443	21	87	solar	solar	ADJ
ajst-9443	21	88	cells	cell	NOUN
ajst-9443	21	89	is	be	AUX
ajst-9443	21	90	also	also	ADV
ajst-9443	21	91	continuously	continuously	ADV
ajst-9443	21	92	being	be	AUX
ajst-9443	21	93	improved	improve	VERB
ajst-9443	21	94	.	.	PUNCT
ajst-9443	22	1	although	although	SCONJ
ajst-9443	22	2	the	the	DET
ajst-9443	22	3	traditional	traditional	ADJ
ajst-9443	22	4	solution	solution	NOUN
ajst-9443	22	5	spinning	spinning	NOUN
ajst-9443	22	6	process	process	NOUN
ajst-9443	22	7	is	be	AUX
ajst-9443	22	8	simple	simple	ADJ
ajst-9443	22	9	,	,	PUNCT
ajst-9443	22	10	the	the	DET
ajst-9443	22	11	film	film	NOUN
ajst-9443	22	12	quality	quality	NOUN
ajst-9443	22	13	is	be	AUX
ajst-9443	22	14	poor	poor	ADJ
ajst-9443	22	15	.	.	PUNCT
ajst-9443	23	1	therefore	therefore	ADV
ajst-9443	23	2	,	,	PUNCT
ajst-9443	23	3	researchers	researcher	NOUN
ajst-9443	23	4	have	have	AUX
ajst-9443	23	5	used	use	VERB
ajst-9443	23	6	various	various	ADJ
ajst-9443	23	7	new	new	ADJ
ajst-9443	23	8	processes	process	NOUN
ajst-9443	23	9	for	for	ADP
ajst-9443	23	10	higher	high	ADJ
ajst-9443	23	11	film	film	NOUN
ajst-9443	23	12	quality.[12	quality.[12	NOUN
ajst-9443	23	13	]	]	PUNCT
ajst-9443	23	14	in	in	ADP
ajst-9443	23	15	the	the	DET
ajst-9443	23	16	future	future	NOUN
ajst-9443	23	17	,	,	PUNCT
ajst-9443	23	18	with	with	ADP
ajst-9443	23	19	the	the	DET
ajst-9443	23	20	continuous	continuous	ADJ
ajst-9443	23	21	optimization	optimization	NOUN
ajst-9443	23	22	of	of	ADP
ajst-9443	23	23	materials	material	NOUN
ajst-9443	23	24	and	and	CCONJ
ajst-9443	23	25	the	the	DET
ajst-9443	23	26	improvement	improvement	NOUN
ajst-9443	23	27	of	of	ADP
ajst-9443	23	28	performance	performance	NOUN
ajst-9443	23	29	,	,	PUNCT
ajst-9443	23	30	perovskite	perovskite	ADJ
ajst-9443	23	31	solar	solar	ADJ
ajst-9443	23	32	cells	cell	NOUN
ajst-9443	23	33	are	be	AUX
ajst-9443	23	34	expected	expect	VERB
ajst-9443	23	35	to	to	PART
ajst-9443	23	36	become	become	VERB
ajst-9443	23	37	solar	solar	ADJ
ajst-9443	23	38	cells	cell	NOUN
ajst-9443	23	39	that	that	PRON
ajst-9443	23	40	can	can	AUX
ajst-9443	23	41	be	be	AUX
ajst-9443	23	42	commercially	commercially	ADV
ajst-9443	23	43	applied	apply	VERB
ajst-9443	23	44	on	on	ADP
ajst-9443	23	45	a	a	DET
ajst-9443	23	46	large	large	ADJ
ajst-9443	23	47	scale	scale	NOUN
ajst-9443	23	48	.	.	PUNCT
ajst-9443	24	1	at	at	ADP
ajst-9443	24	2	the	the	DET
ajst-9443	24	3	same	same	ADJ
ajst-9443	24	4	time	time	NOUN
ajst-9443	24	5	,	,	PUNCT
ajst-9443	24	6	researchers	researcher	NOUN
ajst-9443	24	7	still	still	ADV
ajst-9443	24	8	need	need	VERB
ajst-9443	24	9	to	to	PART
ajst-9443	24	10	further	far	ADV
ajst-9443	24	11	improve	improve	VERB
ajst-9443	24	12	the	the	DET
ajst-9443	24	13	stability	stability	NOUN
ajst-9443	24	14	and	and	CCONJ
ajst-9443	24	15	manufacturing	manufacturing	NOUN
ajst-9443	24	16	process	process	NOUN
ajst-9443	24	17	of	of	ADP
ajst-9443	24	18	perovskite	perovskite	ADJ
ajst-9443	24	19	solar	solar	ADJ
ajst-9443	24	20	cells	cell	NOUN
ajst-9443	24	21	to	to	PART
ajst-9443	24	22	meet	meet	VERB
ajst-9443	24	23	the	the	DET
ajst-9443	24	24	needs	need	NOUN
ajst-9443	24	25	of	of	ADP
ajst-9443	24	26	practical	practical	ADJ
ajst-9443	24	27	39	39	NUM
ajst-9443	24	28	applications	application	NOUN
ajst-9443	24	29	.	.	PUNCT
ajst-9443	25	1	3	3	X
ajst-9443	25	2	.	.	X
ajst-9443	25	3	the	the	DET
ajst-9443	25	4	basic	basic	ADJ
ajst-9443	25	5	principles	principle	NOUN
ajst-9443	25	6	and	and	CCONJ
ajst-9443	25	7	structure	structure	NOUN
ajst-9443	25	8	of	of	ADP
ajst-9443	25	9	perovskite	perovskite	ADJ
ajst-9443	25	10	solar	solar	ADJ
ajst-9443	25	11	cells	cell	NOUN
ajst-9443	25	12	.	.	PUNCT
ajst-9443	26	1	when	when	SCONJ
ajst-9443	26	2	light	light	NOUN
ajst-9443	26	3	is	be	AUX
ajst-9443	26	4	absorbed	absorb	VERB
ajst-9443	26	5	,	,	PUNCT
ajst-9443	26	6	the	the	DET
ajst-9443	26	7	perovskite	perovskite	NOUN
ajst-9443	26	8	absorbs	absorb	VERB
ajst-9443	26	9	light	light	ADJ
ajst-9443	26	10	energy	energy	NOUN
ajst-9443	26	11	and	and	CCONJ
ajst-9443	26	12	excites	excite	VERB
ajst-9443	26	13	electrons	electron	NOUN
ajst-9443	26	14	,	,	PUNCT
ajst-9443	26	15	creating	create	VERB
ajst-9443	26	16	charged	charge	VERB
ajst-9443	26	17	pairs	pair	NOUN
ajst-9443	26	18	.	.	PUNCT
ajst-9443	27	1	these	these	DET
ajst-9443	27	2	pairs	pair	NOUN
ajst-9443	27	3	are	be	AUX
ajst-9443	27	4	then	then	ADV
ajst-9443	27	5	separated	separate	VERB
ajst-9443	27	6	by	by	ADP
ajst-9443	27	7	the	the	DET
ajst-9443	27	8	electrodes	electrode	NOUN
ajst-9443	27	9	,	,	PUNCT
ajst-9443	27	10	leading	lead	VERB
ajst-9443	27	11	to	to	ADP
ajst-9443	27	12	a	a	DET
ajst-9443	27	13	flow	flow	NOUN
ajst-9443	27	14	of	of	ADP
ajst-9443	27	15	current	current	ADJ
ajst-9443	27	16	and	and	CCONJ
ajst-9443	27	17	the	the	DET
ajst-9443	27	18	conversion	conversion	NOUN
ajst-9443	27	19	of	of	ADP
ajst-9443	27	20	light	light	ADJ
ajst-9443	27	21	energy	energy	NOUN
ajst-9443	27	22	into	into	ADP
ajst-9443	27	23	electricity	electricity	NOUN
ajst-9443	27	24	.	.	PUNCT
ajst-9443	28	1	this	this	PRON
ajst-9443	28	2	is	be	AUX
ajst-9443	28	3	in	in	ADP
ajst-9443	28	4	contrast	contrast	NOUN
ajst-9443	28	5	to	to	ADP
ajst-9443	28	6	traditional	traditional	ADJ
ajst-9443	28	7	silicon	silicon	NOUN
ajst-9443	28	8	-	-	PUNCT
ajst-9443	28	9	based	base	VERB
ajst-9443	28	10	solar	solar	ADJ
ajst-9443	28	11	cells	cell	NOUN
ajst-9443	28	12	,	,	PUNCT
ajst-9443	28	13	which	which	PRON
ajst-9443	28	14	use	use	VERB
ajst-9443	28	15	different	different	ADJ
ajst-9443	28	16	materials	material	NOUN
ajst-9443	28	17	and	and	CCONJ
ajst-9443	28	18	a	a	DET
ajst-9443	28	19	different	different	ADJ
ajst-9443	28	20	method	method	NOUN
ajst-9443	28	21	for	for	ADP
ajst-9443	28	22	generating	generate	VERB
ajst-9443	28	23	power.[3,4,13	power.[3,4,13	PROPN
ajst-9443	28	24	]	]	X
ajst-9443	28	25	its	its	PRON
ajst-9443	28	26	basic	basic	ADJ
ajst-9443	28	27	structure	structure	NOUN
ajst-9443	28	28	of	of	ADP
ajst-9443	28	29	includes	include	VERB
ajst-9443	28	30	an	an	DET
ajst-9443	28	31	absorber	absorber	NOUN
ajst-9443	28	32	,	,	PUNCT
ajst-9443	28	33	electron	electron	NOUN
ajst-9443	28	34	transport	transport	NOUN
ajst-9443	28	35	,	,	PUNCT
ajst-9443	28	36	hole	hole	NOUN
ajst-9443	28	37	transport	transport	NOUN
ajst-9443	28	38	layer	layer	NOUN
ajst-9443	28	39	,	,	PUNCT
ajst-9443	28	40	and	and	CCONJ
ajst-9443	29	1	electrode	electrode	NOUN
ajst-9443	29	2	.	.	PUNCT
ajst-9443	29	3	perovskite	perovskite	ADJ
ajst-9443	29	4	solar	solar	ADJ
ajst-9443	29	5	cells	cell	NOUN
ajst-9443	29	6	are	be	AUX
ajst-9443	29	7	a	a	DET
ajst-9443	29	8	new	new	ADJ
ajst-9443	29	9	type	type	NOUN
ajst-9443	29	10	of	of	ADP
ajst-9443	29	11	solar	solar	ADJ
ajst-9443	29	12	cell	cell	NOUN
ajst-9443	29	13	material	material	NOUN
ajst-9443	29	14	,	,	PUNCT
ajst-9443	29	15	and	and	CCONJ
ajst-9443	29	16	their	their	PRON
ajst-9443	29	17	basic	basic	ADJ
ajst-9443	29	18	principles	principle	NOUN
ajst-9443	29	19	and	and	CCONJ
ajst-9443	29	20	structures	structure	NOUN
ajst-9443	29	21	are	be	AUX
ajst-9443	29	22	different	different	ADJ
ajst-9443	29	23	from	from	ADP
ajst-9443	29	24	traditional	traditional	ADJ
ajst-9443	29	25	siliconbased	siliconbase	VERB
ajst-9443	29	26	solar	solar	ADJ
ajst-9443	29	27	cells	cell	NOUN
ajst-9443	29	28	.	.	PUNCT
ajst-9443	30	1	through	through	ADP
ajst-9443	30	2	in	in	ADP
ajst-9443	30	3	-	-	PUNCT
ajst-9443	30	4	depth	depth	NOUN
ajst-9443	30	5	research	research	NOUN
ajst-9443	30	6	on	on	ADP
ajst-9443	30	7	their	their	PRON
ajst-9443	30	8	structure	structure	NOUN
ajst-9443	30	9	and	and	CCONJ
ajst-9443	30	10	properties	property	NOUN
ajst-9443	30	11	,	,	PUNCT
ajst-9443	30	12	useful	useful	ADJ
ajst-9443	30	13	reference	reference	NOUN
ajst-9443	30	14	can	can	AUX
ajst-9443	30	15	be	be	AUX
ajst-9443	30	16	provided	provide	VERB
ajst-9443	30	17	for	for	ADP
ajst-9443	30	18	their	their	PRON
ajst-9443	30	19	performance	performance	NOUN
ajst-9443	30	20	optimization	optimization	NOUN
ajst-9443	30	21	and	and	CCONJ
ajst-9443	30	22	future	future	ADJ
ajst-9443	30	23	research	research	NOUN
ajst-9443	30	24	directions	direction	NOUN
ajst-9443	30	25	.	.	PUNCT
ajst-9443	31	1	4	4	X
ajst-9443	31	2	.	.	X
ajst-9443	31	3	performance	performance	NOUN
ajst-9443	31	4	optimization	optimization	NOUN
ajst-9443	31	5	research	research	NOUN
ajst-9443	31	6	of	of	ADP
ajst-9443	31	7	perovskite	perovskite	ADJ
ajst-9443	31	8	solar	solar	ADJ
ajst-9443	31	9	cells	cell	NOUN
ajst-9443	31	10	.	.	PUNCT
ajst-9443	32	1	as	as	ADP
ajst-9443	32	2	per	per	ADP
ajst-9443	32	3	the	the	DET
ajst-9443	32	4	development	development	NOUN
ajst-9443	32	5	of	of	ADP
ajst-9443	32	6	perovskite	perovskite	ADJ
ajst-9443	32	7	solar	solar	ADJ
ajst-9443	32	8	cells	cell	NOUN
ajst-9443	32	9	,	,	PUNCT
ajst-9443	32	10	their	their	PRON
ajst-9443	32	11	performance	performance	NOUN
ajst-9443	32	12	has	have	AUX
ajst-9443	32	13	continuously	continuously	ADV
ajst-9443	32	14	improved	improve	VERB
ajst-9443	32	15	.	.	PUNCT
ajst-9443	33	1	however	however	ADV
ajst-9443	33	2	,	,	PUNCT
ajst-9443	33	3	there	there	PRON
ajst-9443	33	4	are	be	VERB
ajst-9443	33	5	still	still	ADV
ajst-9443	33	6	some	some	DET
ajst-9443	33	7	challenges	challenge	NOUN
ajst-9443	33	8	in	in	ADP
ajst-9443	33	9	terms	term	NOUN
ajst-9443	33	10	of	of	ADP
ajst-9443	33	11	efficiency	efficiency	NOUN
ajst-9443	33	12	,	,	PUNCT
ajst-9443	33	13	stability	stability	NOUN
ajst-9443	33	14	,	,	PUNCT
ajst-9443	33	15	and	and	CCONJ
ajst-9443	33	16	sustainability	sustainability	NOUN
ajst-9443	33	17	,	,	PUNCT
ajst-9443	33	18	which	which	PRON
ajst-9443	33	19	need	need	VERB
ajst-9443	33	20	to	to	PART
ajst-9443	33	21	be	be	AUX
ajst-9443	33	22	solved	solve	VERB
ajst-9443	33	23	through	through	ADP
ajst-9443	33	24	research	research	NOUN
ajst-9443	33	25	and	and	CCONJ
ajst-9443	33	26	optimization	optimization	NOUN
ajst-9443	33	27	.	.	PUNCT
ajst-9443	34	1	in	in	ADP
ajst-9443	34	2	perovskite	perovskite	ADJ
ajst-9443	34	3	solar	solar	ADJ
ajst-9443	34	4	cell	cell	NOUN
ajst-9443	34	5	performance	performance	NOUN
ajst-9443	34	6	optimization	optimization	NOUN
ajst-9443	34	7	research	research	NOUN
ajst-9443	34	8	,	,	PUNCT
ajst-9443	34	9	there	there	PRON
ajst-9443	34	10	are	be	VERB
ajst-9443	34	11	many	many	ADJ
ajst-9443	34	12	factors	factor	NOUN
ajst-9443	34	13	that	that	PRON
ajst-9443	34	14	affect	affect	VERB
ajst-9443	34	15	their	their	PRON
ajst-9443	34	16	performance	performance	NOUN
ajst-9443	34	17	,	,	PUNCT
ajst-9443	34	18	such	such	ADJ
ajst-9443	34	19	as	as	ADP
ajst-9443	34	20	absorber	absorber	NOUN
ajst-9443	34	21	materials	material	NOUN
ajst-9443	34	22	,	,	PUNCT
ajst-9443	34	23	charge	charge	NOUN
ajst-9443	34	24	transfer	transfer	NOUN
ajst-9443	34	25	and	and	CCONJ
ajst-9443	34	26	extraction	extraction	NOUN
ajst-9443	34	27	,	,	PUNCT
ajst-9443	34	28	electrode	electrode	NOUN
ajst-9443	34	29	materials	material	NOUN
ajst-9443	34	30	,	,	PUNCT
ajst-9443	34	31	and	and	CCONJ
ajst-9443	34	32	interface	interface	NOUN
ajst-9443	34	33	properties	property	NOUN
ajst-9443	34	34	.	.	PUNCT
ajst-9443	35	1	among	among	ADP
ajst-9443	35	2	them	they	PRON
ajst-9443	35	3	,	,	PUNCT
ajst-9443	35	4	absorber	absorber	NOUN
ajst-9443	35	5	materials	material	NOUN
ajst-9443	35	6	are	be	AUX
ajst-9443	35	7	one	one	NUM
ajst-9443	35	8	of	of	ADP
ajst-9443	35	9	the	the	DET
ajst-9443	35	10	key	key	ADJ
ajst-9443	35	11	factors	factor	NOUN
ajst-9443	35	12	that	that	PRON
ajst-9443	35	13	affect	affect	VERB
ajst-9443	35	14	the	the	DET
ajst-9443	35	15	performance	performance	NOUN
ajst-9443	35	16	of	of	ADP
ajst-9443	35	17	perovskite	perovskite	ADJ
ajst-9443	35	18	solar	solar	ADJ
ajst-9443	35	19	cells	cell	NOUN
ajst-9443	35	20	.	.	PUNCT
ajst-9443	36	1	currently	currently	ADV
ajst-9443	36	2	,	,	PUNCT
ajst-9443	36	3	common	common	ADJ
ajst-9443	36	4	perovskite	perovskite	NOUN
ajst-9443	36	5	absorber	absorber	NOUN
ajst-9443	36	6	materials	material	NOUN
ajst-9443	36	7	include	include	VERB
ajst-9443	36	8	methyl	methyl	NOUN
ajst-9443	36	9	lead	lead	NOUN
ajst-9443	36	10	halides	halide	NOUN
ajst-9443	36	11	,	,	PUNCT
ajst-9443	36	12	lead	lead	VERB
ajst-9443	36	13	chloride	chloride	NOUN
ajst-9443	36	14	perovskites	perovskite	NOUN
ajst-9443	36	15	,	,	PUNCT
ajst-9443	36	16	lead	lead	VERB
ajst-9443	36	17	bismuth	bismuth	NOUN
ajst-9443	36	18	halides	halide	NOUN
ajst-9443	36	19	,	,	PUNCT
ajst-9443	36	20	and	and	CCONJ
ajst-9443	36	21	lead	lead	VERB
ajst-9443	36	22	hydroxide	hydroxide	NOUN
ajst-9443	36	23	perovskites	perovskite	NOUN
ajst-9443	36	24	.	.	PUNCT
ajst-9443	37	1	studies	study	NOUN
ajst-9443	37	2	have	have	AUX
ajst-9443	37	3	shown	show	VERB
ajst-9443	37	4	that	that	SCONJ
ajst-9443	37	5	the	the	DET
ajst-9443	37	6	crystal	crystal	NOUN
ajst-9443	37	7	structure	structure	NOUN
ajst-9443	37	8	,	,	PUNCT
ajst-9443	37	9	bandgap	bandgap	NOUN
ajst-9443	37	10	,	,	PUNCT
ajst-9443	37	11	grain	grain	NOUN
ajst-9443	37	12	boundaries	boundary	NOUN
ajst-9443	37	13	,	,	PUNCT
ajst-9443	37	14	and	and	CCONJ
ajst-9443	37	15	defects	defect	NOUN
ajst-9443	37	16	of	of	ADP
ajst-9443	37	17	these	these	DET
ajst-9443	37	18	materials	material	NOUN
ajst-9443	37	19	all	all	PRON
ajst-9443	37	20	have	have	VERB
ajst-9443	37	21	important	important	ADJ
ajst-9443	37	22	impacts	impact	NOUN
ajst-9443	37	23	on	on	ADP
ajst-9443	37	24	the	the	DET
ajst-9443	37	25	performance	performance	NOUN
ajst-9443	37	26	of	of	ADP
ajst-9443	37	27	perovskite	perovskite	ADJ
ajst-9443	37	28	solar	solar	ADJ
ajst-9443	37	29	cells	cell	NOUN
ajst-9443	37	30	[	[	X
ajst-9443	37	31	14,15	14,15	NUM
ajst-9443	37	32	]	]	PUNCT
ajst-9443	37	33	.	.	PUNCT
ajst-9443	38	1	energy	energy	NOUN
ajst-9443	38	2	level	level	NOUN
ajst-9443	38	3	alignment	alignment	NOUN
ajst-9443	38	4	,	,	PUNCT
ajst-9443	38	5	interface	interface	NOUN
ajst-9443	38	6	contacts	contact	NOUN
ajst-9443	38	7	,	,	PUNCT
ajst-9443	38	8	and	and	CCONJ
ajst-9443	38	9	charge	charge	NOUN
ajst-9443	38	10	recombination	recombination	NOUN
ajst-9443	38	11	between	between	ADP
ajst-9443	38	12	these	these	DET
ajst-9443	38	13	layers	layer	NOUN
ajst-9443	38	14	can	can	AUX
ajst-9443	38	15	all	all	PRON
ajst-9443	38	16	influence	influence	VERB
ajst-9443	38	17	the	the	DET
ajst-9443	38	18	performance	performance	NOUN
ajst-9443	38	19	of	of	ADP
ajst-9443	38	20	perovskite	perovskite	ADJ
ajst-9443	38	21	solar	solar	ADJ
ajst-9443	38	22	cells	cell	NOUN
ajst-9443	38	23	[	[	X
ajst-9443	38	24	13,16	13,16	NUM
ajst-9443	38	25	]	]	PUNCT
ajst-9443	38	26	.	.	PUNCT
ajst-9443	39	1	furthermore	furthermore	ADV
ajst-9443	39	2	,	,	PUNCT
ajst-9443	39	3	the	the	DET
ajst-9443	39	4	stability	stability	NOUN
ajst-9443	39	5	and	and	CCONJ
ajst-9443	39	6	sustainability	sustainability	NOUN
ajst-9443	39	7	of	of	ADP
ajst-9443	39	8	perovskite	perovskite	ADJ
ajst-9443	39	9	solar	solar	ADJ
ajst-9443	39	10	cells	cell	NOUN
ajst-9443	39	11	are	be	AUX
ajst-9443	39	12	also	also	ADV
ajst-9443	39	13	a	a	DET
ajst-9443	39	14	hot	hot	ADJ
ajst-9443	39	15	topic	topic	NOUN
ajst-9443	39	16	of	of	ADP
ajst-9443	39	17	research	research	NOUN
ajst-9443	39	18	.	.	PUNCT
ajst-9443	40	1	perovskite	perovskite	ADJ
ajst-9443	40	2	solar	solar	ADJ
ajst-9443	40	3	cells	cell	NOUN
ajst-9443	40	4	are	be	AUX
ajst-9443	40	5	prone	prone	ADJ
ajst-9443	40	6	to	to	ADP
ajst-9443	40	7	degradation	degradation	NOUN
ajst-9443	40	8	and	and	CCONJ
ajst-9443	40	9	decay	decay	VERB
ajst-9443	40	10	under	under	ADP
ajst-9443	40	11	the	the	DET
ajst-9443	40	12	influence	influence	NOUN
ajst-9443	40	13	of	of	ADP
ajst-9443	40	14	environmental	environmental	ADJ
ajst-9443	40	15	factors	factor	NOUN
ajst-9443	40	16	such	such	ADJ
ajst-9443	40	17	as	as	ADP
ajst-9443	40	18	light	light	NOUN
ajst-9443	40	19	,	,	PUNCT
ajst-9443	40	20	moisture	moisture	NOUN
ajst-9443	40	21	,	,	PUNCT
ajst-9443	40	22	and	and	CCONJ
ajst-9443	40	23	temperature	temperature	NOUN
ajst-9443	40	24	.	.	PUNCT
ajst-9443	41	1	therefore	therefore	ADV
ajst-9443	41	2	,	,	PUNCT
ajst-9443	41	3	studying	study	VERB
ajst-9443	41	4	how	how	SCONJ
ajst-9443	41	5	to	to	PART
ajst-9443	41	6	improve	improve	VERB
ajst-9443	41	7	the	the	DET
ajst-9443	41	8	stability	stability	NOUN
ajst-9443	41	9	and	and	CCONJ
ajst-9443	41	10	sustainability	sustainability	NOUN
ajst-9443	41	11	of	of	ADP
ajst-9443	41	12	perovskite	perovskite	ADJ
ajst-9443	41	13	solar	solar	ADJ
ajst-9443	41	14	cells	cell	NOUN
ajst-9443	41	15	has	have	AUX
ajst-9443	41	16	become	become	VERB
ajst-9443	41	17	one	one	NUM
ajst-9443	41	18	of	of	ADP
ajst-9443	41	19	the	the	DET
ajst-9443	41	20	current	current	ADJ
ajst-9443	41	21	research	research	NOUN
ajst-9443	41	22	priorities	priority	NOUN
ajst-9443	41	23	[	[	X
ajst-9443	41	24	17,18	17,18	X
ajst-9443	41	25	]	]	X
ajst-9443	41	26	.	.	PUNCT
ajst-9443	42	1	5	5	X
ajst-9443	42	2	.	.	X
ajst-9443	42	3	the	the	DET
ajst-9443	42	4	future	future	ADJ
ajst-9443	42	5	development	development	NOUN
ajst-9443	42	6	direction	direction	NOUN
ajst-9443	42	7	of	of	ADP
ajst-9443	42	8	perovskite	perovskite	ADJ
ajst-9443	42	9	solar	solar	ADJ
ajst-9443	42	10	cells	cell	NOUN
ajst-9443	42	11	the	the	DET
ajst-9443	42	12	future	future	ADJ
ajst-9443	42	13	development	development	NOUN
ajst-9443	42	14	direction	direction	NOUN
ajst-9443	42	15	are	be	AUX
ajst-9443	42	16	high	high	ADJ
ajst-9443	42	17	efficiency	efficiency	NOUN
ajst-9443	42	18	,	,	PUNCT
ajst-9443	42	19	low	low	ADJ
ajst-9443	42	20	cost	cost	NOUN
ajst-9443	42	21	,	,	PUNCT
ajst-9443	42	22	and	and	CCONJ
ajst-9443	42	23	easy	easy	ADJ
ajst-9443	42	24	preparation	preparation	NOUN
ajst-9443	42	25	.	.	PUNCT
ajst-9443	43	1	currently	currently	ADV
ajst-9443	43	2	,	,	PUNCT
ajst-9443	43	3	the	the	DET
ajst-9443	43	4	photoelectric	photoelectric	ADJ
ajst-9443	43	5	conversion	conversion	NOUN
ajst-9443	43	6	efficiency	efficiency	NOUN
ajst-9443	43	7	has	have	AUX
ajst-9443	43	8	reached	reach	VERB
ajst-9443	43	9	23.7%[19	23.7%[19	NUM
ajst-9443	43	10	]	]	PUNCT
ajst-9443	43	11	.	.	PUNCT
ajst-9443	44	1	therefore	therefore	ADV
ajst-9443	44	2	,	,	PUNCT
ajst-9443	44	3	future	future	ADJ
ajst-9443	44	4	research	research	NOUN
ajst-9443	44	5	needs	need	VERB
ajst-9443	44	6	to	to	PART
ajst-9443	44	7	explore	explore	VERB
ajst-9443	44	8	better	well	ADJ
ajst-9443	44	9	light	light	ADJ
ajst-9443	44	10	-	-	PUNCT
ajst-9443	44	11	absorbing	absorb	VERB
ajst-9443	44	12	materials	material	NOUN
ajst-9443	44	13	,	,	PUNCT
ajst-9443	44	14	optimize	optimize	NOUN
ajst-9443	44	15	charge	charge	NOUN
ajst-9443	44	16	transfer	transfer	NOUN
ajst-9443	44	17	and	and	CCONJ
ajst-9443	44	18	extraction	extraction	NOUN
ajst-9443	44	19	methods	method	NOUN
ajst-9443	44	20	,	,	PUNCT
ajst-9443	44	21	and	and	CCONJ
ajst-9443	44	22	further	far	ADV
ajst-9443	44	23	improve	improve	VERB
ajst-9443	44	24	the	the	DET
ajst-9443	44	25	efficiency	efficiency	NOUN
ajst-9443	44	26	.	.	PUNCT
ajst-9443	45	1	secondly	secondly	ADV
ajst-9443	45	2	,	,	PUNCT
ajst-9443	45	3	the	the	DET
ajst-9443	45	4	stability	stability	NOUN
ajst-9443	45	5	and	and	CCONJ
ajst-9443	45	6	sustainability	sustainability	NOUN
ajst-9443	45	7	of	of	ADP
ajst-9443	45	8	perovskite	perovskite	ADJ
ajst-9443	45	9	solar	solar	ADJ
ajst-9443	45	10	cells	cell	NOUN
ajst-9443	45	11	still	still	ADV
ajst-9443	45	12	have	have	VERB
ajst-9443	45	13	certain	certain	ADJ
ajst-9443	45	14	problems	problem	NOUN
ajst-9443	45	15	,	,	PUNCT
ajst-9443	45	16	and	and	CCONJ
ajst-9443	45	17	they	they	PRON
ajst-9443	45	18	are	be	AUX
ajst-9443	45	19	prone	prone	ADJ
ajst-9443	45	20	to	to	ADP
ajst-9443	45	21	degradation	degradation	NOUN
ajst-9443	45	22	and	and	CCONJ
ajst-9443	45	23	attenuation	attenuation	NOUN
ajst-9443	45	24	under	under	ADP
ajst-9443	45	25	humid	humid	NOUN
ajst-9443	45	26	,	,	PUNCT
ajst-9443	45	27	light	light	ADJ
ajst-9443	45	28	,	,	PUNCT
ajst-9443	45	29	and	and	CCONJ
ajst-9443	45	30	hightemperature	hightemperature	ADJ
ajst-9443	45	31	environments	environment	NOUN
ajst-9443	45	32	.	.	PUNCT
ajst-9443	46	1	therefore	therefore	ADV
ajst-9443	46	2	,	,	PUNCT
ajst-9443	46	3	future	future	ADJ
ajst-9443	46	4	research	research	NOUN
ajst-9443	46	5	needs	need	VERB
ajst-9443	46	6	to	to	PART
ajst-9443	46	7	explore	explore	VERB
ajst-9443	46	8	better	well	ADV
ajst-9443	46	9	stable	stable	ADJ
ajst-9443	46	10	and	and	CCONJ
ajst-9443	46	11	sustainable	sustainable	ADJ
ajst-9443	46	12	perovskite	perovskite	NOUN
ajst-9443	46	13	materials	material	NOUN
ajst-9443	46	14	,	,	PUNCT
ajst-9443	46	15	optimize	optimize	VERB
ajst-9443	46	16	the	the	DET
ajst-9443	46	17	packaging	packaging	NOUN
ajst-9443	46	18	and	and	CCONJ
ajst-9443	46	19	protection	protection	NOUN
ajst-9443	46	20	,	,	PUNCT
ajst-9443	46	21	and	and	CCONJ
ajst-9443	46	22	improve	improve	VERB
ajst-9443	46	23	their	their	PRON
ajst-9443	46	24	stability	stability	NOUN
ajst-9443	46	25	and	and	CCONJ
ajst-9443	46	26	sustainability	sustainability	NOUN
ajst-9443	46	27	in	in	ADP
ajst-9443	46	28	practical	practical	ADJ
ajst-9443	46	29	applications	application	NOUN
ajst-9443	46	30	.	.	PUNCT
ajst-9443	47	1	in	in	ADP
ajst-9443	47	2	addition	addition	NOUN
ajst-9443	47	3	,	,	PUNCT
ajst-9443	47	4	most	most	ADJ
ajst-9443	47	5	of	of	ADP
ajst-9443	47	6	the	the	DET
ajst-9443	47	7	preparation	preparation	NOUN
ajst-9443	47	8	methods	method	NOUN
ajst-9443	47	9	are	be	AUX
ajst-9443	47	10	based	base	VERB
ajst-9443	47	11	on	on	ADP
ajst-9443	47	12	traditional	traditional	ADJ
ajst-9443	47	13	solution	solution	NOUN
ajst-9443	47	14	methods	method	NOUN
ajst-9443	47	15	,	,	PUNCT
ajst-9443	47	16	but	but	CCONJ
ajst-9443	47	17	this	this	DET
ajst-9443	47	18	method	method	NOUN
ajst-9443	47	19	has	have	VERB
ajst-9443	47	20	problems	problem	NOUN
ajst-9443	47	21	such	such	ADJ
ajst-9443	47	22	as	as	ADP
ajst-9443	47	23	high	high	ADJ
ajst-9443	47	24	cost	cost	NOUN
ajst-9443	47	25	and	and	CCONJ
ajst-9443	47	26	environmental	environmental	ADJ
ajst-9443	47	27	pollution	pollution	NOUN
ajst-9443	47	28	in	in	ADP
ajst-9443	47	29	large	large	ADJ
ajst-9443	47	30	-	-	PUNCT
ajst-9443	47	31	scale	scale	NOUN
ajst-9443	47	32	production	production	NOUN
ajst-9443	47	33	.	.	PUNCT
ajst-9443	48	1	therefore	therefore	ADV
ajst-9443	48	2	,	,	PUNCT
ajst-9443	48	3	future	future	ADJ
ajst-9443	48	4	research	research	NOUN
ajst-9443	48	5	needs	need	VERB
ajst-9443	48	6	to	to	PART
ajst-9443	48	7	explore	explore	VERB
ajst-9443	48	8	better	well	ADJ
ajst-9443	48	9	preparation	preparation	NOUN
ajst-9443	48	10	methods	method	NOUN
ajst-9443	48	11	to	to	PART
ajst-9443	48	12	reduce	reduce	VERB
ajst-9443	48	13	production	production	NOUN
ajst-9443	48	14	costs	cost	NOUN
ajst-9443	48	15	,	,	PUNCT
ajst-9443	48	16	improve	improve	VERB
ajst-9443	48	17	preparation	preparation	NOUN
ajst-9443	48	18	efficiency	efficiency	NOUN
ajst-9443	48	19	and	and	CCONJ
ajst-9443	48	20	environmental	environmental	ADJ
ajst-9443	48	21	friendliness	friendliness	NOUN
ajst-9443	48	22	.	.	PUNCT
ajst-9443	49	1	finally	finally	ADV
ajst-9443	49	2	,	,	PUNCT
ajst-9443	49	3	the	the	DET
ajst-9443	49	4	promotion	promotion	NOUN
ajst-9443	49	5	and	and	CCONJ
ajst-9443	49	6	popularization	popularization	NOUN
ajst-9443	49	7	of	of	ADP
ajst-9443	49	8	perovskite	perovskite	ADJ
ajst-9443	49	9	solar	solar	ADJ
ajst-9443	49	10	cells	cell	NOUN
ajst-9443	49	11	in	in	ADP
ajst-9443	49	12	practical	practical	ADJ
ajst-9443	49	13	applications	application	NOUN
ajst-9443	49	14	are	be	AUX
ajst-9443	49	15	also	also	ADV
ajst-9443	49	16	one	one	NUM
ajst-9443	49	17	of	of	ADP
ajst-9443	49	18	the	the	DET
ajst-9443	49	19	key	key	ADJ
ajst-9443	49	20	research	research	NOUN
ajst-9443	49	21	areas	area	NOUN
ajst-9443	49	22	in	in	ADP
ajst-9443	49	23	the	the	DET
ajst-9443	49	24	future	future	NOUN
ajst-9443	49	25	.	.	PUNCT
ajst-9443	50	1	therefore	therefore	ADV
ajst-9443	50	2	,	,	PUNCT
ajst-9443	50	3	future	future	ADJ
ajst-9443	50	4	research	research	NOUN
ajst-9443	50	5	needs	need	VERB
ajst-9443	50	6	to	to	PART
ajst-9443	50	7	explore	explore	VERB
ajst-9443	50	8	better	well	ADJ
ajst-9443	50	9	commercialization	commercialization	NOUN
ajst-9443	50	10	methods	method	NOUN
ajst-9443	50	11	,	,	PUNCT
ajst-9443	50	12	reduce	reduce	VERB
ajst-9443	50	13	manufacturing	manufacturing	NOUN
ajst-9443	50	14	costs	cost	NOUN
ajst-9443	50	15	,	,	PUNCT
ajst-9443	50	16	and	and	CCONJ
ajst-9443	50	17	improve	improve	VERB
ajst-9443	50	18	production	production	NOUN
ajst-9443	50	19	efficiency	efficiency	NOUN
ajst-9443	50	20	to	to	PART
ajst-9443	50	21	promote	promote	VERB
ajst-9443	50	22	the	the	DET
ajst-9443	50	23	industrialization	industrialization	NOUN
ajst-9443	50	24	and	and	CCONJ
ajst-9443	50	25	commercialization	commercialization	NOUN
ajst-9443	50	26	of	of	ADP
ajst-9443	50	27	perovskite	perovskite	ADJ
ajst-9443	50	28	solar	solar	ADJ
ajst-9443	50	29	cells	cell	NOUN
ajst-9443	50	30	.	.	PUNCT
ajst-9443	51	1	in	in	ADP
ajst-9443	51	2	summary	summary	NOUN
ajst-9443	51	3	,	,	PUNCT
ajst-9443	51	4	perovskite	perovskite	ADJ
ajst-9443	51	5	solar	solar	ADJ
ajst-9443	51	6	cells	cell	NOUN
ajst-9443	51	7	are	be	AUX
ajst-9443	51	8	a	a	DET
ajst-9443	51	9	rapidly	rapidly	ADV
ajst-9443	51	10	developing	develop	VERB
ajst-9443	51	11	new	new	ADJ
ajst-9443	51	12	type	type	NOUN
ajst-9443	51	13	of	of	ADP
ajst-9443	51	14	solar	solar	ADJ
ajst-9443	51	15	cell	cell	NOUN
ajst-9443	51	16	in	in	ADP
ajst-9443	51	17	the	the	DET
ajst-9443	51	18	field	field	NOUN
ajst-9443	51	19	of	of	ADP
ajst-9443	51	20	solar	solar	ADJ
ajst-9443	51	21	energy	energy	NOUN
ajst-9443	51	22	,	,	PUNCT
ajst-9443	51	23	with	with	ADP
ajst-9443	51	24	broad	broad	ADJ
ajst-9443	51	25	application	application	NOUN
ajst-9443	51	26	prospects	prospect	NOUN
ajst-9443	51	27	and	and	CCONJ
ajst-9443	51	28	research	research	NOUN
ajst-9443	51	29	value	value	NOUN
ajst-9443	51	30	.	.	PUNCT
ajst-9443	52	1	future	future	ADJ
ajst-9443	52	2	research	research	NOUN
ajst-9443	52	3	should	should	AUX
ajst-9443	52	4	focus	focus	VERB
ajst-9443	52	5	on	on	ADP
ajst-9443	52	6	improving	improve	VERB
ajst-9443	52	7	photoelectric	photoelectric	ADJ
ajst-9443	52	8	conversion	conversion	NOUN
ajst-9443	52	9	efficiency	efficiency	NOUN
ajst-9443	52	10	,	,	PUNCT
ajst-9443	52	11	stability	stability	NOUN
ajst-9443	52	12	and	and	CCONJ
ajst-9443	52	13	sustainability	sustainability	NOUN
ajst-9443	52	14	,	,	PUNCT
ajst-9443	52	15	exploring	explore	VERB
ajst-9443	52	16	new	new	ADJ
ajst-9443	52	17	preparation	preparation	NOUN
ajst-9443	52	18	methods	method	NOUN
ajst-9443	52	19	and	and	CCONJ
ajst-9443	52	20	commercialization	commercialization	NOUN
ajst-9443	52	21	pathways	pathway	NOUN
ajst-9443	52	22	,	,	PUNCT
ajst-9443	52	23	optimizing	optimize	VERB
ajst-9443	52	24	performance	performance	NOUN
ajst-9443	52	25	in	in	ADP
ajst-9443	52	26	different	different	ADJ
ajst-9443	52	27	application	application	NOUN
ajst-9443	52	28	scenarios	scenario	NOUN
ajst-9443	52	29	,	,	PUNCT
ajst-9443	52	30	and	and	CCONJ
ajst-9443	52	31	designing	design	VERB
ajst-9443	52	32	and	and	CCONJ
ajst-9443	52	33	preparing	prepare	VERB
ajst-9443	52	34	perovskite	perovskite	ADJ
ajst-9443	52	35	solar	solar	ADJ
ajst-9443	52	36	cells	cell	NOUN
ajst-9443	52	37	with	with	ADP
ajst-9443	52	38	specific	specific	ADJ
ajst-9443	52	39	properties	property	NOUN
ajst-9443	52	40	and	and	CCONJ
ajst-9443	52	41	features	feature	NOUN
ajst-9443	52	42	according	accord	VERB
ajst-9443	52	43	to	to	ADP
ajst-9443	52	44	different	different	ADJ
ajst-9443	52	45	application	application	NOUN
ajst-9443	52	46	scenarios	scenario	NOUN
ajst-9443	52	47	.	.	PUNCT
ajst-9443	53	1	in	in	ADP
ajst-9443	53	2	addition	addition	NOUN
ajst-9443	53	3	,	,	PUNCT
ajst-9443	53	4	future	future	ADJ
ajst-9443	53	5	research	research	NOUN
ajst-9443	53	6	should	should	AUX
ajst-9443	53	7	also	also	ADV
ajst-9443	53	8	consider	consider	VERB
ajst-9443	53	9	the	the	DET
ajst-9443	53	10	performance	performance	NOUN
ajst-9443	53	11	optimization	optimization	NOUN
ajst-9443	53	12	of	of	ADP
ajst-9443	53	13	perovskite	perovskite	ADJ
ajst-9443	53	14	solar	solar	ADJ
ajst-9443	53	15	cells	cell	NOUN
ajst-9443	53	16	in	in	ADP
ajst-9443	53	17	different	different	ADJ
ajst-9443	53	18	application	application	NOUN
ajst-9443	53	19	scenarios	scenario	NOUN
ajst-9443	53	20	.	.	PUNCT
ajst-9443	54	1	for	for	ADP
ajst-9443	54	2	example	example	NOUN
ajst-9443	54	3	,	,	PUNCT
ajst-9443	54	4	in	in	ADP
ajst-9443	54	5	the	the	DET
ajst-9443	54	6	field	field	NOUN
ajst-9443	54	7	of	of	ADP
ajst-9443	54	8	building	building	NOUN
ajst-9443	54	9	integration	integration	NOUN
ajst-9443	54	10	,	,	PUNCT
ajst-9443	54	11	perovskite	perovskite	VERB
ajst-9443	54	12	solar	solar	ADJ
ajst-9443	54	13	cells	cell	NOUN
ajst-9443	54	14	need	need	VERB
ajst-9443	54	15	to	to	PART
ajst-9443	54	16	have	have	VERB
ajst-9443	54	17	high	high	ADJ
ajst-9443	54	18	transparency	transparency	NOUN
ajst-9443	54	19	and	and	CCONJ
ajst-9443	54	20	flexibility	flexibility	NOUN
ajst-9443	54	21	to	to	PART
ajst-9443	54	22	adapt	adapt	VERB
ajst-9443	54	23	to	to	ADP
ajst-9443	54	24	different	different	ADJ
ajst-9443	54	25	shapes	shape	NOUN
ajst-9443	54	26	and	and	CCONJ
ajst-9443	54	27	requirements	requirement	NOUN
ajst-9443	54	28	of	of	ADP
ajst-9443	54	29	buildings[20	buildings[20	NOUN
ajst-9443	54	30	]	]	PUNCT
ajst-9443	54	31	.	.	PUNCT
ajst-9443	55	1	in	in	ADP
ajst-9443	55	2	the	the	DET
ajst-9443	55	3	field	field	NOUN
ajst-9443	55	4	of	of	ADP
ajst-9443	55	5	wearable	wearable	ADJ
ajst-9443	55	6	electronic	electronic	ADJ
ajst-9443	55	7	devices	device	NOUN
ajst-9443	55	8	,	,	PUNCT
ajst-9443	55	9	perovskite	perovskite	VERB
ajst-9443	55	10	solar	solar	ADJ
ajst-9443	55	11	cells	cell	NOUN
ajst-9443	55	12	need	need	VERB
ajst-9443	55	13	to	to	PART
ajst-9443	55	14	have	have	VERB
ajst-9443	55	15	high	high	ADJ
ajst-9443	55	16	flexibility	flexibility	NOUN
ajst-9443	55	17	and	and	CCONJ
ajst-9443	55	18	bendability	bendability	NOUN
ajst-9443	55	19	to	to	PART
ajst-9443	55	20	adapt	adapt	VERB
ajst-9443	55	21	to	to	ADP
ajst-9443	55	22	different	different	ADJ
ajst-9443	55	23	wearing	wear	VERB
ajst-9443	55	24	methods	method	NOUN
ajst-9443	55	25	and	and	CCONJ
ajst-9443	55	26	usage	usage	NOUN
ajst-9443	55	27	scenarios[21	scenarios[21	NOUN
ajst-9443	55	28	]	]	PUNCT
ajst-9443	55	29	.	.	PUNCT
ajst-9443	56	1	therefore	therefore	ADV
ajst-9443	56	2	,	,	PUNCT
ajst-9443	56	3	future	future	ADJ
ajst-9443	56	4	research	research	NOUN
ajst-9443	56	5	needs	need	VERB
ajst-9443	56	6	to	to	PART
ajst-9443	56	7	design	design	VERB
ajst-9443	56	8	and	and	CCONJ
ajst-9443	56	9	prepare	prepare	VERB
ajst-9443	56	10	perovskite	perovskite	ADJ
ajst-9443	56	11	solar	solar	ADJ
ajst-9443	56	12	cells	cell	NOUN
ajst-9443	56	13	with	with	ADP
ajst-9443	56	14	specific	specific	ADJ
ajst-9443	56	15	properties	property	NOUN
ajst-9443	56	16	and	and	CCONJ
ajst-9443	56	17	features	feature	NOUN
ajst-9443	56	18	according	accord	VERB
ajst-9443	56	19	to	to	ADP
ajst-9443	56	20	different	different	ADJ
ajst-9443	56	21	application	application	NOUN
ajst-9443	56	22	scenarios	scenario	NOUN
ajst-9443	56	23	.	.	PUNCT
ajst-9443	57	1	in	in	ADP
ajst-9443	57	2	conclusion	conclusion	NOUN
ajst-9443	57	3	,	,	PUNCT
ajst-9443	57	4	perovskite	perovskite	ADJ
ajst-9443	57	5	solar	solar	ADJ
ajst-9443	57	6	cells	cell	NOUN
ajst-9443	57	7	have	have	VERB
ajst-9443	57	8	broad	broad	ADJ
ajst-9443	57	9	application	application	NOUN
ajst-9443	57	10	prospects	prospect	NOUN
ajst-9443	57	11	and	and	CCONJ
ajst-9443	57	12	research	research	NOUN
ajst-9443	57	13	value	value	NOUN
ajst-9443	57	14	,	,	PUNCT
ajst-9443	57	15	and	and	CCONJ
ajst-9443	57	16	future	future	ADJ
ajst-9443	57	17	research	research	NOUN
ajst-9443	57	18	should	should	AUX
ajst-9443	57	19	focus	focus	VERB
ajst-9443	57	20	on	on	ADP
ajst-9443	57	21	improving	improve	VERB
ajst-9443	57	22	photoelectric	photoelectric	ADJ
ajst-9443	57	23	conversion	conversion	NOUN
ajst-9443	57	24	efficiency	efficiency	NOUN
ajst-9443	57	25	,	,	PUNCT
ajst-9443	57	26	stability	stability	NOUN
ajst-9443	57	27	and	and	CCONJ
ajst-9443	57	28	sustainability	sustainability	NOUN
ajst-9443	57	29	,	,	PUNCT
ajst-9443	57	30	exploring	explore	VERB
ajst-9443	57	31	new	new	ADJ
ajst-9443	57	32	preparation	preparation	NOUN
ajst-9443	57	33	methods	method	NOUN
ajst-9443	57	34	and	and	CCONJ
ajst-9443	57	35	commercialization	commercialization	NOUN
ajst-9443	57	36	pathways	pathway	NOUN
ajst-9443	57	37	,	,	PUNCT
ajst-9443	57	38	optimizing	optimize	VERB
ajst-9443	57	39	performance	performance	NOUN
ajst-9443	57	40	in	in	ADP
ajst-9443	57	41	different	different	ADJ
ajst-9443	57	42	application	application	NOUN
ajst-9443	57	43	scenarios	scenario	NOUN
ajst-9443	57	44	,	,	PUNCT
ajst-9443	57	45	and	and	CCONJ
ajst-9443	57	46	designing	design	VERB
ajst-9443	57	47	and	and	CCONJ
ajst-9443	57	48	preparing	prepare	VERB
ajst-9443	57	49	perovskite	perovskite	ADJ
ajst-9443	57	50	solar	solar	ADJ
ajst-9443	57	51	cells	cell	NOUN
ajst-9443	57	52	with	with	ADP
ajst-9443	57	53	specific	specific	ADJ
ajst-9443	57	54	properties	property	NOUN
ajst-9443	57	55	and	and	CCONJ
ajst-9443	57	56	features	feature	NOUN
ajst-9443	57	57	according	accord	VERB
ajst-9443	57	58	to	to	ADP
ajst-9443	57	59	different	different	ADJ
ajst-9443	57	60	application	application	NOUN
ajst-9443	57	61	scenarios	scenario	NOUN
ajst-9443	57	62	.	.	PUNCT
ajst-9443	58	1	6	6	X
ajst-9443	58	2	.	.	X
ajst-9443	58	3	conclusion	conclusion	NOUN
ajst-9443	58	4	this	this	DET
ajst-9443	58	5	article	article	NOUN
ajst-9443	58	6	mainly	mainly	ADV
ajst-9443	58	7	introduces	introduce	VERB
ajst-9443	58	8	the	the	DET
ajst-9443	58	9	research	research	NOUN
ajst-9443	58	10	status	status	NOUN
ajst-9443	58	11	,	,	PUNCT
ajst-9443	58	12	performance	performance	NOUN
ajst-9443	58	13	optimization	optimization	NOUN
ajst-9443	58	14	,	,	PUNCT
ajst-9443	58	15	and	and	CCONJ
ajst-9443	58	16	future	future	NOUN
ajst-9443	58	17	of	of	ADP
ajst-9443	58	18	perovskite	perovskite	ADJ
ajst-9443	58	19	solar	solar	ADJ
ajst-9443	58	20	cells	cell	NOUN
ajst-9443	58	21	.	.	PUNCT
ajst-9443	59	1	firstly	firstly	ADV
ajst-9443	59	2	,	,	PUNCT
ajst-9443	59	3	the	the	DET
ajst-9443	59	4	photoelectric	photoelectric	ADJ
ajst-9443	59	5	conversion	conversion	NOUN
ajst-9443	59	6	efficiency	efficiency	NOUN
ajst-9443	59	7	of	of	ADP
ajst-9443	59	8	perovskite	perovskite	ADJ
ajst-9443	59	9	solar	solar	ADJ
ajst-9443	59	10	cells	cell	NOUN
ajst-9443	59	11	has	have	AUX
ajst-9443	59	12	reached	reach	VERB
ajst-9443	59	13	23.7	23.7	NUM
ajst-9443	59	14	%	%	NOUN
ajst-9443	59	15	,	,	PUNCT
ajst-9443	59	16	which	which	PRON
ajst-9443	59	17	remains	remain	VERB
ajst-9443	59	18	to	to	PART
ajst-9443	59	19	be	be	AUX
ajst-9443	59	20	improved	improve	VERB
ajst-9443	59	21	.	.	PUNCT
ajst-9443	60	1	secondly	secondly	ADV
ajst-9443	60	2	,	,	PUNCT
ajst-9443	60	3	the	the	DET
ajst-9443	60	4	performance	performance	NOUN
ajst-9443	60	5	optimization	optimization	NOUN
ajst-9443	60	6	of	of	ADP
ajst-9443	60	7	perovskite	perovskite	ADJ
ajst-9443	60	8	solar	solar	ADJ
ajst-9443	60	9	cells	cell	NOUN
ajst-9443	60	10	mainly	mainly	ADV
ajst-9443	60	11	includes	include	VERB
ajst-9443	60	12	improving	improve	VERB
ajst-9443	60	13	photoelectric	photoelectric	ADJ
ajst-9443	60	14	conversion	conversion	NOUN
ajst-9443	60	15	efficiency	efficiency	NOUN
ajst-9443	60	16	,	,	PUNCT
ajst-9443	60	17	stability	stability	NOUN
ajst-9443	60	18	and	and	CCONJ
ajst-9443	60	19	sustainability	sustainability	NOUN
ajst-9443	60	20	,	,	PUNCT
ajst-9443	60	21	exploring	explore	VERB
ajst-9443	60	22	new	new	ADJ
ajst-9443	60	23	preparation	preparation	NOUN
ajst-9443	60	24	methods	method	NOUN
ajst-9443	60	25	and	and	CCONJ
ajst-9443	60	26	commercialization	commercialization	NOUN
ajst-9443	60	27	pathways	pathway	NOUN
ajst-9443	60	28	,	,	PUNCT
ajst-9443	60	29	optimizing	optimize	VERB
ajst-9443	60	30	performance	performance	NOUN
ajst-9443	60	31	in	in	ADP
ajst-9443	60	32	different	different	ADJ
ajst-9443	60	33	application	application	NOUN
ajst-9443	60	34	scenarios	scenario	NOUN
ajst-9443	60	35	,	,	PUNCT
ajst-9443	60	36	etc	etc	X
ajst-9443	60	37	.	.	X
ajst-9443	61	1	the	the	DET
ajst-9443	61	2	performance	performance	NOUN
ajst-9443	61	3	optimization	optimization	NOUN
ajst-9443	61	4	of	of	ADP
ajst-9443	61	5	perovskite	perovskite	ADJ
ajst-9443	61	6	solar	solar	ADJ
ajst-9443	61	7	cells	cell	NOUN
ajst-9443	61	8	requires	require	VERB
ajst-9443	61	9	exploring	explore	VERB
ajst-9443	61	10	better	well	ADJ
ajst-9443	61	11	light	light	ADJ
ajst-9443	61	12	-	-	PUNCT
ajst-9443	61	13	absorbing	absorb	VERB
ajst-9443	61	14	materials	material	NOUN
ajst-9443	61	15	,	,	PUNCT
ajst-9443	61	16	optimizing	optimize	VERB
ajst-9443	61	17	charge	charge	NOUN
ajst-9443	61	18	transfer	transfer	NOUN
ajst-9443	61	19	and	and	CCONJ
ajst-9443	61	20	extraction	extraction	NOUN
ajst-9443	61	21	,	,	PUNCT
ajst-9443	61	22	optimizing	optimize	VERB
ajst-9443	61	23	packaging	packaging	NOUN
ajst-9443	61	24	and	and	CCONJ
ajst-9443	61	25	protection	protection	NOUN
ajst-9443	61	26	methods	method	NOUN
ajst-9443	61	27	.	.	PUNCT
ajst-9443	62	1	finally	finally	ADV
ajst-9443	62	2	,	,	PUNCT
ajst-9443	62	3	future	future	ADJ
ajst-9443	62	4	research	research	NOUN
ajst-9443	62	5	needs	need	VERB
ajst-9443	62	6	to	to	PART
ajst-9443	62	7	focus	focus	VERB
ajst-9443	62	8	on	on	ADP
ajst-9443	62	9	improving	improve	VERB
ajst-9443	62	10	photoelectric	photoelectric	ADJ
ajst-9443	62	11	conversion	conversion	NOUN
ajst-9443	62	12	efficiency	efficiency	NOUN
ajst-9443	62	13	,	,	PUNCT
ajst-9443	62	14	stability	stability	NOUN
ajst-9443	62	15	and	and	CCONJ
ajst-9443	62	16	sustainability	sustainability	NOUN
ajst-9443	62	17	,	,	PUNCT
ajst-9443	62	18	exploring	explore	VERB
ajst-9443	62	19	new	new	ADJ
ajst-9443	62	20	preparation	preparation	NOUN
ajst-9443	62	21	methods	method	NOUN
ajst-9443	62	22	and	and	CCONJ
ajst-9443	62	23	commercialization	commercialization	NOUN
ajst-9443	62	24	pathways	pathway	NOUN
ajst-9443	62	25	,	,	PUNCT
ajst-9443	62	26	optimizing	optimize	VERB
ajst-9443	62	27	performance	performance	NOUN
ajst-9443	62	28	in	in	ADP
ajst-9443	62	29	different	different	ADJ
ajst-9443	62	30	application	application	NOUN
ajst-9443	62	31	scenarios	scenario	NOUN
ajst-9443	62	32	,	,	PUNCT
ajst-9443	62	33	etc	etc	X
ajst-9443	62	34	.	.	X
ajst-9443	62	35	to	to	PART
ajst-9443	62	36	promote	promote	VERB
ajst-9443	62	37	the	the	DET
ajst-9443	62	38	industrialization	industrialization	NOUN
ajst-9443	62	39	and	and	CCONJ
ajst-9443	62	40	commercialization	commercialization	NOUN
ajst-9443	62	41	.	.	PUNCT
ajst-9443	63	1	in	in	ADP
ajst-9443	63	2	addition	addition	NOUN
ajst-9443	63	3	,	,	PUNCT
ajst-9443	63	4	future	future	ADJ
ajst-9443	63	5	research	research	NOUN
ajst-9443	63	6	also	also	ADV
ajst-9443	63	7	needs	need	VERB
ajst-9443	63	8	to	to	PART
ajst-9443	63	9	pay	pay	VERB
ajst-9443	63	10	attention	attention	NOUN
ajst-9443	63	11	to	to	ADP
ajst-9443	63	12	40	40	NUM
ajst-9443	63	13	the	the	DET
ajst-9443	63	14	commercialization	commercialization	NOUN
ajst-9443	63	15	and	and	CCONJ
ajst-9443	63	16	industrialization	industrialization	NOUN
ajst-9443	63	17	of	of	ADP
ajst-9443	63	18	perovskite	perovskite	ADJ
ajst-9443	63	19	solar	solar	ADJ
ajst-9443	63	20	cells	cell	NOUN
ajst-9443	63	21	.	.	PUNCT
ajst-9443	64	1	although	although	SCONJ
ajst-9443	64	2	the	the	DET
ajst-9443	64	3	performance	performance	NOUN
ajst-9443	64	4	of	of	ADP
ajst-9443	64	5	perovskite	perovskite	ADJ
ajst-9443	64	6	solar	solar	ADJ
ajst-9443	64	7	cells	cell	NOUN
ajst-9443	64	8	is	be	AUX
ajst-9443	64	9	relatively	relatively	ADV
ajst-9443	64	10	mature	mature	ADJ
ajst-9443	64	11	,	,	PUNCT
ajst-9443	64	12	there	there	PRON
ajst-9443	64	13	are	be	VERB
ajst-9443	64	14	still	still	ADV
ajst-9443	64	15	challenges	challenge	NOUN
ajst-9443	64	16	in	in	ADP
ajst-9443	64	17	their	their	PRON
ajst-9443	64	18	commercialization	commercialization	NOUN
ajst-9443	64	19	and	and	CCONJ
ajst-9443	64	20	industrialization	industrialization	NOUN
ajst-9443	64	21	.	.	PUNCT
ajst-9443	65	1	currently	currently	ADV
ajst-9443	65	2	,	,	PUNCT
ajst-9443	65	3	the	the	DET
ajst-9443	65	4	manufacturing	manufacturing	NOUN
ajst-9443	65	5	cost	cost	NOUN
ajst-9443	65	6	of	of	ADP
ajst-9443	65	7	perovskite	perovskite	ADJ
ajst-9443	65	8	solar	solar	ADJ
ajst-9443	65	9	cells	cell	NOUN
ajst-9443	65	10	is	be	AUX
ajst-9443	65	11	still	still	ADV
ajst-9443	65	12	high	high	ADJ
ajst-9443	65	13	,	,	PUNCT
ajst-9443	65	14	and	and	CCONJ
ajst-9443	65	15	production	production	NOUN
ajst-9443	65	16	efficiency	efficiency	NOUN
ajst-9443	65	17	needs	need	VERB
ajst-9443	65	18	to	to	PART
ajst-9443	65	19	be	be	AUX
ajst-9443	65	20	further	far	ADV
ajst-9443	65	21	improved	improve	VERB
ajst-9443	65	22	to	to	PART
ajst-9443	65	23	reduce	reduce	VERB
ajst-9443	65	24	their	their	PRON
ajst-9443	65	25	cost	cost	NOUN
ajst-9443	65	26	and	and	CCONJ
ajst-9443	65	27	improve	improve	VERB
ajst-9443	65	28	their	their	PRON
ajst-9443	65	29	commercialization	commercialization	NOUN
ajst-9443	65	30	and	and	CCONJ
ajst-9443	65	31	industrialization	industrialization	NOUN
ajst-9443	65	32	feasibility	feasibility	NOUN
ajst-9443	65	33	.	.	PUNCT
ajst-9443	66	1	the	the	DET
ajst-9443	66	2	commercialization	commercialization	NOUN
ajst-9443	66	3	and	and	CCONJ
ajst-9443	66	4	industrialization	industrialization	NOUN
ajst-9443	66	5	of	of	ADP
ajst-9443	66	6	perovskite	perovskite	ADJ
ajst-9443	66	7	solar	solar	ADJ
ajst-9443	66	8	cells	cell	NOUN
ajst-9443	66	9	also	also	ADV
ajst-9443	66	10	need	need	VERB
ajst-9443	66	11	to	to	PART
ajst-9443	66	12	face	face	VERB
ajst-9443	66	13	challenges	challenge	NOUN
ajst-9443	66	14	from	from	ADP
ajst-9443	66	15	policies	policy	NOUN
ajst-9443	66	16	and	and	CCONJ
ajst-9443	66	17	laws	law	NOUN
ajst-9443	66	18	.	.	PUNCT
ajst-9443	67	1	some	some	DET
ajst-9443	67	2	countries	country	NOUN
ajst-9443	67	3	and	and	CCONJ
ajst-9443	67	4	regions	region	NOUN
ajst-9443	67	5	have	have	AUX
ajst-9443	67	6	already	already	ADV
ajst-9443	67	7	issued	issue	VERB
ajst-9443	67	8	relevant	relevant	ADJ
ajst-9443	67	9	policies	policy	NOUN
ajst-9443	67	10	and	and	CCONJ
ajst-9443	67	11	regulations	regulation	NOUN
ajst-9443	67	12	to	to	PART
ajst-9443	67	13	promote	promote	VERB
ajst-9443	67	14	the	the	DET
ajst-9443	67	15	development	development	NOUN
ajst-9443	67	16	and	and	CCONJ
ajst-9443	67	17	application	application	NOUN
ajst-9443	67	18	of	of	ADP
ajst-9443	67	19	solar	solar	ADJ
ajst-9443	67	20	cells	cell	NOUN
ajst-9443	67	21	,	,	PUNCT
ajst-9443	67	22	but	but	CCONJ
ajst-9443	67	23	there	there	PRON
ajst-9443	67	24	is	be	VERB
ajst-9443	67	25	still	still	ADV
ajst-9443	67	26	a	a	DET
ajst-9443	67	27	certain	certain	ADJ
ajst-9443	67	28	degree	degree	NOUN
ajst-9443	67	29	of	of	ADP
ajst-9443	67	30	uncertainty	uncertainty	NOUN
ajst-9443	67	31	and	and	CCONJ
ajst-9443	67	32	difficulty	difficulty	NOUN
ajst-9443	67	33	in	in	ADP
ajst-9443	67	34	the	the	DET
ajst-9443	67	35	formulation	formulation	NOUN
ajst-9443	67	36	and	and	CCONJ
ajst-9443	67	37	implementation	implementation	NOUN
ajst-9443	67	38	of	of	ADP
ajst-9443	67	39	these	these	DET
ajst-9443	67	40	policies	policy	NOUN
ajst-9443	67	41	and	and	CCONJ
ajst-9443	67	42	regulations	regulation	NOUN
ajst-9443	67	43	.	.	PUNCT
ajst-9443	68	1	therefore	therefore	ADV
ajst-9443	68	2	,	,	PUNCT
ajst-9443	68	3	future	future	ADJ
ajst-9443	68	4	research	research	NOUN
ajst-9443	68	5	needs	need	VERB
ajst-9443	68	6	to	to	PART
ajst-9443	68	7	conduct	conduct	VERB
ajst-9443	68	8	in	in	ADP
ajst-9443	68	9	-	-	PUNCT
ajst-9443	68	10	depth	depth	NOUN
ajst-9443	68	11	exploration	exploration	NOUN
ajst-9443	68	12	and	and	CCONJ
ajst-9443	68	13	research	research	NOUN
ajst-9443	68	14	in	in	ADP
ajst-9443	68	15	terms	term	NOUN
ajst-9443	68	16	of	of	ADP
ajst-9443	68	17	policies	policy	NOUN
ajst-9443	68	18	and	and	CCONJ
ajst-9443	68	19	laws	law	NOUN
ajst-9443	68	20	to	to	PART
ajst-9443	68	21	provide	provide	VERB
ajst-9443	68	22	better	well	ADJ
ajst-9443	68	23	support	support	NOUN
ajst-9443	68	24	and	and	CCONJ
ajst-9443	68	25	protection	protection	NOUN
ajst-9443	68	26	for	for	ADP
ajst-9443	68	27	the	the	DET
ajst-9443	68	28	commercialization	commercialization	NOUN
ajst-9443	68	29	and	and	CCONJ
ajst-9443	68	30	industrialization	industrialization	NOUN
ajst-9443	68	31	of	of	ADP
ajst-9443	68	32	perovskite	perovskite	ADJ
ajst-9443	68	33	solar	solar	ADJ
ajst-9443	68	34	cells	cell	NOUN
ajst-9443	68	35	.	.	PUNCT
ajst-9443	69	1	in	in	ADP
ajst-9443	69	2	conclusion	conclusion	NOUN
ajst-9443	69	3	,	,	PUNCT
ajst-9443	69	4	future	future	ADJ
ajst-9443	69	5	research	research	NOUN
ajst-9443	69	6	needs	need	VERB
ajst-9443	69	7	to	to	PART
ajst-9443	69	8	conduct	conduct	VERB
ajst-9443	69	9	in	in	ADP
ajst-9443	69	10	-	-	PUNCT
ajst-9443	69	11	depth	depth	NOUN
ajst-9443	69	12	exploration	exploration	NOUN
ajst-9443	69	13	and	and	CCONJ
ajst-9443	69	14	research	research	NOUN
ajst-9443	69	15	in	in	ADP
ajst-9443	69	16	multiple	multiple	ADJ
ajst-9443	69	17	aspects	aspect	NOUN
ajst-9443	69	18	to	to	PART
ajst-9443	69	19	promote	promote	VERB
ajst-9443	69	20	the	the	DET
ajst-9443	69	21	development	development	NOUN
ajst-9443	69	22	and	and	CCONJ
ajst-9443	69	23	application	application	NOUN
ajst-9443	69	24	of	of	ADP
ajst-9443	69	25	perovskite	perovskite	ADJ
ajst-9443	69	26	solar	solar	ADJ
ajst-9443	69	27	cells	cell	NOUN
ajst-9443	69	28	.	.	PUNCT
ajst-9443	70	1	these	these	DET
ajst-9443	70	2	aspects	aspect	NOUN
ajst-9443	70	3	include	include	VERB
ajst-9443	70	4	improving	improve	VERB
ajst-9443	70	5	photoelectric	photoelectric	ADJ
ajst-9443	70	6	conversion	conversion	NOUN
ajst-9443	70	7	efficiency	efficiency	NOUN
ajst-9443	70	8	,	,	PUNCT
ajst-9443	70	9	stability	stability	NOUN
ajst-9443	70	10	and	and	CCONJ
ajst-9443	70	11	sustainability	sustainability	NOUN
ajst-9443	70	12	,	,	PUNCT
ajst-9443	70	13	exploring	explore	VERB
ajst-9443	70	14	new	new	ADJ
ajst-9443	70	15	preparation	preparation	NOUN
ajst-9443	70	16	methods	method	NOUN
ajst-9443	70	17	and	and	CCONJ
ajst-9443	70	18	commercialization	commercialization	NOUN
ajst-9443	70	19	pathways	pathway	NOUN
ajst-9443	70	20	,	,	PUNCT
ajst-9443	70	21	optimizing	optimize	VERB
ajst-9443	70	22	performance	performance	NOUN
ajst-9443	70	23	in	in	ADP
ajst-9443	70	24	different	different	ADJ
ajst-9443	70	25	application	application	NOUN
ajst-9443	70	26	scenarios	scenario	NOUN
ajst-9443	70	27	,	,	PUNCT
ajst-9443	70	28	reducing	reduce	VERB
ajst-9443	70	29	manufacturing	manufacturing	NOUN
ajst-9443	70	30	costs	cost	NOUN
ajst-9443	70	31	and	and	CCONJ
ajst-9443	70	32	improving	improve	VERB
ajst-9443	70	33	production	production	NOUN
ajst-9443	70	34	efficiency	efficiency	NOUN
ajst-9443	70	35	,	,	PUNCT
ajst-9443	70	36	and	and	CCONJ
ajst-9443	70	37	providing	provide	VERB
ajst-9443	70	38	support	support	NOUN
ajst-9443	70	39	and	and	CCONJ
ajst-9443	70	40	protection	protection	NOUN
ajst-9443	70	41	in	in	ADP
ajst-9443	70	42	terms	term	NOUN
ajst-9443	70	43	of	of	ADP
ajst-9443	70	44	policies	policy	NOUN
ajst-9443	70	45	and	and	CCONJ
ajst-9443	70	46	laws	law	NOUN
ajst-9443	70	47	.	.	PUNCT
ajst-9443	71	1	through	through	ADP
ajst-9443	71	2	these	these	DET
ajst-9443	71	3	research	research	NOUN
ajst-9443	71	4	efforts	effort	NOUN
ajst-9443	71	5	,	,	PUNCT
ajst-9443	71	6	perovskite	perovskite	ADJ
ajst-9443	71	7	solar	solar	ADJ
ajst-9443	71	8	cells	cell	NOUN
ajst-9443	71	9	are	be	AUX
ajst-9443	71	10	expected	expect	VERB
ajst-9443	71	11	to	to	PART
ajst-9443	71	12	play	play	VERB
ajst-9443	71	13	a	a	DET
ajst-9443	71	14	more	more	ADV
ajst-9443	71	15	important	important	ADJ
ajst-9443	71	16	role	role	NOUN
ajst-9443	71	17	in	in	ADP
ajst-9443	71	18	the	the	DET
ajst-9443	71	19	future	future	ADJ
ajst-9443	71	20	energy	energy	NOUN
ajst-9443	71	21	field	field	NOUN
ajst-9443	71	22	,	,	PUNCT
ajst-9443	71	23	providing	provide	VERB
ajst-9443	71	24	cleaner	clean	ADJ
ajst-9443	71	25	,	,	PUNCT
ajst-9443	71	26	more	more	ADV
ajst-9443	71	27	environmentally	environmentally	ADV
ajst-9443	71	28	friendly	friendly	ADJ
ajst-9443	71	29	,	,	PUNCT
ajst-9443	71	30	and	and	CCONJ
ajst-9443	71	31	sustainable	sustainable	ADJ
ajst-9443	71	32	energy	energy	NOUN
ajst-9443	71	33	for	for	ADP
ajst-9443	71	34	humanity	humanity	NOUN
ajst-9443	71	35	.	.	PUNCT
ajst-9443	72	1	references	reference	NOUN
ajst-9443	72	2	[	[	X
ajst-9443	72	3	1	1	NUM
ajst-9443	72	4	]	]	X
ajst-9443	72	5	zhang	zhang	PROPN
ajst-9443	72	6	,	,	PUNCT
ajst-9443	72	7	x.	x.	PROPN
ajst-9443	72	8	,	,	PUNCT
ajst-9443	72	9	wang	wang	PROPN
ajst-9443	72	10	,	,	PUNCT
ajst-9443	72	11	a.	a.	PROPN
ajst-9443	72	12	b.	b.	PROPN
ajst-9443	72	13	,	,	PUNCT
ajst-9443	72	14	(	(	PUNCT
ajst-9443	72	15	2022	2022	NUM
ajst-9443	72	16	)	)	PUNCT
ajst-9443	72	17	research	research	NOUN
ajst-9443	72	18	progress	progress	NOUN
ajst-9443	72	19	on	on	ADP
ajst-9443	72	20	stability	stability	NOUN
ajst-9443	72	21	of	of	ADP
ajst-9443	72	22	perovskite	perovskite	ADJ
ajst-9443	72	23	solar	solar	ADJ
ajst-9443	72	24	cells	cell	NOUN
ajst-9443	72	25	.	.	PUNCT
ajst-9443	73	1	journey	journey	NOUN
ajst-9443	73	2	of	of	ADP
ajst-9443	73	3	xingtai	xingtai	PROPN
ajst-9443	73	4	vocational	vocational	ADJ
ajst-9443	73	5	and	and	CCONJ
ajst-9443	73	6	technical	technical	PROPN
ajst-9443	73	7	college	college	NOUN
ajst-9443	73	8	,	,	PUNCT
ajst-9443	73	9	05	05	NUM
ajst-9443	73	10	:	:	PUNCT
ajst-9443	73	11	86	86	NUM
ajst-9443	73	12	-	-	SYM
ajst-9443	73	13	89	89	NUM
ajst-9443	73	14	.	.	PUNCT
ajst-9443	74	1	[	[	X
ajst-9443	74	2	2	2	NUM
ajst-9443	74	3	]	]	SYM
ajst-9443	74	4	saliba	saliba	NOUN
ajst-9443	74	5	,	,	PUNCT
ajst-9443	74	6	m.	m.	NOUN
ajst-9443	74	7	,	,	PUNCT
ajst-9443	74	8	wood	wood	PROPN
ajst-9443	74	9	,	,	PUNCT
ajst-9443	74	10	s.	s.	PROPN
ajst-9443	74	11	m.	m.	PROPN
ajst-9443	74	12	,	,	PUNCT
ajst-9443	74	13	patel	patel	PROPN
ajst-9443	74	14	,	,	PUNCT
ajst-9443	74	15	j.	j.	PROPN
ajst-9443	74	16	b.	b.	PROPN
ajst-9443	74	17	,	,	PUNCT
ajst-9443	74	18	et	et	PROPN
ajst-9443	74	19	al	al	PROPN
ajst-9443	74	20	.	.	PUNCT
ajst-9443	75	1	(	(	PUNCT
ajst-9443	75	2	2016	2016	NUM
ajst-9443	75	3	)	)	PUNCT
ajst-9443	75	4	.	.	PUNCT
ajst-9443	76	1	the	the	DET
ajst-9443	76	2	emergence	emergence	NOUN
ajst-9443	76	3	of	of	ADP
ajst-9443	76	4	perovskite	perovskite	ADJ
ajst-9443	76	5	solar	solar	ADJ
ajst-9443	76	6	cells	cell	NOUN
ajst-9443	76	7	.	.	PUNCT
ajst-9443	77	1	nature	nature	NOUN
ajst-9443	77	2	photonics	photonic	NOUN
ajst-9443	77	3	,	,	PUNCT
ajst-9443	77	4	10(5	10(5	NUM
ajst-9443	77	5	)	)	PUNCT
ajst-9443	77	6	,	,	PUNCT
ajst-9443	77	7	393	393	NUM
ajst-9443	77	8	-	-	SYM
ajst-9443	77	9	401	401	NUM
ajst-9443	77	10	.	.	PUNCT
ajst-9443	78	1	[	[	X
ajst-9443	78	2	3	3	NUM
ajst-9443	78	3	]	]	X
ajst-9443	78	4	kojima	kojima	PROPN
ajst-9443	78	5	,	,	PUNCT
ajst-9443	78	6	a.	a.	NOUN
ajst-9443	78	7	,	,	PUNCT
ajst-9443	78	8	teshima	teshima	PROPN
ajst-9443	78	9	,	,	PUNCT
ajst-9443	78	10	k.	k.	PROPN
ajst-9443	78	11	,	,	PUNCT
ajst-9443	78	12	shirai	shirai	VERB
ajst-9443	78	13	,	,	PUNCT
ajst-9443	78	14	y.	y.	PROPN
ajst-9443	78	15	,	,	PUNCT
ajst-9443	78	16	et	et	PROPN
ajst-9443	78	17	al	al	PROPN
ajst-9443	78	18	.	.	PUNCT
ajst-9443	79	1	(	(	PUNCT
ajst-9443	79	2	2009	2009	NUM
ajst-9443	79	3	)	)	PUNCT
ajst-9443	79	4	.	.	PUNCT
ajst-9443	80	1	organometal	organometal	ADJ
ajst-9443	80	2	halide	halide	NOUN
ajst-9443	80	3	perovskites	perovskite	NOUN
ajst-9443	80	4	as	as	ADP
ajst-9443	80	5	visible	visible	ADJ
ajst-9443	80	6	-	-	PUNCT
ajst-9443	80	7	light	light	ADJ
ajst-9443	80	8	sensitizers	sensitizer	NOUN
ajst-9443	80	9	for	for	ADP
ajst-9443	80	10	photovoltaic	photovoltaic	NOUN
ajst-9443	80	11	cells	cell	NOUN
ajst-9443	80	12	.	.	PUNCT
ajst-9443	81	1	journal	journal	NOUN
ajst-9443	81	2	of	of	ADP
ajst-9443	81	3	the	the	DET
ajst-9443	81	4	american	american	PROPN
ajst-9443	81	5	chemical	chemical	PROPN
ajst-9443	81	6	society	society	PROPN
ajst-9443	81	7	,	,	PUNCT
ajst-9443	81	8	131(17	131(17	NUM
ajst-9443	81	9	):	):	PUNCT
ajst-9443	81	10	6050	6050	NUM
ajst-9443	81	11	-	-	SYM
ajst-9443	81	12	6051	6051	NUM
ajst-9443	81	13	.	.	PUNCT
ajst-9443	82	1	[	[	X
ajst-9443	82	2	4	4	NUM
ajst-9443	82	3	]	]	X
ajst-9443	82	4	green	green	ADJ
ajst-9443	82	5	,	,	PUNCT
ajst-9443	82	6	m.	m.	NOUN
ajst-9443	82	7	a.	a.	PROPN
ajst-9443	82	8	,	,	PUNCT
ajst-9443	82	9	ho	ho	PROPN
ajst-9443	82	10	-	-	PUNCT
ajst-9443	82	11	baillie	baillie	PROPN
ajst-9443	82	12	,	,	PUNCT
ajst-9443	82	13	a.	a.	PROPN
ajst-9443	82	14	,	,	PUNCT
ajst-9443	82	15	snaith	snaith	PROPN
ajst-9443	82	16	,	,	PUNCT
ajst-9443	82	17	h.	h.	PROPN
ajst-9443	82	18	j.	j.	PROPN
ajst-9443	82	19	(	(	PUNCT
ajst-9443	82	20	2014	2014	NUM
ajst-9443	82	21	)	)	PUNCT
ajst-9443	82	22	.	.	PUNCT
ajst-9443	83	1	the	the	DET
ajst-9443	83	2	emergence	emergence	NOUN
ajst-9443	83	3	of	of	ADP
ajst-9443	83	4	perovskite	perovskite	ADJ
ajst-9443	83	5	solar	solar	ADJ
ajst-9443	83	6	cells	cell	NOUN
ajst-9443	83	7	.	.	PUNCT
ajst-9443	84	1	nature	nature	NOUN
ajst-9443	84	2	photonics	photonic	NOUN
ajst-9443	84	3	,	,	PUNCT
ajst-9443	84	4	8(7	8(7	NUM
ajst-9443	84	5	):	):	PUNCT
ajst-9443	84	6	506	506	NUM
ajst-9443	84	7	-	-	SYM
ajst-9443	84	8	514	514	NUM
ajst-9443	84	9	.	.	PUNCT
ajst-9443	85	1	[	[	X
ajst-9443	85	2	5	5	NUM
ajst-9443	85	3	]	]	SYM
ajst-9443	85	4	zhang	zhang	PROPN
ajst-9443	85	5	,	,	PUNCT
ajst-9443	85	6	s.	s.	PROPN
ajst-9443	85	7	,	,	PUNCT
ajst-9443	85	8	liu	liu	PROPN
ajst-9443	85	9	,	,	PUNCT
ajst-9443	85	10	y.	y.	PROPN
ajst-9443	85	11	,	,	PUNCT
ajst-9443	85	12	li	li	PROPN
ajst-9443	85	13	,	,	PUNCT
ajst-9443	85	14	y.	y.	PROPN
ajst-9443	85	15	,	,	PUNCT
ajst-9443	85	16	et	et	PROPN
ajst-9443	85	17	al	al	PROPN
ajst-9443	85	18	.	.	PUNCT
ajst-9443	86	1	(	(	PUNCT
ajst-9443	86	2	2022)research	2022)research	NUM
ajst-9443	86	3	progress	progress	NOUN
ajst-9443	86	4	and	and	CCONJ
ajst-9443	86	5	development	development	NOUN
ajst-9443	86	6	status	status	NOUN
ajst-9443	86	7	of	of	ADP
ajst-9443	86	8	perovskite	perovskite	ADJ
ajst-9443	86	9	solar	solar	ADJ
ajst-9443	86	10	cells	cell	NOUN
ajst-9443	86	11	.	.	PUNCT
ajst-9443	87	1	light	light	ADJ
ajst-9443	87	2	source	source	NOUN
ajst-9443	87	3	and	and	CCONJ
ajst-9443	87	4	illumination	illumination	NOUN
ajst-9443	87	5	,	,	PUNCT
ajst-9443	87	6	12	12	NUM
ajst-9443	87	7	:	:	SYM
ajst-9443	87	8	23	23	NUM
ajst-9443	87	9	-	-	SYM
ajst-9443	87	10	25	25	NUM
ajst-9443	87	11	.	.	PUNCT
ajst-9443	88	1	[	[	X
ajst-9443	88	2	6	6	NUM
ajst-9443	88	3	]	]	X
ajst-9443	88	4	green	green	ADJ
ajst-9443	88	5	,	,	PUNCT
ajst-9443	88	6	m.	m.	NOUN
ajst-9443	88	7	a.	a.	PROPN
ajst-9443	88	8	,	,	PUNCT
ajst-9443	88	9	emery	emery	PROPN
ajst-9443	88	10	,	,	PUNCT
ajst-9443	88	11	k.	k.	PROPN
ajst-9443	88	12	,	,	PUNCT
ajst-9443	88	13	hishikawa	hishikawa	PROPN
ajst-9443	88	14	,	,	PUNCT
ajst-9443	88	15	y.	y.	PROPN
ajst-9443	88	16	,	,	PUNCT
ajst-9443	88	17	et	et	PROPN
ajst-9443	88	18	al	al	PROPN
ajst-9443	88	19	.	.	PUNCT
ajst-9443	88	20	(	(	PUNCT
ajst-9443	88	21	2017	2017	NUM
ajst-9443	88	22	)	)	PUNCT
ajst-9443	88	23	.	.	PUNCT
ajst-9443	89	1	solarcell	solarcell	NOUN
ajst-9443	89	2	efficiency	efficiency	NOUN
ajst-9443	89	3	tables	table	NOUN
ajst-9443	89	4	(	(	PUNCT
ajst-9443	89	5	version	version	NOUN
ajst-9443	89	6	49	49	NUM
ajst-9443	89	7	)	)	PUNCT
ajst-9443	89	8	.	.	PUNCT
ajst-9443	90	1	progress	progress	NOUN
ajst-9443	90	2	in	in	ADP
ajst-9443	90	3	photovoltaics	photovoltaic	NOUN
ajst-9443	90	4	:	:	PUNCT
ajst-9443	90	5	research	research	NOUN
ajst-9443	90	6	and	and	CCONJ
ajst-9443	90	7	applications	application	NOUN
ajst-9443	90	8	,	,	PUNCT
ajst-9443	90	9	25(1	25(1	NUM
ajst-9443	90	10	):	):	PUNCT
ajst-9443	90	11	3	3	NUM
ajst-9443	90	12	-	-	SYM
ajst-9443	90	13	13	13	NUM
ajst-9443	90	14	.	.	PUNCT
ajst-9443	91	1	[	[	X
ajst-9443	91	2	7	7	NUM
ajst-9443	91	3	]	]	SYM
ajst-9443	91	4	saliba	saliba	NOUN
ajst-9443	91	5	,	,	PUNCT
ajst-9443	91	6	m.	m.	NOUN
ajst-9443	91	7	,	,	PUNCT
ajst-9443	91	8	matsui	matsui	NOUN
ajst-9443	91	9	,	,	PUNCT
ajst-9443	91	10	t.	t.	PROPN
ajst-9443	91	11	,	,	PUNCT
ajst-9443	91	12	seo	seo	PROPN
ajst-9443	91	13	,	,	PUNCT
ajst-9443	91	14	j.	j.	PROPN
ajst-9443	91	15	y.	y.	PROPN
ajst-9443	91	16	,	,	PUNCT
ajst-9443	91	17	et	et	PROPN
ajst-9443	91	18	al	al	PROPN
ajst-9443	91	19	.	.	PUNCT
ajst-9443	92	1	(	(	PUNCT
ajst-9443	92	2	2016	2016	NUM
ajst-9443	92	3	)	)	PUNCT
ajst-9443	92	4	.	.	PUNCT
ajst-9443	93	1	cesiumcontaining	cesiumcontaine	VERB
ajst-9443	93	2	triple	triple	ADJ
ajst-9443	93	3	cation	cation	NOUN
ajst-9443	93	4	perovskite	perovskite	NOUN
ajst-9443	93	5	solar	solar	ADJ
ajst-9443	93	6	cells	cell	NOUN
ajst-9443	93	7	:	:	PUNCT
ajst-9443	93	8	improved	improve	VERB
ajst-9443	93	9	stability	stability	NOUN
ajst-9443	93	10	,	,	PUNCT
ajst-9443	93	11	reproducibility	reproducibility	NOUN
ajst-9443	93	12	and	and	CCONJ
ajst-9443	93	13	high	high	ADJ
ajst-9443	93	14	efficiency	efficiency	NOUN
ajst-9443	93	15	.	.	PUNCT
ajst-9443	94	1	energy	energy	NOUN
ajst-9443	94	2	&	&	CCONJ
ajst-9443	94	3	environmental	environmental	ADJ
ajst-9443	94	4	science	science	NOUN
ajst-9443	94	5	,	,	PUNCT
ajst-9443	94	6	9(6	9(6	NUM
ajst-9443	94	7	):	):	PUNCT
ajst-9443	94	8	1989	1989	NUM
ajst-9443	94	9	-	-	SYM
ajst-9443	94	10	1997	1997	NUM
ajst-9443	94	11	.	.	PUNCT
ajst-9443	95	1	[	[	X
ajst-9443	95	2	8	8	NUM
ajst-9443	95	3	]	]	X
ajst-9443	95	4	chen	chen	PROPN
ajst-9443	95	5	,	,	PUNCT
ajst-9443	95	6	b.	b.	PROPN
ajst-9443	95	7	,	,	PUNCT
ajst-9443	95	8	yang	yang	PROPN
ajst-9443	95	9	,	,	PUNCT
ajst-9443	95	10	m.	m.	NOUN
ajst-9443	95	11	,	,	PUNCT
ajst-9443	95	12	priya	priya	PROPN
ajst-9443	95	13	,	,	PUNCT
ajst-9443	95	14	s.	s.	PROPN
ajst-9443	95	15	,	,	PUNCT
ajst-9443	95	16	et	et	PROPN
ajst-9443	95	17	al	al	PROPN
ajst-9443	95	18	.	.	PUNCT
ajst-9443	95	19	(	(	PUNCT
ajst-9443	95	20	2015	2015	NUM
ajst-9443	95	21	)	)	PUNCT
ajst-9443	95	22	.	.	PUNCT
ajst-9443	95	23	hybrid	hybrid	ADJ
ajst-9443	95	24	inorganicorganic	inorganicorganic	ADJ
ajst-9443	95	25	perovskites	perovskite	NOUN
ajst-9443	95	26	:	:	PUNCT
ajst-9443	95	27	low	low	ADJ
ajst-9443	95	28	-	-	PUNCT
ajst-9443	95	29	cost	cost	NOUN
ajst-9443	95	30	semiconductors	semiconductor	NOUN
ajst-9443	95	31	with	with	ADP
ajst-9443	95	32	intriguing	intriguing	ADJ
ajst-9443	95	33	charge	charge	NOUN
ajst-9443	95	34	-	-	PUNCT
ajst-9443	95	35	transport	transport	NOUN
ajst-9443	95	36	properties	property	NOUN
ajst-9443	95	37	.	.	PUNCT
ajst-9443	96	1	nature	nature	NOUN
ajst-9443	96	2	reviews	review	VERB
ajst-9443	96	3	materials	material	NOUN
ajst-9443	96	4	,	,	PUNCT
ajst-9443	96	5	1(12	1(12	NUM
ajst-9443	96	6	):	):	PUNCT
ajst-9443	96	7	15017	15017	NUM
ajst-9443	96	8	.	.	PUNCT
ajst-9443	97	1	[	[	X
ajst-9443	97	2	9	9	NUM
ajst-9443	97	3	]	]	X
ajst-9443	97	4	cai	cai	X
ajst-9443	97	5	,	,	PUNCT
ajst-9443	97	6	f.	f.	PROPN
ajst-9443	97	7	,	,	PUNCT
ajst-9443	97	8	liu	liu	PROPN
ajst-9443	97	9	,	,	PUNCT
ajst-9443	97	10	h.	h.	PROPN
ajst-9443	97	11	,	,	PUNCT
ajst-9443	97	12	xing	xing	PROPN
ajst-9443	97	13	,	,	PUNCT
ajst-9443	97	14	j.	j.	PROPN
ajst-9443	97	15	,	,	PUNCT
ajst-9443	97	16	et	et	PROPN
ajst-9443	97	17	al	al	PROPN
ajst-9443	97	18	.	.	PUNCT
ajst-9443	97	19	(	(	PUNCT
ajst-9443	97	20	2016	2016	NUM
ajst-9443	97	21	)	)	PUNCT
ajst-9443	97	22	.	.	PUNCT
ajst-9443	98	1	boosting	boost	VERB
ajst-9443	98	2	the	the	DET
ajst-9443	98	3	efficiency	efficiency	NOUN
ajst-9443	98	4	of	of	ADP
ajst-9443	98	5	perovskite	perovskite	ADJ
ajst-9443	98	6	solar	solar	ADJ
ajst-9443	98	7	cells	cell	NOUN
ajst-9443	98	8	using	use	VERB
ajst-9443	98	9	polyoxometalate	polyoxometalate	NOUN
ajst-9443	98	10	-	-	PUNCT
ajst-9443	98	11	modified	modify	VERB
ajst-9443	98	12	tio2	tio2	NOUN
ajst-9443	98	13	electron	electron	NOUN
ajst-9443	98	14	transport	transport	NOUN
ajst-9443	98	15	layer	layer	NOUN
ajst-9443	98	16	.	.	PUNCT
ajst-9443	99	1	advanced	advanced	ADJ
ajst-9443	99	2	materials	material	NOUN
ajst-9443	99	3	,	,	PUNCT
ajst-9443	99	4	28(48	28(48	NUM
ajst-9443	99	5	):	):	PUNCT
ajst-9443	99	6	1065310660	1065310660	NUM
ajst-9443	99	7	.	.	PUNCT
ajst-9443	100	1	[	[	X
ajst-9443	100	2	10	10	NUM
ajst-9443	100	3	]	]	X
ajst-9443	100	4	li	li	PROPN
ajst-9443	100	5	,	,	PUNCT
ajst-9443	100	6	b.	b.	PROPN
ajst-9443	100	7	,	,	PUNCT
ajst-9443	100	8	li	li	PROPN
ajst-9443	100	9	,	,	PUNCT
ajst-9443	100	10	y.	y.	PROPN
ajst-9443	100	11	,	,	PUNCT
ajst-9443	100	12	li	li	PROPN
ajst-9443	100	13	,	,	PUNCT
ajst-9443	100	14	l.	l.	PROPN
ajst-9443	100	15	,	,	PUNCT
ajst-9443	100	16	et	et	PROPN
ajst-9443	100	17	al	al	PROPN
ajst-9443	100	18	.	.	PUNCT
ajst-9443	100	19	(	(	PUNCT
ajst-9443	100	20	2016	2016	NUM
ajst-9443	100	21	)	)	PUNCT
ajst-9443	100	22	.	.	PUNCT
ajst-9443	101	1	inorganic	inorganic	VERB
ajst-9443	101	2	p	p	ADJ
ajst-9443	101	3	-	-	PUNCT
ajst-9443	101	4	type	type	NOUN
ajst-9443	101	5	semiconductor	semiconductor	NOUN
ajst-9443	101	6	as	as	ADP
ajst-9443	101	7	hole	hole	NOUN
ajst-9443	101	8	transport	transport	NOUN
ajst-9443	101	9	material	material	NOUN
ajst-9443	101	10	for	for	ADP
ajst-9443	101	11	efficient	efficient	ADJ
ajst-9443	101	12	and	and	CCONJ
ajst-9443	101	13	stable	stable	ADJ
ajst-9443	101	14	perovskite	perovskite	ADJ
ajst-9443	101	15	solar	solar	ADJ
ajst-9443	101	16	cells	cell	NOUN
ajst-9443	101	17	.	.	PUNCT
ajst-9443	102	1	advanced	advanced	ADJ
ajst-9443	102	2	materials	material	NOUN
ajst-9443	102	3	,	,	PUNCT
ajst-9443	102	4	28(47	28(47	NUM
ajst-9443	102	5	):	):	PUNCT
ajst-9443	102	6	10408	10408	NUM
ajst-9443	102	7	-	-	SYM
ajst-9443	102	8	10415	10415	NUM
ajst-9443	102	9	.	.	PUNCT
ajst-9443	103	1	[	[	X
ajst-9443	103	2	11	11	NUM
ajst-9443	103	3	]	]	X
ajst-9443	103	4	zhao	zhao	PROPN
ajst-9443	103	5	,	,	PUNCT
ajst-9443	103	6	j.	j.	PROPN
ajst-9443	103	7	,	,	PUNCT
ajst-9443	103	8	zheng	zheng	PROPN
ajst-9443	103	9	,	,	PUNCT
ajst-9443	103	10	x.	x.	PROPN
ajst-9443	103	11	,	,	PUNCT
ajst-9443	103	12	deng	deng	PROPN
ajst-9443	103	13	,	,	PUNCT
ajst-9443	103	14	y.	y.	PROPN
ajst-9443	103	15	,	,	PUNCT
ajst-9443	103	16	et	et	PROPN
ajst-9443	103	17	al	al	PROPN
ajst-9443	103	18	.	.	PUNCT
ajst-9443	103	19	(	(	PUNCT
ajst-9443	103	20	2016	2016	NUM
ajst-9443	103	21	)	)	PUNCT
ajst-9443	103	22	.	.	PUNCT
ajst-9443	104	1	interface	interface	NOUN
ajst-9443	104	2	engineering	engineering	NOUN
ajst-9443	104	3	of	of	ADP
ajst-9443	104	4	planar	planar	ADJ
ajst-9443	104	5	perovskite	perovskite	NOUN
ajst-9443	104	6	solar	solar	ADJ
ajst-9443	104	7	cells	cell	NOUN
ajst-9443	104	8	with	with	ADP
ajst-9443	104	9	fullerene	fullerene	ADJ
ajst-9443	104	10	derivatives	derivative	NOUN
ajst-9443	104	11	.	.	PUNCT
ajst-9443	105	1	journal	journal	NOUN
ajst-9443	105	2	of	of	ADP
ajst-9443	105	3	materials	material	NOUN
ajst-9443	105	4	chemistry	chemistry	NOUN
ajst-9443	105	5	a	a	PRON
ajst-9443	105	6	,	,	PUNCT
ajst-9443	105	7	4(44):1712817136	4(44):1712817136	NOUN
ajst-9443	105	8	.	.	PUNCT
ajst-9443	106	1	[	[	X
ajst-9443	106	2	12	12	NUM
ajst-9443	106	3	]	]	SYM
ajst-9443	106	4	li	li	PROPN
ajst-9443	106	5	,	,	PUNCT
ajst-9443	106	6	d.	d.	PROPN
ajst-9443	106	7	,	,	PUNCT
ajst-9443	106	8	li	li	PROPN
ajst-9443	106	9	,	,	PUNCT
ajst-9443	106	10	w.	w.	PROPN
ajst-9443	106	11	,	,	PUNCT
ajst-9443	106	12	li	li	PROPN
ajst-9443	106	13	,	,	PUNCT
ajst-9443	106	14	y.	y.	PROPN
ajst-9443	106	15	,	,	PUNCT
ajst-9443	106	16	et	et	PROPN
ajst-9443	106	17	al	al	PROPN
ajst-9443	106	18	.	.	PUNCT
ajst-9443	106	19	(	(	PUNCT
ajst-9443	106	20	2017	2017	NUM
ajst-9443	106	21	)	)	PUNCT
ajst-9443	106	22	.	.	PUNCT
ajst-9443	107	1	recent	recent	ADJ
ajst-9443	107	2	progress	progress	NOUN
ajst-9443	107	3	in	in	ADP
ajst-9443	107	4	the	the	DET
ajst-9443	107	5	development	development	NOUN
ajst-9443	107	6	of	of	ADP
ajst-9443	107	7	vacuum	vacuum	NOUN
ajst-9443	107	8	-	-	PUNCT
ajst-9443	107	9	based	base	VERB
ajst-9443	107	10	deposition	deposition	NOUN
ajst-9443	107	11	techniques	technique	NOUN
ajst-9443	107	12	for	for	ADP
ajst-9443	107	13	perovskite	perovskite	ADJ
ajst-9443	107	14	solar	solar	ADJ
ajst-9443	107	15	cells	cell	NOUN
ajst-9443	107	16	.	.	PUNCT
ajst-9443	108	1	journal	journal	NOUN
ajst-9443	108	2	of	of	ADP
ajst-9443	108	3	materials	material	NOUN
ajst-9443	108	4	chemistry	chemistry	NOUN
ajst-9443	108	5	a	a	PRON
ajst-9443	108	6	,	,	PUNCT
ajst-9443	108	7	5(12	5(12	NUM
ajst-9443	108	8	):	):	PUNCT
ajst-9443	108	9	5483	5483	NUM
ajst-9443	108	10	-	-	SYM
ajst-9443	108	11	5503	5503	NUM
ajst-9443	108	12	.	.	PUNCT
ajst-9443	109	1	[	[	X
ajst-9443	109	2	13	13	NUM
ajst-9443	109	3	]	]	X
ajst-9443	109	4	kim	kim	PROPN
ajst-9443	109	5	,	,	PUNCT
ajst-9443	109	6	h.	h.	PROPN
ajst-9443	109	7	s.	s.	PROPN
ajst-9443	109	8	,	,	PUNCT
ajst-9443	109	9	lee	lee	PROPN
ajst-9443	109	10	,	,	PUNCT
ajst-9443	109	11	c.	c.	PROPN
ajst-9443	109	12	r.	r.	PROPN
ajst-9443	109	13	,	,	PUNCT
ajst-9443	109	14	i	i	PRON
ajst-9443	109	15	m	m	PROPN
ajst-9443	109	16	,	,	PUNCT
ajst-9443	109	17	j.	j.	PROPN
ajst-9443	109	18	h.	h.	PROPN
ajst-9443	109	19	,	,	PUNCT
ajst-9443	109	20	et	et	PROPN
ajst-9443	109	21	al	al	PROPN
ajst-9443	109	22	.	.	PUNCT
ajst-9443	110	1	(	(	PUNCT
ajst-9443	110	2	2012	2012	NUM
ajst-9443	110	3	)	)	PUNCT
ajst-9443	110	4	.	.	PUNCT
ajst-9443	111	1	lead	lead	ADJ
ajst-9443	111	2	iodide	iodide	NOUN
ajst-9443	111	3	perovskite	perovskite	NOUN
ajst-9443	111	4	sensitized	sensitize	VERB
ajst-9443	111	5	all	all	PRON
ajst-9443	111	6	-	-	PUNCT
ajst-9443	111	7	solid	solid	ADJ
ajst-9443	111	8	-	-	PUNCT
ajst-9443	111	9	state	state	NOUN
ajst-9443	111	10	submicron	submicron	NOUN
ajst-9443	111	11	thin	thin	ADJ
ajst-9443	111	12	film	film	NOUN
ajst-9443	111	13	mesoscopic	mesoscopic	VERB
ajst-9443	111	14	solar	solar	ADJ
ajst-9443	111	15	cell	cell	NOUN
ajst-9443	111	16	with	with	ADP
ajst-9443	111	17	efficiency	efficiency	NOUN
ajst-9443	111	18	exceeding	exceed	VERB
ajst-9443	111	19	9	9	NUM
ajst-9443	111	20	%	%	NOUN
ajst-9443	111	21	.	.	PUNCT
ajst-9443	112	1	scientific	scientific	ADJ
ajst-9443	112	2	reports	report	NOUN
ajst-9443	112	3	,	,	PUNCT
ajst-9443	112	4	2	2	NUM
ajst-9443	112	5	:	:	SYM
ajst-9443	112	6	591	591	NUM
ajst-9443	112	7	.	.	PUNCT
ajst-9443	113	1	[	[	X
ajst-9443	113	2	14	14	NUM
ajst-9443	113	3	]	]	SYM
ajst-9443	113	4	wu	wu	PROPN
ajst-9443	113	5	,	,	PUNCT
ajst-9443	113	6	y.	y.	PROPN
ajst-9443	113	7	,	,	PUNCT
ajst-9443	113	8	zhu	zhu	PROPN
ajst-9443	113	9	,	,	PUNCT
ajst-9443	113	10	w.	w.	PROPN
ajst-9443	113	11	,	,	PUNCT
ajst-9443	113	12	bai	bai	PROPN
ajst-9443	113	13	,	,	PUNCT
ajst-9443	113	14	y.	y.	PROPN
ajst-9443	113	15	,	,	PUNCT
ajst-9443	113	16	et	et	PROPN
ajst-9443	113	17	al	al	PROPN
ajst-9443	113	18	.	.	PUNCT
ajst-9443	113	19	(	(	PUNCT
ajst-9443	113	20	2015	2015	NUM
ajst-9443	113	21	)	)	PUNCT
ajst-9443	113	22	.	.	PUNCT
ajst-9443	114	1	controlled	control	VERB
ajst-9443	114	2	grain	grain	NOUN
ajst-9443	114	3	growth	growth	NOUN
ajst-9443	114	4	and	and	CCONJ
ajst-9443	114	5	interfacial	interfacial	ADJ
ajst-9443	114	6	engineering	engineering	NOUN
ajst-9443	114	7	for	for	ADP
ajst-9443	114	8	efficient	efficient	ADJ
ajst-9443	114	9	perovskite	perovskite	ADJ
ajst-9443	114	10	solar	solar	ADJ
ajst-9443	114	11	cells	cell	NOUN
ajst-9443	114	12	.	.	PUNCT
ajst-9443	115	1	advanced	advanced	ADJ
ajst-9443	115	2	materials	material	NOUN
ajst-9443	115	3	,	,	PUNCT
ajst-9443	115	4	27(43	27(43	NUM
ajst-9443	115	5	):	):	PUNCT
ajst-9443	115	6	6704	6704	NUM
ajst-9443	115	7	-	-	SYM
ajst-9443	115	8	6711	6711	NUM
ajst-9443	115	9	.	.	PUNCT
ajst-9443	116	1	[	[	X
ajst-9443	116	2	15	15	NUM
ajst-9443	116	3	]	]	X
ajst-9443	116	4	stranks	strank	NOUN
ajst-9443	116	5	,	,	PUNCT
ajst-9443	116	6	s.	s.	PROPN
ajst-9443	116	7	d.	d.	PROPN
ajst-9443	116	8	,	,	PUNCT
ajst-9443	116	9	eperon	eperon	PROPN
ajst-9443	116	10	,	,	PUNCT
ajst-9443	116	11	g.	g.	PROPN
ajst-9443	116	12	e.	e.	PROPN
ajst-9443	116	13	,	,	PUNCT
ajst-9443	116	14	grancini	grancini	PROPN
ajst-9443	116	15	,	,	PUNCT
ajst-9443	116	16	g.	g.	PROPN
ajst-9443	116	17	,	,	PUNCT
ajst-9443	116	18	et	et	PROPN
ajst-9443	116	19	al	al	PROPN
ajst-9443	116	20	.	.	PROPN
ajst-9443	116	21	(	(	PUNCT
ajst-9443	116	22	2013	2013	NUM
ajst-9443	116	23	)	)	PUNCT
ajst-9443	116	24	.	.	PUNCT
ajst-9443	117	1	electron	electron	NOUN
ajst-9443	117	2	-	-	PUNCT
ajst-9443	117	3	hole	hole	NOUN
ajst-9443	117	4	diffusion	diffusion	NOUN
ajst-9443	117	5	lengths	length	NOUN
ajst-9443	117	6	exceeding	exceed	VERB
ajst-9443	117	7	1	1	NUM
ajst-9443	117	8	micrometer	micrometer	NOUN
ajst-9443	117	9	in	in	ADP
ajst-9443	117	10	an	an	DET
ajst-9443	117	11	organometal	organometal	ADJ
ajst-9443	117	12	trihalide	trihalide	ADJ
ajst-9443	117	13	perovskite	perovskite	NOUN
ajst-9443	117	14	absorber	absorber	NOUN
ajst-9443	117	15	.	.	PUNCT
ajst-9443	118	1	science	science	NOUN
ajst-9443	118	2	,	,	PUNCT
ajst-9443	118	3	342(6156	342(6156	NUM
ajst-9443	118	4	):	):	PUNCT
ajst-9443	118	5	341	341	NUM
ajst-9443	118	6	-	-	SYM
ajst-9443	118	7	344	344	NUM
ajst-9443	118	8	.	.	PUNCT
ajst-9443	119	1	[	[	X
ajst-9443	119	2	16	16	NUM
ajst-9443	119	3	]	]	X
ajst-9443	119	4	chen	chen	PROPN
ajst-9443	119	5	,	,	PUNCT
ajst-9443	119	6	h.	h.	PROPN
ajst-9443	119	7	,	,	PUNCT
ajst-9443	119	8	wei	wei	PROPN
ajst-9443	119	9	,	,	PUNCT
ajst-9443	119	10	j.	j.	PROPN
ajst-9443	119	11	,	,	PUNCT
ajst-9443	119	12	yang	yang	PROPN
ajst-9443	119	13	,	,	PUNCT
ajst-9443	119	14	l.	l.	PROPN
ajst-9443	119	15	,	,	PUNCT
ajst-9443	119	16	et	et	PROPN
ajst-9443	119	17	al	al	PROPN
ajst-9443	119	18	.	.	PUNCT
ajst-9443	119	19	(	(	PUNCT
ajst-9443	119	20	2015	2015	NUM
ajst-9443	119	21	)	)	PUNCT
ajst-9443	119	22	.	.	PUNCT
ajst-9443	120	1	efficient	efficient	ADJ
ajst-9443	120	2	and	and	CCONJ
ajst-9443	120	3	stable	stable	ADJ
ajst-9443	120	4	planar	planar	ADJ
ajst-9443	120	5	heterojunction	heterojunction	NOUN
ajst-9443	120	6	perovskite	perovskite	VERB
ajst-9443	120	7	solar	solar	ADJ
ajst-9443	120	8	cells	cell	NOUN
ajst-9443	120	9	with	with	ADP
ajst-9443	120	10	cuscn	cuscn	NOUN
ajst-9443	120	11	as	as	ADP
ajst-9443	120	12	the	the	DET
ajst-9443	120	13	inorganic	inorganic	ADJ
ajst-9443	120	14	hole	hole	NOUN
ajst-9443	120	15	conductor	conductor	NOUN
ajst-9443	120	16	.	.	PUNCT
ajst-9443	121	1	journal	journal	NOUN
ajst-9443	121	2	of	of	ADP
ajst-9443	121	3	materials	material	NOUN
ajst-9443	121	4	chemistry	chemistry	NOUN
ajst-9443	121	5	a	a	PRON
ajst-9443	121	6	,	,	PUNCT
ajst-9443	121	7	3(18	3(18	NUM
ajst-9443	121	8	):	):	PUNCT
ajst-9443	121	9	9090	9090	NUM
ajst-9443	121	10	-	-	SYM
ajst-9443	121	11	9095	9095	NUM
ajst-9443	121	12	.	.	PUNCT
ajst-9443	122	1	[	[	X
ajst-9443	122	2	17	17	NUM
ajst-9443	122	3	]	]	X
ajst-9443	122	4	han	han	PROPN
ajst-9443	122	5	,	,	PUNCT
ajst-9443	122	6	y.	y.	PROPN
ajst-9443	122	7	,	,	PUNCT
ajst-9443	122	8	meyer	meyer	PROPN
ajst-9443	122	9	,	,	PUNCT
ajst-9443	122	10	s.	s.	PROPN
ajst-9443	122	11	,	,	PUNCT
ajst-9443	122	12	dkhissi	dkhissi	PROPN
ajst-9443	122	13	,	,	PUNCT
ajst-9443	122	14	y.	y.	PROPN
ajst-9443	122	15	,	,	PUNCT
ajst-9443	122	16	et	et	PROPN
ajst-9443	122	17	al	al	PROPN
ajst-9443	122	18	.	.	PUNCT
ajst-9443	122	19	(	(	PUNCT
ajst-9443	122	20	2015	2015	NUM
ajst-9443	122	21	)	)	PUNCT
ajst-9443	122	22	.	.	PUNCT
ajst-9443	123	1	degradation	degradation	NOUN
ajst-9443	123	2	observations	observation	NOUN
ajst-9443	123	3	of	of	ADP
ajst-9443	123	4	encapsulated	encapsulate	VERB
ajst-9443	123	5	planar	planar	ADJ
ajst-9443	123	6	ch3nh3pbi3	ch3nh3pbi3	NOUN
ajst-9443	123	7	perovskite	perovskite	VERB
ajst-9443	123	8	solar	solar	ADJ
ajst-9443	123	9	cells	cell	NOUN
ajst-9443	123	10	at	at	ADP
ajst-9443	123	11	high	high	ADJ
ajst-9443	123	12	temperatures	temperature	NOUN
ajst-9443	123	13	and	and	CCONJ
ajst-9443	123	14	humidity	humidity	NOUN
ajst-9443	123	15	.	.	PUNCT
ajst-9443	124	1	journal	journal	NOUN
ajst-9443	124	2	of	of	ADP
ajst-9443	124	3	materials	material	NOUN
ajst-9443	124	4	chemistry	chemistry	NOUN
ajst-9443	124	5	a	a	PRON
ajst-9443	124	6	,	,	PUNCT
ajst-9443	124	7	3(15	3(15	NUM
ajst-9443	124	8	):	):	PUNCT
ajst-9443	124	9	8139	8139	NUM
ajst-9443	124	10	-	-	SYM
ajst-9443	124	11	8147	8147	NUM
ajst-9443	124	12	.	.	PUNCT
ajst-9443	125	1	[	[	X
ajst-9443	125	2	18	18	NUM
ajst-9443	125	3	]	]	X
ajst-9443	125	4	niu	niu	PROPN
ajst-9443	125	5	,	,	PUNCT
ajst-9443	125	6	g.	g.	PROPN
ajst-9443	125	7	,	,	PUNCT
ajst-9443	125	8	guo	guo	PROPN
ajst-9443	125	9	,	,	PUNCT
ajst-9443	125	10	x.	x.	PROPN
ajst-9443	125	11	,	,	PUNCT
ajst-9443	125	12	wang	wang	PROPN
ajst-9443	125	13	,	,	PUNCT
ajst-9443	125	14	l.	l.	PROPN
ajst-9443	125	15	,	,	PUNCT
ajst-9443	125	16	et	et	PROPN
ajst-9443	125	17	al	al	PROPN
ajst-9443	125	18	.	.	PUNCT
ajst-9443	125	19	(	(	PUNCT
ajst-9443	125	20	2015	2015	NUM
ajst-9443	125	21	)	)	PUNCT
ajst-9443	125	22	.	.	PUNCT
ajst-9443	126	1	water	water	NOUN
ajst-9443	126	2	-	-	PUNCT
ajst-9443	126	3	resistant	resistant	ADJ
ajst-9443	126	4	perovskite	perovskite	NOUN
ajst-9443	126	5	solar	solar	ADJ
ajst-9443	126	6	cells	cell	NOUN
ajst-9443	126	7	via	via	ADP
ajst-9443	126	8	grafting	graft	VERB
ajst-9443	126	9	dihydroxyphenylalanine	dihydroxyphenylalanine	ADJ
ajst-9443	126	10	polymer	polymer	NOUN
ajst-9443	126	11	.	.	PUNCT
ajst-9443	127	1	journal	journal	NOUN
ajst-9443	127	2	of	of	ADP
ajst-9443	127	3	the	the	DET
ajst-9443	127	4	american	american	PROPN
ajst-9443	127	5	chemical	chemical	PROPN
ajst-9443	127	6	society	society	PROPN
ajst-9443	127	7	,	,	PUNCT
ajst-9443	127	8	137(43	137(43	NUM
ajst-9443	127	9	):	):	PUNCT
ajst-9443	127	10	13934	13934	NUM
ajst-9443	127	11	-	-	SYM
ajst-9443	127	12	13939	13939	NUM
ajst-9443	127	13	.	.	PUNCT
ajst-9443	128	1	[	[	X
ajst-9443	128	2	19	19	NUM
ajst-9443	128	3	]	]	X
ajst-9443	128	4	national	national	ADJ
ajst-9443	128	5	renewable	renewable	ADJ
ajst-9443	128	6	energy	energy	NOUN
ajst-9443	128	7	laboratory	laboratory	NOUN
ajst-9443	128	8	.	.	PUNCT
ajst-9443	129	1	(	(	PUNCT
ajst-9443	129	2	2022	2022	NUM
ajst-9443	129	3	)	)	PUNCT
ajst-9443	129	4	.	.	PUNCT
ajst-9443	130	1	best	good	ADJ
ajst-9443	130	2	research	research	NOUN
ajst-9443	130	3	-	-	PUNCT
ajst-9443	130	4	cell	cell	NOUN
ajst-9443	130	5	efficiency	efficiency	NOUN
ajst-9443	130	6	chart	chart	NOUN
ajst-9443	130	7	..	..	PUNCT
ajst-9443	130	8	https://www.nrel.gov/pv/cellefficiency.html	https://www.nrel.gov/pv/cellefficiency.html	X
ajst-9443	131	1	[	[	X
ajst-9443	131	2	20	20	NUM
ajst-9443	131	3	]	]	SYM
ajst-9443	131	4	yu	yu	PROPN
ajst-9443	131	5	,	,	PUNCT
ajst-9443	131	6	y.	y.	PROPN
ajst-9443	131	7	,	,	PUNCT
ajst-9443	131	8	zhao	zhao	PROPN
ajst-9443	131	9	,	,	PUNCT
ajst-9443	131	10	y.	y.	PROPN
ajst-9443	131	11	,	,	PUNCT
ajst-9443	131	12	liu	liu	PROPN
ajst-9443	131	13	,	,	PUNCT
ajst-9443	131	14	s.	s.	PROPN
ajst-9443	131	15	,	,	PUNCT
ajst-9443	131	16	et	et	PROPN
ajst-9443	131	17	al	al	PROPN
ajst-9443	131	18	.	.	PROPN
ajst-9443	132	1	(	(	PUNCT
ajst-9443	132	2	2019	2019	NUM
ajst-9443	132	3	)	)	PUNCT
ajst-9443	132	4	.	.	PUNCT
ajst-9443	133	1	progress	progress	NOUN
ajst-9443	133	2	in	in	ADP
ajst-9443	133	3	the	the	DET
ajst-9443	133	4	research	research	NOUN
ajst-9443	133	5	and	and	CCONJ
ajst-9443	133	6	application	application	NOUN
ajst-9443	133	7	of	of	ADP
ajst-9443	133	8	perovskite	perovskite	ADJ
ajst-9443	133	9	solar	solar	ADJ
ajst-9443	133	10	cells	cell	NOUN
ajst-9443	133	11	for	for	ADP
ajst-9443	133	12	building	build	VERB
ajst-9443	133	13	integrated	integrate	VERB
ajst-9443	133	14	photovoltaics	photovoltaic	NOUN
ajst-9443	133	15	.	.	PUNCT
ajst-9443	134	1	solar	solar	ADJ
ajst-9443	134	2	energy	energy	NOUN
ajst-9443	134	3	,	,	PUNCT
ajst-9443	134	4	185	185	NUM
ajst-9443	134	5	:	:	SYM
ajst-9443	134	6	185	185	NUM
ajst-9443	134	7	-	-	SYM
ajst-9443	134	8	197	197	NUM
ajst-9443	134	9	.	.	PUNCT
ajst-9443	135	1	[	[	X
ajst-9443	135	2	21	21	NUM
ajst-9443	135	3	]	]	X
ajst-9443	135	4	jiang	jiang	PROPN
ajst-9443	135	5	,	,	PUNCT
ajst-9443	135	6	q.	q.	PROPN
ajst-9443	135	7	,	,	PUNCT
ajst-9443	135	8	liu	liu	PROPN
ajst-9443	135	9	,	,	PUNCT
ajst-9443	135	10	m.	m.	NOUN
ajst-9443	135	11	,	,	PUNCT
ajst-9443	135	12	zhang	zhang	PROPN
ajst-9443	135	13	,	,	PUNCT
ajst-9443	135	14	l.	l.	PROPN
ajst-9443	135	15	,	,	PUNCT
ajst-9443	135	16	et	et	PROPN
ajst-9443	135	17	al	al	PROPN
ajst-9443	135	18	.	.	PROPN
ajst-9443	135	19	(	(	PUNCT
ajst-9443	135	20	2020	2020	NUM
ajst-9443	135	21	)	)	PUNCT
ajst-9443	135	22	.	.	PUNCT
ajst-9443	136	1	flexible	flexible	ADJ
ajst-9443	136	2	perovskite	perovskite	NOUN
ajst-9443	136	3	solar	solar	ADJ
ajst-9443	136	4	cells	cell	NOUN
ajst-9443	136	5	for	for	ADP
ajst-9443	136	6	wearable	wearable	ADJ
ajst-9443	136	7	electronics	electronic	NOUN
ajst-9443	136	8	.	.	PUNCT
ajst-9443	137	1	acs	acs	PROPN
ajst-9443	137	2	applied	apply	VERB
ajst-9443	137	3	materials	material	NOUN
ajst-9443	137	4	&	&	CCONJ
ajst-9443	137	5	interfaces	interface	NOUN
ajst-9443	137	6	,	,	PUNCT
ajst-9443	137	7	12(2):1808	12(2):1808	NUM
ajst-9443	137	8	-	-	SYM
ajst-9443	137	9	1818	1818	NUM
ajst-9443	137	10	.	.	PUNCT