id	sid	tid	token	lemma	pos
cet-15451	1	1	doi	doi	NOUN
cet-15451	1	2	:	:	PUNCT
cet-15451	1	3	10.3303	10.3303	NUM
cet-15451	1	4	/	/	SYM
cet-15451	1	5	cet25117201	cet25117201	ADJ
cet-15451	1	6	paper	paper	NOUN
cet-15451	1	7	received	receive	VERB
cet-15451	1	8	:	:	PUNCT
cet-15451	1	9	5	5	NUM
cet-15451	1	10	september	september	PROPN
cet-15451	1	11	2024	2024	NUM
cet-15451	1	12	;	;	PUNCT
cet-15451	1	13	revised	revise	VERB
cet-15451	1	14	:	:	PUNCT
cet-15451	1	15	18	18	NUM
cet-15451	1	16	december	december	PROPN
cet-15451	1	17	2024	2024	NUM
cet-15451	1	18	;	;	PUNCT
cet-15451	1	19	accepted	accept	VERB
cet-15451	1	20	:	:	PUNCT
cet-15451	1	21	19	19	NUM
cet-15451	1	22	june	june	PROPN
cet-15451	1	23	2025	2025	NUM
cet-15451	1	24	please	please	INTJ
cet-15451	1	25	cite	cite	VERB
cet-15451	1	26	this	this	DET
cet-15451	1	27	article	article	NOUN
cet-15451	1	28	as	as	ADP
cet-15451	1	29	:	:	PUNCT
cet-15451	1	30	igberase	igberase	PROPN
cet-15451	1	31	e.	e.	PROPN
cet-15451	1	32	,	,	PUNCT
cet-15451	1	33	mkhize	mkhize	PROPN
cet-15451	1	34	i.g	i.g	PROPN
cet-15451	1	35	.	.	PROPN
cet-15451	1	36	,	,	PUNCT
cet-15451	1	37	2025	2025	NUM
cet-15451	1	38	,	,	PUNCT
cet-15451	1	39	application	application	NOUN
cet-15451	1	40	of	of	ADP
cet-15451	1	41	response	response	NOUN
cet-15451	1	42	surface	surface	NOUN
cet-15451	1	43	methodology	methodology	NOUN
cet-15451	1	44	and	and	CCONJ
cet-15451	1	45	artificial	artificial	ADJ
cet-15451	1	46	neural	neural	ADJ
cet-15451	1	47	network	network	NOUN
cet-15451	1	48	in	in	ADP
cet-15451	1	49	the	the	DET
cet-15451	1	50	adsorption	adsorption	NOUN
cet-15451	1	51	of	of	ADP
cet-15451	1	52	methylene	methylene	NOUN
cet-15451	1	53	blue	blue	NOUN
cet-15451	1	54	using	use	VERB
cet-15451	1	55	enhansed	enhanse	VERB
cet-15451	1	56	chitosan	chitosan	NOUN
cet-15451	1	57	beads	bead	NOUN
cet-15451	1	58	,	,	PUNCT
cet-15451	1	59	chemical	chemical	ADJ
cet-15451	1	60	engineering	engineering	NOUN
cet-15451	1	61	transactions	transaction	NOUN
cet-15451	1	62	,	,	PUNCT
cet-15451	1	63	117	117	NUM
cet-15451	1	64	,	,	PUNCT
cet-15451	1	65	1201	1201	NUM
cet-15451	1	66	-	-	SYM
cet-15451	1	67	1206	1206	NUM
cet-15451	1	68	doi:10.3303	doi:10.3303	NOUN
cet-15451	1	69	/	/	SYM
cet-15451	1	70	cet25117201	cet25117201	ADJ
cet-15451	1	71	chemical	chemical	NOUN
cet-15451	1	72	engineering	engineering	NOUN
cet-15451	1	73	transactions	transaction	NOUN
cet-15451	1	74	vol	vol	NOUN
cet-15451	1	75	.	.	PROPN
cet-15451	1	76	117	117	NUM
cet-15451	1	77	,	,	PUNCT
cet-15451	1	78	2025	2025	NUM
cet-15451	1	79	a	a	DET
cet-15451	1	80	publication	publication	NOUN
cet-15451	1	81	of	of	ADP
cet-15451	1	82	the	the	DET
cet-15451	1	83	italian	italian	ADJ
cet-15451	1	84	association	association	NOUN
cet-15451	1	85	of	of	ADP
cet-15451	1	86	chemical	chemical	PROPN
cet-15451	1	87	engineering	engineering	NOUN
cet-15451	1	88	online	online	ADV
cet-15451	1	89	at	at	ADP
cet-15451	1	90	www.cetjournal.it	www.cetjournal.it	PROPN
cet-15451	1	91	guest	guest	NOUN
cet-15451	1	92	editors	editor	NOUN
cet-15451	1	93	:	:	PUNCT
cet-15451	1	94	fabrizio	fabrizio	PROPN
cet-15451	1	95	bezzo	bezzo	PROPN
cet-15451	1	96	,	,	PUNCT
cet-15451	1	97	flavio	flavio	PROPN
cet-15451	1	98	manenti	manenti	PROPN
cet-15451	1	99	,	,	PUNCT
cet-15451	1	100	gabriele	gabriele	PROPN
cet-15451	1	101	pannocchia	pannocchia	PROPN
cet-15451	1	102	,	,	PUNCT
cet-15451	1	103	almerinda	almerinda	PROPN
cet-15451	1	104	di	di	PROPN
cet-15451	1	105	benedetto	benedetto	PROPN
cet-15451	1	106	copyright	copyright	PROPN
cet-15451	1	107	©	©	PROPN
cet-15451	1	108	2025	2025	NUM
cet-15451	1	109	,	,	PUNCT
cet-15451	1	110	aidic	aidic	ADJ
cet-15451	1	111	servizi	servizi	PROPN
cet-15451	1	112	s.r.l	s.r.l	NOUN
cet-15451	1	113	.	.	PUNCT
cet-15451	2	1	isbn	isbn	PROPN
cet-15451	2	2	979	979	NUM
cet-15451	2	3	-	-	SYM
cet-15451	2	4	12	12	NUM
cet-15451	2	5	-	-	PUNCT
cet-15451	2	6	81206	81206	NUM
cet-15451	2	7	-	-	SYM
cet-15451	2	8	17	17	NUM
cet-15451	2	9	-	-	SYM
cet-15451	2	10	5	5	NUM
cet-15451	2	11	;	;	PUNCT
cet-15451	2	12	issn	issn	PROPN
cet-15451	2	13	2283	2283	NUM
cet-15451	2	14	-	-	SYM
cet-15451	2	15	9216	9216	NUM
cet-15451	2	16	application	application	NOUN
cet-15451	2	17	of	of	ADP
cet-15451	2	18	response	response	NOUN
cet-15451	2	19	surface	surface	NOUN
cet-15451	2	20	methodology	methodology	NOUN
cet-15451	2	21	and	and	CCONJ
cet-15451	2	22	artificial	artificial	ADJ
cet-15451	2	23	neural	neural	ADJ
cet-15451	2	24	network	network	NOUN
cet-15451	2	25	in	in	ADP
cet-15451	2	26	the	the	DET
cet-15451	2	27	adsorption	adsorption	NOUN
cet-15451	2	28	of	of	ADP
cet-15451	2	29	methylene	methylene	NOUN
cet-15451	2	30	blue	blue	NOUN
cet-15451	2	31	using	use	VERB
cet-15451	2	32	enhanced	enhanced	ADJ
cet-15451	2	33	chitosan	chitosan	NOUN
cet-15451	2	34	beads	bead	NOUN
cet-15451	2	35	ephraim	ephraim	PROPN
cet-15451	2	36	igberase	igberase	PROPN
cet-15451	2	37	*	*	PROPN
cet-15451	2	38	,	,	PUNCT
cet-15451	2	39	innocentia	innocentia	PROPN
cet-15451	2	40	g.	g.	PROPN
cet-15451	2	41	mkhize	mkhize	PROPN
cet-15451	2	42	department	department	PROPN
cet-15451	2	43	of	of	ADP
cet-15451	2	44	chemical	chemical	PROPN
cet-15451	2	45	engineering	engineering	PROPN
cet-15451	2	46	,	,	PUNCT
cet-15451	2	47	durban	durban	PROPN
cet-15451	2	48	university	university	PROPN
cet-15451	2	49	of	of	ADP
cet-15451	2	50	technology	technology	NOUN
cet-15451	2	51	,	,	PUNCT
cet-15451	2	52	steve	steve	PROPN
cet-15451	2	53	biko	biko	PROPN
cet-15451	2	54	,	,	PUNCT
cet-15451	2	55	durban	durban	PROPN
cet-15451	2	56	,	,	PUNCT
cet-15451	2	57	south	south	PROPN
cet-15451	2	58	africa	africa	PROPN
cet-15451	2	59	ephraimi@dut.ac.za	ephraimi@dut.ac.za	VERB
cet-15451	2	60	a	a	DET
cet-15451	2	61	technique	technique	NOUN
cet-15451	2	62	was	be	AUX
cet-15451	2	63	developed	develop	VERB
cet-15451	2	64	to	to	PART
cet-15451	2	65	determine	determine	VERB
cet-15451	2	66	the	the	DET
cet-15451	2	67	adsorption	adsorption	NOUN
cet-15451	2	68	of	of	ADP
cet-15451	2	69	methylene	methylene	ADJ
cet-15451	2	70	blue	blue	NOUN
cet-15451	2	71	(	(	PUNCT
cet-15451	2	72	mb	mb	NOUN
cet-15451	2	73	)	)	PUNCT
cet-15451	2	74	from	from	ADP
cet-15451	2	75	synthetic	synthetic	ADJ
cet-15451	2	76	wastewater	wastewater	NOUN
cet-15451	2	77	.	.	PUNCT
cet-15451	3	1	on	on	ADP
cet-15451	3	2	this	this	DET
cet-15451	3	3	note	note	NOUN
cet-15451	3	4	,	,	PUNCT
cet-15451	3	5	chitosan	chitosan	ADJ
cet-15451	3	6	beads	bead	NOUN
cet-15451	3	7	(	(	PUNCT
cet-15451	3	8	cs	cs	X
cet-15451	3	9	)	)	PUNCT
cet-15451	3	10	were	be	AUX
cet-15451	3	11	developed	develop	VERB
cet-15451	3	12	,	,	PUNCT
cet-15451	3	13	the	the	DET
cet-15451	3	14	beads	bead	NOUN
cet-15451	3	15	were	be	AUX
cet-15451	3	16	cross	cross	ADJ
cet-15451	3	17	-	-	VERB
cet-15451	3	18	linked	link	VERB
cet-15451	3	19	with	with	ADP
cet-15451	3	20	glutaraldehyde	glutaraldehyde	PROPN
cet-15451	3	21	(	(	PUNCT
cet-15451	3	22	ccs	ccs	PROPN
cet-15451	3	23	)	)	PUNCT
cet-15451	3	24	and	and	CCONJ
cet-15451	3	25	thereafter	thereafter	ADV
cet-15451	3	26	grafted	graft	VERB
cet-15451	3	27	with	with	ADP
cet-15451	3	28	aniline	aniline	NOUN
cet-15451	3	29	(	(	PUNCT
cet-15451	3	30	gccs	gccs	NOUN
cet-15451	3	31	)	)	PUNCT
cet-15451	3	32	.	.	PUNCT
cet-15451	4	1	the	the	DET
cet-15451	4	2	properties	property	NOUN
cet-15451	4	3	of	of	ADP
cet-15451	4	4	the	the	DET
cet-15451	4	5	developed	develop	VERB
cet-15451	4	6	materials	material	NOUN
cet-15451	4	7	were	be	AUX
cet-15451	4	8	assessed	assess	VERB
cet-15451	4	9	utilizing	utilize	VERB
cet-15451	4	10	xrd	xrd	NOUN
cet-15451	4	11	and	and	CCONJ
cet-15451	4	12	bet	bet	NOUN
cet-15451	4	13	.	.	PUNCT
cet-15451	5	1	the	the	DET
cet-15451	5	2	study	study	NOUN
cet-15451	5	3	analyzed	analyze	VERB
cet-15451	5	4	parameters	parameter	NOUN
cet-15451	5	5	,	,	PUNCT
cet-15451	5	6	including	include	VERB
cet-15451	5	7	ph	ph	NOUN
cet-15451	5	8	,	,	PUNCT
cet-15451	5	9	contact	contact	NOUN
cet-15451	5	10	time	time	NOUN
cet-15451	5	11	,	,	PUNCT
cet-15451	5	12	adsorbent	adsorbent	NOUN
cet-15451	5	13	dose	dose	NOUN
cet-15451	5	14	,	,	PUNCT
cet-15451	5	15	and	and	CCONJ
cet-15451	5	16	initial	initial	ADJ
cet-15451	5	17	concentration	concentration	NOUN
cet-15451	5	18	.	.	PUNCT
cet-15451	6	1	these	these	DET
cet-15451	6	2	parameters	parameter	NOUN
cet-15451	6	3	were	be	AUX
cet-15451	6	4	used	use	VERB
cet-15451	6	5	as	as	ADP
cet-15451	6	6	input	input	NOUN
cet-15451	6	7	data	datum	NOUN
cet-15451	6	8	,	,	PUNCT
cet-15451	6	9	while	while	SCONJ
cet-15451	6	10	the	the	DET
cet-15451	6	11	output	output	NOUN
cet-15451	6	12	data	datum	NOUN
cet-15451	6	13	was	be	AUX
cet-15451	6	14	based	base	VERB
cet-15451	6	15	on	on	ADP
cet-15451	6	16	mb	mb	ADP
cet-15451	6	17	removal	removal	NOUN
cet-15451	6	18	efficiency	efficiency	NOUN
cet-15451	6	19	.	.	PUNCT
cet-15451	7	1	for	for	ADP
cet-15451	7	2	prediction	prediction	NOUN
cet-15451	7	3	and	and	CCONJ
cet-15451	7	4	optimization	optimization	NOUN
cet-15451	7	5	,	,	PUNCT
cet-15451	7	6	response	response	NOUN
cet-15451	7	7	surface	surface	NOUN
cet-15451	7	8	methodology	methodology	NOUN
cet-15451	7	9	/	/	SYM
cet-15451	7	10	central	central	ADJ
cet-15451	7	11	composite	composite	ADJ
cet-15451	7	12	design	design	NOUN
cet-15451	7	13	(	(	PUNCT
cet-15451	7	14	rsm	rsm	NOUN
cet-15451	7	15	-	-	ADJ
cet-15451	7	16	ccd	ccd	NOUN
cet-15451	7	17	)	)	PUNCT
cet-15451	7	18	and	and	CCONJ
cet-15451	7	19	artificial	artificial	ADJ
cet-15451	7	20	neural	neural	ADJ
cet-15451	7	21	network	network	NOUN
cet-15451	7	22	(	(	PUNCT
cet-15451	7	23	ann	ann	PROPN
cet-15451	7	24	)	)	PUNCT
cet-15451	7	25	were	be	AUX
cet-15451	7	26	applied	apply	VERB
cet-15451	7	27	for	for	ADP
cet-15451	7	28	mb	mb	NOUN
cet-15451	7	29	adsorption	adsorption	NOUN
cet-15451	7	30	.	.	PUNCT
cet-15451	8	1	additionally	additionally	ADV
cet-15451	8	2	,	,	PUNCT
cet-15451	8	3	the	the	DET
cet-15451	8	4	relevance	relevance	NOUN
cet-15451	8	5	of	of	ADP
cet-15451	8	6	these	these	DET
cet-15451	8	7	models	model	NOUN
cet-15451	8	8	was	be	AUX
cet-15451	8	9	analyzed	analyze	VERB
cet-15451	8	10	using	use	VERB
cet-15451	8	11	statistical	statistical	ADJ
cet-15451	8	12	metrics	metric	NOUN
cet-15451	8	13	.	.	PUNCT
cet-15451	9	1	however	however	ADV
cet-15451	9	2	,	,	PUNCT
cet-15451	9	3	in	in	ADP
cet-15451	9	4	developing	develop	VERB
cet-15451	9	5	the	the	DET
cet-15451	9	6	ann	ann	PROPN
cet-15451	9	7	model	model	NOUN
cet-15451	9	8	,	,	PUNCT
cet-15451	9	9	70	70	NUM
cet-15451	9	10	%	%	NOUN
cet-15451	9	11	of	of	ADP
cet-15451	9	12	the	the	DET
cet-15451	9	13	data	datum	NOUN
cet-15451	9	14	was	be	AUX
cet-15451	9	15	allocated	allocate	VERB
cet-15451	9	16	for	for	ADP
cet-15451	9	17	training	training	NOUN
cet-15451	9	18	,	,	PUNCT
cet-15451	9	19	15	15	NUM
cet-15451	9	20	%	%	NOUN
cet-15451	9	21	for	for	ADP
cet-15451	9	22	validation	validation	NOUN
cet-15451	9	23	,	,	PUNCT
cet-15451	9	24	and	and	CCONJ
cet-15451	9	25	15	15	NUM
cet-15451	9	26	%	%	NOUN
cet-15451	9	27	for	for	ADP
cet-15451	9	28	testing	testing	NOUN
cet-15451	9	29	.	.	PUNCT
cet-15451	10	1	based	base	VERB
cet-15451	10	2	on	on	ADP
cet-15451	10	3	the	the	DET
cet-15451	10	4	rsm	rsm	ADJ
cet-15451	10	5	-	-	ADJ
cet-15451	10	6	ccd	ccd	ADJ
cet-15451	10	7	findings	finding	NOUN
cet-15451	10	8	,	,	PUNCT
cet-15451	10	9	the	the	DET
cet-15451	10	10	optimization	optimization	NOUN
cet-15451	10	11	outcome	outcome	VERB
cet-15451	10	12	for	for	ADP
cet-15451	10	13	the	the	DET
cet-15451	10	14	process	process	NOUN
cet-15451	10	15	parameters	parameter	NOUN
cet-15451	10	16	was	be	AUX
cet-15451	10	17	obtained	obtain	VERB
cet-15451	10	18	at	at	ADP
cet-15451	10	19	a	a	DET
cet-15451	10	20	ph	ph	ADJ
cet-15451	10	21	7	7	NUM
cet-15451	10	22	adsorbent	adsorbent	NOUN
cet-15451	10	23	dose	dose	NOUN
cet-15451	10	24	of	of	ADP
cet-15451	10	25	6	6	NUM
cet-15451	10	26	g	g	NOUN
cet-15451	10	27	,	,	PUNCT
cet-15451	10	28	contact	contact	NOUN
cet-15451	10	29	time	time	NOUN
cet-15451	10	30	of	of	ADP
cet-15451	10	31	55	55	NUM
cet-15451	10	32	min	min	NOUN
cet-15451	10	33	,	,	PUNCT
cet-15451	10	34	and	and	CCONJ
cet-15451	10	35	initial	initial	ADJ
cet-15451	10	36	concentration	concentration	NOUN
cet-15451	10	37	of	of	ADP
cet-15451	10	38	125	125	NUM
cet-15451	10	39	mg	mg	PROPN
cet-15451	10	40	/	/	SYM
cet-15451	10	41	l.	l.	PROPN
cet-15451	10	42	consequently	consequently	ADV
cet-15451	10	43	,	,	PUNCT
cet-15451	10	44	an	an	DET
cet-15451	10	45	ideally	ideally	ADV
cet-15451	10	46	trained	train	VERB
cet-15451	10	47	neural	neural	ADJ
cet-15451	10	48	network	network	NOUN
cet-15451	10	49	is	be	AUX
cet-15451	10	50	described	describe	VERB
cet-15451	10	51	using	use	VERB
cet-15451	10	52	training	training	NOUN
cet-15451	10	53	,	,	PUNCT
cet-15451	10	54	testing	testing	NOUN
cet-15451	10	55	,	,	PUNCT
cet-15451	10	56	and	and	CCONJ
cet-15451	10	57	validation	validation	NOUN
cet-15451	10	58	phases	phase	NOUN
cet-15451	10	59	,	,	PUNCT
cet-15451	10	60	and	and	CCONJ
cet-15451	10	61	the	the	DET
cet-15451	10	62	r2	r2	PROPN
cet-15451	10	63	values	value	NOUN
cet-15451	10	64	at	at	ADP
cet-15451	10	65	these	these	DET
cet-15451	10	66	phases	phase	NOUN
cet-15451	10	67	were	be	AUX
cet-15451	10	68	found	find	VERB
cet-15451	10	69	to	to	PART
cet-15451	10	70	be	be	AUX
cet-15451	10	71	1	1	NUM
cet-15451	10	72	,	,	PUNCT
cet-15451	10	73	0.96837	0.96837	NUM
cet-15451	10	74	,	,	PUNCT
cet-15451	10	75	and	and	CCONJ
cet-15451	10	76	0.96146	0.96146	NUM
cet-15451	10	77	,	,	PUNCT
cet-15451	10	78	respectively	respectively	ADV
cet-15451	10	79	.	.	PUNCT
cet-15451	11	1	the	the	DET
cet-15451	11	2	statistical	statistical	ADJ
cet-15451	11	3	findings	finding	NOUN
cet-15451	11	4	showed	show	VERB
cet-15451	11	5	that	that	SCONJ
cet-15451	11	6	the	the	DET
cet-15451	11	7	ann	ann	PROPN
cet-15451	11	8	approach	approach	NOUN
cet-15451	11	9	outperforms	outperform	VERB
cet-15451	11	10	the	the	DET
cet-15451	11	11	rsm	rsm	PROPN
cet-15451	11	12	model	model	NOUN
cet-15451	11	13	approach	approach	NOUN
cet-15451	11	14	.	.	PUNCT
cet-15451	12	1	1	1	X
cet-15451	12	2	.	.	X
cet-15451	12	3	introduction	introduction	NOUN
cet-15451	12	4	pollution	pollution	NOUN
cet-15451	12	5	emanating	emanate	VERB
cet-15451	12	6	from	from	ADP
cet-15451	12	7	cationic	cationic	ADJ
cet-15451	12	8	dyes	dye	NOUN
cet-15451	12	9	in	in	ADP
cet-15451	12	10	the	the	DET
cet-15451	12	11	environment	environment	NOUN
cet-15451	12	12	causes	cause	VERB
cet-15451	12	13	many	many	ADJ
cet-15451	12	14	health	health	NOUN
cet-15451	12	15	problems	problem	NOUN
cet-15451	12	16	.	.	PUNCT
cet-15451	13	1	(	(	PUNCT
cet-15451	13	2	kang	kang	PROPN
cet-15451	13	3	et	et	PROPN
cet-15451	13	4	al	al	PROPN
cet-15451	13	5	.	.	PROPN
cet-15451	13	6	,	,	PUNCT
cet-15451	13	7	2021	2021	NUM
cet-15451	13	8	;	;	PUNCT
cet-15451	13	9	mokhtar	mokhtar	PROPN
cet-15451	13	10	et	et	PROPN
cet-15451	13	11	al	al	PROPN
cet-15451	13	12	.	.	PROPN
cet-15451	13	13	,	,	PUNCT
cet-15451	13	14	2020	2020	NUM
cet-15451	13	15	;	;	PUNCT
cet-15451	13	16	wang	wang	PROPN
cet-15451	13	17	et	et	PROPN
cet-15451	13	18	al	al	PROPN
cet-15451	13	19	.	.	PROPN
cet-15451	13	20	,	,	PUNCT
cet-15451	13	21	2024	2024	NUM
cet-15451	13	22	)	)	PUNCT
cet-15451	13	23	.	.	PUNCT
cet-15451	14	1	this	this	DET
cet-15451	14	2	cationic	cationic	ADJ
cet-15451	14	3	dye	dye	NOUN
cet-15451	14	4	,	,	PUNCT
cet-15451	14	5	including	include	VERB
cet-15451	14	6	mb	mb	NOUN
cet-15451	14	7	,	,	PUNCT
cet-15451	14	8	can	can	AUX
cet-15451	14	9	separate	separate	VERB
cet-15451	14	10	into	into	ADP
cet-15451	14	11	positively	positively	ADV
cet-15451	14	12	charged	charge	VERB
cet-15451	14	13	ions	ion	NOUN
cet-15451	14	14	in	in	ADP
cet-15451	14	15	an	an	DET
cet-15451	14	16	aqueous	aqueous	ADJ
cet-15451	14	17	solution	solution	NOUN
cet-15451	14	18	.	.	PUNCT
cet-15451	15	1	industrial	industrial	ADJ
cet-15451	15	2	and	and	CCONJ
cet-15451	15	3	agricultural	agricultural	ADJ
cet-15451	15	4	practices	practice	NOUN
cet-15451	15	5	are	be	AUX
cet-15451	15	6	the	the	DET
cet-15451	15	7	most	most	ADV
cet-15451	15	8	immediate	immediate	ADJ
cet-15451	15	9	reasons	reason	NOUN
cet-15451	15	10	for	for	ADP
cet-15451	15	11	this	this	DET
cet-15451	15	12	dye	dye	NOUN
cet-15451	15	13	in	in	ADP
cet-15451	15	14	wastewater	wastewater	NOUN
cet-15451	15	15	.	.	PUNCT
cet-15451	16	1	the	the	DET
cet-15451	16	2	food	food	NOUN
cet-15451	16	3	,	,	PUNCT
cet-15451	16	4	paper	paper	NOUN
cet-15451	16	5	,	,	PUNCT
cet-15451	16	6	and	and	CCONJ
cet-15451	16	7	leather	leather	NOUN
cet-15451	16	8	industries	industry	NOUN
cet-15451	16	9	are	be	AUX
cet-15451	16	10	essential	essential	ADJ
cet-15451	16	11	sources	source	NOUN
cet-15451	16	12	of	of	ADP
cet-15451	16	13	highly	highly	ADV
cet-15451	16	14	industrialized	industrialize	VERB
cet-15451	16	15	wastewater	wastewater	NOUN
cet-15451	16	16	(	(	PUNCT
cet-15451	16	17	ali	ali	PROPN
cet-15451	16	18	et	et	PROPN
cet-15451	16	19	al	al	PROPN
cet-15451	16	20	.	.	PROPN
cet-15451	16	21	,	,	PUNCT
cet-15451	16	22	2009	2009	NUM
cet-15451	16	23	)	)	PUNCT
cet-15451	16	24	.	.	PUNCT
cet-15451	17	1	the	the	DET
cet-15451	17	2	release	release	NOUN
cet-15451	17	3	of	of	ADP
cet-15451	17	4	mb	mb	ADP
cet-15451	17	5	into	into	ADP
cet-15451	17	6	natural	natural	ADJ
cet-15451	17	7	water	water	NOUN
cet-15451	17	8	bodies	body	NOUN
cet-15451	17	9	is	be	AUX
cet-15451	17	10	destructive	destructive	ADJ
cet-15451	17	11	to	to	ADP
cet-15451	17	12	natural	natural	ADJ
cet-15451	17	13	creatures	creature	NOUN
cet-15451	17	14	and	and	CCONJ
cet-15451	17	15	ecosystems	ecosystem	NOUN
cet-15451	17	16	(	(	PUNCT
cet-15451	17	17	poshina	poshina	PROPN
cet-15451	17	18	et	et	PROPN
cet-15451	17	19	al	al	PROPN
cet-15451	17	20	.	.	PROPN
cet-15451	17	21	,	,	PUNCT
cet-15451	17	22	2018	2018	NUM
cet-15451	17	23	)	)	PUNCT
cet-15451	17	24	.	.	PUNCT
cet-15451	18	1	one	one	NUM
cet-15451	18	2	such	such	ADJ
cet-15451	18	3	technology	technology	NOUN
cet-15451	18	4	is	be	AUX
cet-15451	18	5	adsorption	adsorption	NOUN
cet-15451	18	6	,	,	PUNCT
cet-15451	18	7	which	which	PRON
cet-15451	18	8	has	have	VERB
cet-15451	18	9	advantages	advantage	NOUN
cet-15451	18	10	such	such	ADJ
cet-15451	18	11	as	as	ADP
cet-15451	18	12	low	low	ADJ
cet-15451	18	13	cost	cost	NOUN
cet-15451	18	14	,	,	PUNCT
cet-15451	18	15	environmentally	environmentally	ADV
cet-15451	18	16	friendly	friendly	ADJ
cet-15451	18	17	material	material	NOUN
cet-15451	18	18	for	for	ADP
cet-15451	18	19	dye	dye	NOUN
cet-15451	18	20	removal	removal	NOUN
cet-15451	18	21	,	,	PUNCT
cet-15451	18	22	and	and	CCONJ
cet-15451	18	23	ease	ease	NOUN
cet-15451	18	24	of	of	ADP
cet-15451	18	25	use	use	NOUN
cet-15451	18	26	(	(	PUNCT
cet-15451	18	27	poshina	poshina	VERB
cet-15451	18	28	et	et	PROPN
cet-15451	18	29	al	al	PROPN
cet-15451	18	30	.	.	PROPN
cet-15451	18	31	,	,	PUNCT
cet-15451	18	32	2018	2018	NUM
cet-15451	18	33	)	)	PUNCT
cet-15451	18	34	.	.	PUNCT
cet-15451	19	1	many	many	ADJ
cet-15451	19	2	active	active	ADJ
cet-15451	19	3	adsorbents	adsorbent	NOUN
cet-15451	19	4	prepared	prepare	VERB
cet-15451	19	5	from	from	ADP
cet-15451	19	6	various	various	ADJ
cet-15451	19	7	materials	material	NOUN
cet-15451	19	8	,	,	PUNCT
cet-15451	19	9	such	such	ADJ
cet-15451	19	10	as	as	ADP
cet-15451	19	11	zeolites	zeolite	NOUN
cet-15451	19	12	,	,	PUNCT
cet-15451	19	13	chitosan	chitosan	NOUN
cet-15451	19	14	,	,	PUNCT
cet-15451	19	15	and	and	CCONJ
cet-15451	19	16	many	many	ADJ
cet-15451	19	17	other	other	ADJ
cet-15451	19	18	materials	material	NOUN
cet-15451	19	19	,	,	PUNCT
cet-15451	19	20	are	be	AUX
cet-15451	19	21	used	use	VERB
cet-15451	19	22	in	in	ADP
cet-15451	19	23	mb	mb	ADP
cet-15451	19	24	removal	removal	NOUN
cet-15451	19	25	(	(	PUNCT
cet-15451	19	26	mokhtar	mokhtar	PROPN
cet-15451	19	27	et	et	PROPN
cet-15451	19	28	al	al	PROPN
cet-15451	19	29	.	.	PROPN
cet-15451	19	30	,	,	PUNCT
cet-15451	19	31	2020	2020	NUM
cet-15451	19	32	)	)	PUNCT
cet-15451	19	33	.	.	PUNCT
cet-15451	20	1	chitosan	chitosan	PROPN
cet-15451	20	2	has	have	VERB
cet-15451	20	3	an	an	DET
cet-15451	20	4	added	add	VERB
cet-15451	20	5	advantage	advantage	NOUN
cet-15451	20	6	because	because	SCONJ
cet-15451	20	7	of	of	ADP
cet-15451	20	8	its	its	PRON
cet-15451	20	9	bulky	bulky	ADJ
cet-15451	20	10	surface	surface	NOUN
cet-15451	20	11	area	area	NOUN
cet-15451	20	12	,	,	PUNCT
cet-15451	20	13	excellent	excellent	ADJ
cet-15451	20	14	adsorption	adsorption	NOUN
cet-15451	20	15	,	,	PUNCT
cet-15451	20	16	proper	proper	ADJ
cet-15451	20	17	opening	opening	NOUN
cet-15451	20	18	size	size	NOUN
cet-15451	20	19	,	,	PUNCT
cet-15451	20	20	simple	simple	ADJ
cet-15451	20	21	approachability	approachability	NOUN
cet-15451	20	22	,	,	PUNCT
cet-15451	20	23	cost	cost	NOUN
cet-15451	20	24	-	-	PUNCT
cet-15451	20	25	effectiveness	effectiveness	NOUN
cet-15451	20	26	,	,	PUNCT
cet-15451	20	27	mechanical	mechanical	ADJ
cet-15451	20	28	stability	stability	NOUN
cet-15451	20	29	,	,	PUNCT
cet-15451	20	30	and	and	CCONJ
cet-15451	20	31	environmental	environmental	ADJ
cet-15451	20	32	friendliness	friendliness	NOUN
cet-15451	20	33	(	(	PUNCT
cet-15451	20	34	crini	crini	NOUN
cet-15451	20	35	et	et	PROPN
cet-15451	20	36	al	al	PROPN
cet-15451	20	37	.	.	PROPN
cet-15451	20	38	,	,	PUNCT
cet-15451	20	39	2019	2019	NUM
cet-15451	20	40	)	)	PUNCT
cet-15451	20	41	.	.	PUNCT
cet-15451	21	1	the	the	DET
cet-15451	21	2	main	main	ADJ
cet-15451	21	3	goal	goal	NOUN
cet-15451	21	4	of	of	ADP
cet-15451	21	5	this	this	DET
cet-15451	21	6	work	work	NOUN
cet-15451	21	7	is	be	AUX
cet-15451	21	8	to	to	PART
cet-15451	21	9	create	create	VERB
cet-15451	21	10	a	a	DET
cet-15451	21	11	neural	neural	ADJ
cet-15451	21	12	network	network	NOUN
cet-15451	21	13	model	model	NOUN
cet-15451	21	14	to	to	PART
cet-15451	21	15	predict	predict	VERB
cet-15451	21	16	the	the	DET
cet-15451	21	17	removal	removal	NOUN
cet-15451	21	18	of	of	ADP
cet-15451	21	19	mb	mb	NOUN
cet-15451	21	20	from	from	ADP
cet-15451	21	21	synthetic	synthetic	ADJ
cet-15451	21	22	wastewater	wastewater	NOUN
cet-15451	21	23	using	use	VERB
cet-15451	21	24	a	a	DET
cet-15451	21	25	chitosan	chitosan	NOUN
cet-15451	21	26	derivative	derivative	NOUN
cet-15451	21	27	as	as	ADP
cet-15451	21	28	an	an	DET
cet-15451	21	29	adsorbent	adsorbent	NOUN
cet-15451	21	30	.	.	PUNCT
cet-15451	22	1	with	with	SCONJ
cet-15451	22	2	a	a	DET
cet-15451	22	3	design	design	NOUN
cet-15451	22	4	matrix	matrix	NOUN
cet-15451	22	5	from	from	ADP
cet-15451	22	6	rsm	rsm	PROPN
cet-15451	22	7	-	-	ADJ
cet-15451	22	8	ccd	ccd	ADJ
cet-15451	22	9	,	,	PUNCT
cet-15451	22	10	input	input	NOUN
cet-15451	22	11	and	and	CCONJ
cet-15451	22	12	output	output	NOUN
cet-15451	22	13	data	datum	NOUN
cet-15451	22	14	necessary	necessary	ADJ
cet-15451	22	15	to	to	PART
cet-15451	22	16	construct	construct	VERB
cet-15451	22	17	the	the	DET
cet-15451	22	18	technique	technique	NOUN
cet-15451	22	19	and	and	CCONJ
cet-15451	22	20	ann	ann	NOUN
cet-15451	22	21	models	model	NOUN
cet-15451	22	22	were	be	AUX
cet-15451	22	23	gathered	gather	VERB
cet-15451	22	24	using	use	VERB
cet-15451	22	25	a	a	DET
cet-15451	22	26	four	four	NUM
cet-15451	22	27	-	-	PUNCT
cet-15451	22	28	level	level	NOUN
cet-15451	22	29	design	design	NOUN
cet-15451	22	30	of	of	ADP
cet-15451	22	31	experiments	experiment	NOUN
cet-15451	22	32	.	.	PUNCT
cet-15451	23	1	the	the	DET
cet-15451	23	2	study	study	NOUN
cet-15451	23	3	takes	take	VERB
cet-15451	23	4	a	a	DET
cet-15451	23	5	unique	unique	ADJ
cet-15451	23	6	strategy	strategy	NOUN
cet-15451	23	7	in	in	ADP
cet-15451	23	8	removing	remove	VERB
cet-15451	23	9	harmful	harmful	ADJ
cet-15451	23	10	dyes	dye	NOUN
cet-15451	23	11	from	from	ADP
cet-15451	23	12	wastewater	wastewater	NOUN
cet-15451	23	13	by	by	ADP
cet-15451	23	14	improving	improve	VERB
cet-15451	23	15	a	a	DET
cet-15451	23	16	natural	natural	ADJ
cet-15451	23	17	adsorbent	adsorbent	NOUN
cet-15451	23	18	material	material	NOUN
cet-15451	23	19	and	and	CCONJ
cet-15451	23	20	employing	employ	VERB
cet-15451	23	21	modern	modern	ADJ
cet-15451	23	22	modeling	modeling	NOUN
cet-15451	23	23	tools	tool	NOUN
cet-15451	23	24	.	.	PUNCT
cet-15451	24	1	this	this	DET
cet-15451	24	2	innovative	innovative	ADJ
cet-15451	24	3	combination	combination	NOUN
cet-15451	24	4	of	of	ADP
cet-15451	24	5	material	material	NOUN
cet-15451	24	6	science	science	NOUN
cet-15451	24	7	and	and	CCONJ
cet-15451	24	8	computational	computational	ADJ
cet-15451	24	9	modeling	modeling	NOUN
cet-15451	24	10	shows	show	VERB
cet-15451	24	11	great	great	ADJ
cet-15451	24	12	promise	promise	NOUN
cet-15451	24	13	for	for	ADP
cet-15451	24	14	producing	produce	VERB
cet-15451	24	15	practical	practical	ADJ
cet-15451	24	16	and	and	CCONJ
cet-15451	24	17	sustainable	sustainable	ADJ
cet-15451	24	18	water	water	NOUN
cet-15451	24	19	treatment	treatment	NOUN
cet-15451	24	20	solutions	solution	NOUN
cet-15451	24	21	.	.	PUNCT
cet-15451	25	1	2	2	X
cet-15451	25	2	.	.	X
cet-15451	25	3	materials	material	NOUN
cet-15451	25	4	and	and	CCONJ
cet-15451	25	5	methods	method	NOUN
cet-15451	25	6	the	the	DET
cet-15451	25	7	experiment	experiment	NOUN
cet-15451	25	8	was	be	AUX
cet-15451	25	9	carried	carry	VERB
cet-15451	25	10	out	out	ADP
cet-15451	25	11	using	use	VERB
cet-15451	25	12	high	high	ADJ
cet-15451	25	13	-	-	PUNCT
cet-15451	25	14	quality	quality	NOUN
cet-15451	25	15	chemicals	chemical	NOUN
cet-15451	25	16	,	,	PUNCT
cet-15451	25	17	which	which	PRON
cet-15451	25	18	included	include	VERB
cet-15451	25	19	sodium	sodium	NOUN
cet-15451	25	20	hydroxide	hydroxide	NOUN
cet-15451	25	21	,	,	PUNCT
cet-15451	25	22	acetic	acetic	ADJ
cet-15451	25	23	acid	acid	NOUN
cet-15451	25	24	,	,	PUNCT
cet-15451	25	25	hydrochloric	hydrochloric	ADJ
cet-15451	25	26	acid	acid	NOUN
cet-15451	25	27	,	,	PUNCT
cet-15451	25	28	glutaraldehyde	glutaraldehyde	NOUN
cet-15451	25	29	,	,	PUNCT
cet-15451	25	30	and	and	CCONJ
cet-15451	25	31	mb	mb	AUX
cet-15451	25	32	supplied	supply	VERB
cet-15451	25	33	by	by	ADP
cet-15451	25	34	sigma	sigma	PROPN
cet-15451	25	35	-	-	PUNCT
cet-15451	25	36	aldrich	aldrich	PROPN
cet-15451	25	37	in	in	ADP
cet-15451	25	38	south	south	PROPN
cet-15451	25	39	africa	africa	PROPN
cet-15451	25	40	.	.	PUNCT
cet-15451	26	1	these	these	DET
cet-15451	26	2	chemicals	chemical	NOUN
cet-15451	26	3	had	have	VERB
cet-15451	26	4	a	a	DET
cet-15451	26	5	1201	1201	NUM
cet-15451	26	6	purity	purity	NOUN
cet-15451	26	7	level	level	NOUN
cet-15451	26	8	of	of	ADP
cet-15451	26	9	99	99	NUM
cet-15451	26	10	%	%	NOUN
cet-15451	26	11	.	.	PUNCT
cet-15451	27	1	the	the	DET
cet-15451	27	2	ph	ph	NOUN
cet-15451	27	3	of	of	ADP
cet-15451	27	4	the	the	DET
cet-15451	27	5	mixture	mixture	NOUN
cet-15451	27	6	was	be	AUX
cet-15451	27	7	adjusted	adjust	VERB
cet-15451	27	8	using	use	VERB
cet-15451	27	9	a	a	DET
cet-15451	27	10	benchtop	benchtop	NOUN
cet-15451	27	11	ph	ph	ADJ
cet-15451	27	12	meter	meter	NOUN
cet-15451	27	13	.	.	PUNCT
cet-15451	28	1	distilled	distil	VERB
cet-15451	28	2	water	water	NOUN
cet-15451	28	3	was	be	AUX
cet-15451	28	4	obtained	obtain	VERB
cet-15451	28	5	using	use	VERB
cet-15451	28	6	an	an	DET
cet-15451	28	7	ultima	ultima	PROPN
cet-15451	28	8	888	888	NUM
cet-15451	28	9	water	water	NOUN
cet-15451	28	10	distiller	distiller	NOUN
cet-15451	28	11	.	.	PUNCT
cet-15451	29	1	an	an	DET
cet-15451	29	2	incubator	incubator	NOUN
cet-15451	29	3	shaker	shaker	NOUN
cet-15451	29	4	was	be	AUX
cet-15451	29	5	used	use	VERB
cet-15451	29	6	for	for	ADP
cet-15451	29	7	the	the	DET
cet-15451	29	8	adsorption	adsorption	NOUN
cet-15451	29	9	experiments	experiment	NOUN
cet-15451	29	10	.	.	PUNCT
cet-15451	30	1	during	during	ADP
cet-15451	30	2	the	the	DET
cet-15451	30	3	formation	formation	NOUN
cet-15451	30	4	of	of	ADP
cet-15451	30	5	chitosan	chitosan	NOUN
cet-15451	30	6	beads	bead	NOUN
cet-15451	30	7	,	,	PUNCT
cet-15451	30	8	30	30	NUM
cet-15451	30	9	g	g	NOUN
cet-15451	30	10	of	of	ADP
cet-15451	30	11	chitosan	chitosan	NOUN
cet-15451	30	12	powder	powder	NOUN
cet-15451	30	13	was	be	AUX
cet-15451	30	14	dissolved	dissolve	VERB
cet-15451	30	15	in	in	ADP
cet-15451	30	16	1	1	NUM
cet-15451	30	17	l	l	NOUN
cet-15451	30	18	of	of	ADP
cet-15451	30	19	a	a	DET
cet-15451	30	20	5.0	5.0	NUM
cet-15451	30	21	%	%	NOUN
cet-15451	30	22	(	(	PUNCT
cet-15451	30	23	v	v	NOUN
cet-15451	30	24	/	/	SYM
cet-15451	30	25	v	v	NOUN
cet-15451	30	26	)	)	PUNCT
cet-15451	30	27	acetic	acetic	ADJ
cet-15451	30	28	acid	acid	NOUN
cet-15451	30	29	solution	solution	NOUN
cet-15451	30	30	.	.	PUNCT
cet-15451	31	1	a	a	DET
cet-15451	31	2	peristaltic	peristaltic	ADJ
cet-15451	31	3	pump	pump	NOUN
cet-15451	31	4	passed	pass	VERB
cet-15451	31	5	the	the	DET
cet-15451	31	6	dissolved	dissolve	VERB
cet-15451	31	7	solution	solution	NOUN
cet-15451	31	8	to	to	ADP
cet-15451	31	9	a	a	DET
cet-15451	31	10	1	1	NUM
cet-15451	31	11	m	m	NOUN
cet-15451	31	12	sodium	sodium	NOUN
cet-15451	31	13	hydroxide	hydroxide	NOUN
cet-15451	31	14	solution	solution	NOUN
cet-15451	31	15	via	via	ADP
cet-15451	31	16	a	a	DET
cet-15451	31	17	glass	glass	NOUN
cet-15451	31	18	pipette	pipette	NOUN
cet-15451	31	19	.	.	PUNCT
cet-15451	32	1	using	use	VERB
cet-15451	32	2	a	a	DET
cet-15451	32	3	microwave	microwave	NOUN
cet-15451	32	4	oven	oven	NOUN
cet-15451	32	5	,	,	PUNCT
cet-15451	32	6	the	the	DET
cet-15451	32	7	resulting	result	VERB
cet-15451	32	8	chitosan	chitosan	ADJ
cet-15451	32	9	gel	gel	NOUN
cet-15451	32	10	beads	bead	NOUN
cet-15451	32	11	were	be	AUX
cet-15451	32	12	cross	cross	ADJ
cet-15451	32	13	-	-	VERB
cet-15451	32	14	linked	link	VERB
cet-15451	32	15	with	with	ADP
cet-15451	32	16	glutaraldehyde	glutaraldehyde	NOUN
cet-15451	32	17	and	and	CCONJ
cet-15451	32	18	grafted	graft	VERB
cet-15451	32	19	with	with	ADP
cet-15451	32	20	aniline	aniline	NOUN
cet-15451	32	21	.	.	PUNCT
cet-15451	33	1	the	the	DET
cet-15451	33	2	shimadzu	shimadzu	PROPN
cet-15451	33	3	xrd	xrd	NOUN
cet-15451	33	4	model	model	NOUN
cet-15451	33	5	7000	7000	NUM
cet-15451	33	6	equipment	equipment	NOUN
cet-15451	33	7	was	be	AUX
cet-15451	33	8	used	use	VERB
cet-15451	33	9	to	to	PART
cet-15451	33	10	study	study	VERB
cet-15451	33	11	the	the	DET
cet-15451	33	12	crystalline	crystalline	ADJ
cet-15451	33	13	nature	nature	NOUN
cet-15451	33	14	of	of	ADP
cet-15451	33	15	the	the	DET
cet-15451	33	16	developed	develop	VERB
cet-15451	33	17	materials	material	NOUN
cet-15451	33	18	.	.	PUNCT
cet-15451	34	1	the	the	DET
cet-15451	34	2	sample	sample	NOUN
cet-15451	34	3	’s	’s	PART
cet-15451	34	4	bet	bet	PROPN
cet-15451	34	5	surface	surface	NOUN
cet-15451	34	6	area	area	NOUN
cet-15451	34	7	,	,	PUNCT
cet-15451	34	8	pore	pore	ADJ
cet-15451	34	9	volume	volume	NOUN
cet-15451	34	10	,	,	PUNCT
cet-15451	34	11	and	and	CCONJ
cet-15451	34	12	pore	pore	ADJ
cet-15451	34	13	size	size	NOUN
cet-15451	34	14	were	be	AUX
cet-15451	34	15	measured	measure	VERB
cet-15451	34	16	by	by	ADP
cet-15451	34	17	nitrogen	nitrogen	NOUN
cet-15451	34	18	adsorption	adsorption	NOUN
cet-15451	34	19	at	at	ADP
cet-15451	34	20	77	77	NUM
cet-15451	34	21	k	k	NOUN
cet-15451	34	22	using	use	VERB
cet-15451	34	23	a	a	DET
cet-15451	34	24	micromeritics	micromeritic	NOUN
cet-15451	34	25	(	(	PUNCT
cet-15451	34	26	australia	australia	PROPN
cet-15451	34	27	)	)	PUNCT
cet-15451	34	28	tristar	tristar	NOUN
cet-15451	34	29	3000	3000	NUM
cet-15451	34	30	analyzer	analyzer	NOUN
cet-15451	34	31	.	.	PUNCT
cet-15451	35	1	3	3	X
cet-15451	35	2	.	.	NOUN
cet-15451	35	3	results	result	NOUN
cet-15451	35	4	and	and	CCONJ
cet-15451	35	5	discussion	discussion	NOUN
cet-15451	35	6	3.1	3.1	NUM
cet-15451	35	7	.xrd	.xrd	NOUN
cet-15451	35	8	analysis	analysis	NOUN
cet-15451	35	9	the	the	DET
cet-15451	35	10	crystallinity	crystallinity	NOUN
cet-15451	35	11	of	of	ADP
cet-15451	35	12	the	the	DET
cet-15451	35	13	various	various	ADJ
cet-15451	35	14	developed	develop	VERB
cet-15451	35	15	materials\	materials\	PROPN
cet-15451	35	16	was	be	AUX
cet-15451	35	17	assessed	assess	VERB
cet-15451	35	18	through	through	ADP
cet-15451	35	19	xrd	xrd	PROPN
cet-15451	35	20	.	.	PUNCT
cet-15451	36	1	foroutan	foroutan	PROPN
cet-15451	36	2	et	et	PROPN
cet-15451	36	3	al	al	PROPN
cet-15451	36	4	.	.	PROPN
cet-15451	36	5	(	(	PUNCT
cet-15451	36	6	2020	2020	NUM
cet-15451	36	7	)	)	PUNCT
cet-15451	36	8	reported	report	VERB
cet-15451	36	9	that	that	SCONJ
cet-15451	36	10	chitosan	chitosan	NOUN
cet-15451	36	11	is	be	AUX
cet-15451	36	12	crystalline	crystalline	NOUN
cet-15451	36	13	,	,	PUNCT
cet-15451	36	14	and	and	CCONJ
cet-15451	36	15	that	that	SCONJ
cet-15451	36	16	the	the	DET
cet-15451	36	17	crystallinity	crystallinity	NOUN
cet-15451	36	18	blocks	block	VERB
cet-15451	36	19	the	the	DET
cet-15451	36	20	amine	amine	ADJ
cet-15451	36	21	group	group	NOUN
cet-15451	36	22	from	from	ADP
cet-15451	36	23	adsorbing	adsorb	VERB
cet-15451	36	24	pollutants	pollutant	NOUN
cet-15451	36	25	.	.	PUNCT
cet-15451	37	1	hence	hence	ADV
cet-15451	37	2	,	,	PUNCT
cet-15451	37	3	modification	modification	NOUN
cet-15451	37	4	is	be	AUX
cet-15451	37	5	highly	highly	ADV
cet-15451	37	6	recommended	recommend	VERB
cet-15451	37	7	to	to	PART
cet-15451	37	8	reduce	reduce	VERB
cet-15451	37	9	the	the	DET
cet-15451	37	10	crystallinity	crystallinity	NOUN
cet-15451	37	11	of	of	ADP
cet-15451	37	12	chitosan	chitosan	NOUN
cet-15451	37	13	and	and	CCONJ
cet-15451	37	14	open	open	VERB
cet-15451	37	15	its	its	PRON
cet-15451	37	16	network	network	NOUN
cet-15451	37	17	for	for	ADP
cet-15451	37	18	easy	easy	ADJ
cet-15451	37	19	diffusion	diffusion	NOUN
cet-15451	37	20	of	of	ADP
cet-15451	37	21	mb	mb	NOUN
cet-15451	37	22	.	.	PUNCT
cet-15451	38	1	the	the	DET
cet-15451	38	2	cs	cs	PROPN
cet-15451	38	3	shown	show	VERB
cet-15451	38	4	in	in	ADP
cet-15451	38	5	figure	figure	NOUN
cet-15451	38	6	1	1	NUM
cet-15451	38	7	exhibits	exhibit	VERB
cet-15451	38	8	a	a	DET
cet-15451	38	9	peak	peak	NOUN
cet-15451	38	10	at	at	ADP
cet-15451	38	11	2𝛳	2𝛳	NOUN
cet-15451	38	12	=	=	SYM
cet-15451	38	13	20𝑜	20𝑜	NOUN
cet-15451	38	14	,	,	PUNCT
cet-15451	38	15	which	which	PRON
cet-15451	38	16	corresponds	correspond	VERB
cet-15451	38	17	to	to	ADP
cet-15451	38	18	the	the	DET
cet-15451	38	19	110	110	NUM
cet-15451	38	20	plane	plane	NOUN
cet-15451	38	21	of	of	ADP
cet-15451	38	22	chitosan	chitosan	NOUN
cet-15451	38	23	.	.	PUNCT
cet-15451	39	1	this	this	DET
cet-15451	39	2	same	same	ADJ
cet-15451	39	3	feature	feature	NOUN
cet-15451	39	4	(	(	PUNCT
cet-15451	39	5	110	110	NUM
cet-15451	39	6	plane	plane	NOUN
cet-15451	39	7	)	)	PUNCT
cet-15451	39	8	was	be	AUX
cet-15451	39	9	also	also	ADV
cet-15451	39	10	seen	see	VERB
cet-15451	39	11	in	in	ADP
cet-15451	39	12	ccs	ccs	PROPN
cet-15451	39	13	.	.	PUNCT
cet-15451	40	1	this	this	DET
cet-15451	40	2	observation	observation	NOUN
cet-15451	40	3	is	be	AUX
cet-15451	40	4	because	because	SCONJ
cet-15451	40	5	chitosan	chitosan	NOUN
cet-15451	40	6	can	can	AUX
cet-15451	40	7	retain	retain	VERB
cet-15451	40	8	some	some	DET
cet-15451	40	9	properties	property	NOUN
cet-15451	40	10	after	after	ADP
cet-15451	40	11	a	a	DET
cet-15451	40	12	modification	modification	NOUN
cet-15451	40	13	process	process	NOUN
cet-15451	40	14	.	.	PUNCT
cet-15451	41	1	(	(	PUNCT
cet-15451	41	2	vieira	vieira	PROPN
cet-15451	41	3	et	et	PROPN
cet-15451	41	4	al	al	PROPN
cet-15451	41	5	.	.	PROPN
cet-15451	41	6	,	,	PUNCT
cet-15451	41	7	2019	2019	NUM
cet-15451	41	8	)	)	PUNCT
cet-15451	41	9	.	.	PUNCT
cet-15451	42	1	a	a	DET
cet-15451	42	2	decrease	decrease	NOUN
cet-15451	42	3	in	in	ADP
cet-15451	42	4	intensity	intensity	NOUN
cet-15451	42	5	was	be	AUX
cet-15451	42	6	observed	observe	VERB
cet-15451	42	7	when	when	SCONJ
cet-15451	42	8	the	the	DET
cet-15451	42	9	cross	cross	ADJ
cet-15451	42	10	-	-	ADJ
cet-15451	42	11	linked	link	VERB
cet-15451	42	12	beads	bead	NOUN
cet-15451	42	13	were	be	AUX
cet-15451	42	14	grafted	graft	VERB
cet-15451	42	15	with	with	ADP
cet-15451	42	16	aniline	aniline	NOUN
cet-15451	42	17	.	.	PUNCT
cet-15451	43	1	the	the	DET
cet-15451	43	2	decreased	decrease	VERB
cet-15451	43	3	intensity	intensity	NOUN
cet-15451	43	4	in	in	ADP
cet-15451	43	5	the	the	DET
cet-15451	43	6	grafted	grafted	ADJ
cet-15451	43	7	sample	sample	NOUN
cet-15451	43	8	caused	cause	VERB
cet-15451	43	9	the	the	DET
cet-15451	43	10	breaking	breaking	NOUN
cet-15451	43	11	of	of	ADP
cet-15451	43	12	the	the	DET
cet-15451	43	13	original	original	ADJ
cet-15451	43	14	hydrogen	hydrogen	NOUN
cet-15451	43	15	bonds	bond	NOUN
cet-15451	43	16	between	between	ADP
cet-15451	43	17	amino	amino	NOUN
cet-15451	43	18	and	and	CCONJ
cet-15451	43	19	hydroxyl	hydroxyl	NOUN
cet-15451	43	20	groups	group	NOUN
cet-15451	43	21	,	,	PUNCT
cet-15451	43	22	thereby	thereby	ADV
cet-15451	43	23	eliminating	eliminate	VERB
cet-15451	43	24	the	the	DET
cet-15451	43	25	crystallinity	crystallinity	NOUN
cet-15451	43	26	and	and	CCONJ
cet-15451	43	27	creating	create	VERB
cet-15451	43	28	a	a	DET
cet-15451	43	29	regular	regular	ADJ
cet-15451	43	30	arrangement	arrangement	NOUN
cet-15451	43	31	of	of	ADP
cet-15451	43	32	polysaccharides	polysaccharide	NOUN
cet-15451	43	33	.	.	PUNCT
cet-15451	44	1	and	and	CCONJ
cet-15451	44	2	thereby	thereby	ADV
cet-15451	44	3	enhancing	enhance	VERB
cet-15451	44	4	adsorption	adsorption	NOUN
cet-15451	44	5	capacity	capacity	NOUN
cet-15451	44	6	.	.	PUNCT
cet-15451	45	1	`	`	PUNCT
cet-15451	45	2	figure	figure	VERB
cet-15451	45	3	1	1	NUM
cet-15451	45	4	:	:	PUNCT
cet-15451	45	5	xrd	xrd	NOUN
cet-15451	45	6	for	for	ADP
cet-15451	45	7	cs	cs	PROPN
cet-15451	45	8	,	,	PUNCT
cet-15451	45	9	ccs	ccs	PROPN
cet-15451	45	10	,	,	PUNCT
cet-15451	45	11	and	and	CCONJ
cet-15451	45	12	gccs	gccs	NOUN
cet-15451	45	13	.	.	PUNCT
cet-15451	46	1	3.2	3.2	NUM
cet-15451	46	2	bet	bet	NOUN
cet-15451	46	3	result	result	NOUN
cet-15451	46	4	table	table	NOUN
cet-15451	46	5	1	1	NUM
cet-15451	46	6	displays	display	VERB
cet-15451	46	7	the	the	DET
cet-15451	46	8	bet	bet	PROPN
cet-15451	46	9	surface	surface	NOUN
cet-15451	46	10	area	area	NOUN
cet-15451	46	11	,	,	PUNCT
cet-15451	46	12	pore	pore	ADJ
cet-15451	46	13	volume	volume	NOUN
cet-15451	46	14	,	,	PUNCT
cet-15451	46	15	and	and	CCONJ
cet-15451	46	16	pore	pore	ADJ
cet-15451	46	17	size	size	NOUN
cet-15451	46	18	values	value	NOUN
cet-15451	46	19	for	for	ADP
cet-15451	46	20	each	each	DET
cet-15451	46	21	set	set	NOUN
cet-15451	46	22	of	of	ADP
cet-15451	46	23	beads	bead	NOUN
cet-15451	46	24	.	.	PUNCT
cet-15451	47	1	the	the	DET
cet-15451	47	2	surface	surface	NOUN
cet-15451	47	3	area	area	NOUN
cet-15451	47	4	,	,	PUNCT
cet-15451	47	5	pore	pore	ADJ
cet-15451	47	6	volume	volume	NOUN
cet-15451	47	7	,	,	PUNCT
cet-15451	47	8	and	and	CCONJ
cet-15451	47	9	pore	pore	ADJ
cet-15451	47	10	size	size	NOUN
cet-15451	47	11	values	value	NOUN
cet-15451	47	12	of	of	ADP
cet-15451	47	13	gccs	gccs	NOUN
cet-15451	47	14	were	be	AUX
cet-15451	47	15	substantially	substantially	ADV
cet-15451	47	16	greater	great	ADJ
cet-15451	47	17	than	than	ADP
cet-15451	47	18	those	those	PRON
cet-15451	47	19	of	of	ADP
cet-15451	47	20	other	other	ADJ
cet-15451	47	21	beads	bead	NOUN
cet-15451	47	22	,	,	PUNCT
cet-15451	47	23	as	as	SCONJ
cet-15451	47	24	provided	provide	VERB
cet-15451	47	25	in	in	ADP
cet-15451	47	26	the	the	DET
cet-15451	47	27	table	table	NOUN
cet-15451	47	28	,	,	PUNCT
cet-15451	47	29	which	which	PRON
cet-15451	47	30	was	be	AUX
cet-15451	47	31	helpful	helpful	ADJ
cet-15451	47	32	during	during	ADP
cet-15451	47	33	adsorption	adsorption	NOUN
cet-15451	47	34	.	.	PUNCT
cet-15451	48	1	additionally	additionally	ADV
cet-15451	48	2	,	,	PUNCT
cet-15451	48	3	the	the	DET
cet-15451	48	4	data	datum	NOUN
cet-15451	48	5	demonstrated	demonstrate	VERB
cet-15451	48	6	that	that	SCONJ
cet-15451	48	7	crosslinking	crosslinke	VERB
cet-15451	48	8	decreased	decrease	VERB
cet-15451	48	9	pore	pore	ADJ
cet-15451	48	10	diameters	diameter	NOUN
cet-15451	48	11	,	,	PUNCT
cet-15451	48	12	pore	pore	ADJ
cet-15451	48	13	volume	volume	NOUN
cet-15451	48	14	,	,	PUNCT
cet-15451	48	15	and	and	CCONJ
cet-15451	48	16	surface	surface	NOUN
cet-15451	48	17	area	area	NOUN
cet-15451	48	18	.	.	PUNCT
cet-15451	49	1	this	this	DET
cet-15451	49	2	observation	observation	NOUN
cet-15451	49	3	may	may	AUX
cet-15451	49	4	be	be	AUX
cet-15451	49	5	due	due	ADJ
cet-15451	49	6	to	to	ADP
cet-15451	49	7	the	the	DET
cet-15451	49	8	chemical	chemical	NOUN
cet-15451	49	9	reaction	reaction	NOUN
cet-15451	49	10	between	between	ADP
cet-15451	49	11	glutaraldehyde	glutaraldehyde	NOUN
cet-15451	49	12	and	and	CCONJ
cet-15451	49	13	chitosan	chitosan	NOUN
cet-15451	49	14	,	,	PUNCT
cet-15451	49	15	resulting	result	VERB
cet-15451	49	16	in	in	ADP
cet-15451	49	17	the	the	DET
cet-15451	49	18	loss	loss	NOUN
cet-15451	49	19	of	of	ADP
cet-15451	49	20	the	the	DET
cet-15451	49	21	amine	amine	ADJ
cet-15451	49	22	group	group	NOUN
cet-15451	49	23	.	.	PUNCT
cet-15451	50	1	1202	1202	NUM
cet-15451	50	2	table	table	NOUN
cet-15451	50	3	1bet	1bet	NUM
cet-15451	50	4	surface	surface	NOUN
cet-15451	50	5	area	area	NOUN
cet-15451	50	6	,	,	PUNCT
cet-15451	50	7	pore	pore	ADJ
cet-15451	50	8	volume	volume	NOUN
cet-15451	50	9	,	,	PUNCT
cet-15451	50	10	and	and	CCONJ
cet-15451	50	11	pore	pore	ADJ
cet-15451	50	12	size	size	NOUN
cet-15451	50	13	values	value	NOUN
cet-15451	50	14	of	of	ADP
cet-15451	50	15	cs	cs	PROPN
cet-15451	50	16	,	,	PUNCT
cet-15451	50	17	ccs	ccs	PROPN
cet-15451	50	18	,	,	PUNCT
cet-15451	50	19	and	and	CCONJ
cet-15451	50	20	gccs	gccs	NOUN
cet-15451	50	21	.	.	PUNCT
cet-15451	51	1	sample	sample	NOUN
cet-15451	51	2	surface	surface	PROPN
cet-15451	51	3	area	area	NOUN
cet-15451	51	4	(	(	PUNCT
cet-15451	51	5	m2	m2	PROPN
cet-15451	51	6	/	/	SYM
cet-15451	51	7	g	g	NOUN
cet-15451	51	8	)	)	PUNCT
cet-15451	51	9	pore	pore	ADJ
cet-15451	51	10	volume	volume	NOUN
cet-15451	51	11	(	(	PUNCT
cet-15451	51	12	cm3	cm3	NOUN
cet-15451	51	13	/	/	SYM
cet-15451	51	14	g	g	NOUN
cet-15451	51	15	)	)	PUNCT
cet-15451	51	16	pore	pore	ADJ
cet-15451	51	17	size	size	NOUN
cet-15451	51	18	(	(	PUNCT
cet-15451	51	19	nm	nm	NOUN
cet-15451	51	20	)	)	PUNCT
cet-15451	51	21	cs	cs	PROPN
cet-15451	51	22	136.21	136.21	NUM
cet-15451	51	23	0.326	0.326	NUM
cet-15451	51	24	33.67	33.67	NUM
cet-15451	51	25	ccs	ccs	NOUN
cet-15451	51	26	112.45	112.45	NUM
cet-15451	51	27	0.284	0.284	NUM
cet-15451	51	28	27.17	27.17	NUM
cet-15451	51	29	gccs	gccs	NOUN
cet-15451	51	30	208.32	208.32	NUM
cet-15451	51	31	0.402	0.402	NUM
cet-15451	51	32	42.15	42.15	NUM
cet-15451	51	33	3.3	3.3	NUM
cet-15451	51	34	.	.	PUNCT
cet-15451	52	1	rsm	rsm	PROPN
cet-15451	52	2	result	result	VERB
cet-15451	52	3	design	design	NOUN
cet-15451	52	4	-	-	PUNCT
cet-15451	52	5	expert	expert	NOUN
cet-15451	52	6	version	version	NOUN
cet-15451	52	7	6.0.6	6.0.6	NUM
cet-15451	52	8	was	be	AUX
cet-15451	52	9	applied	apply	VERB
cet-15451	52	10	in	in	ADP
cet-15451	52	11	the	the	DET
cet-15451	52	12	investigation	investigation	NOUN
cet-15451	52	13	.	.	PUNCT
cet-15451	53	1	the	the	DET
cet-15451	53	2	model	model	NOUN
cet-15451	53	3	configuration	configuration	NOUN
cet-15451	53	4	of	of	ADP
cet-15451	53	5	this	this	DET
cet-15451	53	6	study	study	NOUN
cet-15451	53	7	consisted	consist	VERB
cet-15451	53	8	of	of	ADP
cet-15451	53	9	21	21	NUM
cet-15451	53	10	experimental	experimental	ADJ
cet-15451	53	11	runs	run	NOUN
cet-15451	53	12	,	,	PUNCT
cet-15451	53	13	with	with	ADP
cet-15451	53	14	16	16	NUM
cet-15451	53	15	of	of	ADP
cet-15451	53	16	them	they	PRON
cet-15451	53	17	as	as	ADP
cet-15451	53	18	non	non	ADJ
cet-15451	53	19	-	-	ADJ
cet-15451	53	20	center	center	ADJ
cet-15451	53	21	points	point	NOUN
cet-15451	53	22	and	and	CCONJ
cet-15451	53	23	five	five	NUM
cet-15451	53	24	as	as	ADP
cet-15451	53	25	center	center	NOUN
cet-15451	53	26	points	point	NOUN
cet-15451	53	27	,	,	PUNCT
cet-15451	53	28	utilizing	utilize	VERB
cet-15451	53	29	an	an	DET
cet-15451	53	30	alpha	alpha	NOUN
cet-15451	53	31	value	value	NOUN
cet-15451	53	32	of	of	ADP
cet-15451	53	33	1	1	NUM
cet-15451	53	34	.	.	PUNCT
cet-15451	54	1	the	the	DET
cet-15451	54	2	center	center	NOUN
cet-15451	54	3	points	point	NOUN
cet-15451	54	4	are	be	AUX
cet-15451	54	5	essential	essential	ADJ
cet-15451	54	6	because	because	SCONJ
cet-15451	54	7	they	they	PRON
cet-15451	54	8	offer	offer	VERB
cet-15451	54	9	a	a	DET
cet-15451	54	10	separate	separate	ADJ
cet-15451	54	11	assessment	assessment	NOUN
cet-15451	54	12	of	of	ADP
cet-15451	54	13	experimental	experimental	ADJ
cet-15451	54	14	error	error	NOUN
cet-15451	54	15	.	.	PUNCT
cet-15451	55	1	equation	equation	NOUN
cet-15451	55	2	(	(	PUNCT
cet-15451	55	3	1	1	X
cet-15451	55	4	)	)	PUNCT
cet-15451	55	5	presents	present	VERB
cet-15451	55	6	an	an	DET
cet-15451	55	7	equation	equation	NOUN
cet-15451	55	8	created	create	VERB
cet-15451	55	9	by	by	ADP
cet-15451	55	10	the	the	DET
cet-15451	55	11	model	model	NOUN
cet-15451	55	12	to	to	PART
cet-15451	55	13	explain	explain	VERB
cet-15451	55	14	quadratic	quadratic	ADJ
cet-15451	55	15	polynomials	polynomial	NOUN
cet-15451	55	16	.	.	PUNCT
cet-15451	56	1	the	the	DET
cet-15451	56	2	rsm	rsm	PROPN
cet-15451	56	3	model	model	NOUN
cet-15451	56	4	was	be	AUX
cet-15451	56	5	optimized	optimize	VERB
cet-15451	56	6	by	by	ADP
cet-15451	56	7	utilizing	utilize	VERB
cet-15451	56	8	an	an	DET
cet-15451	56	9	objective	objective	ADJ
cet-15451	56	10	function	function	NOUN
cet-15451	56	11	that	that	PRON
cet-15451	56	12	varies	vary	VERB
cet-15451	56	13	from	from	ADP
cet-15451	56	14	zero	zero	NUM
cet-15451	56	15	to	to	ADP
cet-15451	56	16	one	one	NUM
cet-15451	56	17	.	.	PUNCT
cet-15451	57	1	𝛾	𝛾	X
cet-15451	57	2	=	=	PUNCT
cet-15451	57	3	𝛽𝑜	𝛽𝑜	VERB
cet-15451	57	4	+	+	CCONJ
cet-15451	57	5	∑	∑	ADV
cet-15451	57	6	𝛽𝑖𝑋𝑖	𝛽𝑖𝑋𝑖	ADJ
cet-15451	57	7	+	+	CCONJ
cet-15451	57	8	∑	∑	ADV
cet-15451	57	9	𝛽𝑖𝑖𝑋𝑖	𝛽𝑖𝑖𝑋𝑖	VERB
cet-15451	57	10	2	2	NUM
cet-15451	57	11	+	+	NOUN
cet-15451	57	12	𝐾	𝐾	PROPN
cet-15451	57	13	𝑖=1	𝑖=1	PROPN
cet-15451	57	14	∑	∑	DET
cet-15451	57	15	𝛽𝑖𝑗𝑋𝑖𝑋𝑗	𝛽𝑖𝑗𝑋𝑖𝑋𝑗	X
cet-15451	57	16	+	+	CCONJ
cet-15451	57	17	𝑒(𝑋1	𝑒(𝑋1	PROPN
cet-15451	57	18	.	.	PUNCT
cet-15451	57	19	𝑋2	𝑋2	VERB
cet-15451	57	20	…	…	PUNCT
cet-15451	57	21	.	.	PUNCT
cet-15451	58	1	𝑋𝐾𝑖<𝑗	𝑋𝐾𝑖<𝑗	NOUN
cet-15451	59	1	𝐾	𝐾	PROPN
cet-15451	59	2	𝑖=1	𝑖=1	PROPN
cet-15451	59	3	(	(	PUNCT
cet-15451	59	4	1	1	X
cet-15451	59	5	)	)	PUNCT
cet-15451	59	6	the	the	DET
cet-15451	59	7	results	result	NOUN
cet-15451	59	8	obtained	obtain	VERB
cet-15451	59	9	were	be	AUX
cet-15451	59	10	analyzed	analyze	VERB
cet-15451	59	11	using	use	VERB
cet-15451	59	12	anova	anova	PROPN
cet-15451	59	13	from	from	ADP
cet-15451	59	14	expert	expert	NOUN
cet-15451	59	15	design	design	NOUN
cet-15451	59	16	software	software	NOUN
cet-15451	59	17	.	.	PUNCT
cet-15451	60	1	the	the	DET
cet-15451	60	2	polynomial	polynomial	ADJ
cet-15451	60	3	equation	equation	NOUN
cet-15451	60	4	in	in	ADP
cet-15451	60	5	terms	term	NOUN
cet-15451	60	6	of	of	ADP
cet-15451	60	7	coded	code	VERB
cet-15451	60	8	factors	factor	NOUN
cet-15451	60	9	and	and	CCONJ
cet-15451	60	10	manipulating	manipulate	VERB
cet-15451	60	11	one	one	NUM
cet-15451	60	12	variable	variable	NOUN
cet-15451	60	13	while	while	SCONJ
cet-15451	60	14	keeping	keep	VERB
cet-15451	60	15	the	the	DET
cet-15451	60	16	others	other	NOUN
cet-15451	60	17	constant	constant	ADJ
cet-15451	60	18	was	be	AUX
cet-15451	60	19	used	use	VERB
cet-15451	60	20	to	to	PART
cet-15451	60	21	fit	fit	VERB
cet-15451	60	22	the	the	DET
cet-15451	60	23	experimental	experimental	ADJ
cet-15451	60	24	design	design	NOUN
cet-15451	60	25	(	(	PUNCT
cet-15451	60	26	equation	equation	NOUN
cet-15451	60	27	2	2	NUM
cet-15451	60	28	)	)	PUNCT
cet-15451	60	29	.	.	PUNCT
cet-15451	61	1	the	the	DET
cet-15451	61	2	experimental	experimental	ADJ
cet-15451	61	3	and	and	CCONJ
cet-15451	61	4	predicted	predict	VERB
cet-15451	61	5	values	value	NOUN
cet-15451	61	6	indicate	indicate	VERB
cet-15451	61	7	that	that	SCONJ
cet-15451	61	8	the	the	DET
cet-15451	61	9	design	design	NOUN
cet-15451	61	10	matrix	matrix	NOUN
cet-15451	61	11	was	be	AUX
cet-15451	61	12	highly	highly	ADV
cet-15451	61	13	accurate	accurate	ADJ
cet-15451	61	14	.	.	PUNCT
cet-15451	62	1	this	this	PRON
cet-15451	62	2	is	be	AUX
cet-15451	62	3	in	in	ADP
cet-15451	62	4	accord	accord	NOUN
cet-15451	62	5	with	with	ADP
cet-15451	62	6	findings	finding	NOUN
cet-15451	62	7	from	from	ADP
cet-15451	62	8	(	(	PUNCT
cet-15451	62	9	sasidharan	sasidharan	PROPN
cet-15451	62	10	and	and	CCONJ
cet-15451	62	11	kumar	kumar	PROPN
cet-15451	62	12	,	,	PUNCT
cet-15451	62	13	2022	2022	NUM
cet-15451	62	14	)	)	PUNCT
cet-15451	62	15	,	,	PUNCT
cet-15451	62	16	who	who	PRON
cet-15451	62	17	reported	report	VERB
cet-15451	62	18	that	that	SCONJ
cet-15451	62	19	the	the	DET
cet-15451	62	20	higher	high	ADJ
cet-15451	62	21	.	.	PUNCT
cet-15451	63	1	𝑅2	𝑅2	PROPN
cet-15451	63	2	value	value	NOUN
cet-15451	63	3	signifies	signifie	NOUN
cet-15451	63	4	that	that	SCONJ
cet-15451	63	5	the	the	DET
cet-15451	63	6	design	design	NOUN
cet-15451	63	7	matrix	matrix	NOUN
cet-15451	63	8	is	be	AUX
cet-15451	63	9	well	well	ADV
cet-15451	63	10	-	-	PUNCT
cet-15451	63	11	fitted	fit	VERB
cet-15451	63	12	and	and	CCONJ
cet-15451	63	13	reliable	reliable	ADJ
cet-15451	63	14	.	.	PUNCT
cet-15451	64	1	table	table	NOUN
cet-15451	64	2	2	2	NUM
cet-15451	64	3	presents	present	VERB
cet-15451	64	4	the	the	DET
cet-15451	64	5	experimental	experimental	ADJ
cet-15451	64	6	design	design	NOUN
cet-15451	64	7	/	/	SYM
cet-15451	64	8	matrix	matrix	NOUN
cet-15451	64	9	and	and	CCONJ
cet-15451	64	10	the	the	DET
cet-15451	64	11	related	related	ADJ
cet-15451	64	12	response	response	NOUN
cet-15451	64	13	for	for	ADP
cet-15451	64	14	binding	bind	VERB
cet-15451	64	15	mb	mb	ADP
cet-15451	64	16	onto	onto	ADP
cet-15451	64	17	gccs	gccs	NOUN
cet-15451	64	18	.	.	PUNCT
cet-15451	65	1	this	this	DET
cet-15451	65	2	table	table	NOUN
cet-15451	65	3	illustrates	illustrate	VERB
cet-15451	65	4	how	how	SCONJ
cet-15451	65	5	various	various	ADJ
cet-15451	65	6	parameters	parameter	NOUN
cet-15451	65	7	impact	impact	VERB
cet-15451	65	8	the	the	DET
cet-15451	65	9	outcome	outcome	NOUN
cet-15451	65	10	.	.	PUNCT
cet-15451	66	1	𝑌	𝑌	PROPN
cet-15451	66	2	=	=	PUNCT
cet-15451	66	3	+26.57	+26.57	PROPN
cet-15451	67	1	+	+	CCONJ
cet-15451	68	1	5.73𝐴	5.73𝐴	NUM
cet-15451	68	2	+	+	CCONJ
cet-15451	68	3	1.08𝐵	1.08𝐵	NUM
cet-15451	68	4	+	+	NUM
cet-15451	68	5	13.51𝐶	13.51𝐶	NUM
cet-15451	68	6	+	+	CCONJ
cet-15451	68	7	3.90𝐷	3.90𝐷	NUM
cet-15451	68	8	−	−	PROPN
cet-15451	68	9	4.31𝐴2	4.31𝐴2	NOUN
cet-15451	68	10	−	−	PROPN
cet-15451	68	11	2.14𝐵2	2.14𝐵2	NUM
cet-15451	68	12	−	−	NOUN
cet-15451	68	13	2.83𝐶2	2.83𝐶2	NUM
cet-15451	69	1	−	−	NUM
cet-15451	69	2	1.38𝐷2	1.38𝐷2	NUM
cet-15451	70	1	+	+	NUM
cet-15451	70	2	0.023𝐴𝐵	0.023𝐴𝐵	NOUN
cet-15451	71	1	+	+	CCONJ
cet-15451	71	2	5.60𝐴𝐶	5.60𝐴𝐶	NOUN
cet-15451	71	3	+	+	PUNCT
cet-15451	71	4	1.28𝐴𝐷	1.28𝐴𝐷	NOUN
cet-15451	71	5	−	−	NOUN
cet-15451	71	6	0.15𝐵𝐶	0.15𝐵𝐶	NOUN
cet-15451	72	1	+	+	CCONJ
cet-15451	72	2	1.09𝐵𝐷	1.09𝐵𝐷	PROPN
cet-15451	73	1	+	+	CCONJ
cet-15451	73	2	1.99𝐶𝐷	1.99𝐶𝐷	PROPN
cet-15451	73	3	(	(	PUNCT
cet-15451	73	4	2	2	NUM
cet-15451	73	5	)	)	PUNCT
cet-15451	73	6	𝑅2	𝑅2	ADP
cet-15451	73	7	=	=	NOUN
cet-15451	74	1	0.9939	0.9939	NUM
cet-15451	74	2	𝑅2	𝑅2	NOUN
cet-15451	74	3	𝑎𝑑𝑗	𝑎𝑑𝑗	X
cet-15451	74	4	=	=	NOUN
cet-15451	74	5	0.9854	0.9854	NUM
cet-15451	74	6	table	table	NOUN
cet-15451	74	7	2	2	NUM
cet-15451	74	8	:	:	PUNCT
cet-15451	74	9	the	the	DET
cet-15451	74	10	layout	layout	NOUN
cet-15451	74	11	of	of	ADP
cet-15451	74	12	the	the	DET
cet-15451	74	13	model	model	NOUN
cet-15451	74	14	std	std	NOUN
cet-15451	74	15	factor	factor	NOUN
cet-15451	74	16	1	1	NUM
cet-15451	74	17	a	a	DET
cet-15451	74	18	:	:	PUNCT
cet-15451	74	19	ph	ph	ADJ
cet-15451	74	20	factor	factor	NOUN
cet-15451	74	21	2	2	NUM
cet-15451	74	22	b	b	NOUN
cet-15451	74	23	:	:	PUNCT
cet-15451	74	24	adsorbent	adsorbent	NOUN
cet-15451	74	25	dose	dose	NOUN
cet-15451	74	26	(	(	PUNCT
cet-15451	74	27	g	g	NOUN
cet-15451	74	28	)	)	PUNCT
cet-15451	74	29	factor	factor	NOUN
cet-15451	74	30	3	3	NUM
cet-15451	74	31	c	c	NOUN
cet-15451	74	32	:	:	PUNCT
cet-15451	74	33	initial	initial	ADJ
cet-15451	74	34	concentration	concentration	NOUN
cet-15451	74	35	(	(	PUNCT
cet-15451	74	36	mg	mg	NOUN
cet-15451	74	37	/	/	SYM
cet-15451	74	38	l	l	NOUN
cet-15451	74	39	)	)	PUNCT
cet-15451	74	40	factor	factor	NOUN
cet-15451	74	41	4	4	NUM
cet-15451	74	42	d	d	NOUN
cet-15451	74	43	:	:	PUNCT
cet-15451	74	44	contact	contact	NOUN
cet-15451	74	45	time	time	NOUN
cet-15451	74	46	(	(	PUNCT
cet-15451	74	47	min	min	NOUN
cet-15451	74	48	)	)	PUNCT
cet-15451	74	49	response	response	NOUN
cet-15451	74	50	:	:	PUNCT
cet-15451	74	51	mb	mb	ADP
cet-15451	74	52	removal	removal	NOUN
cet-15451	74	53	(	(	PUNCT
cet-15451	74	54	%	%	INTJ
cet-15451	74	55	)	)	PUNCT
cet-15451	74	56	1	1	NUM
cet-15451	74	57	10.00	10.00	NUM
cet-15451	74	58	2.00	2.00	NUM
cet-15451	74	59	200.00	200.00	NUM
cet-15451	74	60	100.00	100.00	NUM
cet-15451	74	61	49.63	49.63	NUM
cet-15451	74	62	2	2	NUM
cet-15451	74	63	10.00	10.00	NUM
cet-15451	74	64	2.00	2.00	NUM
cet-15451	74	65	50.00	50.00	NUM
cet-15451	74	66	100.00	100.00	NUM
cet-15451	74	67	72.07	72.07	NUM
cet-15451	74	68	3	3	NUM
cet-15451	74	69	10.00	10.00	NUM
cet-15451	74	70	10.00	10.00	NUM
cet-15451	74	71	200.00	200.00	NUM
cet-15451	74	72	10.00	10.00	NUM
cet-15451	74	73	59.63	59.63	NUM
cet-15451	74	74	4	4	NUM
cet-15451	74	75	4.00	4.00	NUM
cet-15451	74	76	10.00	10.00	NUM
cet-15451	74	77	50.00	50.00	NUM
cet-15451	74	78	100.00	100.00	NUM
cet-15451	74	79	85.07	85.07	NUM
cet-15451	74	80	5	5	NUM
cet-15451	74	81	10.00	10.00	NUM
cet-15451	74	82	10.00	10.00	NUM
cet-15451	74	83	50.00	50.00	NUM
cet-15451	74	84	10.00	10.00	NUM
cet-15451	74	85	73.07	73.07	NUM
cet-15451	74	86	6	6	NUM
cet-15451	74	87	4.00	4.00	NUM
cet-15451	74	88	2.00	2.00	NUM
cet-15451	74	89	200.00	200.00	NUM
cet-15451	74	90	10.00	10.00	NUM
cet-15451	74	91	35.63	35.63	NUM
cet-15451	74	92	7	7	NUM
cet-15451	74	93	4.00	4.00	NUM
cet-15451	74	94	10.00	10.00	NUM
cet-15451	74	95	200.00	200.00	NUM
cet-15451	74	96	100.00	100.00	NUM
cet-15451	74	97	78.63	78.63	NUM
cet-15451	74	98	8	8	NUM
cet-15451	74	99	4.00	4.00	NUM
cet-15451	74	100	2.00	2.00	NUM
cet-15451	74	101	125.00	125.00	NUM
cet-15451	74	102	10.00	10.00	NUM
cet-15451	74	103	59.07	59.07	NUM
cet-15451	74	104	9	9	NUM
cet-15451	74	105	4.00	4.00	NUM
cet-15451	74	106	6.00	6.00	NUM
cet-15451	74	107	125.00	125.00	NUM
cet-15451	74	108	55.00	55.00	NUM
cet-15451	74	109	91.61	91.61	NUM
cet-15451	74	110	10	10	NUM
cet-15451	74	111	10.00	10.00	NUM
cet-15451	74	112	6.00	6.00	NUM
cet-15451	74	113	125.00	125.00	NUM
cet-15451	74	114	55.00	55.00	NUM
cet-15451	74	115	80.61	80.61	NUM
cet-15451	74	116	11	11	NUM
cet-15451	74	117	7.00	7.00	NUM
cet-15451	74	118	6.00	6.00	NUM
cet-15451	74	119	125.00	125.00	NUM
cet-15451	74	120	10.00	10.00	NUM
cet-15451	74	121	88.61	88.61	NUM
cet-15451	74	122	12	12	NUM
cet-15451	74	123	7.00	7.00	NUM
cet-15451	74	124	6.00	6.00	NUM
cet-15451	74	125	50.00	50.00	NUM
cet-15451	74	126	100.00	100.00	NUM
cet-15451	74	127	90.79	90.79	NUM
cet-15451	74	128	13	13	NUM
cet-15451	74	129	7.00	7.00	NUM
cet-15451	74	130	6.00	6.00	NUM
cet-15451	74	131	50.00	50.00	NUM
cet-15451	74	132	55.00	55.00	NUM
cet-15451	74	133	96.41	96.41	NUM
cet-15451	74	134	14	14	NUM
cet-15451	74	135	7.00	7.00	NUM
cet-15451	74	136	6.00	6.00	NUM
cet-15451	74	137	125.00	125.00	NUM
cet-15451	74	138	55.00	55.00	NUM
cet-15451	74	139	80.48	80.48	NUM
cet-15451	74	140	15	15	NUM
cet-15451	74	141	7.00	7.00	NUM
cet-15451	74	142	2.00	2.00	NUM
cet-15451	74	143	125.00	125.00	NUM
cet-15451	74	144	55.00	55.00	NUM
cet-15451	74	145	75.61	75.61	NUM
cet-15451	74	146	16	16	NUM
cet-15451	74	147	7.00	7.00	NUM
cet-15451	74	148	10.00	10.00	NUM
cet-15451	74	149	125.00	125.00	NUM
cet-15451	74	150	55.00	55.00	NUM
cet-15451	74	151	74.61	74.61	NUM
cet-15451	74	152	17	17	NUM
cet-15451	74	153	7.00	7.00	NUM
cet-15451	74	154	6.00	6.00	NUM
cet-15451	74	155	125.00	125.00	NUM
cet-15451	74	156	55.00	55.00	NUM
cet-15451	74	157	93.47	93.47	NUM
cet-15451	74	158	18	18	NUM
cet-15451	74	159	7.00	7.00	NUM
cet-15451	74	160	6.00	6.00	NUM
cet-15451	74	161	125.00	125.00	NUM
cet-15451	74	162	55.00	55.00	NUM
cet-15451	74	163	92.47	92.47	NUM
cet-15451	74	164	19	19	NUM
cet-15451	74	165	7.00	7.00	NUM
cet-15451	74	166	6.00	6.00	NUM
cet-15451	74	167	125.00	125.00	NUM
cet-15451	74	168	55.00	55.00	NUM
cet-15451	74	169	92.47	92.47	NUM
cet-15451	74	170	20	20	NUM
cet-15451	74	171	7.00	7.00	NUM
cet-15451	74	172	6.00	6.00	NUM
cet-15451	74	173	125.00	125.00	NUM
cet-15451	74	174	55.00	55.00	NUM
cet-15451	74	175	92.47	92.47	NUM
cet-15451	74	176	21	21	NUM
cet-15451	74	177	7.00	7.00	NUM
cet-15451	74	178	6.00	6.00	NUM
cet-15451	74	179	125.00	125.00	NUM
cet-15451	74	180	55.00	55.00	NUM
cet-15451	74	181	92.47	92.47	NUM
cet-15451	74	182	1203	1203	NUM
cet-15451	74	183	3.4	3.4	NUM
cet-15451	74	184	3d	3d	NUM
cet-15451	74	185	rsm	rsm	PROPN
cet-15451	74	186	plots	plot	NOUN
cet-15451	74	187	figure	figure	VERB
cet-15451	74	188	2	2	NUM
cet-15451	74	189	depicts	depict	VERB
cet-15451	74	190	the	the	DET
cet-15451	74	191	correlation	correlation	NOUN
cet-15451	74	192	between	between	ADP
cet-15451	74	193	the	the	DET
cet-15451	74	194	two	two	NUM
cet-15451	74	195	variables	variable	NOUN
cet-15451	74	196	and	and	CCONJ
cet-15451	74	197	their	their	PRON
cet-15451	74	198	influence	influence	NOUN
cet-15451	74	199	on	on	ADP
cet-15451	74	200	the	the	DET
cet-15451	74	201	percentage	percentage	NOUN
cet-15451	74	202	removal	removal	NOUN
cet-15451	74	203	of	of	ADP
cet-15451	74	204	mb	mb	ADP
cet-15451	74	205	while	while	SCONJ
cet-15451	74	206	holding	hold	VERB
cet-15451	74	207	other	other	ADJ
cet-15451	74	208	parameters	parameter	NOUN
cet-15451	74	209	constant	constant	ADJ
cet-15451	74	210	.	.	PUNCT
cet-15451	75	1	this	this	DET
cet-15451	75	2	plot	plot	NOUN
cet-15451	75	3	demonstrates	demonstrate	VERB
cet-15451	75	4	that	that	SCONJ
cet-15451	75	5	the	the	DET
cet-15451	75	6	highest	high	ADJ
cet-15451	75	7	mb	mb	NOUN
cet-15451	75	8	removal	removal	NOUN
cet-15451	75	9	on	on	ADP
cet-15451	75	10	gccs	gccs	NOUN
cet-15451	75	11	occurs	occur	VERB
cet-15451	75	12	at	at	ADP
cet-15451	75	13	ph	ph	PROPN
cet-15451	75	14	7	7	NUM
cet-15451	75	15	,	,	PUNCT
cet-15451	75	16	emphasizing	emphasize	VERB
cet-15451	75	17	the	the	DET
cet-15451	75	18	impact	impact	NOUN
cet-15451	75	19	of	of	ADP
cet-15451	75	20	ph	ph	NOUN
cet-15451	75	21	on	on	ADP
cet-15451	75	22	the	the	DET
cet-15451	75	23	adsorption	adsorption	NOUN
cet-15451	75	24	process	process	NOUN
cet-15451	75	25	.	.	PUNCT
cet-15451	76	1	according	accord	VERB
cet-15451	76	2	to	to	ADP
cet-15451	76	3	the	the	DET
cet-15451	76	4	findings	finding	NOUN
cet-15451	76	5	of	of	ADP
cet-15451	76	6	(	(	PUNCT
cet-15451	76	7	mihaly	mihaly	PROPN
cet-15451	76	8	cozmuta	cozmuta	PROPN
cet-15451	76	9	et	et	PROPN
cet-15451	76	10	al	al	PROPN
cet-15451	76	11	.	.	PROPN
cet-15451	76	12	,	,	PUNCT
cet-15451	76	13	2012	2012	NUM
cet-15451	76	14	)	)	PUNCT
cet-15451	76	15	,	,	PUNCT
cet-15451	76	16	ph	ph	PROPN
cet-15451	76	17	is	be	AUX
cet-15451	76	18	essential	essential	ADJ
cet-15451	76	19	in	in	ADP
cet-15451	76	20	adsorption	adsorption	NOUN
cet-15451	76	21	processes	process	NOUN
cet-15451	76	22	since	since	SCONJ
cet-15451	76	23	it	it	PRON
cet-15451	76	24	plays	play	VERB
cet-15451	76	25	a	a	DET
cet-15451	76	26	significant	significant	ADJ
cet-15451	76	27	role	role	NOUN
cet-15451	76	28	in	in	ADP
cet-15451	76	29	the	the	DET
cet-15451	76	30	ionization	ionization	NOUN
cet-15451	76	31	of	of	ADP
cet-15451	76	32	chemically	chemically	ADV
cet-15451	76	33	reactive	reactive	ADJ
cet-15451	76	34	sites	site	NOUN
cet-15451	76	35	on	on	ADP
cet-15451	76	36	the	the	DET
cet-15451	76	37	surface	surface	NOUN
cet-15451	76	38	of	of	ADP
cet-15451	76	39	the	the	DET
cet-15451	76	40	adsorbent	adsorbent	NOUN
cet-15451	76	41	.	.	PUNCT
cet-15451	77	1	the	the	DET
cet-15451	77	2	effect	effect	NOUN
cet-15451	77	3	of	of	ADP
cet-15451	77	4	contact	contact	NOUN
cet-15451	77	5	time	time	NOUN
cet-15451	77	6	on	on	ADP
cet-15451	77	7	the	the	DET
cet-15451	77	8	binding	binding	NOUN
cet-15451	77	9	of	of	ADP
cet-15451	77	10	mb	mb	PROPN
cet-15451	77	11	is	be	AUX
cet-15451	77	12	also	also	ADV
cet-15451	77	13	seen	see	VERB
cet-15451	77	14	in	in	ADP
cet-15451	77	15	this	this	DET
cet-15451	77	16	figure	figure	NOUN
cet-15451	77	17	.	.	PUNCT
cet-15451	78	1	the	the	DET
cet-15451	78	2	contact	contact	NOUN
cet-15451	78	3	time	time	NOUN
cet-15451	78	4	was	be	AUX
cet-15451	78	5	varied	varied	ADJ
cet-15451	78	6	between	between	ADP
cet-15451	78	7	10	10	NUM
cet-15451	78	8	and	and	CCONJ
cet-15451	78	9	100	100	NUM
cet-15451	78	10	minutes	minute	NOUN
cet-15451	78	11	,	,	PUNCT
cet-15451	78	12	and	and	CCONJ
cet-15451	78	13	it	it	PRON
cet-15451	78	14	was	be	AUX
cet-15451	78	15	proven	prove	VERB
cet-15451	78	16	that	that	SCONJ
cet-15451	78	17	a	a	DET
cet-15451	78	18	contact	contact	NOUN
cet-15451	78	19	time	time	NOUN
cet-15451	78	20	of	of	ADP
cet-15451	78	21	55	55	NUM
cet-15451	78	22	minutes	minute	NOUN
cet-15451	78	23	was	be	AUX
cet-15451	78	24	adequate	adequate	ADJ
cet-15451	78	25	for	for	ADP
cet-15451	78	26	maximum	maximum	ADJ
cet-15451	78	27	removal	removal	NOUN
cet-15451	78	28	of	of	ADP
cet-15451	78	29	mb	mb	NOUN
cet-15451	78	30	.	.	PUNCT
cet-15451	79	1	this	this	PRON
cet-15451	79	2	is	be	AUX
cet-15451	79	3	due	due	ADJ
cet-15451	79	4	to	to	ADP
cet-15451	79	5	the	the	DET
cet-15451	79	6	presence	presence	NOUN
cet-15451	79	7	of	of	ADP
cet-15451	79	8	wellaligned	wellaligned	ADJ
cet-15451	79	9	binding	bind	VERB
cet-15451	79	10	sites	site	NOUN
cet-15451	79	11	that	that	PRON
cet-15451	79	12	are	be	AUX
cet-15451	79	13	conveniently	conveniently	ADV
cet-15451	79	14	available	available	ADJ
cet-15451	79	15	for	for	ADP
cet-15451	79	16	the	the	DET
cet-15451	79	17	adsorption	adsorption	NOUN
cet-15451	79	18	of	of	ADP
cet-15451	79	19	mb	mb	PROPN
cet-15451	79	20	.	.	PROPN
cet-15451	79	21	figure	figure	NOUN
cet-15451	79	22	2	2	NUM
cet-15451	79	23	:	:	PUNCT
cet-15451	79	24	effects	effect	NOUN
cet-15451	79	25	of	of	ADP
cet-15451	79	26	adsorbent	adsorbent	NOUN
cet-15451	79	27	dose	dose	NOUN
cet-15451	79	28	and	and	CCONJ
cet-15451	79	29	time	time	NOUN
cet-15451	79	30	3.5	3.5	NUM
cet-15451	79	31	ann	ann	PROPN
cet-15451	79	32	result	result	NOUN
cet-15451	79	33	this	this	DET
cet-15451	79	34	research	research	NOUN
cet-15451	79	35	applied	apply	VERB
cet-15451	79	36	the	the	DET
cet-15451	79	37	ann	ann	PROPN
cet-15451	79	38	technique	technique	NOUN
cet-15451	79	39	with	with	ADP
cet-15451	79	40	the	the	DET
cet-15451	79	41	help	help	NOUN
cet-15451	79	42	of	of	ADP
cet-15451	79	43	the	the	DET
cet-15451	79	44	ann	ann	PROPN
cet-15451	79	45	toolbox	toolbox	PROPN
cet-15451	79	46	v4.0	v4.0	PROPN
cet-15451	79	47	in	in	ADP
cet-15451	79	48	matlab	matlab	PROPN
cet-15451	79	49	2019	2019	NUM
cet-15451	79	50	.	.	PUNCT
cet-15451	80	1	changing	change	VERB
cet-15451	80	2	the	the	DET
cet-15451	80	3	network	network	NOUN
cet-15451	80	4	parameters	parameter	NOUN
cet-15451	80	5	altered	alter	VERB
cet-15451	80	6	the	the	DET
cet-15451	80	7	coding	code	VERB
cet-15451	80	8	process	process	NOUN
cet-15451	80	9	conditions	condition	NOUN
cet-15451	80	10	for	for	ADP
cet-15451	80	11	levenberg	levenberg	PROPN
cet-15451	80	12	-	-	PUNCT
cet-15451	80	13	marquardt	marquardt	PROPN
cet-15451	80	14	(	(	PUNCT
cet-15451	80	15	lm	lm	PROPN
cet-15451	80	16	)	)	PUNCT
cet-15451	80	17	.	.	PUNCT
cet-15451	81	1	the	the	DET
cet-15451	81	2	lm	lm	PROPN
cet-15451	81	3	could	could	AUX
cet-15451	81	4	only	only	ADV
cet-15451	81	5	make	make	VERB
cet-15451	81	6	10	10	NUM
cet-15451	81	7	data	datum	NOUN
cet-15451	81	8	passes	pass	NOUN
cet-15451	81	9	during	during	ADP
cet-15451	81	10	data	datum	NOUN
cet-15451	81	11	simulations	simulation	NOUN
cet-15451	81	12	.	.	PUNCT
cet-15451	82	1	also	also	ADV
cet-15451	82	2	,	,	PUNCT
cet-15451	82	3	no	no	DET
cet-15451	82	4	early	early	ADJ
cet-15451	82	5	stopping	stopping	NOUN
cet-15451	82	6	mechanism	mechanism	NOUN
cet-15451	82	7	was	be	AUX
cet-15451	82	8	used	use	VERB
cet-15451	82	9	during	during	ADP
cet-15451	82	10	the	the	DET
cet-15451	82	11	lm	lm	ADJ
cet-15451	82	12	training	training	NOUN
cet-15451	82	13	.	.	PUNCT
cet-15451	83	1	figure	figure	NOUN
cet-15451	83	2	3	3	NUM
cet-15451	83	3	displays	display	VERB
cet-15451	83	4	a	a	DET
cet-15451	83	5	well	well	ADV
cet-15451	83	6	-	-	PUNCT
cet-15451	83	7	established	establish	VERB
cet-15451	83	8	three	three	NUM
cet-15451	83	9	-	-	PUNCT
cet-15451	83	10	layer	layer	NOUN
cet-15451	83	11	system	system	NOUN
cet-15451	83	12	with	with	ADP
cet-15451	83	13	four	four	NUM
cet-15451	83	14	neurons	neuron	NOUN
cet-15451	83	15	in	in	ADP
cet-15451	83	16	the	the	DET
cet-15451	83	17	input	input	NOUN
cet-15451	83	18	layer	layer	NOUN
cet-15451	83	19	,	,	PUNCT
cet-15451	83	20	indicating	indicate	VERB
cet-15451	83	21	contact	contact	NOUN
cet-15451	83	22	time	time	NOUN
cet-15451	83	23	,	,	PUNCT
cet-15451	83	24	solution	solution	NOUN
cet-15451	83	25	ph	ph	VERB
cet-15451	83	26	,	,	PUNCT
cet-15451	83	27	adsorbent	adsorbent	NOUN
cet-15451	83	28	dose	dose	NOUN
cet-15451	83	29	,	,	PUNCT
cet-15451	83	30	and	and	CCONJ
cet-15451	83	31	concentration	concentration	NOUN
cet-15451	83	32	,	,	PUNCT
cet-15451	83	33	which	which	PRON
cet-15451	83	34	is	be	AUX
cet-15451	83	35	used	use	VERB
cet-15451	83	36	to	to	PART
cet-15451	83	37	model	model	VERB
cet-15451	83	38	and	and	CCONJ
cet-15451	83	39	forecast	forecast	VERB
cet-15451	83	40	mb	mb	ADP
cet-15451	83	41	elimination	elimination	NOUN
cet-15451	83	42	.	.	PUNCT
cet-15451	84	1	there	there	PRON
cet-15451	84	2	are	be	VERB
cet-15451	84	3	ten	ten	NUM
cet-15451	84	4	modes	mode	NOUN
cet-15451	84	5	in	in	ADP
cet-15451	84	6	the	the	DET
cet-15451	84	7	hidden	hide	VERB
cet-15451	84	8	layer	layer	NOUN
cet-15451	84	9	and	and	CCONJ
cet-15451	84	10	one	one	NUM
cet-15451	84	11	neuron	neuron	NOUN
cet-15451	84	12	in	in	ADP
cet-15451	84	13	the	the	DET
cet-15451	84	14	output	output	NOUN
cet-15451	84	15	layer	layer	NOUN
cet-15451	84	16	.	.	PUNCT
cet-15451	85	1	figure	figure	VERB
cet-15451	85	2	4	4	NUM
cet-15451	85	3	shows	show	VERB
cet-15451	85	4	how	how	SCONJ
cet-15451	85	5	the	the	DET
cet-15451	85	6	network	network	NOUN
cet-15451	85	7	interacts	interact	VERB
cet-15451	85	8	with	with	ADP
cet-15451	85	9	the	the	DET
cet-15451	85	10	training	training	NOUN
cet-15451	85	11	,	,	PUNCT
cet-15451	85	12	testing	testing	NOUN
cet-15451	85	13	,	,	PUNCT
cet-15451	85	14	and	and	CCONJ
cet-15451	85	15	validation	validation	NOUN
cet-15451	85	16	data	datum	NOUN
cet-15451	85	17	;	;	PUNCT
cet-15451	85	18	correlation	correlation	NOUN
cet-15451	85	19	coefficients	coefficient	NOUN
cet-15451	85	20	were	be	AUX
cet-15451	85	21	found	find	VERB
cet-15451	85	22	to	to	PART
cet-15451	85	23	be	be	AUX
cet-15451	85	24	0.95613	0.95613	NUM
cet-15451	85	25	,	,	PUNCT
cet-15451	85	26	1	1	NUM
cet-15451	85	27	,	,	PUNCT
cet-15451	85	28	1	1	NUM
cet-15451	85	29	,	,	PUNCT
cet-15451	85	30	and	and	CCONJ
cet-15451	85	31	0.97017	0.97017	NUM
cet-15451	85	32	for	for	ADP
cet-15451	85	33	training	training	NOUN
cet-15451	85	34	,	,	PUNCT
cet-15451	85	35	testing	testing	NOUN
cet-15451	85	36	,	,	PUNCT
cet-15451	85	37	validation	validation	NOUN
cet-15451	85	38	,	,	PUNCT
cet-15451	85	39	and	and	CCONJ
cet-15451	85	40	overall	overall	ADJ
cet-15451	85	41	data	datum	NOUN
cet-15451	85	42	,	,	PUNCT
cet-15451	85	43	respectively	respectively	ADV
cet-15451	85	44	.	.	PUNCT
cet-15451	86	1	the	the	DET
cet-15451	86	2	predicted	predict	VERB
cet-15451	86	3	results	result	NOUN
cet-15451	86	4	from	from	ADP
cet-15451	86	5	the	the	DET
cet-15451	86	6	model	model	NOUN
cet-15451	86	7	correlate	correlate	VERB
cet-15451	86	8	with	with	ADP
cet-15451	86	9	the	the	DET
cet-15451	86	10	experimental	experimental	ADJ
cet-15451	86	11	data	datum	NOUN
cet-15451	86	12	.	.	PUNCT
cet-15451	87	1	the	the	DET
cet-15451	87	2	ann	ann	PROPN
cet-15451	87	3	model	model	NOUN
cet-15451	87	4	has	have	VERB
cet-15451	87	5	great	great	ADJ
cet-15451	87	6	prediction	prediction	NOUN
cet-15451	87	7	ability	ability	NOUN
cet-15451	87	8	,	,	PUNCT
cet-15451	87	9	as	as	SCONJ
cet-15451	87	10	shown	show	VERB
cet-15451	87	11	by	by	ADP
cet-15451	87	12	the	the	DET
cet-15451	87	13	overall	overall	ADJ
cet-15451	87	14	correlation	correlation	NOUN
cet-15451	87	15	coefficient	coefficient	NOUN
cet-15451	87	16	,	,	PUNCT
cet-15451	87	17	and	and	CCONJ
cet-15451	87	18	is	be	AUX
cet-15451	87	19	suited	suit	VERB
cet-15451	87	20	for	for	ADP
cet-15451	87	21	accurately	accurately	ADV
cet-15451	87	22	predicting	predict	VERB
cet-15451	87	23	data	datum	NOUN
cet-15451	87	24	.	.	PUNCT
cet-15451	88	1	figure.3	figure.3	PROPN
cet-15451	88	2	:	:	PUNCT
cet-15451	88	3	the	the	DET
cet-15451	88	4	ann	ann	PROPN
cet-15451	88	5	architecture	architecture	NOUN
cet-15451	88	6	1204	1204	NUM
cet-15451	88	7	figure	figure	NOUN
cet-15451	88	8	4	4	NUM
cet-15451	88	9	:	:	PUNCT
cet-15451	88	10	regression	regression	NOUN
cet-15451	88	11	plot	plot	NOUN
cet-15451	88	12	for	for	ADP
cet-15451	88	13	l	l	PROPN
cet-15451	88	14	-	-	NOUN
cet-15451	88	15	m	m	PROPN
cet-15451	88	16	model	model	NOUN
cet-15451	88	17	in	in	ADP
cet-15451	88	18	table	table	NOUN
cet-15451	88	19	3	3	NUM
cet-15451	88	20	,	,	PUNCT
cet-15451	88	21	one	one	NUM
cet-15451	88	22	experiment	experiment	NOUN
cet-15451	88	23	was	be	AUX
cet-15451	88	24	considered	consider	VERB
cet-15451	88	25	at	at	ADP
cet-15451	88	26	the	the	DET
cet-15451	88	27	level	level	NOUN
cet-15451	88	28	of	of	ADP
cet-15451	88	29	the	the	DET
cet-15451	88	30	process	process	NOUN
cet-15451	88	31	parameters	parameter	NOUN
cet-15451	88	32	.	.	PUNCT
cet-15451	89	1	ann	ann	PROPN
cet-15451	89	2	and	and	CCONJ
cet-15451	89	3	rsm	rsm	PROPN
cet-15451	89	4	models	model	NOUN
cet-15451	89	5	were	be	AUX
cet-15451	89	6	assessed	assess	VERB
cet-15451	89	7	to	to	PART
cet-15451	89	8	predict	predict	VERB
cet-15451	89	9	mb	mb	ADP
cet-15451	89	10	removal	removal	NOUN
cet-15451	89	11	efficiency	efficiency	NOUN
cet-15451	89	12	.	.	PUNCT
cet-15451	90	1	the	the	DET
cet-15451	90	2	comparison	comparison	NOUN
cet-15451	90	3	of	of	ADP
cet-15451	90	4	actual	actual	ADJ
cet-15451	90	5	and	and	CCONJ
cet-15451	90	6	predicted	predict	VERB
cet-15451	90	7	removal	removal	NOUN
cet-15451	90	8	efficiencies	efficiency	NOUN
cet-15451	90	9	(	(	PUNCT
cet-15451	90	10	%	%	INTJ
cet-15451	90	11	)	)	PUNCT
cet-15451	90	12	showed	show	VERB
cet-15451	90	13	that	that	SCONJ
cet-15451	90	14	ann	ann	PROPN
cet-15451	90	15	and	and	CCONJ
cet-15451	90	16	rsm	rsm	PROPN
cet-15451	90	17	models	model	NOUN
cet-15451	90	18	can	can	AUX
cet-15451	90	19	predict	predict	VERB
cet-15451	90	20	values	value	NOUN
cet-15451	90	21	close	close	ADJ
cet-15451	90	22	to	to	ADP
cet-15451	90	23	actual	actual	ADJ
cet-15451	90	24	values	value	NOUN
cet-15451	90	25	.	.	PUNCT
cet-15451	91	1	the	the	DET
cet-15451	91	2	statistical	statistical	ADJ
cet-15451	91	3	significance	significance	NOUN
cet-15451	91	4	and	and	CCONJ
cet-15451	91	5	error	error	NOUN
cet-15451	91	6	distribution	distribution	NOUN
cet-15451	91	7	of	of	ADP
cet-15451	91	8	elimination	elimination	NOUN
cet-15451	91	9	efficiencies	efficiency	NOUN
cet-15451	91	10	predicted	predict	VERB
cet-15451	91	11	by	by	ADP
cet-15451	91	12	rsm	rsm	PROPN
cet-15451	91	13	and	and	CCONJ
cet-15451	91	14	ann	ann	PROPN
cet-15451	91	15	were	be	AUX
cet-15451	91	16	further	far	ADV
cet-15451	91	17	assessed	assess	VERB
cet-15451	91	18	to	to	PART
cet-15451	91	19	compare	compare	VERB
cet-15451	91	20	the	the	DET
cet-15451	91	21	sufficiency	sufficiency	NOUN
cet-15451	91	22	of	of	ADP
cet-15451	91	23	both	both	DET
cet-15451	91	24	models	model	NOUN
cet-15451	91	25	.	.	PUNCT
cet-15451	92	1	in	in	ADP
cet-15451	92	2	table	table	NOUN
cet-15451	92	3	4	4	NUM
cet-15451	92	4	,	,	PUNCT
cet-15451	92	5	the	the	DET
cet-15451	92	6	non	non	ADJ
cet-15451	92	7	-	-	ADJ
cet-15451	92	8	linear	linear	ADJ
cet-15451	92	9	statistical	statistical	ADJ
cet-15451	92	10	metrics	metric	NOUN
cet-15451	92	11	were	be	AUX
cet-15451	92	12	applied	apply	VERB
cet-15451	92	13	to	to	PART
cet-15451	92	14	determine	determine	VERB
cet-15451	92	15	the	the	DET
cet-15451	92	16	size	size	NOUN
cet-15451	92	17	and	and	CCONJ
cet-15451	92	18	measure	measure	NOUN
cet-15451	92	19	error	error	NOUN
cet-15451	92	20	distribution	distribution	NOUN
cet-15451	92	21	for	for	ADP
cet-15451	92	22	the	the	DET
cet-15451	92	23	rsm	rsm	PROPN
cet-15451	92	24	and	and	CCONJ
cet-15451	92	25	ann	ann	PROPN
cet-15451	92	26	techniques	technique	NOUN
cet-15451	92	27	.	.	PUNCT
cet-15451	93	1	a	a	DET
cet-15451	93	2	reduced	reduce	VERB
cet-15451	93	3	error	error	NOUN
cet-15451	93	4	function	function	NOUN
cet-15451	93	5	value	value	NOUN
cet-15451	93	6	was	be	AUX
cet-15451	93	7	obtained	obtain	VERB
cet-15451	93	8	for	for	ADP
cet-15451	93	9	ann	ann	PROPN
cet-15451	93	10	when	when	SCONJ
cet-15451	93	11	compared	compare	VERB
cet-15451	93	12	to	to	ADP
cet-15451	93	13	rsm	rsm	PROPN
cet-15451	93	14	.	.	PUNCT
cet-15451	94	1	the	the	DET
cet-15451	94	2	statistical	statistical	ADJ
cet-15451	94	3	metrics	metric	NOUN
cet-15451	94	4	and	and	CCONJ
cet-15451	94	5	prediction	prediction	NOUN
cet-15451	94	6	methods	method	NOUN
cet-15451	94	7	of	of	ADP
cet-15451	94	8	the	the	DET
cet-15451	94	9	ann	ann	PROPN
cet-15451	94	10	model	model	NOUN
cet-15451	94	11	exceed	exceed	VERB
cet-15451	94	12	those	those	PRON
cet-15451	94	13	of	of	ADP
cet-15451	94	14	the	the	DET
cet-15451	94	15	rsm	rsm	PROPN
cet-15451	94	16	model	model	NOUN
cet-15451	94	17	,	,	PUNCT
cet-15451	94	18	which	which	PRON
cet-15451	94	19	confirms	confirm	VERB
cet-15451	94	20	the	the	DET
cet-15451	94	21	accuracy	accuracy	NOUN
cet-15451	94	22	of	of	ADP
cet-15451	94	23	the	the	DET
cet-15451	94	24	model	model	NOUN
cet-15451	94	25	.	.	PUNCT
cet-15451	95	1	table	table	NOUN
cet-15451	95	2	3	3	NUM
cet-15451	95	3	:	:	PUNCT
cet-15451	95	4	comparison	comparison	NOUN
cet-15451	95	5	of	of	ADP
cet-15451	95	6	the	the	DET
cet-15451	95	7	ann	ann	PROPN
cet-15451	95	8	and	and	CCONJ
cet-15451	95	9	rsm	rsm	PROPN
cet-15451	95	10	-	-	ADJ
cet-15451	95	11	predicted	predict	VERB
cet-15451	95	12	and	and	CCONJ
cet-15451	95	13	experimental	experimental	ADJ
cet-15451	95	14	values	value	NOUN
cet-15451	95	15	for	for	ADP
cet-15451	95	16	the	the	DET
cet-15451	95	17	mb	mb	PROPN
cet-15451	95	18	removal	removal	NOUN
cet-15451	95	19	efficiency	efficiency	NOUN
cet-15451	95	20	(	(	PUNCT
cet-15451	95	21	input	input	NOUN
cet-15451	95	22	variables	variable	NOUN
cet-15451	95	23	are	be	AUX
cet-15451	95	24	ph=7.00	ph=7.00	ADJ
cet-15451	95	25	,	,	PUNCT
cet-15451	95	26	adsorbent	adsorbent	NOUN
cet-15451	95	27	dose	dose	NOUN
cet-15451	95	28	=	=	PROPN
cet-15451	95	29	6	6	NUM
cet-15451	95	30	g	g	NOUN
cet-15451	95	31	,	,	PUNCT
cet-15451	95	32	contact	contact	NOUN
cet-15451	95	33	time=55.00	time=55.00	NUM
cet-15451	95	34	min	min	PROPN
cet-15451	95	35	,	,	PUNCT
cet-15451	95	36	and	and	CCONJ
cet-15451	95	37	initial	initial	ADJ
cet-15451	95	38	concentration=	concentration=	NUM
cet-15451	95	39	125.00	125.00	NUM
cet-15451	95	40	mg	mg	NUM
cet-15451	95	41	/	/	SYM
cet-15451	95	42	l	l	NOUN
cet-15451	95	43	)	)	PUNCT
cet-15451	95	44	.	.	PUNCT
cet-15451	96	1	a	a	DET
cet-15451	96	2	%	%	NOUN
cet-15451	96	3	removal	removal	NOUN
cet-15451	96	4	actual	actual	ADJ
cet-15451	96	5	%	%	NOUN
cet-15451	96	6	removal	removal	NOUN
cet-15451	96	7	(	(	PUNCT
cet-15451	96	8	ann	ann	PROPN
cet-15451	96	9	)	)	PUNCT
cet-15451	96	10	predicted	predict	VERB
cet-15451	96	11	%	%	NOUN
cet-15451	96	12	removal	removal	NOUN
cet-15451	96	13	(	(	PUNCT
cet-15451	96	14	rsm	rsm	PROPN
cet-15451	96	15	)	)	PUNCT
cet-15451	96	16	predicted	predict	VERB
cet-15451	96	17	pb2	pb2	PROPN
cet-15451	96	18	+	+	NOUN
cet-15451	96	19	98.44	98.44	NUM
cet-15451	96	20	98.47	98.47	NUM
cet-15451	96	21	98.52	98.52	NUM
cet-15451	96	22	table	table	NOUN
cet-15451	96	23	4	4	NUM
cet-15451	96	24	:	:	PUNCT
cet-15451	96	25	non	non	ADJ
cet-15451	96	26	-	-	ADJ
cet-15451	96	27	linear	linear	ADJ
cet-15451	96	28	error	error	NOUN
cet-15451	96	29	function	function	NOUN
cet-15451	96	30	fit	fit	ADJ
cet-15451	96	31	for	for	ADP
cet-15451	96	32	ann	ann	PROPN
cet-15451	96	33	and	and	CCONJ
cet-15451	96	34	rsm	rsm	PROPN
cet-15451	96	35	.	.	PROPN
cet-15451	97	1	error	error	NOUN
cet-15451	97	2	function	function	NOUN
cet-15451	97	3	ann	ann	PROPN
cet-15451	97	4	rsm	rsm	PROPN
cet-15451	97	5	marquart	marquart	PROPN
cet-15451	97	6	’s	’s	PART
cet-15451	97	7	percent	percent	NOUN
cet-15451	97	8	standard	standard	ADJ
cet-15451	97	9	deviation	deviation	NOUN
cet-15451	97	10	(	(	PUNCT
cet-15451	97	11	mpsd	mpsd	NOUN
cet-15451	97	12	)	)	PUNCT
cet-15451	97	13	0.0001	0.0001	NUM
cet-15451	97	14	0.0532	0.0532	NUM
cet-15451	97	15	chi	chi	ADJ
cet-15451	97	16	-	-	PUNCT
cet-15451	97	17	square	square	ADJ
cet-15451	97	18	test	test	NOUN
cet-15451	97	19	(	(	PUNCT
cet-15451	97	20	𝜒2	𝜒2	PROPN
cet-15451	97	21	)	)	PUNCT
cet-15451	97	22	0.0017	0.0017	NUM
cet-15451	97	23	0.0411	0.0411	NUM
cet-15451	97	24	root	root	NOUN
cet-15451	97	25	mean	mean	NOUN
cet-15451	97	26	square	square	ADJ
cet-15451	97	27	error	error	NOUN
cet-15451	97	28	(	(	PUNCT
cet-15451	97	29	rmse	rmse	NOUN
cet-15451	97	30	)	)	PUNCT
cet-15451	97	31	0.0004	0.0004	NUM
cet-15451	97	32	0.0732	0.0732	NUM
cet-15451	97	33	mean	mean	NOUN
cet-15451	97	34	squared	square	VERB
cet-15451	97	35	error	error	NOUN
cet-15451	97	36	(	(	PUNCT
cet-15451	97	37	mse	mse	NOUN
cet-15451	97	38	)	)	PUNCT
cet-15451	97	39	0.0007	0.0007	NUM
cet-15451	97	40	0.0011	0.0011	NUM
cet-15451	97	41	the	the	DET
cet-15451	97	42	sum	sum	NOUN
cet-15451	97	43	of	of	ADP
cet-15451	97	44	the	the	DET
cet-15451	97	45	squares	square	NOUN
cet-15451	97	46	of	of	ADP
cet-15451	97	47	errors	error	NOUN
cet-15451	97	48	(	(	PUNCT
cet-15451	97	49	sse	sse	NOUN
cet-15451	97	50	)	)	PUNCT
cet-15451	97	51	0.0009	0.0009	NUM
cet-15451	97	52	0.0031	0.0031	NUM
cet-15451	97	53	average	average	ADJ
cet-15451	97	54	relative	relative	ADJ
cet-15451	97	55	errors	error	NOUN
cet-15451	97	56	(	(	PUNCT
cet-15451	97	57	are	be	AUX
cet-15451	97	58	)	)	PUNCT
cet-15451	97	59	0.0003	0.0003	NUM
cet-15451	97	60	0.0320	0.0320	NUM
cet-15451	97	61	1205	1205	NUM
cet-15451	97	62	3.6	3.6	NUM
cet-15451	97	63	mechanism	mechanism	NOUN
cet-15451	97	64	of	of	ADP
cet-15451	97	65	adsorption	adsorption	NOUN
cet-15451	97	66	mb	mb	NOUN
cet-15451	97	67	is	be	AUX
cet-15451	97	68	a	a	DET
cet-15451	97	69	cationic	cationic	ADJ
cet-15451	97	70	dye	dye	NOUN
cet-15451	97	71	with	with	ADP
cet-15451	97	72	a	a	DET
cet-15451	97	73	positive	positive	ADJ
cet-15451	97	74	charge	charge	NOUN
cet-15451	97	75	in	in	ADP
cet-15451	97	76	aqueous	aqueous	ADJ
cet-15451	97	77	solutions	solution	NOUN
cet-15451	97	78	,	,	PUNCT
cet-15451	97	79	whereas	whereas	SCONJ
cet-15451	97	80	gccs	gccs	NOUN
cet-15451	97	81	has	have	AUX
cet-15451	97	82	negatively	negatively	ADV
cet-15451	97	83	charged	charge	VERB
cet-15451	97	84	functional	functional	ADJ
cet-15451	97	85	groups	group	NOUN
cet-15451	97	86	,	,	PUNCT
cet-15451	97	87	such	such	ADJ
cet-15451	97	88	as	as	ADP
cet-15451	97	89	deprotonated	deprotonated	ADJ
cet-15451	97	90	groups	group	NOUN
cet-15451	97	91	,	,	PUNCT
cet-15451	97	92	at	at	ADP
cet-15451	97	93	specific	specific	ADJ
cet-15451	97	94	ph	ph	ADJ
cet-15451	97	95	values	value	NOUN
cet-15451	97	96	.	.	PUNCT
cet-15451	98	1	these	these	DET
cet-15451	98	2	oppositely	oppositely	ADV
cet-15451	98	3	charged	charge	VERB
cet-15451	98	4	entities	entity	NOUN
cet-15451	98	5	form	form	VERB
cet-15451	98	6	a	a	DET
cet-15451	98	7	strong	strong	ADJ
cet-15451	98	8	electrostatic	electrostatic	ADJ
cet-15451	98	9	attraction	attraction	NOUN
cet-15451	98	10	,	,	PUNCT
cet-15451	98	11	the	the	DET
cet-15451	98	12	principal	principal	ADJ
cet-15451	98	13	mechanism	mechanism	NOUN
cet-15451	98	14	in	in	ADP
cet-15451	98	15	neutral	neutral	ADJ
cet-15451	98	16	to	to	ADP
cet-15451	98	17	slightly	slightly	ADV
cet-15451	98	18	alkaline	alkaline	ADJ
cet-15451	98	19	ph	ph	ADJ
cet-15451	98	20	conditions	condition	NOUN
cet-15451	98	21	.	.	PUNCT
cet-15451	99	1	also	also	ADV
cet-15451	99	2	,	,	PUNCT
cet-15451	99	3	mb	mb	ADP
cet-15451	99	4	has	have	VERB
cet-15451	99	5	aromatic	aromatic	ADJ
cet-15451	99	6	rings	ring	NOUN
cet-15451	99	7	,	,	PUNCT
cet-15451	99	8	allowing	allow	VERB
cet-15451	99	9	it	it	PRON
cet-15451	99	10	to	to	PART
cet-15451	99	11	interact	interact	VERB
cet-15451	99	12	with	with	ADP
cet-15451	99	13	functionalized	functionalized	ADJ
cet-15451	99	14	chitosan	chitosan	NOUN
cet-15451	99	15	through	through	ADP
cet-15451	99	16	π	π	PROPN
cet-15451	99	17	-	-	PROPN
cet-15451	99	18	π	π	ADJ
cet-15451	99	19	stacking	stacking	NOUN
cet-15451	99	20	.	.	PUNCT
cet-15451	100	1	depending	depend	VERB
cet-15451	100	2	on	on	ADP
cet-15451	100	3	how	how	SCONJ
cet-15451	100	4	the	the	DET
cet-15451	100	5	bead	bead	NOUN
cet-15451	100	6	is	be	AUX
cet-15451	100	7	modified	modify	VERB
cet-15451	100	8	,	,	PUNCT
cet-15451	100	9	these	these	DET
cet-15451	100	10	interactions	interaction	NOUN
cet-15451	100	11	offer	offer	VERB
cet-15451	100	12	more	more	ADV
cet-15451	100	13	binding	binding	ADJ
cet-15451	100	14	.	.	PUNCT
cet-15451	101	1	improvements	improvement	NOUN
cet-15451	101	2	like	like	ADP
cet-15451	101	3	grafting	grafting	NOUN
cet-15451	101	4	or	or	CCONJ
cet-15451	101	5	cross	cross	ADJ
cet-15451	101	6	-	-	ADJ
cet-15451	101	7	linking	link	VERB
cet-15451	101	8	raise	raise	VERB
cet-15451	101	9	the	the	DET
cet-15451	101	10	porosity	porosity	NOUN
cet-15451	101	11	and	and	CCONJ
cet-15451	101	12	surface	surface	NOUN
cet-15451	101	13	area	area	NOUN
cet-15451	101	14	of	of	ADP
cet-15451	101	15	the	the	DET
cet-15451	101	16	chitosan	chitosan	ADJ
cet-15451	101	17	bead	bead	NOUN
cet-15451	101	18	.	.	PUNCT
cet-15451	102	1	it	it	PRON
cet-15451	102	2	improves	improve	VERB
cet-15451	102	3	overall	overall	ADJ
cet-15451	102	4	efficiency	efficiency	NOUN
cet-15451	102	5	by	by	ADP
cet-15451	102	6	ensuring	ensure	VERB
cet-15451	102	7	more	more	ADV
cet-15451	102	8	active	active	ADJ
cet-15451	102	9	sites	site	NOUN
cet-15451	102	10	are	be	AUX
cet-15451	102	11	available	available	ADJ
cet-15451	102	12	for	for	ADP
cet-15451	102	13	dye	dye	NOUN
cet-15451	102	14	adsorption	adsorption	NOUN
cet-15451	102	15	.	.	PUNCT
cet-15451	103	1	at	at	ADP
cet-15451	103	2	low	low	ADJ
cet-15451	103	3	ph	ph	VERB
cet-15451	103	4	,	,	PUNCT
cet-15451	103	5	the	the	DET
cet-15451	103	6	protonation	protonation	NOUN
cet-15451	103	7	of	of	ADP
cet-15451	103	8	the	the	DET
cet-15451	103	9	gccs	gccs	NOUN
cet-15451	103	10	surface	surface	NOUN
cet-15451	103	11	makes	make	VERB
cet-15451	103	12	it	it	PRON
cet-15451	103	13	positively	positively	ADV
cet-15451	103	14	charged	charge	VERB
cet-15451	103	15	and	and	CCONJ
cet-15451	103	16	electrostatically	electrostatically	ADV
cet-15451	103	17	repels	repel	VERB
cet-15451	103	18	mb	mb	ADP
cet-15451	103	19	.	.	PUNCT
cet-15451	104	1	functional	functional	ADJ
cet-15451	104	2	groups	group	NOUN
cet-15451	104	3	are	be	AUX
cet-15451	104	4	deprotonated	deprotonate	VERB
cet-15451	104	5	at	at	ADP
cet-15451	104	6	neutral	neutral	ADJ
cet-15451	104	7	or	or	CCONJ
cet-15451	104	8	slightly	slightly	ADV
cet-15451	104	9	alkaline	alkaline	NOUN
cet-15451	104	10	ph	ph	VERB
cet-15451	104	11	,	,	PUNCT
cet-15451	104	12	maximizing	maximize	VERB
cet-15451	104	13	electrostatic	electrostatic	ADJ
cet-15451	104	14	attraction	attraction	NOUN
cet-15451	104	15	via	via	ADP
cet-15451	104	16	adsorption	adsorption	NOUN
cet-15451	104	17	on	on	ADP
cet-15451	104	18	the	the	DET
cet-15451	104	19	opposing	oppose	VERB
cet-15451	104	20	surface	surface	NOUN
cet-15451	104	21	charge	charge	NOUN
cet-15451	104	22	.	.	PUNCT
cet-15451	105	1	adsorption	adsorption	NOUN
cet-15451	105	2	may	may	AUX
cet-15451	105	3	be	be	AUX
cet-15451	105	4	stabilized	stabilize	VERB
cet-15451	105	5	or	or	CCONJ
cet-15451	105	6	decreased	decrease	VERB
cet-15451	105	7	at	at	ADP
cet-15451	105	8	high	high	ADJ
cet-15451	105	9	ph	ph	ADJ
cet-15451	105	10	values	value	NOUN
cet-15451	105	11	because	because	SCONJ
cet-15451	105	12	of	of	ADP
cet-15451	105	13	competition	competition	NOUN
cet-15451	105	14	with	with	ADP
cet-15451	105	15	oh	oh	NUM
cet-15451	105	16	ions	ion	NOUN
cet-15451	105	17	.	.	PUNCT
cet-15451	106	1	hydrogen	hydrogen	NOUN
cet-15451	106	2	bonding	bonding	NOUN
cet-15451	106	3	and	and	CCONJ
cet-15451	106	4	electrostatic	electrostatic	ADJ
cet-15451	106	5	interactions	interaction	NOUN
cet-15451	106	6	(	(	PUNCT
cet-15451	106	7	the	the	DET
cet-15451	106	8	principal	principal	ADJ
cet-15451	106	9	factors	factor	NOUN
cet-15451	106	10	of	of	ADP
cet-15451	106	11	mb	mb	ADP
cet-15451	106	12	adsorption	adsorption	NOUN
cet-15451	106	13	onto	onto	ADP
cet-15451	106	14	gccs	gccs	NOUN
cet-15451	106	15	)	)	PUNCT
cet-15451	106	16	are	be	AUX
cet-15451	106	17	mediated	mediate	VERB
cet-15451	106	18	by	by	ADP
cet-15451	106	19	van	van	PROPN
cet-15451	106	20	der	der	NOUN
cet-15451	106	21	waals	waal	NOUN
cet-15451	106	22	forces	force	NOUN
cet-15451	106	23	and	and	CCONJ
cet-15451	106	24	π	π	NOUN
cet-15451	106	25	-	-	PUNCT
cet-15451	106	26	π	π	NOUN
cet-15451	106	27	interactions	interaction	NOUN
cet-15451	106	28	.	.	PUNCT
cet-15451	107	1	the	the	DET
cet-15451	107	2	functional	functional	ADJ
cet-15451	107	3	alterations	alteration	NOUN
cet-15451	107	4	of	of	ADP
cet-15451	107	5	the	the	DET
cet-15451	107	6	beads	bead	NOUN
cet-15451	107	7	and	and	CCONJ
cet-15451	107	8	the	the	DET
cet-15451	107	9	expanded	expand	VERB
cet-15451	107	10	surface	surface	NOUN
cet-15451	107	11	area	area	NOUN
cet-15451	107	12	ensure	ensure	VERB
cet-15451	107	13	that	that	SCONJ
cet-15451	107	14	the	the	DET
cet-15451	107	15	proposed	propose	VERB
cet-15451	107	16	beads	bead	NOUN
cet-15451	107	17	will	will	AUX
cet-15451	107	18	have	have	VERB
cet-15451	107	19	high	high	ADJ
cet-15451	107	20	adsorption	adsorption	NOUN
cet-15451	107	21	capacity	capacity	NOUN
cet-15451	107	22	and	and	CCONJ
cet-15451	107	23	efficiency	efficiency	NOUN
cet-15451	107	24	.	.	PUNCT
cet-15451	108	1	this	this	DET
cet-15451	108	2	combination	combination	NOUN
cet-15451	108	3	enables	enable	VERB
cet-15451	108	4	beads	bead	NOUN
cet-15451	108	5	to	to	PART
cet-15451	108	6	perform	perform	VERB
cet-15451	108	7	the	the	DET
cet-15451	108	8	dual	dual	ADJ
cet-15451	108	9	functions	function	NOUN
cet-15451	108	10	of	of	ADP
cet-15451	108	11	dye	dye	NOUN
cet-15451	108	12	adsorption	adsorption	NOUN
cet-15451	108	13	and	and	CCONJ
cet-15451	108	14	efficient	efficient	ADJ
cet-15451	108	15	cleaning	cleaning	NOUN
cet-15451	108	16	solutions	solution	NOUN
cet-15451	108	17	for	for	ADP
cet-15451	108	18	eliminating	eliminate	VERB
cet-15451	108	19	mb	mb	ADP
cet-15451	108	20	from	from	ADP
cet-15451	108	21	wastewater	wastewater	NOUN
cet-15451	108	22	with	with	ADP
cet-15451	108	23	reliability	reliability	NOUN
cet-15451	108	24	and	and	CCONJ
cet-15451	108	25	environmental	environmental	ADJ
cet-15451	108	26	benefits	benefit	NOUN
cet-15451	108	27	.	.	PUNCT
cet-15451	109	1	4	4	X
cet-15451	109	2	.	.	X
cet-15451	109	3	conclusion	conclusion	NOUN
cet-15451	109	4	simulations	simulation	NOUN
cet-15451	109	5	employing	employ	VERB
cet-15451	109	6	rsm	rsm	PROPN
cet-15451	109	7	and	and	CCONJ
cet-15451	109	8	ann	ann	PROPN
cet-15451	109	9	were	be	AUX
cet-15451	109	10	used	use	VERB
cet-15451	109	11	to	to	PART
cet-15451	109	12	assess	assess	VERB
cet-15451	109	13	the	the	DET
cet-15451	109	14	efficiency	efficiency	NOUN
cet-15451	109	15	of	of	ADP
cet-15451	109	16	mb	mb	ADP
cet-15451	109	17	removal	removal	NOUN
cet-15451	109	18	from	from	ADP
cet-15451	109	19	wastewater	wastewater	NOUN
cet-15451	109	20	.	.	PUNCT
cet-15451	110	1	the	the	DET
cet-15451	110	2	combination	combination	NOUN
cet-15451	110	3	of	of	ADP
cet-15451	110	4	rsm	rsm	PROPN
cet-15451	110	5	with	with	ADP
cet-15451	110	6	ann	ann	PROPN
cet-15451	110	7	offers	offer	VERB
cet-15451	110	8	synergistic	synergistic	ADJ
cet-15451	110	9	benefits	benefit	NOUN
cet-15451	110	10	to	to	ADP
cet-15451	110	11	modeling	modeling	NOUN
cet-15451	110	12	and	and	CCONJ
cet-15451	110	13	optimization	optimization	NOUN
cet-15451	110	14	techniques	technique	NOUN
cet-15451	110	15	.	.	PUNCT
cet-15451	111	1	rsm	rsm	PROPN
cet-15451	111	2	was	be	AUX
cet-15451	111	3	conducted	conduct	VERB
cet-15451	111	4	with	with	ADP
cet-15451	111	5	ccd	ccd	NOUN
cet-15451	111	6	and	and	CCONJ
cet-15451	111	7	annihilated	annihilate	VERB
cet-15451	111	8	with	with	ADP
cet-15451	111	9	an	an	DET
cet-15451	111	10	ann	ann	PROPN
cet-15451	111	11	's	's	PART
cet-15451	111	12	lm	lm	ADJ
cet-15451	111	13	training	training	NOUN
cet-15451	111	14	network	network	NOUN
cet-15451	111	15	.	.	PUNCT
cet-15451	112	1	the	the	DET
cet-15451	112	2	accuracy	accuracy	NOUN
cet-15451	112	3	of	of	ADP
cet-15451	112	4	the	the	DET
cet-15451	112	5	removal	removal	NOUN
cet-15451	112	6	efficiency	efficiency	NOUN
cet-15451	112	7	prediction	prediction	NOUN
cet-15451	112	8	was	be	AUX
cet-15451	112	9	compared	compare	VERB
cet-15451	112	10	using	use	VERB
cet-15451	112	11	quality	quality	NOUN
cet-15451	112	12	of	of	ADP
cet-15451	112	13	fit	fit	ADJ
cet-15451	112	14	(	(	PUNCT
cet-15451	112	15	r2	r2	PROPN
cet-15451	112	16	)	)	PUNCT
cet-15451	112	17	analysis	analysis	NOUN
cet-15451	112	18	and	and	CCONJ
cet-15451	112	19	error	error	NOUN
cet-15451	112	20	functions	function	NOUN
cet-15451	112	21	.	.	PUNCT
cet-15451	113	1	the	the	DET
cet-15451	113	2	mb	mb	PROPN
cet-15451	113	3	removal	removal	NOUN
cet-15451	113	4	efficiency	efficiency	NOUN
cet-15451	113	5	was	be	AUX
cet-15451	113	6	accurately	accurately	ADV
cet-15451	113	7	predicted	predict	VERB
cet-15451	113	8	with	with	ADP
cet-15451	113	9	both	both	DET
cet-15451	113	10	models	model	NOUN
cet-15451	113	11	.	.	PUNCT
cet-15451	114	1	the	the	DET
cet-15451	114	2	experimental	experimental	ADJ
cet-15451	114	3	result	result	NOUN
cet-15451	114	4	and	and	CCONJ
cet-15451	114	5	the	the	DET
cet-15451	114	6	rsm	rsm	PROPN
cet-15451	114	7	/	/	SYM
cet-15451	114	8	ann	ann	PROPN
cet-15451	114	9	predicted	predict	VERB
cet-15451	114	10	result	result	NOUN
cet-15451	114	11	are	be	AUX
cet-15451	114	12	pretty	pretty	ADV
cet-15451	114	13	effective	effective	ADJ
cet-15451	114	14	.	.	PUNCT
cet-15451	115	1	results	result	NOUN
cet-15451	115	2	of	of	ADP
cet-15451	115	3	rsm	rsm	PROPN
cet-15451	115	4	-	-	ADJ
cet-15451	115	5	ccd	ccd	PROPN
cet-15451	115	6	and	and	CCONJ
cet-15451	115	7	ann	ann	PROPN
cet-15451	115	8	showed	show	VERB
cet-15451	115	9	that	that	SCONJ
cet-15451	115	10	modeling	modeling	NOUN
cet-15451	115	11	can	can	AUX
cet-15451	115	12	reproduce	reproduce	VERB
cet-15451	115	13	and	and	CCONJ
cet-15451	115	14	predict	predict	VERB
cet-15451	115	15	process	process	NOUN
cet-15451	115	16	behavior	behavior	NOUN
cet-15451	115	17	.	.	PUNCT
cet-15451	116	1	statistical	statistical	ADJ
cet-15451	116	2	analyses	analysis	NOUN
cet-15451	116	3	,	,	PUNCT
cet-15451	116	4	as	as	ADV
cet-15451	116	5	well	well	ADV
cet-15451	116	6	as	as	ADP
cet-15451	116	7	r2	r2	PROPN
cet-15451	116	8	values	value	NOUN
cet-15451	116	9	,	,	PUNCT
cet-15451	116	10	are	be	AUX
cet-15451	116	11	better	well	ADJ
cet-15451	116	12	with	with	ADP
cet-15451	116	13	the	the	DET
cet-15451	116	14	ann	ann	PROPN
cet-15451	116	15	model	model	NOUN
cet-15451	116	16	.	.	PUNCT
cet-15451	117	1	equations	equation	NOUN
cet-15451	117	2	for	for	ADP
cet-15451	117	3	the	the	DET
cet-15451	117	4	mb	mb	PROPN
cet-15451	117	5	model	model	NOUN
cet-15451	117	6	were	be	AUX
cet-15451	117	7	established	establish	VERB
cet-15451	117	8	using	use	VERB
cet-15451	117	9	collections	collection	NOUN
cet-15451	117	10	of	of	ADP
cet-15451	117	11	experimental	experimental	ADJ
cet-15451	117	12	data	datum	NOUN
cet-15451	117	13	.	.	PUNCT
cet-15451	118	1	the	the	DET
cet-15451	118	2	experimental	experimental	ADJ
cet-15451	118	3	findings	finding	NOUN
cet-15451	118	4	and	and	CCONJ
cet-15451	118	5	the	the	DET
cet-15451	118	6	predicted	predict	VERB
cet-15451	118	7	values	value	NOUN
cet-15451	118	8	were	be	AUX
cet-15451	118	9	in	in	ADP
cet-15451	118	10	excellent	excellent	ADJ
cet-15451	118	11	agreement	agreement	NOUN
cet-15451	118	12	.	.	PUNCT
cet-15451	119	1	references	reference	NOUN
cet-15451	119	2	foroutan	foroutan	ADJ
cet-15451	119	3	r	r	NOUN
cet-15451	119	4	,	,	PUNCT
cet-15451	119	5	peighambardoust	peighambardoust	PROPN
cet-15451	119	6	s	s	PART
cet-15451	119	7	,	,	PUNCT
cet-15451	119	8	mohammadi	mohammadi	ADJ
cet-15451	119	9	r	r	NOUN
cet-15451	119	10	,	,	PUNCT
cet-15451	119	11	omidvar	omidvar	NOUN
cet-15451	119	12	m	m	PROPN
cet-15451	119	13	,	,	PUNCT
cet-15451	119	14	sorial	sorial	ADJ
cet-15451	119	15	g	g	NOUN
cet-15451	119	16	,	,	PUNCT
cet-15451	119	17	ramavandi	ramavandi	NOUN
cet-15451	119	18	r	r	NOUN
cet-15451	119	19	,	,	PUNCT
cet-15451	119	20	2020	2020	NUM
cet-15451	119	21	.	.	PUNCT
cet-15451	120	1	influence	influence	NOUN
cet-15451	120	2	of	of	ADP
cet-15451	120	3	chitosan	chitosan	NOUN
cet-15451	120	4	and	and	CCONJ
cet-15451	120	5	magnetic	magnetic	ADJ
cet-15451	120	6	iron	iron	NOUN
cet-15451	120	7	nanoparticles	nanoparticle	NOUN
cet-15451	120	8	on	on	ADP
cet-15451	120	9	chromium	chromium	NOUN
cet-15451	120	10	adsorption	adsorption	NOUN
cet-15451	120	11	behavior	behavior	NOUN
cet-15451	120	12	of	of	ADP
cet-15451	120	13	natural	natural	ADJ
cet-15451	120	14	clay	clay	NOUN
cet-15451	120	15	:	:	PUNCT
cet-15451	120	16	adaptive	adaptive	ADJ
cet-15451	120	17	neurofuzzy	neurofuzzy	ADJ
cet-15451	120	18	inference	inference	PROPN
cet-15451	120	19	modeling	modeling	NOUN
cet-15451	120	20	.	.	PUNCT
cet-15451	121	1	int	int	PROPN
cet-15451	121	2	j	j	PROPN
cet-15451	121	3	biol	biol	PROPN
cet-15451	121	4	macromol	macromol	VERB
cet-15451	121	5	151	151	NUM
cet-15451	121	6	,	,	PUNCT
cet-15451	121	7	355–365	355–365	NUM
cet-15451	121	8	.	.	PUNCT
cet-15451	122	1	kang	kang	PROPN
cet-15451	122	2	,	,	PUNCT
cet-15451	122	3	s.	s.	PROPN
cet-15451	122	4	bin	bin	PROPN
cet-15451	122	5	,	,	PUNCT
cet-15451	122	6	wang	wang	PROPN
cet-15451	122	7	,	,	PUNCT
cet-15451	122	8	z.	z.	PROPN
cet-15451	122	9	,	,	PUNCT
cet-15451	122	10	won	win	VERB
cet-15451	122	11	,	,	PUNCT
cet-15451	122	12	s.w	s.w	PROPN
cet-15451	122	13	.	.	PROPN
cet-15451	122	14	,	,	PUNCT
cet-15451	122	15	2021	2021	NUM
cet-15451	122	16	.	.	PUNCT
cet-15451	123	1	evaluation	evaluation	NOUN
cet-15451	123	2	of	of	ADP
cet-15451	123	3	adsorption	adsorption	NOUN
cet-15451	123	4	and	and	CCONJ
cet-15451	123	5	desorption	desorption	NOUN
cet-15451	123	6	properties	property	NOUN
cet-15451	123	7	of	of	ADP
cet-15451	123	8	paapsbf	paapsbf	NOUN
cet-15451	123	9	for	for	ADP
cet-15451	123	10	cd(ii	cd(ii	PROPN
cet-15451	123	11	)	)	PUNCT
cet-15451	123	12	from	from	ADP
cet-15451	123	13	aqueous	aqueous	ADJ
cet-15451	123	14	solution	solution	NOUN
cet-15451	123	15	.	.	PUNCT
cet-15451	124	1	chem	chem	NOUN
cet-15451	124	2	eng	eng	PROPN
cet-15451	124	3	trans	trans	PROPN
cet-15451	124	4	89	89	NUM
cet-15451	124	5	,	,	PUNCT
cet-15451	124	6	259–264	259–264	NUM
cet-15451	124	7	.	.	PUNCT
cet-15451	125	1	https://doi.org/10.3303/cet2189044	https://doi.org/10.3303/cet2189044	PROPN
cet-15451	125	2	mihaly	mihaly	PROPN
cet-15451	125	3	cozmuta	cozmuta	PROPN
cet-15451	125	4	,	,	PUNCT
cet-15451	125	5	l.	l.	PROPN
cet-15451	125	6	,	,	PUNCT
cet-15451	125	7	mihaly	mihaly	PROPN
cet-15451	125	8	cozmuta	cozmuta	PROPN
cet-15451	125	9	,	,	PUNCT
cet-15451	125	10	a.	a.	PROPN
cet-15451	125	11	,	,	PUNCT
cet-15451	125	12	peter	peter	PROPN
cet-15451	125	13	,	,	PUNCT
cet-15451	125	14	a.	a.	NOUN
cet-15451	125	15	,	,	PUNCT
cet-15451	125	16	nicula	nicula	PROPN
cet-15451	125	17	,	,	PUNCT
cet-15451	125	18	c.	c.	PROPN
cet-15451	125	19	,	,	PUNCT
cet-15451	125	20	bakatula	bakatula	VERB
cet-15451	125	21	nsimba	nsimba	ADV
cet-15451	125	22	,	,	PUNCT
cet-15451	125	23	e.	e.	PROPN
cet-15451	125	24	,	,	PUNCT
cet-15451	125	25	tutu	tutu	PROPN
cet-15451	125	26	,	,	PUNCT
cet-15451	125	27	h.	h.	PROPN
cet-15451	125	28	,	,	PUNCT
cet-15451	125	29	2012	2012	NUM
cet-15451	125	30	.	.	PUNCT
cet-15451	126	1	the	the	DET
cet-15451	126	2	influence	influence	NOUN
cet-15451	126	3	of	of	ADP
cet-15451	126	4	ph	ph	NOUN
cet-15451	126	5	on	on	ADP
cet-15451	126	6	the	the	DET
cet-15451	126	7	adsorption	adsorption	NOUN
cet-15451	126	8	of	of	ADP
cet-15451	126	9	lead	lead	NOUN
cet-15451	126	10	by	by	ADP
cet-15451	126	11	na	na	NOUN
cet-15451	126	12	-	-	PUNCT
cet-15451	126	13	clinoptilolite	clinoptilolite	NOUN
cet-15451	126	14	:	:	PUNCT
cet-15451	126	15	kinetic	kinetic	ADJ
cet-15451	126	16	and	and	CCONJ
cet-15451	126	17	equilibrium	equilibrium	NOUN
cet-15451	126	18	studies	study	NOUN
cet-15451	126	19	.	.	PUNCT
cet-15451	127	1	water	water	NOUN
cet-15451	127	2	sa	sa	PROPN
cet-15451	127	3	38	38	NUM
cet-15451	127	4	,	,	PUNCT
cet-15451	127	5	269–278	269–278	NUM
cet-15451	127	6	.	.	PUNCT
cet-15451	128	1	https://doi.org/10.4314/wsa.v38i2.13	https://doi.org/10.4314/wsa.v38i2.13	PROPN
cet-15451	128	2	mokhtar	mokhtar	PROPN
cet-15451	128	3	,	,	PUNCT
cet-15451	128	4	a.	a.	PROPN
cet-15451	128	5	,	,	PUNCT
cet-15451	128	6	abdelkrim	abdelkrim	PROPN
cet-15451	128	7	,	,	PUNCT
cet-15451	128	8	s.	s.	PROPN
cet-15451	128	9	,	,	PUNCT
cet-15451	128	10	djelad	djelad	ADJ
cet-15451	128	11	,	,	PUNCT
cet-15451	128	12	a.	a.	PROPN
cet-15451	128	13	,	,	PUNCT
cet-15451	128	14	sardi	sardi	PROPN
cet-15451	128	15	,	,	PUNCT
cet-15451	128	16	a.	a.	NOUN
cet-15451	128	17	,	,	PUNCT
cet-15451	128	18	boukoussa	boukoussa	PROPN
cet-15451	128	19	,	,	PUNCT
cet-15451	128	20	b.	b.	PROPN
cet-15451	128	21	,	,	PUNCT
cet-15451	128	22	sassi	sassi	PROPN
cet-15451	128	23	,	,	PUNCT
cet-15451	128	24	m.	m.	NOUN
cet-15451	128	25	,	,	PUNCT
cet-15451	128	26	bengueddach	bengueddach	PROPN
cet-15451	128	27	,	,	PUNCT
cet-15451	128	28	a.	a.	NOUN
cet-15451	128	29	,	,	PUNCT
cet-15451	128	30	2020	2020	NUM
cet-15451	128	31	.	.	PUNCT
cet-15451	129	1	adsorption	adsorption	NOUN
cet-15451	129	2	behavior	behavior	NOUN
cet-15451	129	3	of	of	ADP
cet-15451	129	4	cationic	cationic	ADJ
cet-15451	129	5	and	and	CCONJ
cet-15451	129	6	anionic	anionic	ADJ
cet-15451	129	7	dyes	dye	NOUN
cet-15451	129	8	on	on	ADP
cet-15451	129	9	magadiite	magadiite	ADJ
cet-15451	129	10	-	-	PUNCT
cet-15451	129	11	chitosan	chitosan	ADJ
cet-15451	129	12	composite	composite	ADJ
cet-15451	129	13	beads	bead	NOUN
cet-15451	129	14	.	.	PUNCT
cet-15451	130	1	carbohydr	carbohydr	NOUN
cet-15451	130	2	polym	polym	PROPN
cet-15451	130	3	229	229	NUM
cet-15451	130	4	.	.	PUNCT
cet-15451	131	1	https://doi.org/10.1016/j.carbpol.2019.115399	https://doi.org/10.1016/j.carbpol.2019.115399	PROPN
cet-15451	131	2	sasidharan	sasidharan	PROPN
cet-15451	131	3	,	,	PUNCT
cet-15451	131	4	r.	r.	PROPN
cet-15451	131	5	,	,	PUNCT
cet-15451	131	6	kumar	kumar	PROPN
cet-15451	131	7	,	,	PUNCT
cet-15451	131	8	a.	a.	NOUN
cet-15451	131	9	,	,	PUNCT
cet-15451	131	10	2022	2022	NUM
cet-15451	131	11	.	.	PUNCT
cet-15451	132	1	response	response	NOUN
cet-15451	132	2	surface	surface	NOUN
cet-15451	132	3	methodology	methodology	NOUN
cet-15451	132	4	for	for	ADP
cet-15451	132	5	optimization	optimization	NOUN
cet-15451	132	6	of	of	ADP
cet-15451	132	7	heavy	heavy	ADJ
cet-15451	132	8	metal	metal	NOUN
cet-15451	132	9	removal	removal	NOUN
cet-15451	132	10	by	by	ADP
cet-15451	132	11	magnetic	magnetic	ADJ
cet-15451	132	12	biosorbent	biosorbent	NOUN
cet-15451	132	13	made	make	VERB
cet-15451	132	14	from	from	ADP
cet-15451	132	15	anaerobic	anaerobic	ADJ
cet-15451	132	16	sludge	sludge	NOUN
cet-15451	132	17	.	.	PUNCT
cet-15451	133	1	journal	journal	NOUN
cet-15451	133	2	of	of	ADP
cet-15451	133	3	the	the	DET
cet-15451	133	4	indian	indian	ADJ
cet-15451	133	5	chemical	chemical	PROPN
cet-15451	133	6	society	society	NOUN
cet-15451	133	7	99	99	NUM
cet-15451	133	8	.	.	PUNCT
cet-15451	134	1	https://doi.org/10.1016/j.jics.2022.100638	https://doi.org/10.1016/j.jics.2022.100638	PROPN
cet-15451	134	2	vieira	vieira	PROPN
cet-15451	134	3	,	,	PUNCT
cet-15451	134	4	m.l.g	m.l.g	INTJ
cet-15451	134	5	.	.	PUNCT
cet-15451	134	6	,	,	PUNCT
cet-15451	134	7	pinheiro	pinheiro	PROPN
cet-15451	134	8	,	,	PUNCT
cet-15451	134	9	c.p	c.p	PROPN
cet-15451	134	10	.	.	PROPN
cet-15451	134	11	,	,	PUNCT
cet-15451	134	12	silva	silva	PROPN
cet-15451	134	13	,	,	PUNCT
cet-15451	134	14	k.a	k.a	PROPN
cet-15451	134	15	.	.	PROPN
cet-15451	134	16	,	,	PUNCT
cet-15451	134	17	lutke	lutke	PROPN
cet-15451	134	18	,	,	PUNCT
cet-15451	134	19	s.f	s.f	PROPN
cet-15451	134	20	.	.	PROPN
cet-15451	134	21	,	,	PUNCT
cet-15451	134	22	cadaval	cadaval	PROPN
cet-15451	134	23	,	,	PUNCT
cet-15451	134	24	t.r.s.a	t.r.s.a	PROPN
cet-15451	134	25	.	.	PROPN
cet-15451	134	26	,	,	PUNCT
cet-15451	134	27	dotto	dotto	PROPN
cet-15451	134	28	,	,	PUNCT
cet-15451	134	29	g.	g.	PROPN
cet-15451	134	30	,	,	PUNCT
cet-15451	134	31	pinto	pinto	NOUN
cet-15451	134	32	,	,	PUNCT
cet-15451	134	33	l.a	l.a	PROPN
cet-15451	134	34	.	.	PROPN
cet-15451	134	35	de	de	PROPN
cet-15451	134	36	a.	a.	PROPN
cet-15451	134	37	,	,	PUNCT
cet-15451	134	38	2019	2019	NUM
cet-15451	134	39	.	.	PUNCT
cet-15451	135	1	chitosan	chitosan	NOUN
cet-15451	135	2	and	and	CCONJ
cet-15451	135	3	cyanoguanidine	cyanoguanidine	NOUN
cet-15451	135	4	-	-	PUNCT
cet-15451	135	5	crosslinked	crosslinke	VERB
cet-15451	135	6	chitosan	chitosan	ADJ
cet-15451	135	7	coated	coat	VERB
cet-15451	135	8	glass	glass	NOUN
cet-15451	135	9	beads	bead	NOUN
cet-15451	135	10	and	and	CCONJ
cet-15451	135	11	its	its	PRON
cet-15451	135	12	application	application	NOUN
cet-15451	135	13	in	in	ADP
cet-15451	135	14	fixed	fix	VERB
cet-15451	135	15	bed	bed	NOUN
cet-15451	135	16	adsorption	adsorption	NOUN
cet-15451	135	17	.	.	PUNCT
cet-15451	136	1	chem	chem	PROPN
cet-15451	136	2	eng	eng	PROPN
cet-15451	136	3	commun	commun	PROPN
cet-15451	136	4	206	206	NUM
cet-15451	136	5	,	,	PUNCT
cet-15451	136	6	1485–1497	1485–1497	NUM
cet-15451	136	7	.	.	PUNCT
cet-15451	137	1	https://doi.org/10.1080/00986445.2019.1581618	https://doi.org/10.1080/00986445.2019.1581618	X
cet-15451	137	2	wang	wang	PROPN
cet-15451	137	3	,	,	PUNCT
cet-15451	137	4	m.	m.	NOUN
cet-15451	137	5	,	,	PUNCT
cet-15451	137	6	yan	yan	PROPN
cet-15451	137	7	,	,	PUNCT
cet-15451	137	8	r.	r.	PROPN
cet-15451	137	9	,	,	PUNCT
cet-15451	137	10	shan	shan	PROPN
cet-15451	137	11	,	,	PUNCT
cet-15451	137	12	m.	m.	NOUN
cet-15451	137	13	,	,	PUNCT
cet-15451	137	14	liu	liu	PROPN
cet-15451	137	15	,	,	PUNCT
cet-15451	137	16	s.	s.	PROPN
cet-15451	137	17	,	,	PUNCT
cet-15451	137	18	tang	tang	PROPN
cet-15451	137	19	,	,	PUNCT
cet-15451	137	20	h.	h.	PROPN
cet-15451	137	21	,	,	PUNCT
cet-15451	137	22	2024	2024	NUM
cet-15451	137	23	.	.	PUNCT
cet-15451	138	1	fabrication	fabrication	NOUN
cet-15451	138	2	of	of	ADP
cet-15451	138	3	crown	crown	PROPN
cet-15451	138	4	ether	ether	NOUN
cet-15451	138	5	-	-	PUNCT
cet-15451	138	6	containing	contain	VERB
cet-15451	138	7	copolymer	copolymer	NOUN
cet-15451	138	8	porous	porous	ADJ
cet-15451	138	9	membrane	membrane	NOUN
cet-15451	138	10	and	and	CCONJ
cet-15451	138	11	their	their	PRON
cet-15451	138	12	enhanced	enhanced	ADJ
cet-15451	138	13	adsorption	adsorption	NOUN
cet-15451	138	14	performance	performance	NOUN
cet-15451	138	15	for	for	ADP
cet-15451	138	16	cationic	cationic	ADJ
cet-15451	138	17	dyes	dye	NOUN
cet-15451	138	18	:	:	PUNCT
cet-15451	138	19	experimental	experimental	ADJ
cet-15451	138	20	and	and	CCONJ
cet-15451	138	21	dft	dft	PROPN
cet-15451	138	22	investigations	investigation	NOUN
cet-15451	138	23	.	.	PUNCT
cet-15451	139	1	chemosphere	chemosphere	PROPN
cet-15451	139	2	352	352	NUM
cet-15451	139	3	.	.	PUNCT
cet-15451	140	1	https://doi.org/10.1016/j.chemosphere.2024.141363	https://doi.org/10.1016/j.chemosphere.2024.141363	ADJ
cet-15451	140	2	1206	1206	NUM
cet-15451	140	3	cet-vol117-b.pdf	cet-vol117-b.pdf	SYM
cet-15451	140	4	425igberase_pagato.pdf	425igberase_pagato.pdf	NUM
cet-15451	140	5	application	application	NOUN
cet-15451	140	6	of	of	ADP
cet-15451	140	7	response	response	NOUN
cet-15451	140	8	surface	surface	NOUN
cet-15451	140	9	methodology	methodology	NOUN
cet-15451	140	10	and	and	CCONJ
cet-15451	140	11	artificial	artificial	ADJ
cet-15451	140	12	neural	neural	ADJ
cet-15451	140	13	network	network	NOUN
cet-15451	140	14	in	in	ADP
cet-15451	140	15	the	the	DET
cet-15451	140	16	adsorption	adsorption	NOUN
cet-15451	140	17	of	of	ADP
cet-15451	140	18	methylene	methylene	NOUN
cet-15451	140	19	blue	blue	NOUN
cet-15451	140	20	using	use	VERB
cet-15451	140	21	enhanced	enhanced	ADJ
cet-15451	140	22	chitosan	chitosan	NOUN
cet-15451	140	23	beads	bead	NOUN