id	sid	tid	token	lemma	pos
alkej-159	1	1	صفاء	صفاء	ADV
alkej-159	1	2	الدين	الدين	VERB
alkej-159	1	3	وصالح	وصالح	PROPN
alkej-159	1	4	وحيدر	وحيدر	PROPN
alkej-159	1	5	al	al	PROPN
alkej-159	1	6	-	-	PUNCT
alkej-159	1	7	khwarizmi	khwarizmi	PROPN
alkej-159	1	8	engineering	engineering	PROPN
alkej-159	1	9	journal	journal	PROPN
alkej-159	1	10	al	al	PROPN
alkej-159	1	11	-	-	PUNCT
alkej-159	1	12	khwarizmi	khwarizmi	PROPN
alkej-159	1	13	engineering	engineering	NOUN
alkej-159	1	14	journal	journal	PROPN
alkej-159	1	15	,	,	PUNCT
alkej-159	1	16	vol	vol	NOUN
alkej-159	1	17	.	.	PROPN
alkej-159	1	18	9	9	NUM
alkej-159	1	19	,	,	PUNCT
alkej-159	1	20	no	no	INTJ
alkej-159	1	21	.	.	NOUN
alkej-159	1	22	1	1	NUM
alkej-159	1	23	,	,	PUNCT
alkej-159	1	24	p.p	p.p	PROPN
alkej-159	1	25	.	.	NOUN
alkej-159	1	26	60	60	NUM
alkej-159	1	27	-	-	SYM
alkej-159	1	28	70	70	NUM
alkej-159	1	29	(	(	PUNCT
alkej-159	1	30	2013	2013	NUM
alkej-159	1	31	)	)	PUNCT
alkej-159	1	32	simulation	simulation	NOUN
alkej-159	1	33	study	study	NOUN
alkej-159	1	34	of	of	ADP
alkej-159	1	35	mass	mass	ADJ
alkej-159	1	36	transfer	transfer	NOUN
alkej-159	1	37	coefficient	coefficient	NOUN
alkej-159	1	38	in	in	ADP
alkej-159	1	39	slurry	slurry	NOUN
alkej-159	1	40	bubble	bubble	NOUN
alkej-159	1	41	column	column	NOUN
alkej-159	1	42	reactor	reactor	NOUN
alkej-159	1	43	using	use	VERB
alkej-159	1	44	neural	neural	ADJ
alkej-159	1	45	network	network	NOUN
alkej-159	1	46	safa	safa	PROPN
alkej-159	1	47	a.	a.	PROPN
alkej-159	1	48	al	al	PROPN
alkej-159	1	49	-	-	PUNCT
alkej-159	1	50	naimi	naimi	PROPN
alkej-159	1	51	*	*	PROPN
alkej-159	1	52	salih	salih	PROPN
alkej-159	1	53	a.j	a.j	PROPN
alkej-159	1	54	.	.	PROPN
alkej-159	1	55	salih	salih	PROPN
alkej-159	1	56	*	*	PROPN
alkej-159	1	57	*	*	PROPN
alkej-159	1	58	hayder	hayder	PROPN
alkej-159	1	59	a.	a.	PROPN
alkej-159	1	60	mohsin	mohsin	PROPN
alkej-159	1	61	*	*	PROPN
alkej-159	1	62	*	*	PUNCT
alkej-159	1	63	*	*	PUNCT
alkej-159	1	64	*	*	PUNCT
alkej-159	1	65	,	,	PUNCT
alkej-159	1	66	*	*	PUNCT
alkej-159	1	67	*	*	PUNCT
alkej-159	1	68	*	*	PUNCT
alkej-159	1	69	department	department	PROPN
alkej-159	1	70	of	of	ADP
alkej-159	1	71	chemical	chemical	PROPN
alkej-159	1	72	engineering/	engineering/	NUM
alkej-159	1	73	university	university	NOUN
alkej-159	1	74	of	of	ADP
alkej-159	1	75	technology	technology	NOUN
alkej-159	1	76	*	*	PUNCT
alkej-159	1	77	*	*	PUNCT
alkej-159	1	78	department	department	PROPN
alkej-159	1	79	of	of	ADP
alkej-159	1	80	chemical	chemical	PROPN
alkej-159	1	81	engineering/	engineering/	NUM
alkej-159	1	82	university	university	NOUN
alkej-159	1	83	of	of	ADP
alkej-159	1	84	qadisiya	qadisiya	NOUN
alkej-159	1	85	*	*	PUNCT
alkej-159	2	1	*	*	PUNCT
alkej-159	2	2	*	*	PUNCT
alkej-159	2	3	email:hachemical@yahoo.com	email:hachemical@yahoo.com	X
alkej-159	2	4	(	(	PUNCT
alkej-159	2	5	received	receive	VERB
alkej-159	2	6	1	1	NUM
alkej-159	2	7	february	february	NOUN
alkej-159	2	8	2012	2012	NUM
alkej-159	2	9	;	;	PUNCT
alkej-159	2	10	accepted	accept	VERB
alkej-159	2	11	7	7	NUM
alkej-159	2	12	october	october	NOUN
alkej-159	2	13	2012	2012	NUM
alkej-159	2	14	)	)	PUNCT
alkej-159	3	1	abstract	abstract	ADP
alkej-159	3	2	the	the	DET
alkej-159	3	3	objective	objective	NOUN
alkej-159	3	4	of	of	ADP
alkej-159	3	5	this	this	DET
alkej-159	3	6	study	study	NOUN
alkej-159	3	7	was	be	AUX
alkej-159	3	8	to	to	PART
alkej-159	3	9	develop	develop	VERB
alkej-159	3	10	neural	neural	ADJ
alkej-159	3	11	network	network	NOUN
alkej-159	3	12	algorithm	algorithm	NOUN
alkej-159	3	13	,	,	PUNCT
alkej-159	3	14	(	(	PUNCT
alkej-159	3	15	multilayer	multilayer	PROPN
alkej-159	3	16	perceptron	perceptron	PROPN
alkej-159	3	17	)	)	PUNCT
alkej-159	3	18	,	,	PUNCT
alkej-159	3	19	based	base	VERB
alkej-159	3	20	correlations	correlation	NOUN
alkej-159	3	21	for	for	ADP
alkej-159	3	22	the	the	DET
alkej-159	3	23	prediction	prediction	NOUN
alkej-159	3	24	overall	overall	ADJ
alkej-159	3	25	volumetric	volumetric	ADJ
alkej-159	3	26	mass	mass	ADJ
alkej-159	3	27	-	-	PUNCT
alkej-159	3	28	transfer	transfer	NOUN
alkej-159	3	29	coefficient	coefficient	NOUN
alkej-159	3	30	(	(	PUNCT
alkej-159	3	31	kla	kla	NOUN
alkej-159	3	32	)	)	PUNCT
alkej-159	3	33	,	,	PUNCT
alkej-159	3	34	in	in	ADP
alkej-159	3	35	slurry	slurry	NOUN
alkej-159	3	36	bubble	bubble	NOUN
alkej-159	3	37	column	column	NOUN
alkej-159	3	38	for	for	ADP
alkej-159	3	39	gas	gas	NOUN
alkej-159	3	40	-	-	PUNCT
alkej-159	3	41	liquid	liquid	NOUN
alkej-159	3	42	-	-	PUNCT
alkej-159	3	43	solid	solid	ADJ
alkej-159	3	44	systems	system	NOUN
alkej-159	3	45	.	.	PUNCT
alkej-159	4	1	the	the	DET
alkej-159	4	2	multilayer	multilayer	PROPN
alkej-159	4	3	perceptron	perceptron	PROPN
alkej-159	4	4	is	be	AUX
alkej-159	4	5	a	a	DET
alkej-159	4	6	novel	novel	ADJ
alkej-159	4	7	technique	technique	NOUN
alkej-159	4	8	based	base	VERB
alkej-159	4	9	on	on	ADP
alkej-159	4	10	the	the	DET
alkej-159	4	11	feature	feature	NOUN
alkej-159	4	12	generation	generation	NOUN
alkej-159	4	13	approach	approach	NOUN
alkej-159	4	14	using	use	VERB
alkej-159	4	15	back	back	ADP
alkej-159	4	16	propagation	propagation	NOUN
alkej-159	4	17	neural	neural	ADJ
alkej-159	4	18	network	network	NOUN
alkej-159	4	19	.	.	PUNCT
alkej-159	5	1	measurements	measurement	NOUN
alkej-159	5	2	of	of	ADP
alkej-159	5	3	overall	overall	ADJ
alkej-159	5	4	volumetric	volumetric	NOUN
alkej-159	5	5	mass	mass	NOUN
alkej-159	5	6	transfer	transfer	NOUN
alkej-159	5	7	coefficient	coefficient	NOUN
alkej-159	5	8	were	be	AUX
alkej-159	5	9	made	make	VERB
alkej-159	5	10	with	with	ADP
alkej-159	5	11	the	the	DET
alkej-159	5	12	air	air	NOUN
alkej-159	5	13	water	water	NOUN
alkej-159	5	14	,	,	PUNCT
alkej-159	5	15	air	air	NOUN
alkej-159	5	16	glycerin	glycerin	NOUN
alkej-159	5	17	and	and	CCONJ
alkej-159	5	18	air	air	NOUN
alkej-159	5	19	alcohol	alcohol	NOUN
alkej-159	5	20	systems	system	NOUN
alkej-159	5	21	as	as	ADP
alkej-159	5	22	the	the	DET
alkej-159	5	23	liquid	liquid	ADJ
alkej-159	5	24	phase	phase	NOUN
alkej-159	5	25	in	in	ADP
alkej-159	5	26	bubble	bubble	NOUN
alkej-159	5	27	column	column	NOUN
alkej-159	5	28	of	of	ADP
alkej-159	5	29	0.15	0.15	NUM
alkej-159	5	30	m	m	NOUN
alkej-159	5	31	diameter	diameter	NOUN
alkej-159	5	32	.	.	PUNCT
alkej-159	6	1	for	for	ADP
alkej-159	6	2	operation	operation	NOUN
alkej-159	6	3	with	with	ADP
alkej-159	6	4	gas	gas	NOUN
alkej-159	6	5	velocity	velocity	NOUN
alkej-159	6	6	in	in	ADP
alkej-159	6	7	the	the	DET
alkej-159	6	8	range	range	NOUN
alkej-159	6	9	0	0	NUM
alkej-159	6	10	-	-	SYM
alkej-159	6	11	20	20	NUM
alkej-159	6	12	cm	cm	NOUN
alkej-159	6	13	/	/	SYM
alkej-159	6	14	sec	sec	PROPN
alkej-159	6	15	,	,	PUNCT
alkej-159	6	16	the	the	DET
alkej-159	6	17	overall	overall	ADJ
alkej-159	6	18	volumetric	volumetric	NOUN
alkej-159	6	19	mass	mass	NOUN
alkej-159	6	20	transfer	transfer	NOUN
alkej-159	6	21	coefficient	coefficient	NOUN
alkej-159	6	22	was	be	AUX
alkej-159	6	23	found	find	VERB
alkej-159	6	24	to	to	PART
alkej-159	6	25	decrease	decrease	VERB
alkej-159	6	26	with	with	ADP
alkej-159	6	27	increasing	increase	VERB
alkej-159	6	28	solid	solid	ADJ
alkej-159	6	29	concentration	concentration	NOUN
alkej-159	6	30	.	.	PUNCT
alkej-159	7	1	from	from	ADP
alkej-159	7	2	the	the	DET
alkej-159	7	3	experimental	experimental	ADJ
alkej-159	7	4	work	work	NOUN
alkej-159	7	5	1575	1575	NUM
alkej-159	7	6	data	datum	NOUN
alkej-159	7	7	points	point	NOUN
alkej-159	7	8	for	for	ADP
alkej-159	7	9	three	three	NUM
alkej-159	7	10	systems	system	NOUN
alkej-159	7	11	,	,	PUNCT
alkej-159	7	12	were	be	AUX
alkej-159	7	13	collected	collect	VERB
alkej-159	7	14	and	and	CCONJ
alkej-159	7	15	used	use	VERB
alkej-159	7	16	to	to	PART
alkej-159	7	17	predicate	predicate	VERB
alkej-159	7	18	kla	kla	NOUN
alkej-159	7	19	.	.	PUNCT
alkej-159	8	1	using	use	VERB
alkej-159	8	2	spss	spss	PROPN
alkej-159	8	3	17	17	NUM
alkej-159	8	4	software	software	NOUN
alkej-159	8	5	,	,	PUNCT
alkej-159	8	6	predicting	predict	VERB
alkej-159	8	7	of	of	ADP
alkej-159	8	8	overall	overall	ADJ
alkej-159	8	9	volumetric	volumetric	ADJ
alkej-159	8	10	mass	mass	ADJ
alkej-159	8	11	-	-	PUNCT
alkej-159	8	12	transfer	transfer	NOUN
alkej-159	8	13	coefficient	coefficient	NOUN
alkej-159	8	14	(	(	PUNCT
alkej-159	8	15	kla	kla	NOUN
alkej-159	8	16	)	)	PUNCT
alkej-159	8	17	was	be	AUX
alkej-159	8	18	carried	carry	VERB
alkej-159	8	19	out	out	ADP
alkej-159	8	20	and	and	CCONJ
alkej-159	8	21	an	an	DET
alkej-159	8	22	output	output	NOUN
alkej-159	8	23	of	of	ADP
alkej-159	8	24	0.05264	0.05264	NUM
alkej-159	8	25	sum	sum	NOUN
alkej-159	8	26	of	of	ADP
alkej-159	8	27	square	square	ADJ
alkej-159	8	28	error	error	NOUN
alkej-159	8	29	was	be	AUX
alkej-159	8	30	obtained	obtain	VERB
alkej-159	8	31	for	for	ADP
alkej-159	8	32	trained	train	VERB
alkej-159	8	33	data	datum	NOUN
alkej-159	8	34	and	and	CCONJ
alkej-159	8	35	0.01064	0.01064	NUM
alkej-159	8	36	for	for	ADP
alkej-159	8	37	test	test	NOUN
alkej-159	8	38	data	datum	NOUN
alkej-159	8	39	.	.	PUNCT
alkej-159	9	1	keyword	keyword	NOUN
alkej-159	9	2	:	:	PUNCT
alkej-159	9	3	slurry	slurry	NOUN
alkej-159	9	4	bubble	bubble	NOUN
alkej-159	9	5	column	column	NOUN
alkej-159	9	6	reactor	reactor	NOUN
alkej-159	9	7	,	,	PUNCT
alkej-159	9	8	mass	mass	NOUN
alkej-159	9	9	transfer	transfer	NOUN
alkej-159	9	10	coefficient	coefficient	NOUN
alkej-159	9	11	,	,	PUNCT
alkej-159	9	12	neural	neural	ADJ
alkej-159	9	13	network	network	NOUN
alkej-159	9	14	1	1	NUM
alkej-159	9	15	.	.	PUNCT
alkej-159	10	1	introduction	introduction	NOUN
alkej-159	10	2	slurry	slurry	NOUN
alkej-159	10	3	bubble	bubble	NOUN
alkej-159	10	4	columns	column	NOUN
alkej-159	10	5	(	(	PUNCT
alkej-159	10	6	sbc	sbc	NOUN
alkej-159	10	7	)	)	PUNCT
alkej-159	10	8	are	be	AUX
alkej-159	10	9	widely	widely	ADV
alkej-159	10	10	used	use	VERB
alkej-159	10	11	in	in	ADP
alkej-159	10	12	the	the	DET
alkej-159	10	13	chemical	chemical	NOUN
alkej-159	10	14	and	and	CCONJ
alkej-159	10	15	petrochemical	petrochemical	NOUN
alkej-159	10	16	industries	industry	NOUN
alkej-159	10	17	to	to	PART
alkej-159	10	18	carry	carry	VERB
alkej-159	10	19	out	out	ADP
alkej-159	10	20	catalytic	catalytic	ADJ
alkej-159	10	21	hydrogenation	hydrogenation	NOUN
alkej-159	10	22	or	or	CCONJ
alkej-159	10	23	oxidation	oxidation	NOUN
alkej-159	10	24	reactions	reaction	NOUN
alkej-159	10	25	.	.	PUNCT
alkej-159	11	1	sbcs	sbc	NOUN
alkej-159	11	2	are	be	AUX
alkej-159	11	3	the	the	DET
alkej-159	11	4	preferred	preferred	ADJ
alkej-159	11	5	type	type	NOUN
alkej-159	11	6	of	of	ADP
alkej-159	11	7	reactors	reactor	NOUN
alkej-159	11	8	especially	especially	ADV
alkej-159	11	9	for	for	ADP
alkej-159	11	10	highly	highly	ADV
alkej-159	11	11	exothermic	exothermic	ADJ
alkej-159	11	12	processes	process	NOUN
alkej-159	11	13	,	,	PUNCT
alkej-159	11	14	when	when	SCONJ
alkej-159	11	15	efficient	efficient	ADJ
alkej-159	11	16	interphase	interphase	NOUN
alkej-159	11	17	contacting	contact	VERB
alkej-159	11	18	is	be	AUX
alkej-159	11	19	needed	need	VERB
alkej-159	11	20	and	and	CCONJ
alkej-159	11	21	when	when	SCONJ
alkej-159	11	22	significant	significant	ADJ
alkej-159	11	23	phase	phase	NOUN
alkej-159	11	24	back	back	ADV
alkej-159	11	25	mixing	mixing	NOUN
alkej-159	11	26	is	be	AUX
alkej-159	11	27	not	not	PART
alkej-159	11	28	detrimental	detrimental	ADJ
alkej-159	11	29	to	to	ADP
alkej-159	11	30	the	the	DET
alkej-159	11	31	operation	operation	NOUN
alkej-159	11	32	.	.	PUNCT
alkej-159	12	1	these	these	DET
alkej-159	12	2	three	three	NUM
alkej-159	12	3	-	-	PUNCT
alkej-159	12	4	phase	phase	NOUN
alkej-159	12	5	reactors	reactor	NOUN
alkej-159	12	6	are	be	AUX
alkej-159	12	7	characterized	characterize	VERB
alkej-159	12	8	with	with	ADP
alkej-159	12	9	simplicity	simplicity	NOUN
alkej-159	12	10	in	in	ADP
alkej-159	12	11	construction	construction	NOUN
alkej-159	12	12	,	,	PUNCT
alkej-159	12	13	low	low	ADJ
alkej-159	12	14	operating	operating	NOUN
alkej-159	12	15	cost	cost	NOUN
alkej-159	12	16	,	,	PUNCT
alkej-159	12	17	excellent	excellent	ADJ
alkej-159	12	18	heat	heat	NOUN
alkej-159	12	19	and	and	CCONJ
alkej-159	12	20	mass	mass	NOUN
alkej-159	12	21	transfer	transfer	NOUN
alkej-159	12	22	and	and	CCONJ
alkej-159	12	23	variable	variable	ADJ
alkej-159	12	24	residence	residence	NOUN
alkej-159	12	25	time	time	NOUN
alkej-159	12	26	.	.	PUNCT
alkej-159	13	1	sbcs	sbc	NOUN
alkej-159	13	2	offer	offer	VERB
alkej-159	13	3	several	several	ADJ
alkej-159	13	4	advantages	advantage	NOUN
alkej-159	13	5	,	,	PUNCT
alkej-159	13	6	such	such	ADJ
alkej-159	13	7	as	as	ADP
alkej-159	13	8	nearly	nearly	ADV
alkej-159	13	9	isothermal	isothermal	ADJ
alkej-159	13	10	operation	operation	NOUN
alkej-159	13	11	,	,	PUNCT
alkej-159	13	12	good	good	ADJ
alkej-159	13	13	interphase	interphase	NOUN
alkej-159	13	14	contacting	contact	VERB
alkej-159	13	15	,	,	PUNCT
alkej-159	13	16	large	large	ADJ
alkej-159	13	17	catalyst	catalyst	NOUN
alkej-159	13	18	area	area	NOUN
alkej-159	13	19	,	,	PUNCT
alkej-159	13	20	good	good	ADJ
alkej-159	13	21	productivity	productivity	NOUN
alkej-159	13	22	,	,	PUNCT
alkej-159	13	23	operational	operational	ADJ
alkej-159	13	24	flexibility	flexibility	NOUN
alkej-159	13	25	,	,	PUNCT
alkej-159	13	26	low	low	ADJ
alkej-159	13	27	pressure	pressure	NOUN
alkej-159	13	28	drop	drop	NOUN
alkej-159	13	29	,	,	PUNCT
alkej-159	13	30	possibility	possibility	NOUN
alkej-159	13	31	of	of	ADP
alkej-159	13	32	online	online	ADJ
alkej-159	13	33	catalyst	catalyst	NOUN
alkej-159	13	34	addition	addition	NOUN
alkej-159	13	35	,	,	PUNCT
alkej-159	13	36	and	and	CCONJ
alkej-159	13	37	low	low	ADJ
alkej-159	13	38	pore	pore	ADJ
alkej-159	13	39	diffusion	diffusion	NOUN
alkej-159	13	40	resistance	resistance	NOUN
alkej-159	13	41	.	.	PUNCT
alkej-159	14	1	the	the	DET
alkej-159	14	2	sbc	sbc	PROPN
alkej-159	14	3	is	be	AUX
alkej-159	14	4	currently	currently	ADV
alkej-159	14	5	the	the	DET
alkej-159	14	6	best	well	ADV
alkej-159	14	7	suited	suited	ADJ
alkej-159	14	8	reactor	reactor	NOUN
alkej-159	14	9	for	for	ADP
alkej-159	14	10	fischer	fischer	NOUN
alkej-159	14	11	-	-	PUNCT
alkej-159	14	12	tropsch	tropsch	VERB
alkej-159	14	13	synthesis	synthesis	NOUN
alkej-159	14	14	and	and	CCONJ
alkej-159	14	15	conversion	conversion	NOUN
alkej-159	14	16	of	of	ADP
alkej-159	14	17	natural	natural	ADJ
alkej-159	14	18	gas	gas	NOUN
alkej-159	14	19	to	to	ADP
alkej-159	14	20	fuels	fuel	NOUN
alkej-159	14	21	and	and	CCONJ
alkej-159	14	22	chemicals	chemical	NOUN
alkej-159	14	23	.	.	PUNCT
alkej-159	15	1	this	this	DET
alkej-159	15	2	type	type	NOUN
alkej-159	15	3	is	be	AUX
alkej-159	15	4	also	also	ADV
alkej-159	15	5	considered	consider	VERB
alkej-159	15	6	for	for	ADP
alkej-159	15	7	both	both	CCONJ
alkej-159	15	8	direct	direct	ADJ
alkej-159	15	9	and	and	CCONJ
alkej-159	15	10	indirect	indirect	ADJ
alkej-159	15	11	coal	coal	NOUN
alkej-159	15	12	liquefaction	liquefaction	NOUN
alkej-159	15	13	,	,	PUNCT
alkej-159	15	14	waste	waste	NOUN
alkej-159	15	15	water	water	NOUN
alkej-159	15	16	treatment	treatment	NOUN
alkej-159	15	17	as	as	ADV
alkej-159	15	18	well	well	ADV
alkej-159	15	19	as	as	ADP
alkej-159	15	20	biotechnological	biotechnological	ADJ
alkej-159	15	21	applications	application	NOUN
alkej-159	15	22	.	.	PUNCT
alkej-159	16	1	in	in	ADP
alkej-159	16	2	sbcs	sbc	NOUN
alkej-159	16	3	,	,	PUNCT
alkej-159	16	4	there	there	PRON
alkej-159	16	5	is	be	VERB
alkej-159	16	6	an	an	DET
alkej-159	16	7	intense	intense	ADJ
alkej-159	16	8	and	and	CCONJ
alkej-159	16	9	intimate	intimate	ADJ
alkej-159	16	10	contact	contact	NOUN
alkej-159	16	11	between	between	ADP
alkej-159	16	12	a	a	DET
alkej-159	16	13	gas	gas	NOUN
alkej-159	16	14	-	-	PUNCT
alkej-159	16	15	phase	phase	NOUN
alkej-159	16	16	component	component	NOUN
alkej-159	16	17	,	,	PUNCT
alkej-159	16	18	a	a	DET
alkej-159	16	19	liquid	liquid	NOUN
alkej-159	16	20	-	-	PUNCT
alkej-159	16	21	phase	phase	NOUN
alkej-159	16	22	component	component	NOUN
alkej-159	16	23	and	and	CCONJ
alkej-159	16	24	a	a	DET
alkej-159	16	25	finely	finely	ADV
alkej-159	16	26	dispersed	disperse	VERB
alkej-159	16	27	solid	solid	ADJ
alkej-159	16	28	[	[	X
alkej-159	16	29	1	1	NUM
alkej-159	16	30	,	,	PUNCT
alkej-159	16	31	2	2	NUM
alkej-159	16	32	]	]	PUNCT
alkej-159	16	33	.	.	PUNCT
alkej-159	17	1	the	the	DET
alkej-159	17	2	design	design	NOUN
alkej-159	17	3	and	and	CCONJ
alkej-159	17	4	efficient	efficient	ADJ
alkej-159	17	5	exploitation	exploitation	NOUN
alkej-159	17	6	of	of	ADP
alkej-159	17	7	multiphase	multiphase	NOUN
alkej-159	17	8	reactors	reactor	NOUN
alkej-159	17	9	require	require	VERB
alkej-159	17	10	knowledge	knowledge	NOUN
alkej-159	17	11	of	of	ADP
alkej-159	17	12	their	their	PRON
alkej-159	17	13	hydrodynamics	hydrodynamic	NOUN
alkej-159	17	14	and	and	CCONJ
alkej-159	17	15	massand	massand	VERB
alkej-159	17	16	heat	heat	NOUN
alkej-159	17	17	-	-	PUNCT
alkej-159	17	18	transfer	transfer	NOUN
alkej-159	17	19	characteristics	characteristic	NOUN
alkej-159	17	20	,	,	PUNCT
alkej-159	17	21	e.g.	e.g.	ADV
alkej-159	17	22	,	,	PUNCT
alkej-159	17	23	pressure	pressure	NOUN
alkej-159	17	24	drop	drop	NOUN
alkej-159	17	25	,	,	PUNCT
alkej-159	17	26	phase	phase	NOUN
alkej-159	17	27	holdups	holdup	NOUN
alkej-159	17	28	,	,	PUNCT
alkej-159	17	29	massand	massand	NOUN
alkej-159	17	30	heat	heat	NOUN
alkej-159	17	31	-	-	PUNCT
alkej-159	17	32	transfer	transfer	NOUN
alkej-159	17	33	coefficients	coefficient	NOUN
alkej-159	17	34	,	,	PUNCT
alkej-159	17	35	etc	etc	X
alkej-159	17	36	.	.	X
alkej-159	17	37	rigorous	rigorous	ADJ
alkej-159	17	38	treatment	treatment	NOUN
alkej-159	17	39	from	from	ADP
alkej-159	17	40	first	first	ADJ
alkej-159	17	41	principles	principle	NOUN
alkej-159	17	42	of	of	ADP
alkej-159	17	43	multiphase	multiphase	NOUN
alkej-159	17	44	flow	flow	NOUN
alkej-159	17	45	problems	problem	NOUN
alkej-159	17	46	remains	remain	VERB
alkej-159	17	47	a	a	DET
alkej-159	17	48	difficult	difficult	ADJ
alkej-159	17	49	task	task	NOUN
alkej-159	17	50	and	and	CCONJ
alkej-159	17	51	has	have	AUX
alkej-159	17	52	not	not	PART
alkej-159	17	53	yet	yet	ADV
alkej-159	17	54	attained	attain	VERB
alkej-159	17	55	sufficient	sufficient	ADJ
alkej-159	17	56	maturity	maturity	NOUN
alkej-159	17	57	to	to	PART
alkej-159	17	58	take	take	VERB
alkej-159	17	59	over	over	ADP
alkej-159	17	60	the	the	DET
alkej-159	17	61	correlation	correlation	NOUN
alkej-159	17	62	-	-	PUNCT
alkej-159	17	63	based	base	VERB
alkej-159	17	64	approaches	approach	NOUN
alkej-159	17	65	.	.	PUNCT
alkej-159	18	1	artificial	artificial	ADJ
alkej-159	18	2	neural	neural	ADJ
alkej-159	18	3	networks	network	NOUN
alkej-159	18	4	(	(	PUNCT
alkej-159	18	5	anns	anns	PROPN
alkej-159	18	6	)	)	PUNCT
alkej-159	18	7	,	,	PUNCT
alkej-159	18	8	as	as	ADP
alkej-159	18	9	correlation	correlation	NOUN
alkej-159	18	10	tools	tool	NOUN
alkej-159	18	11	,	,	PUNCT
alkej-159	18	12	hav	hav	AUX
alkej-159	18	13	gained	gain	VERB
alkej-159	18	14	wide	wide	ADJ
alkej-159	18	15	acceptance	acceptance	NOUN
alkej-159	18	16	in	in	ADP
alkej-159	18	17	the	the	DET
alkej-159	18	18	field	field	NOUN
alkej-159	18	19	because	because	SCONJ
alkej-159	18	20	of	of	ADP
alkej-159	18	21	their	their	PRON
alkej-159	18	22	inherent	inherent	ADJ
alkej-159	18	23	ability	ability	NOUN
alkej-159	18	24	to	to	PART
alkej-159	18	25	map	map	VERB
alkej-159	18	26	nonlinear	nonlinear	ADJ
alkej-159	18	27	relationships	relationship	NOUN
alkej-159	18	28	that	that	PRON
alkej-159	18	29	tie	tie	VERB
alkej-159	18	30	up	up	ADP
alkej-159	18	31	independent	independent	ADJ
alkej-159	18	32	variables	variable	NOUN
alkej-159	18	33	(	(	PUNCT
alkej-159	18	34	either	either	CCONJ
alkej-159	18	35	as	as	ADP
alkej-159	18	36	dimensional	dimensional	ADJ
alkej-159	18	37	inputs	input	NOUN
alkej-159	18	38	,	,	PUNCT
alkej-159	18	39	e.g.	e.g.	ADV
alkej-159	18	40	,	,	PUNCT
alkej-159	18	41	pressure	pressure	NOUN
alkej-159	18	42	,	,	PUNCT
alkej-159	18	43	diameter	diameter	NOUN
alkej-159	18	44	,	,	PUNCT
alkej-159	18	45	etc	etc	X
alkej-159	18	46	.	.	X
alkej-159	18	47	,	,	PUNCT
alkej-159	18	48	or	or	CCONJ
alkej-159	18	49	as	as	ADP
alkej-159	18	50	dimensionless	dimensionless	NOUN
alkej-159	18	51	inputs	input	NOUN
alkej-159	18	52	,	,	PUNCT
alkej-159	18	53	e.g.	e.g.	ADV
alkej-159	18	54	,	,	PUNCT
alkej-159	18	55	reynolds	reynold	NOUN
alkej-159	18	56	,	,	PUNCT
alkej-159	18	57	weber	weber	PROPN
alkej-159	18	58	,	,	PUNCT
alkej-159	18	59	and	and	CCONJ
alkej-159	18	60	froude	froude	NOUN
alkej-159	18	61	numbers	number	NOUN
alkej-159	18	62	,	,	PUNCT
alkej-159	18	63	etc	etc	X
alkej-159	18	64	.	.	X
alkej-159	18	65	)	)	PUNCT
alkej-159	18	66	to	to	ADP
alkej-159	18	67	the	the	DET
alkej-159	18	68	reactor	reactor	NOUN
alkej-159	18	69	characteristics	characteristic	NOUN
alkej-159	18	70	to	to	PART
alkej-159	18	71	be	be	AUX
alkej-159	18	72	predicted	predict	VERB
alkej-159	18	73	,	,	PUNCT
alkej-159	18	74	i.e.	i.e.	X
alkej-159	18	75	,	,	PUNCT
alkej-159	18	76	dimensional	dimensional	ADJ
alkej-159	18	77	or	or	CCONJ
alkej-159	18	78	mailto:email:hachemical@yahoo.com	mailto:email:hachemical@yahoo.com	NOUN
alkej-159	18	79	safa	safa	PROPN
alkej-159	18	80	a.	a.	PROPN
alkej-159	18	81	al	al	PROPN
alkej-159	18	82	-	-	PROPN
alkej-159	18	83	naimi	naimi	PROPN
alkej-159	18	84	al	al	PROPN
alkej-159	18	85	-	-	PUNCT
alkej-159	18	86	khwarizmi	khwarizmi	PROPN
alkej-159	18	87	engineering	engineering	NOUN
alkej-159	18	88	journal	journal	PROPN
alkej-159	18	89	,	,	PUNCT
alkej-159	18	90	vol	vol	NOUN
alkej-159	18	91	.	.	NOUN
alkej-159	18	92	9	9	NUM
alkej-159	18	93	,	,	PUNCT
alkej-159	18	94	no.1	no.1	NUM
alkej-159	18	95	,	,	PUNCT
alkej-159	18	96	p.p	p.p	PROPN
alkej-159	18	97	.	.	PROPN
alkej-159	18	98	60	60	NUM
alkej-159	18	99	-	-	SYM
alkej-159	18	100	70	70	NUM
alkej-159	18	101	(	(	PUNCT
alkej-159	18	102	2013	2013	NUM
alkej-159	18	103	)	)	PUNCT
alkej-159	18	104	61	61	NUM
alkej-159	18	105	dimensionless	dimensionless	NOUN
alkej-159	18	106	output	output	NOUN
alkej-159	18	107	[	[	X
alkej-159	18	108	3	3	NUM
alkej-159	18	109	]	]	PUNCT
alkej-159	18	110	.	.	PUNCT
alkej-159	19	1	(	(	PUNCT
alkej-159	19	2	ann	ann	PROPN
alkej-159	19	3	)	)	PUNCT
alkej-159	19	4	is	be	AUX
alkej-159	19	5	the	the	DET
alkej-159	19	6	most	most	ADV
alkej-159	19	7	commonly	commonly	ADV
alkej-159	19	8	and	and	CCONJ
alkej-159	19	9	widely	widely	ADV
alkej-159	19	10	used	use	VERB
alkej-159	19	11	data	data	NOUN
alkej-159	19	12	-	-	PUNCT
alkej-159	19	13	driven	drive	VERB
alkej-159	19	14	modeling	modeling	NOUN
alkej-159	19	15	technique	technique	NOUN
alkej-159	19	16	.	.	PUNCT
alkej-159	20	1	for	for	ADP
alkej-159	20	2	modeling	modeling	NOUN
alkej-159	20	3	of	of	ADP
alkej-159	20	4	the	the	DET
alkej-159	20	5	parameters	parameter	NOUN
alkej-159	20	6	for	for	ADP
alkej-159	20	7	bubble	bubble	NOUN
alkej-159	20	8	column	column	NOUN
alkej-159	20	9	reactors	reactor	NOUN
alkej-159	20	10	,	,	PUNCT
alkej-159	20	11	ann	ann	PROPN
alkej-159	20	12	has	have	AUX
alkej-159	20	13	been	be	AUX
alkej-159	20	14	used	use	VERB
alkej-159	20	15	by	by	ADP
alkej-159	20	16	shaikh	shaikh	NOUN
alkej-159	20	17	and	and	CCONJ
alkej-159	20	18	aldahhan	aldahhan	PROPN
alkej-159	20	19	(	(	PUNCT
alkej-159	20	20	2003	2003	NUM
alkej-159	20	21	)	)	PUNCT
alkej-159	21	1	[	[	X
alkej-159	21	2	4	4	X
alkej-159	21	3	]	]	PUNCT
alkej-159	21	4	for	for	ADP
alkej-159	21	5	correlating	correlate	VERB
alkej-159	21	6	the	the	DET
alkej-159	21	7	overall	overall	ADJ
alkej-159	21	8	gas	gas	NOUN
alkej-159	21	9	hold	hold	NOUN
alkej-159	21	10	-	-	PUNCT
alkej-159	21	11	up	up	NOUN
alkej-159	21	12	in	in	ADP
alkej-159	21	13	bubble	bubble	NOUN
alkej-159	21	14	column	column	NOUN
alkej-159	21	15	reactors	reactor	NOUN
alkej-159	21	16	.	.	PUNCT
alkej-159	22	1	recently	recently	ADV
alkej-159	22	2	,	,	PUNCT
alkej-159	22	3	support	support	VERB
alkej-159	22	4	vector	vector	NOUN
alkej-159	22	5	regression	regression	NOUN
alkej-159	22	6	(	(	PUNCT
alkej-159	22	7	svr	svr	PROPN
alkej-159	22	8	)	)	PUNCT
alkej-159	22	9	rigorously	rigorously	ADV
alkej-159	22	10	based	base	VERB
alkej-159	22	11	on	on	ADP
alkej-159	22	12	statistical	statistical	ADJ
alkej-159	22	13	learning	learning	NOUN
alkej-159	22	14	theory	theory	NOUN
alkej-159	22	15	data	datum	NOUN
alkej-159	22	16	has	have	AUX
alkej-159	22	17	gaoined	gaoine	VERB
alkej-159	22	18	popularity	popularity	NOUN
alkej-159	22	19	for	for	ADP
alkej-159	22	20	driven	drive	VERB
alkej-159	22	21	modeling	modeling	NOUN
alkej-159	22	22	.	.	PUNCT
alkej-159	23	1	the	the	DET
alkej-159	23	2	focus	focus	NOUN
alkej-159	23	3	of	of	ADP
alkej-159	23	4	this	this	DET
alkej-159	23	5	study	study	NOUN
alkej-159	23	6	is	be	AUX
alkej-159	23	7	to	to	PART
alkej-159	23	8	develop	develop	VERB
alkej-159	23	9	neural	neural	ADJ
alkej-159	23	10	network	network	NOUN
alkej-159	23	11	algorithm	algorithm	NOUN
alkej-159	23	12	(	(	PUNCT
alkej-159	23	13	multilayer	multilayer	PROPN
alkej-159	23	14	perceptron	perceptron	PROPN
alkej-159	23	15	)	)	PUNCT
alkej-159	23	16	,	,	PUNCT
alkej-159	23	17	based	base	VERB
alkej-159	23	18	correlation	correlation	NOUN
alkej-159	23	19	for	for	ADP
alkej-159	23	20	the	the	DET
alkej-159	23	21	prediction	prediction	NOUN
alkej-159	23	22	over	over	ADP
alkej-159	23	23	all	all	DET
alkej-159	23	24	mass	mass	NOUN
alkej-159	23	25	transfer	transfer	NOUN
alkej-159	23	26	coefficient	coefficient	NOUN
alkej-159	23	27	in	in	ADP
alkej-159	23	28	slurry	slurry	NOUN
alkej-159	23	29	bubble	bubble	NOUN
alkej-159	23	30	column	column	NOUN
alkej-159	23	31	.	.	PUNCT
alkej-159	24	1	the	the	DET
alkej-159	24	2	input	input	NOUN
alkej-159	24	3	layer	layer	NOUN
alkej-159	24	4	has	have	VERB
alkej-159	24	5	nine	nine	NUM
alkej-159	24	6	nodes	node	NOUN
alkej-159	24	7	,	,	PUNCT
alkej-159	24	8	including	include	VERB
alkej-159	24	9	gas	gas	NOUN
alkej-159	24	10	holdup	holdup	NOUN
alkej-159	24	11	,	,	PUNCT
alkej-159	24	12	gas	gas	NOUN
alkej-159	24	13	velocity	velocity	NOUN
alkej-159	24	14	,	,	PUNCT
alkej-159	24	15	solution	solution	NOUN
alkej-159	24	16	concentration	concentration	NOUN
alkej-159	24	17	,	,	PUNCT
alkej-159	24	18	solid	solid	ADJ
alkej-159	24	19	concentration	concentration	NOUN
alkej-159	24	20	,	,	PUNCT
alkej-159	24	21	solution	solution	NOUN
alkej-159	24	22	density	density	NOUN
alkej-159	24	23	,	,	PUNCT
alkej-159	24	24	solution	solution	NOUN
alkej-159	24	25	viscosity	viscosity	NOUN
alkej-159	24	26	,	,	PUNCT
alkej-159	24	27	solution	solution	NOUN
alkej-159	24	28	surface	surface	NOUN
alkej-159	24	29	tension	tension	NOUN
alkej-159	24	30	,	,	PUNCT
alkej-159	24	31	geometry	geometry	NOUN
alkej-159	24	32	ratio	ratio	NOUN
alkej-159	24	33	and	and	CCONJ
alkej-159	24	34	diffusivity	diffusivity	NOUN
alkej-159	24	35	.	.	PUNCT
alkej-159	25	1	the	the	DET
alkej-159	25	2	output	output	NOUN
alkej-159	25	3	layer	layer	NOUN
alkej-159	25	4	has	have	VERB
alkej-159	25	5	one	one	NUM
alkej-159	25	6	node	node	NOUN
alkej-159	25	7	,	,	PUNCT
alkej-159	25	8	which	which	PRON
alkej-159	25	9	is	be	AUX
alkej-159	25	10	the	the	DET
alkej-159	25	11	mass	mass	ADJ
alkej-159	25	12	transfer	transfer	NOUN
alkej-159	25	13	coefficient	coefficient	NOUN
alkej-159	25	14	.	.	PUNCT
alkej-159	26	1	2	2	X
alkej-159	26	2	.	.	X
alkej-159	26	3	model	model	NOUN
alkej-159	26	4	of	of	ADP
alkej-159	26	5	ann	ann	PROPN
alkej-159	26	6	an	an	DET
alkej-159	26	7	ann	ann	PROPN
alkej-159	26	8	can	can	AUX
alkej-159	26	9	be	be	AUX
alkej-159	26	10	considered	consider	VERB
alkej-159	26	11	as	as	ADP
alkej-159	26	12	a	a	DET
alkej-159	26	13	black	black	ADJ
alkej-159	26	14	box	box	NOUN
alkej-159	26	15	consisting	consist	VERB
alkej-159	26	16	of	of	ADP
alkej-159	26	17	a	a	DET
alkej-159	26	18	series	series	NOUN
alkej-159	26	19	of	of	ADP
alkej-159	26	20	complicated	complicated	ADJ
alkej-159	26	21	equations	equation	NOUN
alkej-159	26	22	for	for	ADP
alkej-159	26	23	the	the	DET
alkej-159	26	24	calculation	calculation	NOUN
alkej-159	26	25	of	of	ADP
alkej-159	26	26	outputs	output	NOUN
alkej-159	26	27	based	base	VERB
alkej-159	26	28	on	on	ADP
alkej-159	26	29	a	a	DET
alkej-159	26	30	given	give	VERB
alkej-159	26	31	series	series	NOUN
alkej-159	26	32	of	of	ADP
alkej-159	26	33	input	input	NOUN
alkej-159	26	34	values	value	NOUN
alkej-159	26	35	.	.	PUNCT
alkej-159	27	1	anns	anns	PROPN
alkej-159	27	2	consist	consist	VERB
alkej-159	27	3	of	of	ADP
alkej-159	27	4	collections	collection	NOUN
alkej-159	27	5	of	of	ADP
alkej-159	27	6	connected	connected	ADJ
alkej-159	27	7	processing	processing	NOUN
alkej-159	27	8	elements	element	NOUN
alkej-159	27	9	or	or	CCONJ
alkej-159	27	10	neurons	neuron	NOUN
alkej-159	27	11	.	.	PUNCT
alkej-159	28	1	the	the	DET
alkej-159	28	2	function	function	NOUN
alkej-159	28	3	of	of	ADP
alkej-159	28	4	a	a	DET
alkej-159	28	5	neuron	neuron	NOUN
alkej-159	28	6	can	can	AUX
alkej-159	28	7	be	be	AUX
alkej-159	28	8	mathematically	mathematically	ADV
alkej-159	28	9	expressed	express	VERB
alkej-159	28	10	as	as	ADP
alkej-159	28	11	:	:	PUNCT
alkej-159	28	12	a	a	DET
alkej-159	28	13	=	=	SYM
alkej-159	28	14	f	f	X
alkej-159	28	15	(	(	PUNCT
alkej-159	28	16	wp	wp	PROPN
alkej-159	28	17	+	+	CCONJ
alkej-159	28	18	b	b	X
alkej-159	28	19	)	)	PUNCT
alkej-159	28	20	where	where	SCONJ
alkej-159	28	21	p	p	NOUN
alkej-159	28	22	is	be	AUX
alkej-159	28	23	the	the	DET
alkej-159	28	24	neuron	neuron	PROPN
alkej-159	28	25	input	input	NOUN
alkej-159	28	26	,	,	PUNCT
alkej-159	28	27	which	which	PRON
alkej-159	28	28	is	be	AUX
alkej-159	28	29	multiplied	multiply	VERB
alkej-159	28	30	by	by	ADP
alkej-159	28	31	weight	weight	NOUN
alkej-159	28	32	w	w	PROPN
alkej-159	28	33	,	,	PUNCT
alkej-159	28	34	and	and	CCONJ
alkej-159	28	35	then	then	ADV
alkej-159	28	36	is	be	AUX
alkej-159	28	37	summed	sum	VERB
alkej-159	28	38	by	by	ADP
alkej-159	28	39	a	a	DET
alkej-159	28	40	bias	bias	NOUN
alkej-159	28	41	b	b	NOUN
alkej-159	28	42	,	,	PUNCT
alkej-159	28	43	a	a	DET
alkej-159	28	44	the	the	DET
alkej-159	28	45	neuron	neuron	NOUN
alkej-159	28	46	output	output	NOUN
alkej-159	28	47	and	and	CCONJ
alkej-159	28	48	f	f	PROPN
alkej-159	28	49	is	be	AUX
alkej-159	28	50	called	call	VERB
alkej-159	28	51	the	the	DET
alkej-159	28	52	activation	activation	NOUN
alkej-159	28	53	or	or	CCONJ
alkej-159	28	54	the	the	DET
alkej-159	28	55	transfer	transfer	NOUN
alkej-159	28	56	function	function	NOUN
alkej-159	28	57	.	.	PUNCT
alkej-159	29	1	neural	neural	ADJ
alkej-159	29	2	networks	network	NOUN
alkej-159	29	3	are	be	AUX
alkej-159	29	4	computer	computer	NOUN
alkej-159	29	5	algorithms	algorithm	NOUN
alkej-159	29	6	inspired	inspire	VERB
alkej-159	29	7	by	by	ADP
alkej-159	29	8	the	the	DET
alkej-159	29	9	way	way	NOUN
alkej-159	29	10	information	information	NOUN
alkej-159	29	11	is	be	AUX
alkej-159	29	12	processed	process	VERB
alkej-159	29	13	in	in	ADP
alkej-159	29	14	the	the	DET
alkej-159	29	15	nervous	nervous	ADJ
alkej-159	29	16	system	system	NOUN
alkej-159	29	17	.	.	PUNCT
alkej-159	30	1	an	an	DET
alkej-159	30	2	ann	ann	PROPN
alkej-159	30	3	is	be	AUX
alkej-159	30	4	a	a	DET
alkej-159	30	5	massively	massively	ADV
alkej-159	30	6	parallel	parallel	ADJ
alkej-159	30	7	distributed	distribute	VERB
alkej-159	30	8	processor	processor	NOUN
alkej-159	30	9	that	that	PRON
alkej-159	30	10	has	have	VERB
alkej-159	30	11	a	a	DET
alkej-159	30	12	natural	natural	ADJ
alkej-159	30	13	propensity	propensity	NOUN
alkej-159	30	14	for	for	ADP
alkej-159	30	15	storing	store	VERB
alkej-159	30	16	experimental	experimental	ADJ
alkej-159	30	17	knowledge	knowledge	NOUN
alkej-159	30	18	and	and	CCONJ
alkej-159	30	19	making	make	VERB
alkej-159	30	20	it	it	PRON
alkej-159	30	21	available	available	ADJ
alkej-159	30	22	[	[	X
alkej-159	30	23	5	5	NUM
alkej-159	30	24	]	]	PUNCT
alkej-159	30	25	.	.	PUNCT
alkej-159	31	1	it	it	PRON
alkej-159	31	2	was	be	AUX
alkej-159	31	3	n	n	PRON
alkej-159	31	4	reported	report	VERB
alkej-159	31	5	that	that	SCONJ
alkej-159	31	6	multilayer	multilayer	PROPN
alkej-159	31	7	ann	ann	PROPN
alkej-159	31	8	models	model	NOUN
alkej-159	31	9	with	with	ADP
alkej-159	31	10	only	only	ADV
alkej-159	31	11	one	one	NUM
alkej-159	31	12	hidden	hide	VERB
alkej-159	31	13	layer	layer	NOUN
alkej-159	31	14	are	be	AUX
alkej-159	31	15	universal	universal	ADJ
alkej-159	31	16	approximators	approximator	NOUN
alkej-159	31	17	.	.	PUNCT
alkej-159	32	1	multilayer	multilayer	PROPN
alkej-159	32	2	perceptron	perceptron	PROPN
alkej-159	32	3	,	,	PUNCT
alkej-159	32	4	back	back	ADJ
alkej-159	32	5	propagation	propagation	NOUN
alkej-159	32	6	network	network	NOUN
alkej-159	32	7	used	use	VERB
alkej-159	32	8	in	in	ADP
alkej-159	32	9	this	this	DET
alkej-159	32	10	paper	paper	NOUN
alkej-159	32	11	is	be	AUX
alkej-159	32	12	shown	show	VERB
alkej-159	32	13	in	in	ADP
alkej-159	32	14	fig	fig	NOUN
alkej-159	32	15	.	.	PUNCT
alkej-159	33	1	1	1	X
alkej-159	33	2	.	.	X
alkej-159	33	3	wj	wj	PROPN
alkej-159	33	4	,	,	PUNCT
alkej-159	33	5	i	i	PRON
alkej-159	33	6	represents	represent	VERB
alkej-159	33	7	the	the	DET
alkej-159	33	8	weights	weight	NOUN
alkej-159	33	9	between	between	ADP
alkej-159	33	10	the	the	DET
alkej-159	33	11	input	input	NOUN
alkej-159	33	12	layer	layer	NOUN
alkej-159	33	13	vectors	vector	NOUN
alkej-159	33	14	and	and	CCONJ
alkej-159	33	15	hidden	hidden	ADJ
alkej-159	33	16	layer	layer	NOUN
alkej-159	33	17	vectors	vector	NOUN
alkej-159	33	18	,	,	PUNCT
alkej-159	33	19	and	and	CCONJ
alkej-159	33	20	vk	vk	VERB
alkej-159	33	21	,	,	PUNCT
alkej-159	33	22	j	j	PROPN
alkej-159	33	23	represent	represent	VERB
alkej-159	33	24	the	the	DET
alkej-159	33	25	weights	weight	NOUN
alkej-159	33	26	between	between	ADP
alkej-159	33	27	the	the	DET
alkej-159	33	28	hidden	hide	VERB
alkej-159	33	29	layer	layer	NOUN
alkej-159	33	30	vectors	vector	NOUN
alkej-159	33	31	and	and	CCONJ
alkej-159	33	32	output	output	NOUN
alkej-159	33	33	layer	layer	NOUN
alkej-159	33	34	vectors	vector	NOUN
alkej-159	33	35	.	.	PUNCT
alkej-159	34	1	the	the	DET
alkej-159	34	2	calculated	calculate	VERB
alkej-159	34	3	prediction	prediction	NOUN
alkej-159	34	4	error	error	NOUN
alkej-159	34	5	based	base	VERB
alkej-159	34	6	on	on	ADP
alkej-159	34	7	the	the	DET
alkej-159	34	8	following	follow	VERB
alkej-159	34	9	criteria	criterion	NOUN
alkej-159	34	10	:	:	PUNCT
alkej-159	34	11	•	•	NUM
alkej-159	34	12	sum	sum	NOUN
alkej-159	34	13	of	of	ADP
alkej-159	34	14	square	square	ADJ
alkej-159	34	15	error	error	NOUN
alkej-159	34	16	(	(	PUNCT
alkej-159	34	17	sse	sse	NOUN
alkej-159	34	18	):	):	PUNCT
alkej-159	34	19	this	this	DET
alkej-159	34	20	method	method	NOUN
alkej-159	34	21	based	base	VERB
alkej-159	34	22	on	on	ADP
alkej-159	34	23	the	the	DET
alkej-159	34	24	following	follow	VERB
alkej-159	34	25	equation	equation	NOUN
alkej-159	34	26	:	:	PUNCT
alkej-159	34	27	sse=	sse=	PROPN
alkej-159	34	28	(	(	PUNCT
alkej-159	34	29	experimental	experimental	ADJ
alkej-159	34	30	value	value	NOUN
alkej-159	34	31	predicted	predict	VERB
alkej-159	34	32	value)2	value)2	ADV
alkej-159	34	33	n	n	CCONJ
alkej-159	34	34	1	1	NUM
alkej-159	34	35	•	•	NOUN
alkej-159	34	36	relative	relative	ADJ
alkej-159	34	37	error	error	NOUN
alkej-159	34	38	(	(	PUNCT
alkej-159	34	39	re	re	NOUN
alkej-159	34	40	)	)	PUNCT
alkej-159	34	41	=	=	SYM
alkej-159	34	42	–	–	PUNCT
alkej-159	34	43	3	3	X
alkej-159	34	44	.	.	X
alkej-159	34	45	experimental	experimental	ADJ
alkej-159	34	46	work	work	NOUN
alkej-159	34	47	experiments	experiment	NOUN
alkej-159	34	48	were	be	AUX
alkej-159	34	49	carried	carry	VERB
alkej-159	34	50	out	out	ADP
alkej-159	34	51	in	in	ADP
alkej-159	34	52	a	a	DET
alkej-159	34	53	column	column	NOUN
alkej-159	34	54	of	of	ADP
alkej-159	34	55	0.15	0.15	NUM
alkej-159	34	56	m	m	NOUN
alkej-159	34	57	in	in	ADP
alkej-159	34	58	diameter	diameter	NOUN
alkej-159	34	59	and	and	CCONJ
alkej-159	34	60	of	of	ADP
alkej-159	34	61	1.6	1.6	NUM
alkej-159	34	62	m	m	NOUN
alkej-159	34	63	in	in	ADP
alkej-159	34	64	height	height	NOUN
alkej-159	34	65	.	.	PUNCT
alkej-159	35	1	perforated	perforate	VERB
alkej-159	35	2	plate	plate	NOUN
alkej-159	35	3	sparger	sparger	NOUN
alkej-159	35	4	was	be	AUX
alkej-159	35	5	used	use	VERB
alkej-159	35	6	in	in	ADP
alkej-159	35	7	the	the	DET
alkej-159	35	8	column	column	NOUN
alkej-159	35	9	.	.	PUNCT
alkej-159	36	1	tap	tap	NOUN
alkej-159	36	2	water	water	NOUN
alkej-159	36	3	,	,	PUNCT
alkej-159	36	4	glycerin	glycerin	NOUN
alkej-159	36	5	with	with	ADP
alkej-159	36	6	33	33	NUM
alkej-159	36	7	wt	wt	NOUN
alkej-159	36	8	%	%	NOUN
alkej-159	36	9	,	,	PUNCT
alkej-159	36	10	50	50	NUM
alkej-159	36	11	wt	wt	NOUN
alkej-159	36	12	%	%	NOUN
alkej-159	36	13	and	and	CCONJ
alkej-159	36	14	66	66	NUM
alkej-159	36	15	wt	wt	NUM
alkej-159	36	16	%	%	NOUN
alkej-159	36	17	,	,	PUNCT
alkej-159	36	18	and	and	CCONJ
alkej-159	36	19	alcohol	alcohol	NOUN
alkej-159	36	20	solution	solution	NOUN
alkej-159	36	21	with	with	ADP
alkej-159	36	22	0.3	0.3	NUM
alkej-159	36	23	wt	wt	NUM
alkej-159	36	24	%	%	NOUN
alkej-159	36	25	,	,	PUNCT
alkej-159	36	26	0.6	0.6	NUM
alkej-159	36	27	wt	wt	NOUN
alkej-159	36	28	%	%	NOUN
alkej-159	36	29	and	and	CCONJ
alkej-159	36	30	1.5	1.5	NUM
alkej-159	36	31	wt	wt	NOUN
alkej-159	36	32	%	%	NOUN
alkej-159	36	33	were	be	AUX
alkej-159	36	34	used	use	VERB
alkej-159	36	35	as	as	ADP
alkej-159	36	36	the	the	DET
alkej-159	36	37	liquid	liquid	ADJ
alkej-159	36	38	phase	phase	NOUN
alkej-159	36	39	.	.	PUNCT
alkej-159	37	1	the	the	DET
alkej-159	37	2	physicochemical	physicochemical	ADJ
alkej-159	37	3	properties	property	NOUN
alkej-159	37	4	(	(	PUNCT
alkej-159	37	5	table	table	NOUN
alkej-159	37	6	1	1	NUM
alkej-159	37	7	)	)	PUNCT
alkej-159	37	8	were	be	AUX
alkej-159	37	9	calculated	calculate	VERB
alkej-159	37	10	from	from	ADP
alkej-159	37	11	values	value	NOUN
alkej-159	37	12	and	and	CCONJ
alkej-159	37	13	correlations	correlation	NOUN
alkej-159	37	14	given	give	VERB
alkej-159	37	15	in	in	ADP
alkej-159	37	16	perry	perry	NOUN
alkej-159	37	17	[	[	X
alkej-159	37	18	6	6	NUM
alkej-159	37	19	]	]	PUNCT
alkej-159	37	20	.	.	PUNCT
alkej-159	38	1	the	the	DET
alkej-159	38	2	aspect	aspect	PROPN
alkej-159	38	3	ratio	ratio	NOUN
alkej-159	38	4	(	(	PUNCT
alkej-159	38	5	static	static	ADJ
alkej-159	38	6	liquid	liquid	ADJ
alkej-159	38	7	height	height	NOUN
alkej-159	38	8	/	/	SYM
alkej-159	38	9	diameter	diameter	NOUN
alkej-159	38	10	of	of	ADP
alkej-159	38	11	column	column	NOUN
alkej-159	38	12	)	)	PUNCT
alkej-159	38	13	was	be	AUX
alkej-159	38	14	2,4	2,4	NUM
alkej-159	38	15	and	and	CCONJ
alkej-159	38	16	6	6	NUM
alkej-159	38	17	.	.	PUNCT
alkej-159	38	18	pvc	pvc	ADJ
alkej-159	38	19	particles	particle	NOUN
alkej-159	38	20	(	(	PUNCT
alkej-159	38	21	density	density	NOUN
alkej-159	38	22	1025	1025	NUM
alkej-159	38	23	kg	kg	PROPN
alkej-159	38	24	/	/	SYM
alkej-159	38	25	m3	m3	PROPN
alkej-159	38	26	,	,	PUNCT
alkej-159	38	27	diameter	diameter	NOUN
alkej-159	38	28	3	3	NUM
alkej-159	38	29	mm	mm	NOUN
alkej-159	38	30	)	)	PUNCT
alkej-159	38	31	was	be	AUX
alkej-159	38	32	used	use	VERB
alkej-159	38	33	as	as	ADP
alkej-159	38	34	solid	solid	ADJ
alkej-159	38	35	phase	phase	NOUN
alkej-159	38	36	with	with	ADP
alkej-159	38	37	25	25	NUM
alkej-159	38	38	kg	kg	NOUN
alkej-159	38	39	/	/	SYM
alkej-159	38	40	m3	m3	PROPN
alkej-159	38	41	,	,	PUNCT
alkej-159	38	42	50	50	NUM
alkej-159	38	43	kg	kg	NOUN
alkej-159	38	44	/	/	SYM
alkej-159	38	45	m3	m3	PROPN
alkej-159	38	46	,	,	PUNCT
alkej-159	38	47	75	75	NUM
alkej-159	38	48	kg	kg	NOUN
alkej-159	38	49	/	/	SYM
alkej-159	38	50	m3	m3	PROPN
alkej-159	38	51	,	,	PUNCT
alkej-159	38	52	and	and	CCONJ
alkej-159	38	53	100	100	NUM
alkej-159	38	54	kg	kg	ADJ
alkej-159	38	55	/	/	SYM
alkej-159	38	56	m3	m3	PROPN
alkej-159	38	57	concentration	concentration	NOUN
alkej-159	38	58	in	in	ADP
alkej-159	38	59	the	the	DET
alkej-159	38	60	column	column	NOUN
alkej-159	38	61	.	.	PUNCT
alkej-159	39	1	the	the	DET
alkej-159	39	2	operation	operation	NOUN
alkej-159	39	3	was	be	AUX
alkej-159	39	4	batch	batch	NOUN
alkej-159	39	5	with	with	ADP
alkej-159	39	6	respect	respect	NOUN
alkej-159	39	7	to	to	ADP
alkej-159	39	8	liquid	liquid	ADJ
alkej-159	39	9	phase	phase	NOUN
alkej-159	39	10	.	.	PUNCT
alkej-159	40	1	the	the	DET
alkej-159	40	2	rate	rate	NOUN
alkej-159	40	3	of	of	ADP
alkej-159	40	4	air	air	NOUN
alkej-159	40	5	-	-	PUNCT
alkej-159	40	6	flow	flow	NOUN
alkej-159	40	7	sparged	sparge	VERB
alkej-159	40	8	continuously	continuously	ADV
alkej-159	40	9	was	be	AUX
alkej-159	40	10	measured	measure	VERB
alkej-159	40	11	by	by	ADP
alkej-159	40	12	a	a	DET
alkej-159	40	13	calibrated	calibrate	VERB
alkej-159	40	14	rotameter	rotameter	NOUN
alkej-159	40	15	.	.	PUNCT
alkej-159	41	1	the	the	DET
alkej-159	41	2	gas	gas	NOUN
alkej-159	41	3	hold	hold	NOUN
alkej-159	41	4	-	-	PUNCT
alkej-159	41	5	up	up	NOUN
alkej-159	41	6	was	be	AUX
alkej-159	41	7	obtained	obtain	VERB
alkej-159	41	8	by	by	ADP
alkej-159	41	9	the	the	DET
alkej-159	41	10	volume	volume	NOUN
alkej-159	41	11	expansion	expansion	NOUN
alkej-159	41	12	method	method	NOUN
alkej-159	41	13	.	.	PUNCT
alkej-159	42	1	the	the	DET
alkej-159	42	2	volumetric	volumetric	ADJ
alkej-159	42	3	mass	mass	NOUN
alkej-159	42	4	transfer	transfer	NOUN
alkej-159	42	5	coefficients	coefficient	NOUN
alkej-159	42	6	were	be	AUX
alkej-159	42	7	determined	determine	VERB
alkej-159	42	8	by	by	ADP
alkej-159	42	9	the	the	DET
alkej-159	42	10	dynamic	dynamic	ADJ
alkej-159	42	11	method	method	NOUN
alkej-159	42	12	.	.	PUNCT
alkej-159	43	1	the	the	DET
alkej-159	43	2	material	material	NOUN
alkej-159	43	3	balance	balance	NOUN
alkej-159	43	4	of	of	ADP
alkej-159	43	5	the	the	DET
alkej-159	43	6	oxygen	oxygen	NOUN
alkej-159	43	7	dissolved	dissolve	VERB
alkej-159	43	8	in	in	ADP
alkej-159	43	9	the	the	DET
alkej-159	43	10	liquid	liquid	ADJ
alkej-159	43	11	phase	phase	NOUN
alkej-159	43	12	is	be	AUX
alkej-159	43	13	[	[	X
alkej-159	43	14	7	7	NUM
alkej-159	43	15	]	]	PUNCT
alkej-159	43	16	:	:	PUNCT
alkej-159	43	17	log	log	PROPN
alkej-159	43	18	=	=	PUNCT
alkej-159	43	19	.	.	PUNCT
alkej-159	44	1	(	(	PUNCT
alkej-159	44	2	)	)	PUNCT
alkej-159	44	3	.	.	PUNCT
alkej-159	45	1	…	…	PUNCT
alkej-159	45	2	(	(	PUNCT
alkej-159	45	3	1	1	NUM
alkej-159	45	4	)	)	PUNCT
alkej-159	45	5	where	where	SCONJ
alkej-159	45	6	εg	εg	ADV
alkej-159	45	7	and	and	CCONJ
alkej-159	45	8	εs	ε	NOUN
alkej-159	45	9	are	be	AUX
alkej-159	45	10	gas	gas	NOUN
alkej-159	45	11	hold	hold	NOUN
alkej-159	45	12	up	up	ADP
alkej-159	45	13	and	and	CCONJ
alkej-159	45	14	solid	solid	ADJ
alkej-159	45	15	hold	hold	NOUN
alkej-159	45	16	up	up	ADP
alkej-159	45	17	respectively	respectively	ADV
alkej-159	45	18	,	,	PUNCT
alkej-159	45	19	co	co	VERB
alkej-159	45	20	and	and	CCONJ
alkej-159	45	21	cf	cf	NOUN
alkej-159	45	22	are	be	AUX
alkej-159	45	23	initial	initial	ADJ
alkej-159	45	24	and	and	CCONJ
alkej-159	45	25	final	final	ADJ
alkej-159	45	26	concentration	concentration	NOUN
alkej-159	45	27	of	of	ADP
alkej-159	45	28	oxygen	oxygen	NOUN
alkej-159	45	29	respectively	respectively	ADV
alkej-159	45	30	,	,	PUNCT
alkej-159	45	31	ci	ci	PROPN
alkej-159	45	32	represents	represent	VERB
alkej-159	45	33	the	the	DET
alkej-159	45	34	concentration	concentration	NOUN
alkej-159	45	35	of	of	ADP
alkej-159	45	36	oxygen	oxygen	NOUN
alkej-159	45	37	at	at	ADP
alkej-159	45	38	any	any	DET
alkej-159	45	39	time	time	NOUN
alkej-159	45	40	in	in	ADP
alkej-159	45	41	the	the	DET
alkej-159	45	42	bubble	bubble	NOUN
alkej-159	45	43	column	column	NOUN
alkej-159	45	44	.	.	PUNCT
alkej-159	46	1	plotting	plot	VERB
alkej-159	46	2	of	of	ADP
alkej-159	46	3	the	the	DET
alkej-159	46	4	left	left	ADJ
alkej-159	46	5	hand	hand	NOUN
alkej-159	46	6	side	side	NOUN
alkej-159	46	7	of	of	ADP
alkej-159	46	8	equation	equation	NOUN
alkej-159	46	9	(	(	PUNCT
alkej-159	46	10	1	1	NUM
alkej-159	46	11	)	)	PUNCT
alkej-159	46	12	versus	versus	X
alkej-159	46	13	(	(	PUNCT
alkej-159	46	14	t	t	NOUN
alkej-159	46	15	)	)	PUNCT
alkej-159	46	16	will	will	AUX
alkej-159	46	17	give	give	VERB
alkej-159	46	18	the	the	DET
alkej-159	46	19	average	average	ADJ
alkej-159	46	20	slop	slop	NOUN
alkej-159	46	21	term	term	NOUN
alkej-159	46	22	(	(	PUNCT
alkej-159	46	23	kla	kla	NOUN
alkej-159	46	24	/2.303(1εgεs	/2.303(1εgεs	PUNCT
alkej-159	46	25	)	)	PUNCT
alkej-159	46	26	)	)	PUNCT
alkej-159	46	27	,	,	PUNCT
alkej-159	46	28	then	then	ADV
alkej-159	46	29	kla	kla	NOUN
alkej-159	46	30	can	can	AUX
alkej-159	46	31	be	be	AUX
alkej-159	46	32	calculated	calculate	VERB
alkej-159	46	33	.	.	PUNCT
alkej-159	47	1	the	the	DET
alkej-159	47	2	change	change	NOUN
alkej-159	47	3	in	in	ADP
alkej-159	47	4	the	the	DET
alkej-159	47	5	dissolved	dissolve	VERB
alkej-159	47	6	oxygen	oxygen	NOUN
alkej-159	47	7	concentration	concentration	NOUN
alkej-159	47	8	was	be	AUX
alkej-159	47	9	monitored	monitor	VERB
alkej-159	47	10	using	use	VERB
alkej-159	47	11	a	a	DET
alkej-159	47	12	fast	fast	ADJ
alkej-159	47	13	dissolved	dissolve	VERB
alkej-159	47	14	oxygen	oxygen	NOUN
alkej-159	47	15	electrode	electrode	NOUN
alkej-159	47	16	.	.	PUNCT
alkej-159	48	1	figure	figure	NOUN
alkej-159	48	2	(	(	PUNCT
alkej-159	48	3	2	2	NUM
alkej-159	48	4	)	)	PUNCT
alkej-159	48	5	shows	show	VERB
alkej-159	48	6	the	the	DET
alkej-159	48	7	schematic	schematic	ADJ
alkej-159	48	8	diagram	diagram	NOUN
alkej-159	48	9	of	of	ADP
alkej-159	48	10	the	the	DET
alkej-159	48	11	experimental	experimental	ADJ
alkej-159	48	12	apparatus	apparatus	NOUN
alkej-159	48	13	.	.	PUNCT
alkej-159	49	1	safa	safa	PROPN
alkej-159	49	2	a.	a.	PROPN
alkej-159	49	3	al	al	PROPN
alkej-159	49	4	-	-	PROPN
alkej-159	49	5	naimi	naimi	PROPN
alkej-159	49	6	al	al	PROPN
alkej-159	49	7	-	-	PUNCT
alkej-159	49	8	khwarizmi	khwarizmi	PROPN
alkej-159	49	9	engineering	engineering	NOUN
alkej-159	49	10	journal	journal	PROPN
alkej-159	49	11	,	,	PUNCT
alkej-159	49	12	vol	vol	NOUN
alkej-159	49	13	.	.	NOUN
alkej-159	49	14	9	9	NUM
alkej-159	49	15	,	,	PUNCT
alkej-159	49	16	no.1	no.1	NUM
alkej-159	49	17	,	,	PUNCT
alkej-159	49	18	p.p	p.p	PROPN
alkej-159	49	19	.	.	PROPN
alkej-159	49	20	60	60	NUM
alkej-159	49	21	-	-	SYM
alkej-159	49	22	70	70	NUM
alkej-159	49	23	(	(	PUNCT
alkej-159	49	24	2013	2013	NUM
alkej-159	49	25	)	)	PUNCT
alkej-159	49	26	62	62	NUM
alkej-159	49	27	fig	fig	NOUN
alkej-159	49	28	.	.	PUNCT
alkej-159	50	1	1	1	X
alkej-159	50	2	.	.	X
alkej-159	50	3	multi	multi	PROPN
alkej-159	50	4	layer	layer	PROPN
alkej-159	50	5	perceptron	perceptron	PROPN
alkej-159	50	6	,	,	PUNCT
alkej-159	50	7	back	back	ADJ
alkej-159	50	8	propagation	propagation	NOUN
alkej-159	50	9	network	network	NOUN
alkej-159	50	10	.	.	PUNCT
alkej-159	51	1	air	air	PROPN
alkej-159	51	2	compressor	compressor	PROPN
alkej-159	51	3	٢.٢٨	٢.٢٨	NUM
alkej-159	51	4	oc٢٥	oc٢٥	PROPN
alkej-159	51	5	height	height	NOUN
alkej-159	51	6	of	of	ADP
alkej-159	51	7	column	column	NOUN
alkej-159	51	8	=	=	NOUN
alkej-159	52	1	1.6	1.6	NUM
alkej-159	52	2	m	m	NOUN
alkej-159	52	3	d	d	NOUN
alkej-159	52	4	=	=	NOUN
alkej-159	52	5	0.15	0.15	NUM
alkej-159	52	6	m	m	VERB
alkej-159	52	7	dissolved	dissolve	VERB
alkej-159	52	8	oxygen	oxygen	NOUN
alkej-159	52	9	electrode	electrode	NOUN
alkej-159	52	10	oxygen	oxygen	NOUN
alkej-159	52	11	meter	meter	NOUN
alkej-159	52	12	rotameter	rotameter	NOUN
alkej-159	52	13	fig	fig	NOUN
alkej-159	52	14	.	.	PUNCT
alkej-159	53	1	2	2	NUM
alkej-159	53	2	.	.	X
alkej-159	53	3	schematic	schematic	ADJ
alkej-159	53	4	diagram	diagram	NOUN
alkej-159	53	5	of	of	ADP
alkej-159	53	6	the	the	DET
alkej-159	53	7	experimental	experimental	ADJ
alkej-159	53	8	apparatus	apparatus	NOUN
alkej-159	53	9	.	.	PUNCT
alkej-159	54	1	safa	safa	PROPN
alkej-159	54	2	a.	a.	PROPN
alkej-159	54	3	al	al	PROPN
alkej-159	54	4	-	-	PROPN
alkej-159	54	5	naimi	naimi	PROPN
alkej-159	54	6	al	al	PROPN
alkej-159	54	7	-	-	PUNCT
alkej-159	54	8	khwarizmi	khwarizmi	PROPN
alkej-159	54	9	engineering	engineering	NOUN
alkej-159	54	10	journal	journal	PROPN
alkej-159	54	11	,	,	PUNCT
alkej-159	54	12	vol	vol	NOUN
alkej-159	54	13	.	.	NOUN
alkej-159	54	14	9	9	NUM
alkej-159	54	15	,	,	PUNCT
alkej-159	54	16	no.1	no.1	NUM
alkej-159	54	17	,	,	PUNCT
alkej-159	54	18	p.p	p.p	PROPN
alkej-159	54	19	.	.	PROPN
alkej-159	54	20	60	60	NUM
alkej-159	54	21	-	-	SYM
alkej-159	54	22	70	70	NUM
alkej-159	54	23	(	(	PUNCT
alkej-159	54	24	2013	2013	NUM
alkej-159	54	25	)	)	PUNCT
alkej-159	54	26	63	63	NUM
alkej-159	54	27	4	4	NUM
alkej-159	54	28	.	.	PUNCT
alkej-159	54	29	results	result	NOUN
alkej-159	54	30	and	and	CCONJ
alkej-159	54	31	discussion	discussion	NOUN
alkej-159	54	32	from	from	ADP
alkej-159	54	33	the	the	DET
alkej-159	54	34	ranges	range	NOUN
alkej-159	54	35	of	of	ADP
alkej-159	54	36	the	the	DET
alkej-159	54	37	data	datum	NOUN
alkej-159	54	38	obtained	obtain	VERB
alkej-159	54	39	in	in	ADP
alkej-159	54	40	experimental	experimental	ADJ
alkej-159	54	41	work	work	NOUN
alkej-159	54	42	(	(	PUNCT
alkej-159	54	43	table	table	NOUN
alkej-159	54	44	1	1	NUM
alkej-159	54	45	)	)	PUNCT
alkej-159	54	46	,	,	PUNCT
alkej-159	54	47	the	the	DET
alkej-159	54	48	developed	develop	VERB
alkej-159	54	49	models	model	NOUN
alkej-159	54	50	can	can	AUX
alkej-159	54	51	be	be	AUX
alkej-159	54	52	used	use	VERB
alkej-159	54	53	to	to	PART
alkej-159	54	54	predict	predict	VERB
alkej-159	54	55	the	the	DET
alkej-159	54	56	mass	mass	NOUN
alkej-159	54	57	transfer	transfer	NOUN
alkej-159	54	58	parameters	parameter	NOUN
alkej-159	54	59	in	in	ADP
alkej-159	54	60	slurry	slurry	NOUN
alkej-159	54	61	bubble	bubble	NOUN
alkej-159	54	62	column	column	NOUN
alkej-159	54	63	reactor	reactor	NOUN
alkej-159	54	64	operating	operate	VERB
alkej-159	54	65	under	under	ADP
alkej-159	54	66	typical	typical	ADJ
alkej-159	54	67	conditions	condition	NOUN
alkej-159	54	68	(	(	PUNCT
alkej-159	54	69	1575	1575	NUM
alkej-159	54	70	data	datum	NOUN
alkej-159	54	71	were	be	AUX
alkej-159	54	72	used	use	VERB
alkej-159	54	73	)	)	PUNCT
alkej-159	54	74	.	.	PUNCT
alkej-159	55	1	in	in	ADP
alkej-159	55	2	this	this	DET
alkej-159	55	3	study	study	NOUN
alkej-159	55	4	,	,	PUNCT
alkej-159	55	5	the	the	DET
alkej-159	55	6	model	model	NOUN
alkej-159	55	7	was	be	AUX
alkej-159	55	8	used	use	VERB
alkej-159	55	9	to	to	PART
alkej-159	55	10	predict	predict	VERB
alkej-159	55	11	the	the	DET
alkej-159	55	12	volumetric	volumetric	ADJ
alkej-159	55	13	mass	mass	NOUN
alkej-159	55	14	transfer	transfer	NOUN
alkej-159	55	15	coefficient	coefficient	NOUN
alkej-159	55	16	,	,	PUNCT
alkej-159	55	17	in	in	ADP
alkej-159	55	18	slurry	slurry	NOUN
alkej-159	55	19	bubble	bubble	NOUN
alkej-159	55	20	columns	column	NOUN
alkej-159	55	21	sbc	sbc	PROPN
alkej-159	55	22	.	.	PUNCT
alkej-159	56	1	from	from	ADP
alkej-159	56	2	spss	spss	PROPN
alkej-159	56	3	17	17	NUM
alkej-159	56	4	®	®	NOUN
alkej-159	56	5	,	,	PUNCT
alkej-159	56	6	78	78	NUM
alkej-159	56	7	try	try	NOUN
alkej-159	56	8	and	and	CCONJ
alkej-159	56	9	error	error	NOUN
alkej-159	56	10	attempts	attempt	NOUN
alkej-159	56	11	were	be	AUX
alkej-159	56	12	done	do	VERB
alkej-159	56	13	by	by	ADP
alkej-159	56	14	the	the	DET
alkej-159	56	15	option	option	NOUN
alkej-159	56	16	multilayer	multilayer	NOUN
alkej-159	56	17	perceptron	perceptron	PROPN
alkej-159	56	18	(	(	PUNCT
alkej-159	56	19	mlp	mlp	PROPN
alkej-159	56	20	)	)	PUNCT
alkej-159	56	21	and	and	CCONJ
alkej-159	56	22	through	through	ADP
alkej-159	56	23	using	use	VERB
alkej-159	56	24	automatic	automatic	ADJ
alkej-159	56	25	architecture	architecture	NOUN
alkej-159	56	26	selection	selection	NOUN
alkej-159	56	27	option	option	NOUN
alkej-159	56	28	as	as	SCONJ
alkej-159	56	29	shown	show	VERB
alkej-159	56	30	in	in	ADP
alkej-159	56	31	figure	figure	NOUN
alkej-159	56	32	3	3	NUM
alkej-159	56	33	a	a	PROPN
alkej-159	56	34	&	&	CCONJ
alkej-159	56	35	b.	b.	PROPN
alkej-159	56	36	figure	figure	NOUN
alkej-159	56	37	4	4	NUM
alkej-159	56	38	shows	show	VERB
alkej-159	56	39	the	the	DET
alkej-159	56	40	data	datum	NOUN
alkej-159	56	41	partition	partition	NOUN
alkej-159	56	42	’s	’	VERB
alkej-159	56	43	used	use	VERB
alkej-159	56	44	in	in	ADP
alkej-159	56	45	this	this	DET
alkej-159	56	46	prediction	prediction	NOUN
alkej-159	56	47	(	(	PUNCT
alkej-159	56	48	70	70	NUM
alkej-159	56	49	%	%	NOUN
alkej-159	56	50	of	of	ADP
alkej-159	56	51	data	datum	NOUN
alkej-159	56	52	was	be	AUX
alkej-159	56	53	trained	train	VERB
alkej-159	56	54	and	and	CCONJ
alkej-159	56	55	30	30	NUM
alkej-159	56	56	%	%	NOUN
alkej-159	56	57	for	for	ADP
alkej-159	56	58	testing	testing	NOUN
alkej-159	56	59	)	)	PUNCT
alkej-159	56	60	.	.	PUNCT
alkej-159	57	1	table	table	NOUN
alkej-159	57	2	1	1	NUM
alkej-159	57	3	,	,	PUNCT
alkej-159	57	4	the	the	DET
alkej-159	57	5	range	range	NOUN
alkej-159	57	6	of	of	ADP
alkej-159	57	7	data	datum	NOUN
alkej-159	57	8	obtained	obtain	VERB
alkej-159	57	9	in	in	ADP
alkej-159	57	10	the	the	DET
alkej-159	57	11	experimental	experimental	ADJ
alkej-159	57	12	work	work	NOUN
alkej-159	57	13	.	.	PUNCT
alkej-159	58	1	variables	variable	NOUN
alkej-159	58	2	gas	gas	NOUN
alkej-159	58	3	holdup	holdup	NOUN
alkej-159	58	4	gas	gas	NOUN
alkej-159	58	5	velocity	velocity	NOUN
alkej-159	58	6	solution	solution	NOUN
alkej-159	58	7	concentration	concentration	NOUN
alkej-159	58	8	maximum	maximum	ADJ
alkej-159	58	9	0.545455	0.545455	NUM
alkej-159	58	10	0.20608	0.20608	NUM
alkej-159	58	11	1	1	NUM
alkej-159	58	12	minimum	minimum	NOUN
alkej-159	58	13	0.00217	0.00217	NUM
alkej-159	58	14	0.02167	0.02167	NUM
alkej-159	58	15	0.003	0.003	NUM
alkej-159	58	16	units	unit	NOUN
alkej-159	58	17	m	m	PROPN
alkej-159	58	18	/	/	SYM
alkej-159	58	19	s	s	PART
alkej-159	58	20	w	w	NOUN
alkej-159	58	21	/	/	SYM
alkej-159	58	22	w	w	PROPN
alkej-159	58	23	variables	variable	NOUN
alkej-159	58	24	density	density	NOUN
alkej-159	58	25	viscosity	viscosity	NOUN
alkej-159	58	26	surface	surface	NOUN
alkej-159	58	27	tension	tension	NOUN
alkej-159	58	28	maximum	maximum	ADJ
alkej-159	58	29	1173	1173	NUM
alkej-159	58	30	0.0225	0.0225	NUM
alkej-159	58	31	0.072	0.072	NUM
alkej-159	58	32	minimum	minimum	NOUN
alkej-159	58	33	991	991	NUM
alkej-159	58	34	0.0009	0.0009	NUM
alkej-159	58	35	0.0009	0.0009	NUM
alkej-159	58	36	units	unit	NOUN
alkej-159	58	37	kg	kg	PROPN
alkej-159	58	38	/	/	SYM
alkej-159	58	39	m3	m3	PROPN
alkej-159	58	40	pa.s	pa.s	ADP
alkej-159	58	41	n	n	CCONJ
alkej-159	58	42	/	/	SYM
alkej-159	58	43	m	m	PROPN
alkej-159	58	44	variables	variable	NOUN
alkej-159	58	45	aspect	aspect	PROPN
alkej-159	58	46	ratio	ratio	NOUN
alkej-159	58	47	diffusivity*10	diffusivity*10	NOUN
alkej-159	58	48	-	-	PUNCT
alkej-159	58	49	9	9	NUM
alkej-159	58	50	maximum	maximum	ADJ
alkej-159	58	51	6	6	NUM
alkej-159	58	52	20.807	20.807	NUM
alkej-159	58	53	minimum	minimum	ADJ
alkej-159	58	54	2	2	NUM
alkej-159	58	55	0.048	0.048	NUM
alkej-159	58	56	units	unit	NOUN
alkej-159	58	57	m2	m2	PROPN
alkej-159	58	58	/	/	SYM
alkej-159	58	59	s	s	PART
alkej-159	58	60	variables	variable	NOUN
alkej-159	58	61	solid	solid	ADJ
alkej-159	58	62	concentration	concentration	NOUN
alkej-159	58	63	maximum	maximum	ADJ
alkej-159	58	64	100	100	NUM
alkej-159	58	65	minimum	minimum	ADJ
alkej-159	58	66	0	0	NUM
alkej-159	58	67	units	unit	NOUN
alkej-159	58	68	kg	kg	PROPN
alkej-159	58	69	/	/	SYM
alkej-159	58	70	m3	m3	PROPN
alkej-159	58	71	the	the	DET
alkej-159	58	72	back	back	ADJ
alkej-159	58	73	propagation	propagation	NOUN
alkej-159	58	74	neural	neural	ADJ
alkej-159	58	75	network	network	NOUN
alkej-159	58	76	(	(	PUNCT
alkej-159	58	77	bpnn	bpnn	NOUN
alkej-159	58	78	)	)	PUNCT
alkej-159	58	79	selected	select	VERB
alkej-159	58	80	for	for	ADP
alkej-159	58	81	predicting	predict	VERB
alkej-159	58	82	kla	kla	NOUN
alkej-159	58	83	has	have	VERB
alkej-159	58	84	the	the	DET
alkej-159	58	85	following	follow	VERB
alkej-159	58	86	topology	topology	NOUN
alkej-159	58	87	:	:	PUNCT
alkej-159	58	88	(	(	PUNCT
alkej-159	58	89	9	9	NUM
alkej-159	58	90	,	,	PUNCT
alkej-159	58	91	2	2	NUM
alkej-159	58	92	,	,	PUNCT
alkej-159	58	93	1).the	1).the	DET
alkej-159	58	94	learning	learning	NOUN
alkej-159	58	95	rate	rate	NOUN
alkej-159	58	96	for	for	ADP
alkej-159	58	97	the	the	DET
alkej-159	58	98	kla	kla	NOUN
alkej-159	58	99	bpnn	bpnn	PROPN
alkej-159	58	100	was	be	AUX
alkej-159	58	101	0.25	0.25	NUM
alkej-159	58	102	and	and	CCONJ
alkej-159	58	103	1500	1500	NUM
alkej-159	58	104	iterations	iteration	NOUN
alkej-159	58	105	were	be	AUX
alkej-159	58	106	used	use	VERB
alkej-159	58	107	during	during	ADP
alkej-159	58	108	the	the	DET
alkej-159	58	109	training	training	NOUN
alkej-159	58	110	and	and	CCONJ
alkej-159	58	111	learning	learning	NOUN
alkej-159	58	112	process	process	NOUN
alkej-159	58	113	.	.	PUNCT
alkej-159	59	1	the	the	DET
alkej-159	59	2	values	value	NOUN
alkej-159	59	3	of	of	ADP
alkej-159	59	4	sse	sse	NOUN
alkej-159	59	5	,	,	PUNCT
alkej-159	59	6	and	and	CCONJ
alkej-159	59	7	re	re	VERB
alkej-159	59	8	of	of	ADP
alkej-159	59	9	5.264	5.264	NUM
alkej-159	59	10	and	and	CCONJ
alkej-159	59	11	1.064	1.064	NUM
alkej-159	59	12	,	,	PUNCT
alkej-159	59	13	respectively	respectively	ADV
alkej-159	59	14	(	(	PUNCT
alkej-159	59	15	table	table	NOUN
alkej-159	59	16	2	2	NUM
alkej-159	59	17	)	)	PUNCT
alkej-159	59	18	,	,	PUNCT
alkej-159	59	19	were	be	AUX
alkej-159	59	20	obtained	obtain	VERB
alkej-159	59	21	with	with	ADP
alkej-159	59	22	this	this	DET
alkej-159	59	23	bpnn	bpnn	NOUN
alkej-159	59	24	.	.	PUNCT
alkej-159	60	1	fig	fig	NOUN
alkej-159	60	2	.	.	PUNCT
alkej-159	61	1	3	3	NUM
alkej-159	61	2	-	-	PUNCT
alkej-159	61	3	a.	a.	NOUN
alkej-159	61	4	spss	spss	PROPN
alkej-159	61	5	statistics	statistics	PROPN
alkej-159	61	6	data	data	PROPN
alkej-159	61	7	editor	editor	NOUN
alkej-159	61	8	.	.	PUNCT
alkej-159	62	1	fig	fig	NOUN
alkej-159	62	2	.	.	PUNCT
alkej-159	63	1	3	3	X
alkej-159	63	2	-	-	PUNCT
alkej-159	63	3	b.	b.	PROPN
alkej-159	63	4	multi	multi	PROPN
alkej-159	63	5	layer	layer	NOUN
alkej-159	63	6	prediction	prediction	NOUN
alkej-159	63	7	.	.	PUNCT
alkej-159	64	1	safa	safa	PROPN
alkej-159	64	2	a.	a.	PROPN
alkej-159	64	3	al	al	PROPN
alkej-159	64	4	-	-	PROPN
alkej-159	64	5	naimi	naimi	PROPN
alkej-159	64	6	al	al	PROPN
alkej-159	64	7	-	-	PUNCT
alkej-159	64	8	khwarizmi	khwarizmi	PROPN
alkej-159	64	9	engineering	engineering	NOUN
alkej-159	64	10	journal	journal	PROPN
alkej-159	64	11	,	,	PUNCT
alkej-159	64	12	vol	vol	NOUN
alkej-159	64	13	.	.	NOUN
alkej-159	64	14	9	9	NUM
alkej-159	64	15	,	,	PUNCT
alkej-159	64	16	no.1	no.1	NUM
alkej-159	64	17	,	,	PUNCT
alkej-159	64	18	p.p	p.p	PROPN
alkej-159	64	19	.	.	PROPN
alkej-159	64	20	60	60	NUM
alkej-159	64	21	-	-	SYM
alkej-159	64	22	70	70	NUM
alkej-159	64	23	(	(	PUNCT
alkej-159	64	24	2013	2013	NUM
alkej-159	64	25	)	)	PUNCT
alkej-159	64	26	64	64	NUM
alkej-159	64	27	table	table	NOUN
alkej-159	64	28	2	2	NUM
alkej-159	64	29	,	,	PUNCT
alkej-159	64	30	model	model	NOUN
alkej-159	64	31	summary	summary	NOUN
alkej-159	64	32	training	training	NOUN
alkej-159	64	33	sum	sum	NOUN
alkej-159	64	34	of	of	ADP
alkej-159	64	35	squares	square	NOUN
alkej-159	64	36	error	error	NOUN
alkej-159	64	37	(	(	PUNCT
alkej-159	64	38	sse	sse	NOUN
alkej-159	64	39	)	)	PUNCT
alkej-159	64	40	5.264	5.264	NUM
alkej-159	64	41	relative	relative	ADJ
alkej-159	64	42	error	error	NOUN
alkej-159	64	43	(	(	PUNCT
alkej-159	64	44	re	re	NOUN
alkej-159	64	45	)	)	PUNCT
alkej-159	64	46	0.010	0.010	NUM
alkej-159	64	47	stopping	stop	VERB
alkej-159	64	48	rule	rule	NOUN
alkej-159	64	49	used	use	VERB
alkej-159	64	50	1	1	NUM
alkej-159	64	51	consecutive	consecutive	ADJ
alkej-159	64	52	step(s	step(s	NOUN
alkej-159	64	53	)	)	PUNCT
alkej-159	64	54	with	with	ADP
alkej-159	64	55	no	no	DET
alkej-159	64	56	decrease	decrease	NOUN
alkej-159	64	57	in	in	ADP
alkej-159	64	58	error	error	NOUN
alkej-159	64	59	training	training	NOUN
alkej-159	64	60	time	time	NOUN
alkej-159	64	61	0:00:01.520	0:00:01.520	NUM
alkej-159	64	62	testing	testing	NOUN
alkej-159	64	63	sum	sum	NOUN
alkej-159	64	64	of	of	ADP
alkej-159	64	65	squares	square	NOUN
alkej-159	64	66	error	error	NOUN
alkej-159	64	67	1.064	1.064	NUM
alkej-159	64	68	relative	relative	ADJ
alkej-159	64	69	error	error	NOUN
alkej-159	64	70	0.027	0.027	NUM
alkej-159	64	71	figure	figure	NOUN
alkej-159	64	72	5	5	NUM
alkej-159	64	73	shows	show	VERB
alkej-159	64	74	the	the	DET
alkej-159	64	75	comparison	comparison	NOUN
alkej-159	64	76	between	between	ADP
alkej-159	64	77	experimental	experimental	ADJ
alkej-159	64	78	and	and	CCONJ
alkej-159	64	79	predicted	predict	VERB
alkej-159	64	80	kla	kla	NOUN
alkej-159	64	81	values	value	NOUN
alkej-159	64	82	using	use	VERB
alkej-159	64	83	the	the	DET
alkej-159	64	84	bpnn	bpnn	NOUN
alkej-159	64	85	.	.	PUNCT
alkej-159	65	1	figure	figure	NOUN
alkej-159	65	2	6	6	NUM
alkej-159	65	3	shows	show	VERB
alkej-159	65	4	the	the	DET
alkej-159	65	5	iterations	iteration	NOUN
alkej-159	65	6	with	with	ADP
alkej-159	65	7	errors	error	NOUN
alkej-159	65	8	counted	count	VERB
alkej-159	65	9	for	for	ADP
alkej-159	65	10	each	each	DET
alkej-159	65	11	iterate	iterate	NOUN
alkej-159	65	12	.	.	PUNCT
alkej-159	66	1	fig	fig	NOUN
alkej-159	66	2	.	.	PUNCT
alkej-159	67	1	5	5	X
alkej-159	67	2	.	.	PUNCT
alkej-159	67	3	the	the	DET
alkej-159	67	4	comparison	comparison	NOUN
alkej-159	67	5	between	between	ADP
alkej-159	67	6	experimental	experimental	ADJ
alkej-159	67	7	and	and	CCONJ
alkej-159	67	8	predicted	predict	VERB
alkej-159	67	9	kla	kla	NOUN
alkej-159	67	10	using	use	VERB
alkej-159	67	11	bpnn	bpnn	PROPN
alkej-159	67	12	.	.	PUNCT
alkej-159	68	1	fig	fig	NOUN
alkej-159	68	2	.	.	PUNCT
alkej-159	69	1	6	6	NUM
alkej-159	69	2	.	.	PUNCT
alkej-159	70	1	the	the	DET
alkej-159	70	2	iterations	iteration	NOUN
alkej-159	70	3	with	with	ADP
alkej-159	70	4	errors	error	NOUN
alkej-159	70	5	counted	count	VERB
alkej-159	70	6	for	for	ADP
alkej-159	70	7	each	each	DET
alkej-159	70	8	iterate	iterate	NOUN
alkej-159	70	9	.	.	PUNCT
alkej-159	71	1	4.1	4.1	NUM
alkej-159	71	2	.	.	PUNCT
alkej-159	71	3	effect	effect	NOUN
alkej-159	71	4	of	of	ADP
alkej-159	71	5	gas	gas	NOUN
alkej-159	71	6	velocity	velocity	NOUN
alkej-159	71	7	on	on	ADP
alkej-159	71	8	mass	mass	ADJ
alkej-159	71	9	transfer	transfer	NOUN
alkej-159	71	10	coefficient	coefficient	NOUN
alkej-159	71	11	figures	figure	VERB
alkej-159	71	12	7	7	NUM
alkej-159	71	13	to	to	PART
alkej-159	71	14	10	10	NUM
alkej-159	71	15	show	show	VERB
alkej-159	71	16	the	the	DET
alkej-159	71	17	relation	relation	NOUN
alkej-159	71	18	between	between	ADP
alkej-159	71	19	gas	gas	NOUN
alkej-159	71	20	velocity	velocity	NOUN
alkej-159	71	21	and	and	CCONJ
alkej-159	71	22	mass	mass	NOUN
alkej-159	71	23	transfer	transfer	NOUN
alkej-159	71	24	coefficient	coefficient	NOUN
alkej-159	71	25	for	for	ADP
alkej-159	71	26	experimental	experimental	ADJ
alkej-159	71	27	and	and	CCONJ
alkej-159	71	28	predicted	predict	VERB
alkej-159	71	29	values	value	NOUN
alkej-159	71	30	.	.	PUNCT
alkej-159	72	1	as	as	SCONJ
alkej-159	72	2	can	can	AUX
alkej-159	72	3	be	be	AUX
alkej-159	72	4	seen	see	VERB
alkej-159	72	5	in	in	ADP
alkej-159	72	6	these	these	DET
alkej-159	72	7	figures	figure	NOUN
alkej-159	72	8	kla	kla	NOUN
alkej-159	72	9	values	value	NOUN
alkej-159	72	10	increase	increase	VERB
alkej-159	72	11	with	with	ADP
alkej-159	72	12	gas	gas	NOUN
alkej-159	72	13	fig	fig	NOUN
alkej-159	72	14	.	.	PUNCT
alkej-159	73	1	4	4	X
alkej-159	73	2	.	.	X
alkej-159	73	3	the	the	DET
alkej-159	73	4	partition	partition	NOUN
alkej-159	73	5	data	data	PROPN
alkej-159	73	6	.	.	PUNCT
alkej-159	74	1	0	0	NUM
alkej-159	75	1	0.05	0.05	NUM
alkej-159	75	2	0.1	0.1	NUM
alkej-159	75	3	0.15	0.15	NUM
alkej-159	75	4	0.2	0.2	NUM
alkej-159	75	5	0.25	0.25	NUM
alkej-159	75	6	0	0	NUM
alkej-159	75	7	0.05	0.05	NUM
alkej-159	75	8	0.1	0.1	NUM
alkej-159	75	9	0.15	0.15	NUM
alkej-159	75	10	0.2	0.2	NUM
alkej-159	75	11	0.25	0.25	NUM
alkej-159	75	12	ex	ex	X
alkej-159	75	13	pe	pe	PROPN
alkej-159	75	14	rm	rm	PROPN
alkej-159	75	15	in	in	ADP
alkej-159	75	16	ta	ta	PROPN
alkej-159	75	17	l	l	NOUN
alkej-159	75	18	predicted	predict	VERB
alkej-159	75	19	0	0	NUM
alkej-159	75	20	10	10	NUM
alkej-159	75	21	20	20	NUM
alkej-159	75	22	30	30	NUM
alkej-159	75	23	40	40	NUM
alkej-159	75	24	50	50	NUM
alkej-159	75	25	60	60	NUM
alkej-159	75	26	70	70	NUM
alkej-159	75	27	80	80	NUM
alkej-159	75	28	90	90	NUM
alkej-159	75	29	attempt	attempt	NOUN
alkej-159	75	30	no	no	NOUN
alkej-159	75	31	.	.	NOUN
alkej-159	75	32	0	0	NUM
alkej-159	75	33	10	10	NUM
alkej-159	75	34	20	20	NUM
alkej-159	75	35	30	30	NUM
alkej-159	75	36	40	40	NUM
alkej-159	75	37	50	50	NUM
alkej-159	75	38	60	60	NUM
alkej-159	75	39	e	e	NOUN
alkej-159	75	40	rro	rro	PROPN
alkej-159	75	41	r	r	NOUN
alkej-159	75	42	%	%	NOUN
alkej-159	75	43	sse	sse	PROPN
alkej-159	75	44	re	re	PROPN
alkej-159	75	45	safa	safa	PROPN
alkej-159	75	46	a.	a.	PROPN
alkej-159	75	47	al	al	PROPN
alkej-159	75	48	-	-	PROPN
alkej-159	75	49	naimi	naimi	PROPN
alkej-159	75	50	al	al	PROPN
alkej-159	75	51	-	-	PUNCT
alkej-159	75	52	khwarizmi	khwarizmi	PROPN
alkej-159	75	53	engineering	engineering	NOUN
alkej-159	75	54	journal	journal	PROPN
alkej-159	75	55	,	,	PUNCT
alkej-159	75	56	vol	vol	NOUN
alkej-159	75	57	.	.	NOUN
alkej-159	75	58	9	9	NUM
alkej-159	75	59	,	,	PUNCT
alkej-159	75	60	no.1	no.1	NUM
alkej-159	75	61	,	,	PUNCT
alkej-159	75	62	p.p	p.p	PROPN
alkej-159	75	63	.	.	PROPN
alkej-159	75	64	60	60	NUM
alkej-159	75	65	-	-	SYM
alkej-159	75	66	70	70	NUM
alkej-159	75	67	(	(	PUNCT
alkej-159	75	68	2013	2013	NUM
alkej-159	75	69	)	)	PUNCT
alkej-159	75	70	65	65	NUM
alkej-159	75	71	0.00	0.00	NUM
alkej-159	75	72	0.02	0.02	NUM
alkej-159	75	73	0.04	0.04	NUM
alkej-159	75	74	0.06	0.06	NUM
alkej-159	75	75	0.08	0.08	NUM
alkej-159	75	76	0.10	0.10	NUM
alkej-159	75	77	0.12	0.12	NUM
alkej-159	75	78	0.14	0.14	NUM
alkej-159	75	79	0.16	0.16	NUM
alkej-159	75	80	0.18	0.18	NUM
alkej-159	75	81	0.20	0.20	NUM
alkej-159	75	82	0.22	0.22	NUM
alkej-159	75	83	gas	gas	NOUN
alkej-159	75	84	velocity	velocity	NOUN
alkej-159	75	85	(	(	PUNCT
alkej-159	75	86	m	m	NOUN
alkej-159	75	87	/	/	SYM
alkej-159	75	88	s	s	PROPN
alkej-159	75	89	)	)	PUNCT
alkej-159	75	90	0.00	0.00	NUM
alkej-159	75	91	0.02	0.02	NUM
alkej-159	75	92	0.04	0.04	NUM
alkej-159	75	93	0.06	0.06	NUM
alkej-159	75	94	0.08	0.08	NUM
alkej-159	75	95	0.10	0.10	NUM
alkej-159	75	96	0.12	0.12	NUM
alkej-159	75	97	0.14	0.14	NUM
alkej-159	75	98	0.16	0.16	NUM
alkej-159	75	99	m	m	NOUN
alkej-159	75	100	as	as	ADP
alkej-159	75	101	s	s	PRON
alkej-159	75	102	tr	tr	VERB
alkej-159	75	103	an	an	DET
alkej-159	75	104	sf	sf	NOUN
alkej-159	75	105	er	er	INTJ
alkej-159	75	106	c	c	NOUN
alkej-159	75	107	oe	oe	PROPN
alkej-159	75	108	ffi	ffi	PROPN
alkej-159	75	109	c.	c.	PROPN
alkej-159	75	110	(	(	PUNCT
alkej-159	75	111	m	m	PROPN
alkej-159	75	112	2	2	NUM
alkej-159	75	113	/s	/s	NOUN
alkej-159	75	114	)	)	PUNCT
alkej-159	75	115	exp	exp	NOUN
alkej-159	75	116	pred	pre	VERB
alkej-159	75	117	solid	solid	ADJ
alkej-159	75	118	conc	conc	NOUN
alkej-159	75	119	.	.	PUNCT
alkej-159	76	1	75	75	NUM
alkej-159	76	2	kg	kg	NOUN
alkej-159	76	3	/	/	SYM
alkej-159	76	4	m3	m3	PROPN
alkej-159	76	5	solution	solution	NOUN
alkej-159	76	6	conc	conc	VERB
alkej-159	76	7	.	.	PUNCT
alkej-159	76	8	1.5	1.5	NUM
alkej-159	76	9	%	%	NOUN
alkej-159	76	10	system	system	NOUN
alkej-159	76	11	alcohol	alcohol	NOUN
alkej-159	76	12	l	l	PROPN
alkej-159	76	13	/	/	SYM
alkej-159	76	14	d	d	NOUN
alkej-159	76	15	=	=	SYM
alkej-159	76	16	4	4	NUM
alkej-159	76	17	s	s	NOUN
alkej-159	76	18	0.00	0.00	NUM
alkej-159	76	19	0.02	0.02	NUM
alkej-159	76	20	0.04	0.04	NUM
alkej-159	76	21	0.06	0.06	NUM
alkej-159	76	22	0.08	0.08	NUM
alkej-159	76	23	0.10	0.10	NUM
alkej-159	76	24	0.12	0.12	NUM
alkej-159	76	25	0.14	0.14	NUM
alkej-159	76	26	0.16	0.16	NUM
alkej-159	76	27	0.18	0.18	NUM
alkej-159	76	28	0.20	0.20	NUM
alkej-159	76	29	0.22	0.22	NUM
alkej-159	76	30	gas	gas	NOUN
alkej-159	76	31	velocity	velocity	NOUN
alkej-159	76	32	(	(	PUNCT
alkej-159	76	33	m	m	NOUN
alkej-159	76	34	/	/	SYM
alkej-159	76	35	s	s	PROPN
alkej-159	76	36	)	)	PUNCT
alkej-159	76	37	0.00	0.00	NUM
alkej-159	76	38	0.02	0.02	NUM
alkej-159	76	39	0.04	0.04	NUM
alkej-159	76	40	0.06	0.06	NUM
alkej-159	76	41	0.08	0.08	NUM
alkej-159	76	42	0.10	0.10	NUM
alkej-159	76	43	0.12	0.12	NUM
alkej-159	76	44	0.14	0.14	NUM
alkej-159	76	45	m	m	NOUN
alkej-159	76	46	as	as	ADP
alkej-159	76	47	s	s	PRON
alkej-159	76	48	tr	tr	VERB
alkej-159	76	49	an	an	DET
alkej-159	76	50	sf	sf	NOUN
alkej-159	76	51	er	er	INTJ
alkej-159	76	52	c	c	NOUN
alkej-159	76	53	ef	ef	PROPN
alkej-159	76	54	fic	fic	NOUN
alkej-159	76	55	.	.	PUNCT
alkej-159	77	1	(	(	PUNCT
alkej-159	77	2	m	m	PROPN
alkej-159	77	3	2	2	NUM
alkej-159	77	4	/s	/s	NOUN
alkej-159	77	5	)	)	PUNCT
alkej-159	77	6	exp	exp	NOUN
alkej-159	77	7	pred	pre	VERB
alkej-159	77	8	solid	solid	ADJ
alkej-159	77	9	conc	conc	NOUN
alkej-159	77	10	.	.	PUNCT
alkej-159	78	1	50	50	NUM
alkej-159	78	2	kg	kg	NOUN
alkej-159	78	3	/	/	SYM
alkej-159	78	4	m3	m3	PROPN
alkej-159	78	5	solution	solution	NOUN
alkej-159	78	6	conc	conc	VERB
alkej-159	78	7	.	.	PUNCT
alkej-159	79	1	0.3	0.3	NUM
alkej-159	79	2	%	%	NOUN
alkej-159	79	3	system	system	NOUN
alkej-159	79	4	alcohol	alcohol	NOUN
alkej-159	79	5	l	l	PROPN
alkej-159	79	6	/	/	SYM
alkej-159	79	7	d	d	NOUN
alkej-159	79	8	=	=	SYM
alkej-159	79	9	4	4	NUM
alkej-159	79	10	s	s	NOUN
alkej-159	79	11	0.00	0.00	NUM
alkej-159	79	12	0.02	0.02	NUM
alkej-159	79	13	0.04	0.04	NUM
alkej-159	79	14	0.06	0.06	NUM
alkej-159	79	15	0.08	0.08	NUM
alkej-159	79	16	0.10	0.10	NUM
alkej-159	79	17	0.12	0.12	NUM
alkej-159	79	18	0.14	0.14	NUM
alkej-159	79	19	0.16	0.16	NUM
alkej-159	79	20	0.18	0.18	NUM
alkej-159	79	21	0.20	0.20	NUM
alkej-159	79	22	0.22	0.22	NUM
alkej-159	79	23	gas	gas	NOUN
alkej-159	79	24	veloci	veloci	NOUN
alkej-159	79	25	ty	ty	INTJ
alkej-159	79	26	(	(	PUNCT
alkej-159	79	27	m	m	PROPN
alkej-159	79	28	/	/	SYM
alkej-159	79	29	s	s	PROPN
alkej-159	79	30	)	)	PUNCT
alkej-159	79	31	0.00	0.00	NUM
alkej-159	79	32	0.02	0.02	NUM
alkej-159	79	33	0.04	0.04	NUM
alkej-159	79	34	0.06	0.06	NUM
alkej-159	79	35	0.08	0.08	NUM
alkej-159	79	36	0.10	0.10	NUM
alkej-159	79	37	0.12	0.12	NUM
alkej-159	79	38	0.14	0.14	NUM
alkej-159	79	39	0.16	0.16	NUM
alkej-159	79	40	m	m	NOUN
alkej-159	79	41	as	as	ADP
alkej-159	79	42	s	s	PRON
alkej-159	79	43	tr	tr	VERB
alkej-159	79	44	an	an	DET
alkej-159	79	45	sf	sf	NOUN
alkej-159	79	46	er	er	INTJ
alkej-159	79	47	c	c	NOUN
alkej-159	79	48	oe	oe	PROPN
alkej-159	79	49	ffi	ffi	PROPN
alkej-159	79	50	c	c	PROPN
alkej-159	79	51	(	(	PUNCT
alkej-159	79	52	m	m	PROPN
alkej-159	79	53	2	2	NUM
alkej-159	79	54	/s	/s	NOUN
alkej-159	79	55	)	)	PUNCT
alkej-159	79	56	exp	exp	NOUN
alkej-159	79	57	pred	pre	VERB
alkej-159	79	58	solid	solid	ADJ
alkej-159	79	59	conc	conc	NOUN
alkej-159	79	60	.	.	PUNCT
alkej-159	80	1	25	25	NUM
alkej-159	80	2	kg	kg	NOUN
alkej-159	80	3	/	/	SYM
alkej-159	80	4	m3	m3	PROPN
alkej-159	80	5	solution	solution	NOUN
alkej-159	80	6	conc	conc	VERB
alkej-159	80	7	.	.	PUNCT
alkej-159	81	1	0.6	0.6	NUM
alkej-159	81	2	%	%	NOUN
alkej-159	81	3	system	system	NOUN
alkej-159	81	4	alcohol	alcohol	NOUN
alkej-159	81	5	l	l	PROPN
alkej-159	81	6	/	/	SYM
alkej-159	81	7	d	d	NOUN
alkej-159	81	8	=	=	SYM
alkej-159	81	9	4	4	NUM
alkej-159	81	10	velocity	velocity	NOUN
alkej-159	81	11	.	.	PUNCT
alkej-159	82	1	this	this	DET
alkej-159	82	2	increase	increase	NOUN
alkej-159	82	3	of	of	ADP
alkej-159	82	4	kla	kla	NOUN
alkej-159	82	5	can	can	AUX
alkej-159	82	6	be	be	AUX
alkej-159	82	7	observed	observe	VERB
alkej-159	82	8	for	for	ADP
alkej-159	82	9	all	all	DET
alkej-159	82	10	solid	solid	ADJ
alkej-159	82	11	concentrations	concentration	NOUN
alkej-159	82	12	and	and	CCONJ
alkej-159	82	13	liquid	liquid	ADJ
alkej-159	82	14	systems	system	NOUN
alkej-159	82	15	.	.	PUNCT
alkej-159	83	1	these	these	DET
alkej-159	83	2	results	result	NOUN
alkej-159	83	3	pointed	point	VERB
alkej-159	83	4	out	out	ADP
alkej-159	83	5	that	that	SCONJ
alkej-159	83	6	in	in	ADP
alkej-159	83	7	the	the	DET
alkej-159	83	8	churn	churn	NOUN
alkej-159	83	9	-	-	PUNCT
alkej-159	83	10	turbulent	turbulent	ADJ
alkej-159	83	11	regimes	regime	NOUN
alkej-159	83	12	,	,	PUNCT
alkej-159	83	13	as	as	SCONJ
alkej-159	83	14	the	the	DET
alkej-159	83	15	superficial	superficial	ADJ
alkej-159	83	16	gas	gas	NOUN
alkej-159	83	17	velocity	velocity	NOUN
alkej-159	83	18	increases	increase	VERB
alkej-159	83	19	the	the	DET
alkej-159	83	20	overall	overall	ADJ
alkej-159	83	21	mass	mass	ADJ
alkej-159	83	22	transfer	transfer	NOUN
alkej-159	83	23	coefficient	coefficient	NOUN
alkej-159	83	24	increases	increase	VERB
alkej-159	83	25	due	due	ADJ
alkej-159	83	26	to	to	ADP
alkej-159	83	27	the	the	DET
alkej-159	83	28	large	large	ADJ
alkej-159	83	29	bubble	bubble	NOUN
alkej-159	83	30	holdup	holdup	NOUN
alkej-159	83	31	increase	increase	NOUN
alkej-159	83	32	.	.	PUNCT
alkej-159	84	1	in	in	ADP
alkej-159	84	2	bubbly	bubbly	ADJ
alkej-159	84	3	flow	flow	NOUN
alkej-159	84	4	regime	regime	NOUN
alkej-159	84	5	,	,	PUNCT
alkej-159	84	6	number	number	NOUN
alkej-159	84	7	of	of	ADP
alkej-159	84	8	bubbles	bubble	NOUN
alkej-159	84	9	increases	increase	NOUN
alkej-159	84	10	with	with	ADP
alkej-159	84	11	increasing	increase	VERB
alkej-159	84	12	superficial	superficial	ADJ
alkej-159	84	13	gas	gas	NOUN
alkej-159	84	14	velocity	velocity	NOUN
alkej-159	84	15	leading	lead	VERB
alkej-159	84	16	to	to	PART
alkej-159	84	17	increase	increase	VERB
alkej-159	84	18	the	the	DET
alkej-159	84	19	gas	gas	NOUN
alkej-159	84	20	-	-	PUNCT
alkej-159	84	21	liquid	liquid	ADJ
alkej-159	84	22	interfacial	interfacial	ADJ
alkej-159	84	23	area	area	NOUN
alkej-159	84	24	.	.	PUNCT
alkej-159	85	1	fig	fig	NOUN
alkej-159	85	2	.	.	PUNCT
alkej-159	86	1	7	7	X
alkej-159	86	2	.	.	X
alkej-159	86	3	the	the	DET
alkej-159	86	4	relation	relation	NOUN
alkej-159	86	5	between	between	ADP
alkej-159	86	6	gas	gas	NOUN
alkej-159	86	7	velocity	velocity	NOUN
alkej-159	86	8	and	and	CCONJ
alkej-159	86	9	volumetric	volumetric	NOUN
alkej-159	86	10	mass	mass	NOUN
alkej-159	86	11	transfer	transfer	NOUN
alkej-159	86	12	coefficient	coefficient	NOUN
alkej-159	86	13	for	for	ADP
alkej-159	86	14	alcohol	alcohol	NOUN
alkej-159	86	15	system	system	NOUN
alkej-159	86	16	,	,	PUNCT
alkej-159	86	17	75	75	NUM
alkej-159	86	18	kg	kg	NOUN
alkej-159	86	19	/	/	SYM
alkej-159	86	20	m3	m3	PROPN
alkej-159	86	21	solid	solid	ADJ
alkej-159	86	22	concentration	concentration	NOUN
alkej-159	86	23	.	.	PUNCT
alkej-159	87	1	fig	fig	NOUN
alkej-159	87	2	.	.	PUNCT
alkej-159	88	1	8	8	X
alkej-159	88	2	.	.	PUNCT
alkej-159	89	1	the	the	DET
alkej-159	89	2	relation	relation	NOUN
alkej-159	89	3	between	between	ADP
alkej-159	89	4	gas	gas	NOUN
alkej-159	89	5	velocity	velocity	NOUN
alkej-159	89	6	and	and	CCONJ
alkej-159	89	7	volumetric	volumetric	NOUN
alkej-159	89	8	mass	mass	NOUN
alkej-159	89	9	transfer	transfer	NOUN
alkej-159	89	10	coefficient	coefficient	NOUN
alkej-159	89	11	for	for	ADP
alkej-159	89	12	alcohol	alcohol	NOUN
alkej-159	89	13	system	system	NOUN
alkej-159	89	14	,	,	PUNCT
alkej-159	89	15	50	50	NUM
alkej-159	89	16	kg	kg	NOUN
alkej-159	89	17	/	/	SYM
alkej-159	89	18	m3	m3	PROPN
alkej-159	89	19	solid	solid	ADJ
alkej-159	89	20	concentration	concentration	NOUN
alkej-159	89	21	.	.	PUNCT
alkej-159	90	1	these	these	DET
alkej-159	90	2	results	result	NOUN
alkej-159	90	3	are	be	AUX
alkej-159	90	4	in	in	ADP
alkej-159	90	5	agreement	agreement	NOUN
alkej-159	90	6	with	with	ADP
alkej-159	90	7	krishna	krishna	PROPN
alkej-159	90	8	and	and	CCONJ
alkej-159	90	9	van	van	PROPN
alkej-159	90	10	baten	baten	PROPN
alkej-159	90	11	(	(	PUNCT
alkej-159	90	12	2003	2003	NUM
alkej-159	90	13	)	)	PUNCT
alkej-159	91	1	[	[	X
alkej-159	91	2	8	8	NUM
alkej-159	91	3	]	]	PUNCT
alkej-159	91	4	and	and	CCONJ
alkej-159	91	5	verma	verma	PROPN
alkej-159	91	6	and	and	CCONJ
alkej-159	91	7	rai	rai	X
alkej-159	91	8	(	(	PUNCT
alkej-159	91	9	2003	2003	NUM
alkej-159	91	10	)	)	PUNCT
alkej-159	92	1	[	[	X
alkej-159	92	2	9	9	NUM
alkej-159	92	3	]	]	PUNCT
alkej-159	92	4	.	.	PUNCT
alkej-159	93	1	these	these	DET
alkej-159	93	2	figures	figure	NOUN
alkej-159	93	3	compare	compare	VERB
alkej-159	93	4	the	the	DET
alkej-159	93	5	predictions	prediction	NOUN
alkej-159	93	6	of	of	ADP
alkej-159	93	7	the	the	DET
alkej-159	93	8	proposed	propose	VERB
alkej-159	93	9	simulation	simulation	NOUN
alkej-159	93	10	with	with	ADP
alkej-159	93	11	the	the	DET
alkej-159	93	12	experimental	experimental	ADJ
alkej-159	93	13	data	datum	NOUN
alkej-159	93	14	.	.	PUNCT
alkej-159	94	1	it	it	PRON
alkej-159	94	2	can	can	AUX
alkej-159	94	3	be	be	AUX
alkej-159	94	4	seen	see	VERB
alkej-159	94	5	that	that	SCONJ
alkej-159	94	6	the	the	DET
alkej-159	94	7	proposed	propose	VERB
alkej-159	94	8	ann	ann	PROPN
alkej-159	94	9	correlation	correlation	NOUN
alkej-159	94	10	agrees	agree	VERB
alkej-159	94	11	reasonably	reasonably	ADV
alkej-159	94	12	with	with	ADP
alkej-159	94	13	the	the	DET
alkej-159	94	14	experimental	experimental	ADJ
alkej-159	94	15	data	datum	NOUN
alkej-159	94	16	.	.	PUNCT
alkej-159	95	1	fig	fig	NOUN
alkej-159	95	2	.	.	PUNCT
alkej-159	96	1	9	9	X
alkej-159	96	2	.	.	X
alkej-159	96	3	the	the	DET
alkej-159	96	4	relation	relation	NOUN
alkej-159	96	5	between	between	ADP
alkej-159	96	6	gas	gas	NOUN
alkej-159	96	7	velocity	velocity	NOUN
alkej-159	96	8	and	and	CCONJ
alkej-159	96	9	volumetric	volumetric	NOUN
alkej-159	96	10	mass	mass	NOUN
alkej-159	96	11	transfer	transfer	NOUN
alkej-159	96	12	coefficient	coefficient	NOUN
alkej-159	96	13	for	for	ADP
alkej-159	96	14	alcohol	alcohol	NOUN
alkej-159	96	15	system	system	NOUN
alkej-159	96	16	,	,	PUNCT
alkej-159	96	17	25	25	NUM
alkej-159	96	18	kg	kg	NOUN
alkej-159	96	19	/	/	SYM
alkej-159	96	20	m3	m3	PROPN
alkej-159	96	21	solid	solid	ADJ
alkej-159	96	22	concentration	concentration	NOUN
alkej-159	96	23	.	.	PUNCT
alkej-159	97	1	fig	fig	NOUN
alkej-159	97	2	.	.	PUNCT
alkej-159	98	1	10	10	NUM
alkej-159	98	2	.	.	PUNCT
alkej-159	99	1	the	the	DET
alkej-159	99	2	relation	relation	NOUN
alkej-159	99	3	between	between	ADP
alkej-159	99	4	gas	gas	NOUN
alkej-159	99	5	velocity	velocity	NOUN
alkej-159	99	6	and	and	CCONJ
alkej-159	99	7	volumetric	volumetric	NOUN
alkej-159	99	8	mass	mass	NOUN
alkej-159	99	9	transfer	transfer	NOUN
alkej-159	99	10	coefficient	coefficient	NOUN
alkej-159	99	11	for	for	ADP
alkej-159	99	12	glycerin	glycerin	NOUN
alkej-159	99	13	system	system	NOUN
alkej-159	99	14	,	,	PUNCT
alkej-159	99	15	100	100	NUM
alkej-159	99	16	kg	kg	NOUN
alkej-159	99	17	/	/	SYM
alkej-159	99	18	m3	m3	PROPN
alkej-159	99	19	solid	solid	ADJ
alkej-159	99	20	concentration	concentration	NOUN
alkej-159	99	21	.	.	PUNCT
alkej-159	100	1	m	m	VERB
alkej-159	100	2	as	as	ADP
alkej-159	100	3	s	s	PROPN
alkej-159	100	4	t	t	X
alkej-159	100	5	ra	ra	PROPN
alkej-159	100	6	ns	ns	NUM
alkej-159	100	7	fe	fe	INTJ
alkej-159	101	1	r	r	NOUN
alkej-159	101	2	c	c	PROPN
alkej-159	101	3	oe	oe	INTJ
alkej-159	101	4	ff	ff	INTJ
alkej-159	101	5	ic	ic	INTJ
alkej-159	101	6	ie	ie	PROPN
alkej-159	101	7	nt	not	PART
alkej-159	101	8	(	(	PUNCT
alkej-159	101	9	s	s	NOUN
alkej-159	101	10	-1	-1	PUNCT
alkej-159	101	11	)	)	PUNCT
alkej-159	101	12	m	m	VERB
alkej-159	101	13	as	as	ADP
alkej-159	101	14	s	s	PROPN
alkej-159	101	15	t	t	X
alkej-159	101	16	ra	ra	PROPN
alkej-159	101	17	ns	ns	NUM
alkej-159	101	18	fe	fe	INTJ
alkej-159	102	1	r	r	NOUN
alkej-159	102	2	c	c	PROPN
alkej-159	102	3	oe	oe	INTJ
alkej-159	102	4	ff	ff	INTJ
alkej-159	102	5	ic	ic	INTJ
alkej-159	102	6	ie	ie	PROPN
alkej-159	102	7	nt	not	PART
alkej-159	102	8	(	(	PUNCT
alkej-159	102	9	s	s	NOUN
alkej-159	102	10	-1	-1	PUNCT
alkej-159	102	11	)	)	PUNCT
alkej-159	102	12	m	m	VERB
alkej-159	102	13	as	as	ADP
alkej-159	102	14	s	s	PROPN
alkej-159	102	15	t	t	X
alkej-159	102	16	ra	ra	PROPN
alkej-159	102	17	ns	ns	NUM
alkej-159	102	18	fe	fe	INTJ
alkej-159	103	1	r	r	NOUN
alkej-159	103	2	c	c	PROPN
alkej-159	103	3	oe	oe	INTJ
alkej-159	103	4	ff	ff	INTJ
alkej-159	103	5	ic	ic	INTJ
alkej-159	103	6	ie	ie	PROPN
alkej-159	103	7	nt	not	PART
alkej-159	103	8	(	(	PUNCT
alkej-159	103	9	s	s	NOUN
alkej-159	103	10	-1	-1	PUNCT
alkej-159	103	11	)	)	PUNCT
alkej-159	103	12	m	m	VERB
alkej-159	103	13	as	as	ADP
alkej-159	103	14	s	s	PROPN
alkej-159	103	15	t	t	X
alkej-159	103	16	ra	ra	PROPN
alkej-159	103	17	ns	ns	NUM
alkej-159	103	18	fe	fe	INTJ
alkej-159	104	1	r	r	NOUN
alkej-159	104	2	c	c	PROPN
alkej-159	104	3	oe	oe	INTJ
alkej-159	104	4	ff	ff	INTJ
alkej-159	104	5	ic	ic	INTJ
alkej-159	104	6	ie	ie	PROPN
alkej-159	104	7	nt	not	PART
alkej-159	104	8	(	(	PUNCT
alkej-159	104	9	s	s	NOUN
alkej-159	104	10	-1	-1	PUNCT
alkej-159	104	11	)	)	PUNCT
alkej-159	105	1	0.00	0.00	NUM
alkej-159	105	2	0.02	0.02	NUM
alkej-159	105	3	0.04	0.04	NUM
alkej-159	105	4	0.06	0.06	NUM
alkej-159	105	5	0.08	0.08	NUM
alkej-159	105	6	0.10	0.10	NUM
alkej-159	105	7	0.12	0.12	NUM
alkej-159	105	8	0.14	0.14	NUM
alkej-159	105	9	0.16	0.16	NUM
alkej-159	105	10	0.18	0.18	NUM
alkej-159	105	11	0.20	0.20	NUM
alkej-159	105	12	0.22	0.22	NUM
alkej-159	105	13	gas	gas	NOUN
alkej-159	105	14	velocity	velocity	NOUN
alkej-159	105	15	(	(	PUNCT
alkej-159	105	16	m	m	NOUN
alkej-159	105	17	/	/	SYM
alkej-159	105	18	s	s	PART
alkej-159	105	19	)	)	PUNCT
alkej-159	105	20	-0.005	-0.005	PUNCT
alkej-159	105	21	0.000	0.000	NUM
alkej-159	105	22	0.005	0.005	NUM
alkej-159	105	23	0.010	0.010	NUM
alkej-159	105	24	0.015	0.015	NUM
alkej-159	105	25	0.020	0.020	NUM
alkej-159	105	26	0.025	0.025	NUM
alkej-159	105	27	0.030	0.030	NUM
alkej-159	105	28	0.035	0.035	NUM
alkej-159	105	29	m	m	NOUN
alkej-159	105	30	as	as	ADP
alkej-159	105	31	s	s	PRON
alkej-159	105	32	tr	tr	VERB
alkej-159	105	33	an	an	DET
alkej-159	105	34	sf	sf	NOUN
alkej-159	105	35	er	er	INTJ
alkej-159	105	36	c	c	PROPN
alkej-159	105	37	oe	oe	PROPN
alkej-159	105	38	ffi	ffi	PROPN
alkej-159	105	39	.	.	PUNCT
alkej-159	106	1	(	(	PUNCT
alkej-159	106	2	m	m	PROPN
alkej-159	106	3	2	2	NUM
alkej-159	106	4	/s	/s	NOUN
alkej-159	106	5	)	)	PUNCT
alkej-159	106	6	exp	exp	NOUN
alkej-159	106	7	pred	pre	VERB
alkej-159	106	8	solid	solid	ADJ
alkej-159	106	9	conc	conc	NOUN
alkej-159	106	10	.	.	PUNCT
alkej-159	107	1	100	100	NUM
alkej-159	107	2	kg	kg	NOUN
alkej-159	107	3	/	/	SYM
alkej-159	107	4	m3	m3	PROPN
alkej-159	107	5	solution	solution	NOUN
alkej-159	107	6	conc	conc	VERB
alkej-159	107	7	.	.	PUNCT
alkej-159	107	8	0.5	0.5	NUM
alkej-159	107	9	%	%	NOUN
alkej-159	107	10	system	system	NOUN
alkej-159	107	11	:	:	PUNCT
alkej-159	107	12	glyceren	glyceren	PROPN
alkej-159	107	13	l	l	PROPN
alkej-159	107	14	/	/	SYM
alkej-159	108	1	d	d	NOUN
alkej-159	108	2	=	=	SYM
alkej-159	108	3	4	4	NUM
alkej-159	108	4	s	s	NOUN
alkej-159	108	5	m	m	NOUN
alkej-159	108	6	as	as	ADP
alkej-159	108	7	s	s	PROPN
alkej-159	108	8	t	t	X
alkej-159	108	9	ra	ra	PROPN
alkej-159	108	10	ns	ns	NUM
alkej-159	108	11	fe	fe	INTJ
alkej-159	108	12	r	r	NOUN
alkej-159	108	13	c	c	PROPN
alkej-159	108	14	oe	oe	PROPN
alkej-159	108	15	ffi	ffi	PROPN
alkej-159	108	16	ci	ci	PROPN
alkej-159	108	17	en	en	PROPN
alkej-159	108	18	t	t	PROPN
alkej-159	108	19	(	(	PUNCT
alkej-159	108	20	s-1	s-1	PROPN
alkej-159	108	21	)	)	PUNCT
alkej-159	108	22	safa	safa	PROPN
alkej-159	108	23	a.	a.	PROPN
alkej-159	108	24	al	al	PROPN
alkej-159	108	25	-	-	PROPN
alkej-159	108	26	naimi	naimi	PROPN
alkej-159	108	27	al	al	PROPN
alkej-159	108	28	-	-	PUNCT
alkej-159	108	29	khwarizmi	khwarizmi	PROPN
alkej-159	108	30	engineering	engineering	NOUN
alkej-159	108	31	journal	journal	PROPN
alkej-159	108	32	,	,	PUNCT
alkej-159	108	33	vol	vol	NOUN
alkej-159	108	34	.	.	NOUN
alkej-159	108	35	9	9	NUM
alkej-159	108	36	,	,	PUNCT
alkej-159	108	37	no.1	no.1	NUM
alkej-159	108	38	,	,	PUNCT
alkej-159	108	39	p.p	p.p	PROPN
alkej-159	108	40	.	.	PROPN
alkej-159	108	41	60	60	NUM
alkej-159	108	42	-	-	SYM
alkej-159	108	43	70	70	NUM
alkej-159	108	44	(	(	PUNCT
alkej-159	108	45	2013	2013	NUM
alkej-159	108	46	)	)	PUNCT
alkej-159	108	47	66	66	NUM
alkej-159	108	48	0.00	0.00	NUM
alkej-159	108	49	0.05	0.05	NUM
alkej-159	108	50	0.10	0.10	NUM
alkej-159	108	51	0.15	0.15	NUM
alkej-159	108	52	0.20	0.20	NUM
alkej-159	108	53	0.25	0.25	NUM
alkej-159	108	54	0.30	0.30	NUM
alkej-159	108	55	0.35	0.35	NUM
alkej-159	108	56	0.40	0.40	NUM
alkej-159	108	57	0.45	0.45	NUM
alkej-159	108	58	0.50	0.50	NUM
alkej-159	108	59	gas	gas	NOUN
alkej-159	108	60	holdup	holdup	NOUN
alkej-159	108	61	0.00	0.00	NUM
alkej-159	108	62	0.02	0.02	NUM
alkej-159	108	63	0.04	0.04	NUM
alkej-159	108	64	0.06	0.06	NUM
alkej-159	108	65	0.08	0.08	NUM
alkej-159	108	66	0.10	0.10	NUM
alkej-159	108	67	0.12	0.12	NUM
alkej-159	108	68	0.14	0.14	NUM
alkej-159	108	69	0.16	0.16	NUM
alkej-159	108	70	m	m	NOUN
alkej-159	108	71	as	as	ADP
alkej-159	108	72	s	s	PRON
alkej-159	108	73	tr	tr	VERB
alkej-159	108	74	an	an	DET
alkej-159	108	75	sf	sf	NOUN
alkej-159	109	1	er	er	INTJ
alkej-159	109	2	c	c	NOUN
alkej-159	109	3	oe	oe	PROPN
alkej-159	109	4	ffi	ffi	PROPN
alkej-159	109	5	c	c	PROPN
alkej-159	109	6	(	(	PUNCT
alkej-159	109	7	m	m	PROPN
alkej-159	109	8	2	2	NUM
alkej-159	109	9	/s	/s	NOUN
alkej-159	109	10	)	)	PUNCT
alkej-159	109	11	mass	mass	PROPN
alkej-159	109	12	exp	exp	NOUN
alkej-159	109	13	mass	mass	NOUN
alkej-159	109	14	pred	pre	VERB
alkej-159	109	15	solid	solid	ADJ
alkej-159	109	16	conc	conc	NOUN
alkej-159	109	17	.	.	PUNCT
alkej-159	110	1	75	75	NUM
alkej-159	110	2	kg	kg	NOUN
alkej-159	110	3	/	/	SYM
alkej-159	110	4	m3	m3	PROPN
alkej-159	110	5	soulation	soulation	NOUN
alkej-159	110	6	conc	conc	VERB
alkej-159	110	7	0.3	0.3	NUM
alkej-159	110	8	-	-	SYM
alkej-159	110	9	1.5	1.5	NUM
alkej-159	110	10	%	%	NOUN
alkej-159	110	11	system	system	NOUN
alkej-159	110	12	:	:	PUNCT
alkej-159	110	13	alcohol	alcohol	NOUN
alkej-159	110	14	l	l	PROPN
alkej-159	110	15	/	/	SYM
alkej-159	111	1	d	d	NOUN
alkej-159	111	2	=	=	SYM
alkej-159	111	3	4	4	NUM
alkej-159	111	4	s	s	NOUN
alkej-159	111	5	0.00	0.00	NUM
alkej-159	111	6	0.05	0.05	NUM
alkej-159	111	7	0.10	0.10	NUM
alkej-159	111	8	0.15	0.15	NUM
alkej-159	111	9	0.20	0.20	NUM
alkej-159	111	10	0.25	0.25	NUM
alkej-159	111	11	0.30	0.30	NUM
alkej-159	111	12	0.35	0.35	NUM
alkej-159	111	13	0.40	0.40	NUM
alkej-159	111	14	gas	gas	NOUN
alkej-159	111	15	holdup	holdup	NOUN
alkej-159	111	16	0.00	0.00	NUM
alkej-159	111	17	0.02	0.02	NUM
alkej-159	111	18	0.04	0.04	NUM
alkej-159	111	19	0.06	0.06	NUM
alkej-159	111	20	0.08	0.08	NUM
alkej-159	111	21	0.10	0.10	NUM
alkej-159	111	22	0.12	0.12	NUM
alkej-159	111	23	m	m	NOUN
alkej-159	111	24	as	as	ADP
alkej-159	111	25	s	s	PRON
alkej-159	111	26	tr	tr	VERB
alkej-159	111	27	an	an	DET
alkej-159	111	28	sf	sf	NOUN
alkej-159	112	1	er	er	INTJ
alkej-159	112	2	c	c	NOUN
alkej-159	112	3	oe	oe	PROPN
alkej-159	112	4	ffi	ffi	PROPN
alkej-159	112	5	c	c	PROPN
alkej-159	112	6	(	(	PUNCT
alkej-159	112	7	m	m	PROPN
alkej-159	112	8	2	2	NUM
alkej-159	112	9	/s	/s	NOUN
alkej-159	112	10	)	)	PUNCT
alkej-159	112	11	mass	mass	PROPN
alkej-159	112	12	exp	exp	NOUN
alkej-159	112	13	mass	mass	NOUN
alkej-159	112	14	pred	pre	VERB
alkej-159	112	15	solid	solid	ADJ
alkej-159	112	16	conc	conc	NOUN
alkej-159	112	17	.	.	PUNCT
alkej-159	112	18	0	0	NUM
alkej-159	113	1	kg	kg	X
alkej-159	113	2	/	/	SYM
alkej-159	113	3	m3	m3	PROPN
alkej-159	113	4	soulation	soulation	NOUN
alkej-159	113	5	conc	conc	VERB
alkej-159	113	6	0	0	NUM
alkej-159	113	7	%	%	NOUN
alkej-159	113	8	system	system	NOUN
alkej-159	113	9	:	:	PUNCT
alkej-159	113	10	water	water	NOUN
alkej-159	113	11	l	l	NOUN
alkej-159	113	12	/	/	SYM
alkej-159	113	13	d	d	NOUN
alkej-159	113	14	=	=	SYM
alkej-159	113	15	4	4	NUM
alkej-159	113	16	s	s	NOUN
alkej-159	113	17	4.2	4.2	NUM
alkej-159	113	18	.	.	PUNCT
alkej-159	114	1	effect	effect	NOUN
alkej-159	114	2	of	of	ADP
alkej-159	114	3	gas	gas	NOUN
alkej-159	114	4	holdup	holdup	NOUN
alkej-159	114	5	figures	figure	VERB
alkej-159	114	6	11	11	NUM
alkej-159	114	7	to	to	PART
alkej-159	114	8	13	13	NUM
alkej-159	114	9	show	show	VERB
alkej-159	114	10	a	a	DET
alkej-159	114	11	comparison	comparison	NOUN
alkej-159	114	12	between	between	ADP
alkej-159	114	13	the	the	DET
alkej-159	114	14	predictions	prediction	NOUN
alkej-159	114	15	obtained	obtain	VERB
alkej-159	114	16	using	use	VERB
alkej-159	114	17	the	the	DET
alkej-159	114	18	ann	ann	PROPN
alkej-159	114	19	correlation	correlation	NOUN
alkej-159	114	20	and	and	CCONJ
alkej-159	114	21	experimental	experimental	ADJ
alkej-159	114	22	data	datum	NOUN
alkej-159	114	23	for	for	ADP
alkej-159	114	24	air	air	NOUN
alkej-159	114	25	-	-	PUNCT
alkej-159	114	26	water	water	NOUN
alkej-159	114	27	and	and	CCONJ
alkej-159	114	28	air	air	NOUN
alkej-159	114	29	-	-	PUNCT
alkej-159	114	30	alcohol	alcohol	NOUN
alkej-159	114	31	systems	system	NOUN
alkej-159	114	32	at	at	ADP
alkej-159	114	33	different	different	ADJ
alkej-159	114	34	solid	solid	ADJ
alkej-159	114	35	concentrations	concentration	NOUN
alkej-159	114	36	and	and	CCONJ
alkej-159	114	37	gas	gas	NOUN
alkej-159	114	38	velocity	velocity	NOUN
alkej-159	114	39	.	.	PUNCT
alkej-159	115	1	the	the	DET
alkej-159	115	2	trend	trend	NOUN
alkej-159	115	3	shown	show	VERB
alkej-159	115	4	by	by	ADP
alkej-159	115	5	the	the	DET
alkej-159	115	6	ann	ann	PROPN
alkej-159	115	7	correlation	correlation	NOUN
alkej-159	115	8	is	be	AUX
alkej-159	115	9	in	in	ADP
alkej-159	115	10	a	a	DET
alkej-159	115	11	good	good	ADJ
alkej-159	115	12	agreement	agreement	NOUN
alkej-159	115	13	with	with	ADP
alkej-159	115	14	experimental	experimental	ADJ
alkej-159	115	15	work	work	NOUN
alkej-159	115	16	.	.	PUNCT
alkej-159	116	1	these	these	DET
alkej-159	116	2	figures	figure	NOUN
alkej-159	116	3	show	show	VERB
alkej-159	116	4	that	that	SCONJ
alkej-159	116	5	,	,	PUNCT
alkej-159	116	6	the	the	DET
alkej-159	116	7	volumetric	volumetric	ADJ
alkej-159	116	8	mass	mass	NOUN
alkej-159	116	9	transfer	transfer	NOUN
alkej-159	116	10	coefficient	coefficient	NOUN
alkej-159	116	11	kla	kla	NOUN
alkej-159	116	12	increases	increase	VERB
alkej-159	116	13	with	with	ADP
alkej-159	116	14	increasing	increase	VERB
alkej-159	116	15	gas	gas	NOUN
alkej-159	116	16	holdup	holdup	NOUN
alkej-159	116	17	.	.	PUNCT
alkej-159	117	1	these	these	DET
alkej-159	117	2	results	result	NOUN
alkej-159	117	3	pointed	point	VERB
alkej-159	117	4	out	out	ADP
alkej-159	117	5	that	that	SCONJ
alkej-159	117	6	higher	high	ADJ
alkej-159	117	7	gas	gas	NOUN
alkej-159	117	8	holdup	holdup	NOUN
alkej-159	117	9	led	lead	VERB
alkej-159	117	10	to	to	PART
alkej-159	117	11	increase	increase	VERB
alkej-159	117	12	gas	gas	NOUN
alkej-159	117	13	-	-	PUNCT
alkej-159	117	14	liquid	liquid	ADJ
alkej-159	117	15	interfacial	interfacial	ADJ
alkej-159	117	16	areas	area	NOUN
alkej-159	117	17	leading	lead	VERB
alkej-159	117	18	to	to	ADP
alkej-159	117	19	a	a	DET
alkej-159	117	20	higher	high	ADJ
alkej-159	117	21	mass	mass	NOUN
alkej-159	117	22	transfer	transfer	NOUN
alkej-159	117	23	coefficient	coefficient	NOUN
alkej-159	117	24	kla	kla	PROPN
alkej-159	117	25	.	.	PUNCT
alkej-159	118	1	fig	fig	NOUN
alkej-159	118	2	.	.	PUNCT
alkej-159	119	1	11	11	NUM
alkej-159	119	2	.	.	PUNCT
alkej-159	120	1	the	the	DET
alkej-159	120	2	comparison	comparison	NOUN
alkej-159	120	3	between	between	ADP
alkej-159	120	4	ann	ann	PROPN
alkej-159	120	5	correlation	correlation	NOUN
alkej-159	120	6	and	and	CCONJ
alkej-159	120	7	experimental	experimental	ADJ
alkej-159	120	8	data	datum	NOUN
alkej-159	120	9	for	for	ADP
alkej-159	120	10	air	air	NOUN
alkej-159	120	11	-	-	PUNCT
alkej-159	120	12	alcohol	alcohol	NOUN
alkej-159	120	13	system	system	NOUN
alkej-159	120	14	at	at	ADP
alkej-159	120	15	75	75	NUM
alkej-159	120	16	kg	kg	NOUN
alkej-159	120	17	/	/	SYM
alkej-159	120	18	m3	m3	PROPN
alkej-159	120	19	solid	solid	ADJ
alkej-159	120	20	concentration	concentration	NOUN
alkej-159	120	21	.	.	PUNCT
alkej-159	121	1	fig	fig	NOUN
alkej-159	121	2	.	.	PUNCT
alkej-159	122	1	12	12	NUM
alkej-159	122	2	.	.	PUNCT
alkej-159	123	1	the	the	DET
alkej-159	123	2	comparison	comparison	NOUN
alkej-159	123	3	between	between	ADP
alkej-159	123	4	ann	ann	PROPN
alkej-159	123	5	correlation	correlation	NOUN
alkej-159	123	6	and	and	CCONJ
alkej-159	123	7	experimental	experimental	ADJ
alkej-159	123	8	data	datum	NOUN
alkej-159	123	9	for	for	ADP
alkej-159	123	10	air	air	NOUN
alkej-159	123	11	-	-	PUNCT
alkej-159	123	12	alcohol	alcohol	NOUN
alkej-159	123	13	system	system	NOUN
alkej-159	123	14	at	at	ADP
alkej-159	123	15	50	50	NUM
alkej-159	123	16	kg	kg	NOUN
alkej-159	123	17	/	/	SYM
alkej-159	123	18	m3	m3	PROPN
alkej-159	123	19	solid	solid	ADJ
alkej-159	123	20	concentration	concentration	NOUN
alkej-159	123	21	.	.	PUNCT
alkej-159	124	1	fig	fig	NOUN
alkej-159	124	2	.	.	PUNCT
alkej-159	125	1	13	13	NUM
alkej-159	125	2	.	.	PUNCT
alkej-159	126	1	the	the	DET
alkej-159	126	2	comparison	comparison	NOUN
alkej-159	126	3	between	between	ADP
alkej-159	126	4	ann	ann	PROPN
alkej-159	126	5	correlation	correlation	NOUN
alkej-159	126	6	and	and	CCONJ
alkej-159	126	7	experimental	experimental	ADJ
alkej-159	126	8	data	datum	NOUN
alkej-159	126	9	for	for	ADP
alkej-159	126	10	air	air	NOUN
alkej-159	126	11	-	-	PUNCT
alkej-159	126	12	water	water	NOUN
alkej-159	126	13	system	system	NOUN
alkej-159	126	14	.	.	PUNCT
alkej-159	127	1	4.3	4.3	NUM
alkej-159	127	2	.	.	PUNCT
alkej-159	127	3	effect	effect	NOUN
alkej-159	127	4	of	of	ADP
alkej-159	127	5	solid	solid	ADJ
alkej-159	127	6	concentration	concentration	NOUN
alkej-159	127	7	the	the	DET
alkej-159	127	8	experiments	experiment	NOUN
alkej-159	127	9	performed	perform	VERB
alkej-159	127	10	with	with	ADP
alkej-159	127	11	addition	addition	NOUN
alkej-159	127	12	of	of	ADP
alkej-159	127	13	solid	solid	ADJ
alkej-159	127	14	showed	show	VERB
alkej-159	127	15	that	that	SCONJ
alkej-159	127	16	,	,	PUNCT
alkej-159	127	17	the	the	DET
alkej-159	127	18	volumetric	volumetric	ADJ
alkej-159	127	19	mass	mass	NOUN
alkej-159	127	20	transfer	transfer	NOUN
alkej-159	127	21	coefficient	coefficient	NOUN
alkej-159	127	22	kla	kla	NOUN
alkej-159	127	23	decreases	decrease	VERB
alkej-159	127	24	with	with	ADP
alkej-159	127	25	increasing	increase	VERB
alkej-159	127	26	solid	solid	ADJ
alkej-159	127	27	concentration	concentration	NOUN
alkej-159	127	28	as	as	SCONJ
alkej-159	127	29	shown	show	VERB
alkej-159	127	30	in	in	ADP
alkej-159	127	31	fig	fig	NOUN
alkej-159	127	32	.	.	PUNCT
alkej-159	128	1	14	14	NUM
alkej-159	128	2	,	,	PUNCT
alkej-159	128	3	15	15	NUM
alkej-159	128	4	and	and	CCONJ
alkej-159	128	5	16	16	NUM
alkej-159	128	6	,	,	PUNCT
alkej-159	128	7	whereas	whereas	SCONJ
alkej-159	128	8	,	,	PUNCT
alkej-159	128	9	the	the	DET
alkej-159	128	10	gas	gas	NOUN
alkej-159	128	11	-	-	PUNCT
alkej-159	128	12	liquid	liquid	ADJ
alkej-159	128	13	interfacial	interfacial	ADJ
alkej-159	128	14	area	area	NOUN
alkej-159	128	15	decreases	decrease	VERB
alkej-159	128	16	with	with	ADP
alkej-159	128	17	increasing	increase	VERB
alkej-159	128	18	solid	solid	ADJ
alkej-159	128	19	concentration	concentration	NOUN
alkej-159	128	20	.	.	PUNCT
alkej-159	129	1	the	the	DET
alkej-159	129	2	decrease	decrease	NOUN
alkej-159	129	3	of	of	ADP
alkej-159	129	4	mass	mass	ADJ
alkej-159	129	5	transfer	transfer	NOUN
alkej-159	129	6	coefficient	coefficient	NOUN
alkej-159	129	7	with	with	ADP
alkej-159	129	8	increasing	increase	VERB
alkej-159	129	9	solid	solid	ADJ
alkej-159	129	10	concentration	concentration	NOUN
alkej-159	129	11	is	be	AUX
alkej-159	129	12	attributed	attribute	VERB
alkej-159	129	13	to	to	ADP
alkej-159	129	14	decrease	decrease	NOUN
alkej-159	129	15	of	of	ADP
alkej-159	129	16	small	small	ADJ
alkej-159	129	17	bubble	bubble	NOUN
alkej-159	129	18	and	and	CCONJ
alkej-159	129	19	increase	increase	VERB
alkej-159	129	20	large	large	ADJ
alkej-159	129	21	bubble	bubble	NOUN
alkej-159	129	22	size	size	NOUN
alkej-159	129	23	due	due	ADP
alkej-159	129	24	to	to	ADP
alkej-159	129	25	the	the	DET
alkej-159	129	26	bubble	bubble	NOUN
alkej-159	129	27	coalescence	coalescence	NOUN
alkej-159	129	28	tendencies	tendency	NOUN
alkej-159	129	29	and	and	CCONJ
alkej-159	129	30	they	they	PRON
alkej-159	129	31	limited	limit	VERB
alkej-159	129	32	the	the	DET
alkej-159	129	33	mass	mass	NOUN
alkej-159	129	34	transfer	transfer	NOUN
alkej-159	129	35	coefficient	coefficient	NOUN
alkej-159	129	36	.	.	PUNCT
alkej-159	130	1	these	these	DET
alkej-159	130	2	results	result	NOUN
alkej-159	130	3	are	be	AUX
alkej-159	130	4	in	in	ADP
alkej-159	130	5	agreement	agreement	NOUN
alkej-159	130	6	with	with	ADP
alkej-159	130	7	vandu	vandu	NOUN
alkej-159	130	8	and	and	CCONJ
alkej-159	130	9	krishna	krishna	PROPN
alkej-159	130	10	(	(	PUNCT
alkej-159	130	11	2004	2004	NUM
alkej-159	130	12	)	)	PUNCT
alkej-159	131	1	[	[	X
alkej-159	131	2	10	10	NUM
alkej-159	131	3	]	]	PUNCT
alkej-159	131	4	and	and	CCONJ
alkej-159	131	5	koide	koide	VERB
alkej-159	131	6	et	et	PROPN
alkej-159	131	7	al	al	PROPN
alkej-159	131	8	.	.	PROPN
alkej-159	131	9	(	(	PUNCT
alkej-159	131	10	1984	1984	NUM
alkej-159	131	11	)	)	PUNCT
alkej-159	132	1	[	[	X
alkej-159	132	2	7	7	NUM
alkej-159	132	3	]	]	PUNCT
alkej-159	132	4	.	.	PUNCT
alkej-159	133	1	figures	figure	NOUN
alkej-159	133	2	15	15	NUM
alkej-159	133	3	and	and	CCONJ
alkej-159	133	4	16	16	NUM
alkej-159	133	5	shows	show	VERB
alkej-159	133	6	a	a	DET
alkej-159	133	7	good	good	ADJ
alkej-159	133	8	agreement	agreement	NOUN
alkej-159	133	9	of	of	ADP
alkej-159	133	10	ann	ann	PROPN
alkej-159	133	11	predictions	prediction	NOUN
alkej-159	133	12	with	with	ADP
alkej-159	133	13	the	the	DET
alkej-159	133	14	experimental	experimental	ADJ
alkej-159	133	15	data	datum	NOUN
alkej-159	133	16	.	.	PUNCT
alkej-159	134	1	gas	gas	NOUN
alkej-159	134	2	holdup	holdup	NOUN
alkej-159	135	1	[	[	X
alkej-159	135	2	-	-	X
alkej-159	135	3	]	]	X
alkej-159	135	4	m	m	NOUN
alkej-159	135	5	as	as	ADP
alkej-159	135	6	s	s	PROPN
alkej-159	135	7	t	t	X
alkej-159	135	8	ra	ra	PROPN
alkej-159	135	9	ns	ns	NUM
alkej-159	135	10	fe	fe	INTJ
alkej-159	135	11	r	r	NOUN
alkej-159	135	12	c	c	PROPN
alkej-159	135	13	oe	oe	PROPN
alkej-159	135	14	ffi	ffi	PROPN
alkej-159	135	15	ci	ci	PROPN
alkej-159	135	16	en	en	PROPN
alkej-159	135	17	t	t	PROPN
alkej-159	135	18	(	(	PUNCT
alkej-159	135	19	s-1	s-1	PROPN
alkej-159	135	20	)	)	PUNCT
alkej-159	135	21	gas	gas	NOUN
alkej-159	135	22	holdup	holdup	NOUN
alkej-159	136	1	[	[	X
alkej-159	136	2	-	-	X
alkej-159	136	3	]	]	X
alkej-159	136	4	m	m	NOUN
alkej-159	136	5	as	as	ADP
alkej-159	136	6	s	s	PROPN
alkej-159	136	7	t	t	X
alkej-159	136	8	ra	ra	PROPN
alkej-159	136	9	ns	ns	NUM
alkej-159	136	10	fe	fe	INTJ
alkej-159	136	11	r	r	NOUN
alkej-159	136	12	c	c	PROPN
alkej-159	136	13	oe	oe	PROPN
alkej-159	136	14	ffi	ffi	PROPN
alkej-159	136	15	ci	ci	PROPN
alkej-159	136	16	en	en	PROPN
alkej-159	136	17	t	t	PROPN
alkej-159	136	18	(	(	PUNCT
alkej-159	136	19	s-1	s-1	PROPN
alkej-159	136	20	)	)	PUNCT
alkej-159	137	1	0.00	0.00	NUM
alkej-159	137	2	0.05	0.05	NUM
alkej-159	137	3	0.10	0.10	NUM
alkej-159	137	4	0.15	0.15	NUM
alkej-159	137	5	0.20	0.20	NUM
alkej-159	137	6	0.25	0.25	NUM
alkej-159	137	7	0.30	0.30	NUM
alkej-159	137	8	0.35	0.35	NUM
alkej-159	137	9	0.40	0.40	NUM
alkej-159	137	10	0.45	0.45	NUM
alkej-159	137	11	0.50	0.50	NUM
alkej-159	137	12	gas	gas	NOUN
alkej-159	137	13	holudup	holudup	NOUN
alkej-159	137	14	0.00	0.00	NUM
alkej-159	137	15	0.02	0.02	NUM
alkej-159	137	16	0.04	0.04	NUM
alkej-159	137	17	0.06	0.06	NUM
alkej-159	137	18	0.08	0.08	NUM
alkej-159	137	19	0.10	0.10	NUM
alkej-159	137	20	0.12	0.12	NUM
alkej-159	137	21	0.14	0.14	NUM
alkej-159	137	22	0.16	0.16	NUM
alkej-159	137	23	m	m	NOUN
alkej-159	137	24	as	as	ADP
alkej-159	137	25	s	s	PRON
alkej-159	137	26	tr	tr	VERB
alkej-159	137	27	an	an	DET
alkej-159	137	28	sf	sf	NOUN
alkej-159	138	1	er	er	INTJ
alkej-159	138	2	c	c	NOUN
alkej-159	138	3	oe	oe	PROPN
alkej-159	138	4	ffi	ffi	PROPN
alkej-159	138	5	c	c	PROPN
alkej-159	138	6	(	(	PUNCT
alkej-159	138	7	m	m	PROPN
alkej-159	138	8	2	2	NUM
alkej-159	138	9	/s	/s	NOUN
alkej-159	138	10	)	)	PUNCT
alkej-159	138	11	mass	mass	NOUN
alkej-159	138	12	exp	exp	NOUN
alkej-159	138	13	3	3	NUM
alkej-159	138	14	mass	mass	NOUN
alkej-159	138	15	pred	pre	VERB
alkej-159	138	16	3	3	NUM
alkej-159	138	17	solid	solid	ADJ
alkej-159	138	18	conc	conc	NOUN
alkej-159	138	19	.	.	PUNCT
alkej-159	139	1	50	50	NUM
alkej-159	139	2	kg	kg	NOUN
alkej-159	139	3	/	/	SYM
alkej-159	139	4	m3	m3	PROPN
alkej-159	139	5	soulation	soulation	NOUN
alkej-159	139	6	conc	conc	VERB
alkej-159	139	7	0.3	0.3	NUM
alkej-159	139	8	-	-	SYM
alkej-159	139	9	1.5	1.5	NUM
alkej-159	139	10	%	%	NOUN
alkej-159	139	11	system	system	NOUN
alkej-159	139	12	:	:	PUNCT
alkej-159	139	13	alcohol	alcohol	NOUN
alkej-159	139	14	l	l	PROPN
alkej-159	139	15	/	/	SYM
alkej-159	139	16	d	d	NOUN
alkej-159	139	17	=	=	SYM
alkej-159	139	18	4	4	NUM
alkej-159	139	19	s	s	NOUN
alkej-159	139	20	gas	gas	NOUN
alkej-159	139	21	holdup	holdup	NOUN
alkej-159	139	22	[	[	X
alkej-159	139	23	-	-	X
alkej-159	139	24	]	]	X
alkej-159	139	25	m	m	NOUN
alkej-159	139	26	as	as	ADP
alkej-159	139	27	s	s	PROPN
alkej-159	139	28	t	t	X
alkej-159	139	29	ra	ra	PROPN
alkej-159	139	30	ns	ns	NUM
alkej-159	139	31	fe	fe	INTJ
alkej-159	139	32	r	r	NOUN
alkej-159	139	33	c	c	PROPN
alkej-159	139	34	oe	oe	PROPN
alkej-159	139	35	ffi	ffi	PROPN
alkej-159	139	36	ci	ci	PROPN
alkej-159	139	37	en	en	PROPN
alkej-159	139	38	t	t	PROPN
alkej-159	139	39	(	(	PUNCT
alkej-159	139	40	s-1	s-1	PROPN
alkej-159	139	41	)	)	PUNCT
alkej-159	139	42	safa	safa	PROPN
alkej-159	139	43	a.	a.	PROPN
alkej-159	139	44	al	al	PROPN
alkej-159	139	45	-	-	PROPN
alkej-159	139	46	naimi	naimi	PROPN
alkej-159	139	47	al	al	PROPN
alkej-159	139	48	-	-	PUNCT
alkej-159	139	49	khwarizmi	khwarizmi	PROPN
alkej-159	139	50	engineering	engineering	NOUN
alkej-159	139	51	journal	journal	PROPN
alkej-159	139	52	,	,	PUNCT
alkej-159	139	53	vol	vol	NOUN
alkej-159	139	54	.	.	NOUN
alkej-159	139	55	9	9	NUM
alkej-159	139	56	,	,	PUNCT
alkej-159	139	57	no.1	no.1	NUM
alkej-159	139	58	,	,	PUNCT
alkej-159	139	59	p.p	p.p	PROPN
alkej-159	139	60	.	.	PROPN
alkej-159	139	61	60	60	NUM
alkej-159	139	62	-	-	SYM
alkej-159	139	63	70	70	NUM
alkej-159	139	64	(	(	PUNCT
alkej-159	139	65	2013	2013	NUM
alkej-159	139	66	)	)	PUNCT
alkej-159	139	67	67	67	NUM
alkej-159	139	68	fig	fig	NOUN
alkej-159	139	69	.	.	PUNCT
alkej-159	140	1	14	14	NUM
alkej-159	140	2	.	.	PUNCT
alkej-159	141	1	effect	effect	NOUN
alkej-159	141	2	of	of	ADP
alkej-159	141	3	solid	solid	ADJ
alkej-159	141	4	concentration	concentration	NOUN
alkej-159	141	5	on	on	ADP
alkej-159	141	6	mass	mass	ADJ
alkej-159	141	7	transfer	transfer	NOUN
alkej-159	141	8	coefficient	coefficient	NOUN
alkej-159	141	9	for	for	ADP
alkej-159	141	10	0.3	0.3	NUM
alkej-159	141	11	%	%	NOUN
alkej-159	141	12	alcohol	alcohol	NOUN
alkej-159	141	13	system	system	NOUN
alkej-159	141	14	and	and	CCONJ
alkej-159	141	15	l	l	NOUN
alkej-159	141	16	/	/	SYM
alkej-159	141	17	d=4	d=4	PROPN
alkej-159	141	18	.	.	PROPN
alkej-159	142	1	4.4	4.4	NUM
alkej-159	142	2	.	.	PUNCT
alkej-159	143	1	effect	effect	NOUN
alkej-159	143	2	of	of	ADP
alkej-159	143	3	the	the	DET
alkej-159	143	4	type	type	NOUN
alkej-159	143	5	of	of	ADP
alkej-159	143	6	liquid	liquid	ADJ
alkej-159	143	7	phase	phase	NOUN
alkej-159	143	8	to	to	PART
alkej-159	143	9	check	check	VERB
alkej-159	143	10	the	the	DET
alkej-159	143	11	effect	effect	NOUN
alkej-159	143	12	of	of	ADP
alkej-159	143	13	liquid	liquid	ADJ
alkej-159	143	14	physical	physical	ADJ
alkej-159	143	15	properties	property	NOUN
alkej-159	143	16	,	,	PUNCT
alkej-159	143	17	ann	ann	PROPN
alkej-159	143	18	predictions	prediction	NOUN
alkej-159	143	19	were	be	AUX
alkej-159	143	20	carried	carry	VERB
alkej-159	143	21	out	out	ADP
alkej-159	143	22	at	at	ADP
alkej-159	143	23	different	different	ADJ
alkej-159	143	24	liquid	liquid	ADJ
alkej-159	143	25	viscosities	viscosity	NOUN
alkej-159	143	26	and	and	CCONJ
alkej-159	143	27	liquid	liquid	ADJ
alkej-159	143	28	surface	surface	NOUN
alkej-159	143	29	tension	tension	NOUN
alkej-159	143	30	.	.	PUNCT
alkej-159	144	1	the	the	DET
alkej-159	144	2	experiments	experiment	NOUN
alkej-159	144	3	performed	perform	VERB
alkej-159	144	4	with	with	ADP
alkej-159	144	5	viscous	viscous	ADJ
alkej-159	144	6	media	medium	NOUN
alkej-159	144	7	(	(	PUNCT
alkej-159	144	8	glycerin	glycerin	NOUN
alkej-159	144	9	systems	system	NOUN
alkej-159	144	10	)	)	PUNCT
alkej-159	145	1	showed	show	VERB
alkej-159	145	2	that	that	SCONJ
alkej-159	145	3	the	the	DET
alkej-159	145	4	volumetric	volumetric	ADJ
alkej-159	145	5	mass	mass	NOUN
alkej-159	145	6	transfer	transfer	NOUN
alkej-159	145	7	coefficient	coefficient	NOUN
alkej-159	145	8	decreases	decrease	VERB
alkej-159	145	9	with	with	ADP
alkej-159	145	10	increasing	increase	VERB
alkej-159	145	11	liquid	liquid	ADJ
alkej-159	145	12	viscosity	viscosity	NOUN
alkej-159	145	13	as	as	SCONJ
alkej-159	145	14	shown	show	VERB
alkej-159	145	15	in	in	ADP
alkej-159	145	16	fig	fig	NOUN
alkej-159	145	17	.	.	PUNCT
alkej-159	146	1	17	17	NUM
alkej-159	146	2	.	.	PUNCT
alkej-159	147	1	it	it	PRON
alkej-159	147	2	was	be	AUX
alkej-159	147	3	pointed	point	VERB
alkej-159	147	4	out	out	ADP
alkej-159	147	5	that	that	SCONJ
alkej-159	147	6	,	,	PUNCT
alkej-159	147	7	higher	high	ADJ
alkej-159	147	8	viscosity	viscosity	NOUN
alkej-159	147	9	led	lead	VERB
alkej-159	147	10	to	to	PART
alkej-159	147	11	increase	increase	VERB
alkej-159	147	12	of	of	ADP
alkej-159	147	13	the	the	DET
alkej-159	147	14	volume	volume	NOUN
alkej-159	147	15	fraction	fraction	NOUN
alkej-159	147	16	of	of	ADP
alkej-159	147	17	large	large	ADJ
alkej-159	147	18	bubbles	bubble	NOUN
alkej-159	147	19	,	,	PUNCT
alkej-159	147	20	leading	lead	VERB
alkej-159	147	21	to	to	ADP
alkej-159	147	22	much	much	ADV
alkej-159	147	23	lower	low	ADJ
alkej-159	147	24	gas	gas	NOUN
alkej-159	147	25	-	-	PUNCT
alkej-159	147	26	liquid	liquid	ADJ
alkej-159	147	27	interfacial	interfacial	ADJ
alkej-159	147	28	areas	area	NOUN
alkej-159	147	29	while	while	SCONJ
alkej-159	147	30	kla	kla	NOUN
alkej-159	147	31	values	value	NOUN
alkej-159	147	32	increased	increase	VERB
alkej-159	147	33	in	in	ADP
alkej-159	147	34	the	the	DET
alkej-159	147	35	presence	presence	NOUN
alkej-159	147	36	of	of	ADP
alkej-159	147	37	alcohol	alcohol	NOUN
alkej-159	147	38	as	as	SCONJ
alkej-159	147	39	shown	show	VERB
alkej-159	147	40	in	in	ADP
alkej-159	147	41	fig	fig	NOUN
alkej-159	147	42	.	.	PUNCT
alkej-159	148	1	18	18	NUM
alkej-159	148	2	and	and	CCONJ
alkej-159	148	3	19	19	NUM
alkej-159	148	4	.	.	PUNCT
alkej-159	149	1	the	the	DET
alkej-159	149	2	increase	increase	NOUN
alkej-159	149	3	of	of	ADP
alkej-159	149	4	kla	kla	NOUN
alkej-159	149	5	with	with	ADP
alkej-159	149	6	the	the	DET
alkej-159	149	7	presence	presence	NOUN
alkej-159	149	8	of	of	ADP
alkej-159	149	9	alcohol	alcohol	NOUN
alkej-159	149	10	is	be	AUX
alkej-159	149	11	attributed	attribute	VERB
alkej-159	149	12	to	to	ADP
alkej-159	149	13	creation	creation	NOUN
alkej-159	149	14	of	of	ADP
alkej-159	149	15	small	small	ADJ
alkej-159	149	16	bubbles	bubble	NOUN
alkej-159	149	17	and	and	CCONJ
alkej-159	149	18	reduced	reduce	VERB
alkej-159	149	19	bubble	bubble	NOUN
alkej-159	149	20	coalescence	coalescence	NOUN
alkej-159	149	21	due	due	ADP
alkej-159	149	22	to	to	ADP
alkej-159	149	23	the	the	DET
alkej-159	149	24	surfactant	surfactant	NOUN
alkej-159	149	25	.	.	PUNCT
alkej-159	150	1	as	as	ADP
alkej-159	150	2	a	a	DET
alkej-159	150	3	result	result	NOUN
alkej-159	150	4	,	,	PUNCT
alkej-159	150	5	the	the	DET
alkej-159	150	6	presence	presence	NOUN
alkej-159	150	7	of	of	ADP
alkej-159	150	8	small	small	ADJ
alkej-159	150	9	bubbles	bubble	NOUN
alkej-159	150	10	should	should	AUX
alkej-159	150	11	be	be	AUX
alkej-159	150	12	preferred	prefer	VERB
alkej-159	150	13	and	and	CCONJ
alkej-159	150	14	the	the	DET
alkej-159	150	15	presence	presence	NOUN
alkej-159	150	16	of	of	ADP
alkej-159	150	17	large	large	ADJ
alkej-159	150	18	bubbles	bubble	NOUN
alkej-159	150	19	should	should	AUX
alkej-159	150	20	be	be	AUX
alkej-159	150	21	avoided	avoid	VERB
alkej-159	150	22	for	for	ADP
alkej-159	150	23	effective	effective	ADJ
alkej-159	150	24	mass	mass	NOUN
alkej-159	150	25	transfer	transfer	NOUN
alkej-159	150	26	rates	rate	NOUN
alkej-159	150	27	,	,	PUNCT
alkej-159	150	28	these	these	DET
alkej-159	150	29	results	result	NOUN
alkej-159	150	30	are	be	AUX
alkej-159	150	31	in	in	ADP
alkej-159	150	32	agreement	agreement	NOUN
alkej-159	150	33	with	with	ADP
alkej-159	150	34	ozturk	ozturk	PROPN
alkej-159	150	35	et	et	PROPN
alkej-159	150	36	al	al	PROPN
alkej-159	150	37	.	.	PROPN
alkej-159	151	1	(	(	PUNCT
alkej-159	151	2	1987	1987	NUM
alkej-159	151	3	)	)	PUNCT
alkej-159	152	1	[	[	X
alkej-159	152	2	11	11	NUM
alkej-159	152	3	]	]	PUNCT
alkej-159	152	4	and	and	CCONJ
alkej-159	152	5	behkish	behkish	ADJ
alkej-159	152	6	et	et	PROPN
alkej-159	152	7	al	al	PROPN
alkej-159	152	8	.	.	PROPN
alkej-159	152	9	(	(	PUNCT
alkej-159	152	10	2002	2002	NUM
alkej-159	152	11	)	)	PUNCT
alkej-159	153	1	[	[	X
alkej-159	153	2	12	12	NUM
alkej-159	153	3	]	]	PUNCT
alkej-159	153	4	.	.	PUNCT
alkej-159	154	1	in	in	ADP
alkej-159	154	2	these	these	DET
alkej-159	154	3	figures	figure	NOUN
alkej-159	154	4	,	,	PUNCT
alkej-159	154	5	the	the	DET
alkej-159	154	6	predictions	prediction	NOUN
alkej-159	154	7	of	of	ADP
alkej-159	154	8	proposed	propose	VERB
alkej-159	154	9	simulation	simulation	NOUN
alkej-159	154	10	fit	fit	VERB
alkej-159	154	11	the	the	DET
alkej-159	154	12	experimental	experimental	ADJ
alkej-159	154	13	data	datum	NOUN
alkej-159	154	14	reasonably	reasonably	ADV
alkej-159	154	15	well	well	ADV
alkej-159	154	16	.	.	PUNCT
alkej-159	155	1	m	m	VERB
alkej-159	155	2	as	as	ADP
alkej-159	155	3	s	s	PROPN
alkej-159	155	4	t	t	X
alkej-159	155	5	ra	ra	PROPN
alkej-159	155	6	ns	ns	NUM
alkej-159	155	7	fe	fe	INTJ
alkej-159	155	8	r	r	NOUN
alkej-159	155	9	c	c	PROPN
alkej-159	155	10	oe	oe	PROPN
alkej-159	155	11	ffi	ffi	PROPN
alkej-159	155	12	ci	ci	PROPN
alkej-159	155	13	en	en	PROPN
alkej-159	155	14	t	t	PROPN
alkej-159	155	15	(	(	PUNCT
alkej-159	155	16	s-1	s-1	PROPN
alkej-159	155	17	)	)	PUNCT
alkej-159	155	18	gas	gas	NOUN
alkej-159	155	19	velocity	velocity	NOUN
alkej-159	155	20	(	(	PUNCT
alkej-159	155	21	m	m	NOUN
alkej-159	155	22	/	/	SYM
alkej-159	155	23	sec	sec	PROPN
alkej-159	155	24	)	)	PUNCT
alkej-159	155	25	0.00	0.00	NUM
alkej-159	155	26	0.05	0.05	NUM
alkej-159	155	27	0.10	0.10	NUM
alkej-159	155	28	0.15	0.15	NUM
alkej-159	155	29	0.20	0.20	NUM
alkej-159	155	30	0	0	NUM
alkej-159	156	1	.25	.25	NUM
alkej-159	156	2	0	0	NUM
alkej-159	157	1	.30	.30	NUM
alkej-159	157	2	0	0	NUM
alkej-159	157	3	.35	.35	NUM
alkej-159	157	4	0	0	NUM
alkej-159	157	5	.40	.40	NUM
alkej-159	157	6	0	0	NUM
alkej-159	157	7	.45	.45	NUM
alkej-159	157	8	0	0	NUM
alkej-159	157	9	.50	.50	NUM
alkej-159	157	10	gas	gas	NOUN
alkej-159	157	11	ho	ho	NOUN
alkej-159	157	12	ludup	ludup	ADJ
alkej-159	157	13	0	0	NUM
alkej-159	158	1	.00	.00	NUM
alkej-159	158	2	0	0	NUM
alkej-159	159	1	.02	.02	NUM
alkej-159	159	2	0	0	NUM
alkej-159	159	3	.04	.04	NUM
alkej-159	159	4	0	0	NUM
alkej-159	159	5	.06	.06	NUM
alkej-159	159	6	0	0	NUM
alkej-159	160	1	.08	.08	NUM
alkej-159	160	2	0	0	NUM
alkej-159	160	3	.10	.10	NUM
alkej-159	160	4	0	0	NUM
alkej-159	160	5	.12	.12	NUM
alkej-159	160	6	0	0	NUM
alkej-159	160	7	.14	.14	NUM
alkej-159	160	8	0	0	NUM
alkej-159	160	9	.16	.16	NUM
alkej-159	160	10	m	m	NOUN
alkej-159	160	11	as	as	ADP
alkej-159	160	12	s	s	PRON
alkej-159	160	13	tr	tr	VERB
alkej-159	161	1	an	an	DET
alkej-159	161	2	sf	sf	NOUN
alkej-159	161	3	er	er	INTJ
alkej-159	161	4	c	c	NOUN
alkej-159	161	5	oe	oe	PROPN
alkej-159	161	6	ffi	ffi	PROPN
alkej-159	161	7	c.	c.	PROPN
alkej-159	162	1	(	(	PUNCT
alkej-159	162	2	m	m	PROPN
alkej-159	162	3	2	2	NUM
alkej-159	162	4	/s	/s	PUNCT
alkej-159	162	5	)	)	PUNCT
alkej-159	163	1	m	m	VERB
alkej-159	163	2	ass	ass	NOUN
alkej-159	163	3	exp	exp	NOUN
alkej-159	163	4	m	m	PROPN
alkej-159	163	5	ass	ass	NOUN
alkej-159	163	6	p	p	NOUN
alkej-159	163	7	red	red	NOUN
alkej-159	163	8	so	so	ADV
alkej-159	163	9	lid	lid	NOUN
alkej-159	163	10	conc	conc	NOUN
alkej-159	163	11	.	.	PUNCT
alkej-159	164	1	100	100	NUM
alkej-159	164	2	kg	kg	NOUN
alkej-159	164	3	/m	/m	PUNCT
alkej-159	164	4	3	3	NUM
alkej-159	164	5	soulation	soulation	NOUN
alkej-159	164	6	conc	conc	VERB
alkej-159	164	7	0.3	0.3	NUM
alkej-159	164	8	-1	-1	SYM
alkej-159	164	9	.5	.5	NUM
alkej-159	165	1	%	%	NOUN
alkej-159	165	2	system	system	NOUN
alkej-159	165	3	:	:	PUNCT
alkej-159	165	4	a	a	DET
alkej-159	165	5	lcoho	lcoho	PROPN
alkej-159	165	6	l	l	NOUN
alkej-159	165	7	l	l	NOUN
alkej-159	165	8	/	/	SYM
alkej-159	165	9	d	d	NOUN
alkej-159	165	10	=	=	SYM
alkej-159	165	11	4	4	NUM
alkej-159	165	12	s	s	NOUN
alkej-159	165	13	m	m	NOUN
alkej-159	165	14	as	as	ADP
alkej-159	165	15	s	s	PROPN
alkej-159	165	16	t	t	X
alkej-159	165	17	ra	ra	PROPN
alkej-159	165	18	ns	ns	NUM
alkej-159	165	19	fe	fe	INTJ
alkej-159	165	20	r	r	NOUN
alkej-159	165	21	c	c	PROPN
alkej-159	165	22	oe	oe	INTJ
alkej-159	165	23	ff	ff	INTJ
alkej-159	165	24	ic	ic	INTJ
alkej-159	165	25	ie	ie	PROPN
alkej-159	165	26	nt	not	PART
alkej-159	165	27	(	(	PUNCT
alkej-159	165	28	s	s	NOUN
alkej-159	165	29	-1	-1	ADJ
alkej-159	165	30	)	)	PUNCT
alkej-159	165	31	gas	gas	NOUN
alkej-159	165	32	holdup	holdup	NOUN
alkej-159	165	33	[	[	X
alkej-159	165	34	-	-	PUNCT
alkej-159	165	35	]	]	X
alkej-159	165	36	solution	solution	NOUN
alkej-159	165	37	conc	conc	NOUN
alkej-159	165	38	.	.	PUNCT
alkej-159	166	1	=	=	NOUN
alkej-159	166	2	0.3	0.3	NUM
alkej-159	166	3	1.5	1.5	NUM
alkej-159	166	4	%	%	NOUN
alkej-159	166	5	fig	fig	NOUN
alkej-159	166	6	.	.	PUNCT
alkej-159	167	1	15	15	NUM
alkej-159	167	2	.	.	PUNCT
alkej-159	168	1	the	the	DET
alkej-159	168	2	comparison	comparison	NOUN
alkej-159	168	3	between	between	ADP
alkej-159	168	4	ann	ann	PROPN
alkej-159	168	5	correlation	correlation	NOUN
alkej-159	168	6	and	and	CCONJ
alkej-159	168	7	experimental	experimental	ADJ
alkej-159	168	8	data	datum	NOUN
alkej-159	168	9	for	for	ADP
alkej-159	168	10	airalcohol	airalcohol	NOUN
alkej-159	168	11	system	system	NOUN
alkej-159	168	12	at	at	ADP
alkej-159	168	13	100	100	NUM
alkej-159	168	14	kg	kg	NOUN
alkej-159	168	15	/	/	SYM
alkej-159	168	16	m3	m3	PROPN
alkej-159	168	17	solid	solid	ADJ
alkej-159	168	18	concentration	concentration	NOUN
alkej-159	168	19	.	.	PUNCT
alkej-159	169	1	0.00	0.00	NUM
alkej-159	169	2	0.05	0.05	NUM
alkej-159	169	3	0.10	0.10	NUM
alkej-159	169	4	0.15	0.15	NUM
alkej-159	169	5	0.20	0.20	NUM
alkej-159	169	6	0.25	0.25	NUM
alkej-159	169	7	0.30	0.30	NUM
alkej-159	169	8	0.35	0.35	NUM
alkej-159	169	9	0.40	0.40	NUM
alkej-159	169	10	0.45	0.45	NUM
alkej-159	169	11	0.50	0.50	NUM
alkej-159	169	12	gas	gas	NOUN
alkej-159	169	13	holudup	holudup	NOUN
alkej-159	169	14	0.00	0.00	NUM
alkej-159	169	15	0.02	0.02	NUM
alkej-159	169	16	0.04	0.04	NUM
alkej-159	169	17	0.06	0.06	NUM
alkej-159	169	18	0.08	0.08	NUM
alkej-159	169	19	0.10	0.10	NUM
alkej-159	169	20	0.12	0.12	NUM
alkej-159	169	21	0.14	0.14	NUM
alkej-159	169	22	0.16	0.16	NUM
alkej-159	169	23	m	m	NOUN
alkej-159	169	24	as	as	ADP
alkej-159	169	25	s	s	PRON
alkej-159	169	26	tr	tr	VERB
alkej-159	169	27	an	an	DET
alkej-159	169	28	sf	sf	NOUN
alkej-159	169	29	er	er	INTJ
alkej-159	169	30	c	c	NOUN
alkej-159	169	31	oe	oe	PROPN
alkej-159	169	32	ffi	ffi	PROPN
alkej-159	169	33	c	c	PROPN
alkej-159	169	34	(	(	PUNCT
alkej-159	169	35	m	m	PROPN
alkej-159	169	36	2	2	NUM
alkej-159	169	37	/s	/s	NOUN
alkej-159	169	38	)	)	PUNCT
alkej-159	169	39	mass	mass	PROPN
alkej-159	169	40	exp	exp	NOUN
alkej-159	169	41	mass	mass	NOUN
alkej-159	169	42	pred	pre	VERB
alkej-159	169	43	sol	sol	NOUN
alkej-159	169	44	i	i	PROPN
alkej-159	169	45	d	d	PROPN
alkej-159	169	46	conc	conc	PROPN
alkej-159	169	47	.	.	PUNCT
alkej-159	170	1	25	25	NUM
alkej-159	170	2	kg	kg	NOUN
alkej-159	170	3	/	/	SYM
alkej-159	170	4	m3	m3	PROPN
alkej-159	170	5	soulation	soulation	NOUN
alkej-159	170	6	conc	conc	VERB
alkej-159	170	7	0.3	0.3	NUM
alkej-159	170	8	-	-	SYM
alkej-159	170	9	1.5	1.5	NUM
alkej-159	170	10	%	%	NOUN
alkej-159	170	11	system	system	NOUN
alkej-159	170	12	:	:	PUNCT
alkej-159	170	13	alcohol	alcohol	NOUN
alkej-159	170	14	l	l	PROPN
alkej-159	170	15	/	/	SYM
alkej-159	171	1	d	d	NOUN
alkej-159	171	2	=	=	SYM
alkej-159	171	3	4	4	NUM
alkej-159	171	4	s	s	NOUN
alkej-159	171	5	m	m	NOUN
alkej-159	171	6	as	as	ADP
alkej-159	171	7	s	s	PROPN
alkej-159	171	8	t	t	X
alkej-159	171	9	ra	ra	PROPN
alkej-159	171	10	ns	ns	NUM
alkej-159	171	11	fe	fe	INTJ
alkej-159	172	1	r	r	NOUN
alkej-159	172	2	c	c	PROPN
alkej-159	172	3	oe	oe	INTJ
alkej-159	172	4	ff	ff	INTJ
alkej-159	172	5	ic	ic	INTJ
alkej-159	172	6	ie	ie	PROPN
alkej-159	172	7	nt	not	PART
alkej-159	172	8	(	(	PUNCT
alkej-159	172	9	s	s	NOUN
alkej-159	172	10	-1	-1	ADJ
alkej-159	172	11	)	)	PUNCT
alkej-159	172	12	solution	solution	NOUN
alkej-159	172	13	conc	conc	NOUN
alkej-159	172	14	.	.	PUNCT
alkej-159	173	1	=	=	NOUN
alkej-159	173	2	0.3	0.3	NUM
alkej-159	173	3	1.5	1.5	NUM
alkej-159	173	4	%	%	NOUN
alkej-159	173	5	gas	gas	NOUN
alkej-159	173	6	holdup	holdup	NOUN
alkej-159	173	7	[	[	X
alkej-159	173	8	-	-	PUNCT
alkej-159	173	9	]	]	X
alkej-159	173	10	fig	fig	NOUN
alkej-159	173	11	.	.	PUNCT
alkej-159	174	1	16	16	NUM
alkej-159	174	2	.	.	PUNCT
alkej-159	175	1	the	the	DET
alkej-159	175	2	comparison	comparison	NOUN
alkej-159	175	3	between	between	ADP
alkej-159	175	4	ann	ann	PROPN
alkej-159	175	5	correlation	correlation	NOUN
alkej-159	175	6	and	and	CCONJ
alkej-159	175	7	experimental	experimental	ADJ
alkej-159	175	8	data	datum	NOUN
alkej-159	175	9	for	for	ADP
alkej-159	175	10	airalcohol	airalcohol	NOUN
alkej-159	175	11	system	system	NOUN
alkej-159	175	12	at	at	ADP
alkej-159	175	13	25	25	NUM
alkej-159	175	14	kg	kg	NOUN
alkej-159	175	15	/	/	SYM
alkej-159	175	16	m3	m3	PROPN
alkej-159	175	17	solid	solid	ADJ
alkej-159	175	18	concentration	concentration	NOUN
alkej-159	175	19	.	.	PUNCT
alkej-159	176	1	safa	safa	PROPN
alkej-159	176	2	a.	a.	PROPN
alkej-159	176	3	al	al	PROPN
alkej-159	176	4	-	-	PROPN
alkej-159	176	5	naimi	naimi	PROPN
alkej-159	176	6	al	al	PROPN
alkej-159	176	7	-	-	PUNCT
alkej-159	176	8	khwarizmi	khwarizmi	PROPN
alkej-159	176	9	engineering	engineering	NOUN
alkej-159	176	10	journal	journal	PROPN
alkej-159	176	11	,	,	PUNCT
alkej-159	176	12	vol	vol	NOUN
alkej-159	176	13	.	.	NOUN
alkej-159	176	14	9	9	NUM
alkej-159	176	15	,	,	PUNCT
alkej-159	176	16	no.1	no.1	NUM
alkej-159	176	17	,	,	PUNCT
alkej-159	176	18	p.p	p.p	PROPN
alkej-159	176	19	.	.	PROPN
alkej-159	176	20	60	60	NUM
alkej-159	176	21	-	-	SYM
alkej-159	176	22	70	70	NUM
alkej-159	176	23	(	(	PUNCT
alkej-159	176	24	2013	2013	NUM
alkej-159	176	25	)	)	PUNCT
alkej-159	176	26	68	68	NUM
alkej-159	176	27	0.00	0.00	NUM
alkej-159	176	28	0.02	0.02	NUM
alkej-159	176	29	0.04	0.04	NUM
alkej-159	176	30	0.06	0.06	NUM
alkej-159	176	31	0.08	0.08	NUM
alkej-159	176	32	0.10	0.10	NUM
alkej-159	176	33	0.12	0.12	NUM
alkej-159	176	34	0.14	0.14	NUM
alkej-159	176	35	0.16	0.16	NUM
alkej-159	176	36	0.18	0.18	NUM
alkej-159	176	37	0.20	0.20	NUM
alkej-159	176	38	0.22	0.22	NUM
alkej-159	176	39	gas	gas	NOUN
alkej-159	176	40	veloci	veloci	NOUN
alkej-159	177	1	ty	ty	INTJ
alkej-159	177	2	(	(	PUNCT
alkej-159	177	3	m	m	PROPN
alkej-159	177	4	/	/	SYM
alkej-159	177	5	s	s	PROPN
alkej-159	177	6	)	)	PUNCT
alkej-159	177	7	0.00	0.00	NUM
alkej-159	177	8	0.02	0.02	NUM
alkej-159	177	9	0.04	0.04	NUM
alkej-159	177	10	0.06	0.06	NUM
alkej-159	177	11	0.08	0.08	NUM
alkej-159	177	12	0.10	0.10	NUM
alkej-159	177	13	0.12	0.12	NUM
alkej-159	177	14	0.14	0.14	NUM
alkej-159	177	15	m	m	NOUN
alkej-159	177	16	as	as	ADP
alkej-159	177	17	s	s	PRON
alkej-159	177	18	tr	tr	VERB
alkej-159	177	19	an	an	DET
alkej-159	177	20	sf	sf	NOUN
alkej-159	177	21	er	er	INTJ
alkej-159	177	22	c	c	PROPN
alkej-159	177	23	oe	oe	PROPN
alkej-159	177	24	ffi	ffi	PROPN
alkej-159	177	25	.	.	PUNCT
alkej-159	178	1	(	(	PUNCT
alkej-159	178	2	m	m	PROPN
alkej-159	178	3	2	2	NUM
alkej-159	178	4	/s	/s	NOUN
alkej-159	178	5	)	)	PUNCT
alkej-159	178	6	exp	exp	NOUN
alkej-159	178	7	pred	pre	VERB
alkej-159	178	8	solid	solid	ADJ
alkej-159	178	9	conc	conc	NOUN
alkej-159	178	10	.	.	PUNCT
alkej-159	179	1	100	100	NUM
alkej-159	179	2	kg	kg	NOUN
alkej-159	179	3	/	/	SYM
alkej-159	179	4	m3	m3	PROPN
alkej-159	179	5	solution	solution	NOUN
alkej-159	179	6	conc	conc	VERB
alkej-159	179	7	.	.	PUNCT
alkej-159	180	1	0.6	0.6	NUM
alkej-159	180	2	%	%	NOUN
alkej-159	180	3	system	system	NOUN
alkej-159	180	4	alcohol	alcohol	NOUN
alkej-159	180	5	l	l	PROPN
alkej-159	180	6	/	/	SYM
alkej-159	180	7	d	d	NOUN
alkej-159	180	8	=	=	SYM
alkej-159	180	9	4	4	NUM
alkej-159	180	10	s	s	NOUN
alkej-159	180	11	0.00	0.00	NUM
alkej-159	180	12	0.02	0.02	NUM
alkej-159	180	13	0.04	0.04	NUM
alkej-159	180	14	0	0	NUM
alkej-159	180	15	.06	.06	NUM
alkej-159	180	16	0	0	NUM
alkej-159	180	17	.08	.08	NUM
alkej-159	180	18	0	0	NUM
alkej-159	180	19	.10	.10	NUM
alkej-159	180	20	0	0	NUM
alkej-159	180	21	.12	.12	NUM
alkej-159	180	22	0.14	0.14	NUM
alkej-159	180	23	0.16	0.16	NUM
alkej-159	180	24	0.18	0.18	NUM
alkej-159	180	25	0.20	0.20	NUM
alkej-159	180	26	0	0	NUM
alkej-159	180	27	.22	.22	NUM
alkej-159	180	28	gas	gas	NOUN
alkej-159	180	29	veloci	veloci	NOUN
alkej-159	180	30	ty	ty	INTJ
alkej-159	180	31	(	(	PUNCT
alkej-159	180	32	m	m	PROPN
alkej-159	180	33	/s	/s	NOUN
alkej-159	180	34	)	)	PUNCT
alkej-159	180	35	0.00	0.00	NUM
alkej-159	180	36	0.02	0.02	NUM
alkej-159	180	37	0.04	0.04	NUM
alkej-159	180	38	0.06	0.06	NUM
alkej-159	180	39	0.08	0.08	NUM
alkej-159	180	40	0.10	0.10	NUM
alkej-159	180	41	m	m	NOUN
alkej-159	180	42	as	as	ADP
alkej-159	180	43	s	s	PRON
alkej-159	180	44	tr	tr	VERB
alkej-159	180	45	an	an	DET
alkej-159	180	46	sf	sf	NOUN
alkej-159	180	47	er	er	INTJ
alkej-159	180	48	c	c	NOUN
alkej-159	180	49	oe	oe	PROPN
alkej-159	180	50	ffi	ffi	PROPN
alkej-159	180	51	c.	c.	PROPN
alkej-159	180	52	(	(	PUNCT
alkej-159	180	53	m	m	PROPN
alkej-159	180	54	2	2	NUM
alkej-159	180	55	/s	/s	NOUN
alkej-159	180	56	)	)	PUNCT
alkej-159	180	57	exp	exp	NOUN
alkej-159	180	58	p	p	PROPN
alkej-159	180	59	red	red	ADJ
alkej-159	180	60	so	so	ADV
alkej-159	180	61	lid	lid	NOUN
alkej-159	180	62	conc	conc	NOUN
alkej-159	180	63	.	.	PUNCT
alkej-159	181	1	100	100	NUM
alkej-159	181	2	kg	kg	NOUN
alkej-159	181	3	/m	/m	PUNCT
alkej-159	181	4	3	3	NUM
alkej-159	182	1	so	so	CCONJ
alkej-159	182	2	lu	lu	PROPN
alkej-159	182	3	tion	tion	NOUN
alkej-159	182	4	conc	conc	VERB
alkej-159	182	5	.	.	PUNCT
alkej-159	182	6	0	0	NUM
alkej-159	183	1	%	%	NOUN
alkej-159	183	2	system	system	NOUN
alkej-159	183	3	wate	wate	NOUN
alkej-159	183	4	r	r	PROPN
alkej-159	183	5	l	l	NOUN
alkej-159	183	6	/	/	SYM
alkej-159	183	7	d	d	NOUN
alkej-159	183	8	=	=	SYM
alkej-159	183	9	4	4	NUM
alkej-159	183	10	s	s	NOUN
alkej-159	183	11	gas	gas	NOUN
alkej-159	183	12	holdup	holdup	NOUN
alkej-159	183	13	0.00	0.00	NUM
alkej-159	183	14	0.05	0.05	NUM
alkej-159	183	15	0.10	0.10	NUM
alkej-159	183	16	0.15	0.15	NUM
alkej-159	183	17	0.20	0.20	NUM
alkej-159	183	18	0.25	0.25	NUM
alkej-159	183	19	0.30	0.30	NUM
alkej-159	183	20	0.35	0.35	NUM
alkej-159	183	21	m	m	NOUN
alkej-159	183	22	as	as	ADP
alkej-159	183	23	s	s	PRON
alkej-159	183	24	tr	tr	VERB
alkej-159	183	25	an	an	DET
alkej-159	183	26	sf	sf	NOUN
alkej-159	184	1	er	er	INTJ
alkej-159	184	2	c	c	NOUN
alkej-159	184	3	oe	oe	PROPN
alkej-159	184	4	ffi	ffi	PROPN
alkej-159	184	5	c	c	PROPN
alkej-159	184	6	(	(	PUNCT
alkej-159	184	7	m	m	PROPN
alkej-159	184	8	2	2	NUM
alkej-159	184	9	/s	/s	PUNCT
alkej-159	184	10	)	)	PUNCT
alkej-159	184	11	0.00	0.00	NUM
alkej-159	184	12	0.01	0.01	NUM
alkej-159	184	13	0.02	0.02	NUM
alkej-159	184	14	0.03	0.03	NUM
alkej-159	184	15	0.04	0.04	NUM
alkej-159	184	16	0.05	0.05	NUM
alkej-159	184	17	0.06	0.06	NUM
alkej-159	184	18	mass	mass	NOUN
alkej-159	184	19	exp	exp	NOUN
alkej-159	184	20	(	(	PUNCT
alkej-159	184	21	33	33	NUM
alkej-159	184	22	%	%	NOUN
alkej-159	184	23	sol	sol	NOUN
alkej-159	184	24	.	.	PUNCT
alkej-159	185	1	conc	conc	PROPN
alkej-159	185	2	.	.	PUNCT
alkej-159	185	3	)	)	PUNCT
alkej-159	186	1	mass	mass	PROPN
alkej-159	186	2	pred	pre	VERB
alkej-159	186	3	(	(	PUNCT
alkej-159	186	4	33	33	NUM
alkej-159	186	5	%	%	NOUN
alkej-159	186	6	sol	sol	NOUN
alkej-159	186	7	.	.	PUNCT
alkej-159	187	1	conc	conc	PROPN
alkej-159	187	2	.	.	PUNCT
alkej-159	187	3	)	)	PUNCT
alkej-159	187	4	mass	mass	PROPN
alkej-159	187	5	exp	exp	NOUN
alkej-159	187	6	(	(	PUNCT
alkej-159	187	7	50	50	NUM
alkej-159	187	8	%	%	NOUN
alkej-159	187	9	sol	sol	NOUN
alkej-159	187	10	.	.	PUNCT
alkej-159	188	1	conc	conc	PROPN
alkej-159	188	2	.	.	PUNCT
alkej-159	188	3	)	)	PUNCT
alkej-159	189	1	mass	mass	PROPN
alkej-159	189	2	pred	pre	VERB
alkej-159	189	3	(	(	PUNCT
alkej-159	189	4	50	50	NUM
alkej-159	189	5	%	%	NOUN
alkej-159	189	6	sol	sol	NOUN
alkej-159	189	7	.	.	PUNCT
alkej-159	190	1	conc	conc	PROPN
alkej-159	190	2	.	.	PUNCT
alkej-159	190	3	)	)	PUNCT
alkej-159	190	4	mass	mass	NOUN
alkej-159	190	5	exp	exp	NOUN
alkej-159	190	6	(	(	PUNCT
alkej-159	190	7	66	66	NUM
alkej-159	190	8	%	%	NOUN
alkej-159	190	9	sol	sol	NOUN
alkej-159	190	10	.	.	PUNCT
alkej-159	191	1	conc	conc	PROPN
alkej-159	191	2	.	.	PUNCT
alkej-159	191	3	)	)	PUNCT
alkej-159	192	1	mass	mass	PROPN
alkej-159	192	2	pred	pre	VERB
alkej-159	192	3	(	(	PUNCT
alkej-159	192	4	66	66	NUM
alkej-159	192	5	%	%	NOUN
alkej-159	192	6	sol	sol	NOUN
alkej-159	192	7	.	.	PUNCT
alkej-159	193	1	conc	conc	PROPN
alkej-159	193	2	.	.	PUNCT
alkej-159	193	3	)	)	PUNCT
alkej-159	194	1	fig	fig	NOUN
alkej-159	194	2	.	.	PUNCT
alkej-159	195	1	17	17	NUM
alkej-159	195	2	.	.	PUNCT
alkej-159	196	1	effect	effect	NOUN
alkej-159	196	2	of	of	ADP
alkej-159	196	3	liquid	liquid	ADJ
alkej-159	196	4	viscosity	viscosity	NOUN
alkej-159	196	5	on	on	ADP
alkej-159	196	6	volumetric	volumetric	NOUN
alkej-159	196	7	mass	mass	NOUN
alkej-159	196	8	transfer	transfer	NOUN
alkej-159	196	9	coefficient	coefficient	NOUN
alkej-159	196	10	.	.	PUNCT
alkej-159	197	1	fig	fig	NOUN
alkej-159	197	2	.	.	PUNCT
alkej-159	198	1	18	18	NUM
alkej-159	198	2	.	.	PUNCT
alkej-159	199	1	the	the	DET
alkej-159	199	2	relation	relation	NOUN
alkej-159	199	3	between	between	ADP
alkej-159	199	4	gas	gas	NOUN
alkej-159	199	5	velocity	velocity	NOUN
alkej-159	199	6	and	and	CCONJ
alkej-159	199	7	volumetric	volumetric	NOUN
alkej-159	199	8	mass	mass	NOUN
alkej-159	199	9	transfer	transfer	NOUN
alkej-159	199	10	coefficient	coefficient	NOUN
alkej-159	199	11	for	for	ADP
alkej-159	199	12	alcohol	alcohol	NOUN
alkej-159	199	13	system	system	NOUN
alkej-159	199	14	,	,	PUNCT
alkej-159	199	15	100	100	NUM
alkej-159	199	16	kg	kg	NOUN
alkej-159	199	17	/	/	SYM
alkej-159	199	18	m3	m3	PROPN
alkej-159	199	19	solid	solid	ADJ
alkej-159	199	20	concentration	concentration	NOUN
alkej-159	199	21	.	.	PUNCT
alkej-159	200	1	fig	fig	NOUN
alkej-159	200	2	.	.	PUNCT
alkej-159	201	1	19	19	NUM
alkej-159	201	2	.	.	PUNCT
alkej-159	202	1	the	the	DET
alkej-159	202	2	relation	relation	NOUN
alkej-159	202	3	between	between	ADP
alkej-159	202	4	gas	gas	NOUN
alkej-159	202	5	velocity	velocity	NOUN
alkej-159	202	6	and	and	CCONJ
alkej-159	202	7	volumetric	volumetric	NOUN
alkej-159	202	8	mass	mass	NOUN
alkej-159	202	9	transfer	transfer	NOUN
alkej-159	202	10	coefficient	coefficient	NOUN
alkej-159	202	11	for	for	ADP
alkej-159	202	12	water	water	NOUN
alkej-159	202	13	system	system	NOUN
alkej-159	202	14	,	,	PUNCT
alkej-159	202	15	100	100	NUM
alkej-159	202	16	kg	kg	NOUN
alkej-159	202	17	/	/	SYM
alkej-159	202	18	m3	m3	PROPN
alkej-159	202	19	solid	solid	ADJ
alkej-159	202	20	concentration	concentration	NOUN
alkej-159	202	21	.	.	PUNCT
alkej-159	203	1	5	5	X
alkej-159	203	2	.	.	X
alkej-159	203	3	conclusion	conclusion	NOUN
alkej-159	203	4	1	1	NUM
alkej-159	203	5	.	.	PUNCT
alkej-159	204	1	it	it	PRON
alkej-159	204	2	can	can	AUX
alkej-159	204	3	be	be	AUX
alkej-159	204	4	concluded	conclude	VERB
alkej-159	204	5	that	that	SCONJ
alkej-159	204	6	the	the	DET
alkej-159	204	7	volumetric	volumetric	NOUN
alkej-159	204	8	mass	mass	NOUN
alkej-159	204	9	transfer	transfer	NOUN
alkej-159	204	10	coefficient	coefficient	NOUN
alkej-159	204	11	,	,	PUNCT
alkej-159	204	12	kla	kla	NOUN
alkej-159	204	13	increases	increase	VERB
alkej-159	204	14	with	with	ADP
alkej-159	204	15	increasing	increase	VERB
alkej-159	204	16	gas	gas	NOUN
alkej-159	204	17	velocity	velocity	NOUN
alkej-159	204	18	and	and	CCONJ
alkej-159	204	19	gas	gas	NOUN
alkej-159	204	20	holdup	holdup	NOUN
alkej-159	204	21	whereas	whereas	SCONJ
alkej-159	204	22	decreases	decrease	VERB
alkej-159	204	23	with	with	ADP
alkej-159	204	24	increasing	increase	VERB
alkej-159	204	25	solid	solid	ADJ
alkej-159	204	26	concentration	concentration	NOUN
alkej-159	204	27	and	and	CCONJ
alkej-159	204	28	liquid	liquid	ADJ
alkej-159	204	29	viscosity	viscosity	NOUN
alkej-159	204	30	.	.	PUNCT
alkej-159	205	1	it	it	PRON
alkej-159	205	2	is	be	AUX
alkej-159	205	3	also	also	ADV
alkej-159	205	4	concluded	conclude	VERB
alkej-159	205	5	that	that	SCONJ
alkej-159	205	6	the	the	DET
alkej-159	205	7	presence	presence	NOUN
alkej-159	205	8	of	of	ADP
alkej-159	205	9	surfactants	surfactant	NOUN
alkej-159	205	10	increase	increase	NOUN
alkej-159	205	11	kla	kla	NOUN
alkej-159	205	12	,	,	PUNCT
alkej-159	205	13	due	due	ADP
alkej-159	205	14	to	to	ADP
alkej-159	205	15	the	the	DET
alkej-159	205	16	presence	presence	NOUN
alkej-159	205	17	small	small	ADJ
alkej-159	205	18	bubbles	bubble	NOUN
alkej-159	205	19	.	.	PUNCT
alkej-159	206	1	2	2	X
alkej-159	206	2	.	.	X
alkej-159	206	3	the	the	DET
alkej-159	206	4	ann	ann	PROPN
alkej-159	206	5	model	model	NOUN
alkej-159	206	6	for	for	ADP
alkej-159	206	7	prediction	prediction	NOUN
alkej-159	206	8	of	of	ADP
alkej-159	206	9	mass	mass	ADJ
alkej-159	206	10	transfer	transfer	NOUN
alkej-159	206	11	coefficient	coefficient	NOUN
alkej-159	206	12	is	be	AUX
alkej-159	206	13	developed	develop	VERB
alkej-159	206	14	successfully	successfully	ADV
alkej-159	206	15	in	in	ADP
alkej-159	206	16	this	this	DET
alkej-159	206	17	work	work	NOUN
alkej-159	206	18	.	.	PUNCT
alkej-159	207	1	in	in	ADP
alkej-159	207	2	this	this	DET
alkej-159	207	3	model	model	NOUN
alkej-159	207	4	,	,	PUNCT
alkej-159	207	5	the	the	DET
alkej-159	207	6	number	number	NOUN
alkej-159	207	7	of	of	ADP
alkej-159	207	8	nodes	node	NOUN
alkej-159	207	9	in	in	ADP
alkej-159	207	10	the	the	DET
alkej-159	207	11	input	input	NOUN
alkej-159	207	12	layer	layer	NOUN
alkej-159	207	13	,	,	PUNCT
alkej-159	207	14	hidden	hide	VERB
alkej-159	207	15	layer	layer	NOUN
alkej-159	207	16	and	and	CCONJ
alkej-159	207	17	output	output	NOUN
alkej-159	207	18	layer	layer	NOUN
alkej-159	207	19	are	be	AUX
alkej-159	207	20	9	9	NUM
alkej-159	207	21	,	,	PUNCT
alkej-159	207	22	2	2	NUM
alkej-159	207	23	and	and	CCONJ
alkej-159	207	24	1	1	NUM
alkej-159	207	25	respectively	respectively	ADV
alkej-159	207	26	.	.	PUNCT
alkej-159	208	1	the	the	DET
alkej-159	208	2	nodes	node	NOUN
alkej-159	208	3	in	in	ADP
alkej-159	208	4	the	the	DET
alkej-159	208	5	input	input	NOUN
alkej-159	208	6	layer	layer	NOUN
alkej-159	208	7	are	be	AUX
alkej-159	208	8	including	include	VERB
alkej-159	208	9	gas	gas	NOUN
alkej-159	208	10	holdup	holdup	NOUN
alkej-159	208	11	,	,	PUNCT
alkej-159	208	12	gas	gas	NOUN
alkej-159	208	13	velocity	velocity	NOUN
alkej-159	208	14	,	,	PUNCT
alkej-159	208	15	solution	solution	NOUN
alkej-159	208	16	concentration	concentration	NOUN
alkej-159	208	17	,	,	PUNCT
alkej-159	208	18	solid	solid	ADJ
alkej-159	208	19	concentration	concentration	NOUN
alkej-159	208	20	solution	solution	NOUN
alkej-159	208	21	density	density	NOUN
alkej-159	208	22	,	,	PUNCT
alkej-159	208	23	solution	solution	NOUN
alkej-159	208	24	viscosity	viscosity	NOUN
alkej-159	208	25	,	,	PUNCT
alkej-159	208	26	solution	solution	NOUN
alkej-159	208	27	surface	surface	NOUN
alkej-159	208	28	tension	tension	NOUN
alkej-159	208	29	,	,	PUNCT
alkej-159	208	30	geometry	geometry	NOUN
alkej-159	208	31	ratio	ratio	NOUN
alkej-159	208	32	and	and	CCONJ
alkej-159	208	33	diffusivity	diffusivity	NOUN
alkej-159	208	34	.	.	PUNCT
alkej-159	209	1	the	the	DET
alkej-159	209	2	node	node	NOUN
alkej-159	209	3	in	in	ADP
alkej-159	209	4	output	output	NOUN
alkej-159	209	5	layer	layer	NOUN
alkej-159	209	6	is	be	AUX
alkej-159	209	7	mass	mass	ADJ
alkej-159	209	8	transfer	transfer	NOUN
alkej-159	209	9	coefficient	coefficient	NOUN
alkej-159	209	10	.	.	PUNCT
alkej-159	210	1	3	3	X
alkej-159	210	2	.	.	X
alkej-159	210	3	the	the	DET
alkej-159	210	4	sum	sum	NOUN
alkej-159	210	5	of	of	ADP
alkej-159	210	6	square	square	ADJ
alkej-159	210	7	error	error	NOUN
alkej-159	210	8	and	and	CCONJ
alkej-159	210	9	relative	relative	ADJ
alkej-159	210	10	error	error	NOUN
alkej-159	210	11	are	be	AUX
alkej-159	210	12	used	use	VERB
alkej-159	210	13	to	to	PART
alkej-159	210	14	assess	assess	VERB
alkej-159	210	15	the	the	DET
alkej-159	210	16	performance	performance	NOUN
alkej-159	210	17	of	of	ADP
alkej-159	210	18	ann	ann	PROPN
alkej-159	210	19	model	model	NOUN
alkej-159	210	20	.	.	PUNCT
alkej-159	211	1	this	this	DET
alkej-159	211	2	ann	ann	PROPN
alkej-159	211	3	model	model	NOUN
alkej-159	211	4	demonstrated	demonstrate	VERB
alkej-159	211	5	a	a	DET
alkej-159	211	6	good	good	ADJ
alkej-159	211	7	statistical	statistical	ADJ
alkej-159	211	8	performance	performance	NOUN
alkej-159	211	9	with	with	ADP
alkej-159	211	10	the	the	DET
alkej-159	211	11	sum	sum	NOUN
alkej-159	211	12	of	of	ADP
alkej-159	211	13	square	square	ADJ
alkej-159	211	14	error	error	NOUN
alkej-159	211	15	and	and	CCONJ
alkej-159	211	16	relative	relative	ADJ
alkej-159	211	17	error	error	NOUN
alkej-159	211	18	of	of	ADP
alkej-159	211	19	(	(	PUNCT
alkej-159	211	20	5.264	5.264	NUM
alkej-159	211	21	%	%	NOUN
alkej-159	211	22	and	and	CCONJ
alkej-159	211	23	1.064	1.064	NUM
alkej-159	211	24	%	%	NOUN
alkej-159	211	25	respectively	respectively	ADV
alkej-159	211	26	)	)	PUNCT
alkej-159	211	27	which	which	PRON
alkej-159	211	28	are	be	AUX
alkej-159	211	29	very	very	ADV
alkej-159	211	30	low	low	ADJ
alkej-159	211	31	values	value	NOUN
alkej-159	211	32	relative	relative	ADJ
alkej-159	211	33	to	to	ADP
alkej-159	211	34	the	the	DET
alkej-159	211	35	range	range	NOUN
alkej-159	211	36	of	of	ADP
alkej-159	211	37	the	the	DET
alkej-159	211	38	experiments	experiment	NOUN
alkej-159	211	39	.	.	PUNCT
alkej-159	212	1	m	m	VERB
alkej-159	212	2	as	as	ADP
alkej-159	212	3	s	s	PROPN
alkej-159	212	4	t	t	X
alkej-159	212	5	ra	ra	PROPN
alkej-159	212	6	ns	ns	NUM
alkej-159	212	7	fe	fe	INTJ
alkej-159	213	1	r	r	NOUN
alkej-159	213	2	c	c	PROPN
alkej-159	213	3	oe	oe	INTJ
alkej-159	213	4	ff	ff	INTJ
alkej-159	213	5	ic	ic	INTJ
alkej-159	213	6	ie	ie	PROPN
alkej-159	213	7	nt	not	PART
alkej-159	213	8	(	(	PUNCT
alkej-159	213	9	s	s	NOUN
alkej-159	213	10	-1	-1	ADJ
alkej-159	213	11	)	)	PUNCT
alkej-159	213	12	gas	gas	NOUN
alkej-159	213	13	holdup	holdup	NOUN
alkej-159	213	14	[	[	X
alkej-159	213	15	-	-	X
alkej-159	213	16	]	]	X
alkej-159	213	17	m	m	NOUN
alkej-159	213	18	as	as	ADP
alkej-159	213	19	s	s	PROPN
alkej-159	213	20	t	t	X
alkej-159	213	21	ra	ra	PROPN
alkej-159	213	22	ns	ns	NUM
alkej-159	213	23	fe	fe	INTJ
alkej-159	214	1	r	r	NOUN
alkej-159	214	2	c	c	PROPN
alkej-159	214	3	oe	oe	INTJ
alkej-159	214	4	ff	ff	INTJ
alkej-159	214	5	ic	ic	INTJ
alkej-159	214	6	ie	ie	PROPN
alkej-159	214	7	nt	not	PART
alkej-159	214	8	(	(	PUNCT
alkej-159	214	9	s	s	NOUN
alkej-159	214	10	-1	-1	PUNCT
alkej-159	214	11	)	)	PUNCT
alkej-159	214	12	m	m	VERB
alkej-159	214	13	as	as	ADP
alkej-159	214	14	s	s	PROPN
alkej-159	214	15	t	t	X
alkej-159	214	16	ra	ra	PROPN
alkej-159	214	17	ns	ns	NUM
alkej-159	214	18	fe	fe	INTJ
alkej-159	215	1	r	r	NOUN
alkej-159	215	2	c	c	PROPN
alkej-159	215	3	oe	oe	INTJ
alkej-159	215	4	ff	ff	INTJ
alkej-159	215	5	ic	ic	INTJ
alkej-159	215	6	ie	ie	PROPN
alkej-159	215	7	nt	not	PART
alkej-159	215	8	(	(	PUNCT
alkej-159	215	9	s	s	NOUN
alkej-159	215	10	-1	-1	PUNCT
alkej-159	215	11	)	)	PUNCT
alkej-159	215	12	safa	safa	PROPN
alkej-159	215	13	a.	a.	PROPN
alkej-159	215	14	al	al	PROPN
alkej-159	215	15	-	-	PROPN
alkej-159	215	16	naimi	naimi	PROPN
alkej-159	215	17	al	al	PROPN
alkej-159	215	18	-	-	PUNCT
alkej-159	215	19	khwarizmi	khwarizmi	PROPN
alkej-159	215	20	engineering	engineering	NOUN
alkej-159	215	21	journal	journal	PROPN
alkej-159	215	22	,	,	PUNCT
alkej-159	215	23	vol	vol	NOUN
alkej-159	215	24	.	.	NOUN
alkej-159	215	25	9	9	NUM
alkej-159	215	26	,	,	PUNCT
alkej-159	215	27	no.1	no.1	NUM
alkej-159	215	28	,	,	PUNCT
alkej-159	215	29	p.p	p.p	PROPN
alkej-159	215	30	.	.	PROPN
alkej-159	215	31	60	60	NUM
alkej-159	215	32	-	-	SYM
alkej-159	215	33	70	70	NUM
alkej-159	215	34	(	(	PUNCT
alkej-159	215	35	2013	2013	NUM
alkej-159	215	36	)	)	PUNCT
alkej-159	215	37	69	69	NUM
alkej-159	215	38	6	6	NUM
alkej-159	215	39	.	.	PUNCT
alkej-159	216	1	references	reference	NOUN
alkej-159	216	2	[	[	X
alkej-159	216	3	1	1	X
alkej-159	216	4	]	]	PUNCT
alkej-159	216	5	nedeltchev	nedeltchev	PROPN
alkej-159	216	6	s.	s.	PROPN
alkej-159	216	7	and	and	CCONJ
alkej-159	216	8	schumpe	schumpe	PROPN
alkej-159	216	9	a.	a.	PROPN
alkej-159	216	10	,	,	PUNCT
alkej-159	216	11	"	"	PUNCT
alkej-159	216	12	theoretical	theoretical	ADJ
alkej-159	216	13	prediction	prediction	NOUN
alkej-159	216	14	of	of	ADP
alkej-159	216	15	mass	mass	ADJ
alkej-159	216	16	transfer	transfer	NOUN
alkej-159	216	17	coefficient	coefficient	NOUN
alkej-159	216	18	in	in	ADP
alkej-159	216	19	slurry	slurry	NOUN
alkej-159	216	20	bubble	bubble	NOUN
alkej-159	216	21	column	column	NOUN
alkej-159	216	22	in	in	ADP
alkej-159	216	23	the	the	DET
alkej-159	216	24	homogeneous	homogeneous	ADJ
alkej-159	216	25	regime	regime	NOUN
alkej-159	216	26	"	"	PUNCT
alkej-159	216	27	,	,	PUNCT
alkej-159	216	28	chem	chem	NOUN
alkej-159	216	29	.	.	PUNCT
alkej-159	217	1	biochem	biochem	PROPN
alkej-159	217	2	.	.	PUNCT
alkej-159	218	1	eng	eng	PROPN
alkej-159	218	2	.	.	PUNCT
alkej-159	218	3	q.	q.	PROPN
alkej-159	218	4	21	21	NUM
alkej-159	218	5	(	(	PUNCT
alkej-159	218	6	4	4	NUM
alkej-159	218	7	)	)	PUNCT
alkej-159	218	8	327–334	327–334	NUM
alkej-159	218	9	(	(	PUNCT
alkej-159	218	10	2007	2007	NUM
alkej-159	218	11	)	)	PUNCT
alkej-159	218	12	.	.	PUNCT
alkej-159	219	1	[	[	X
alkej-159	219	2	2	2	NUM
alkej-159	219	3	]	]	X
alkej-159	219	4	gupta	gupta	PROPN
alkej-159	219	5	p.	p.	NOUN
alkej-159	219	6	,	,	PUNCT
alkej-159	219	7	merchant	merchant	NOUN
alkej-159	219	8	s.	s.	PROPN
alkej-159	219	9	,	,	PUNCT
alkej-159	219	10	bhat	bhat	PROPN
alkej-159	219	11	u.	u.	PROPN
alkej-159	219	12	and	and	CCONJ
alkej-159	219	13	gandhi	gandhi	PROPN
alkej-159	219	14	b.	b.	PROPN
alkej-159	219	15	,	,	PUNCT
alkej-159	219	16	"	"	PUNCT
alkej-159	219	17	development	development	NOUN
alkej-159	219	18	of	of	ADP
alkej-159	219	19	correlations	correlation	NOUN
alkej-159	219	20	for	for	ADP
alkej-159	219	21	overall	overall	ADJ
alkej-159	219	22	gas	gas	NOUN
alkej-159	219	23	hold	hold	VERB
alkej-159	219	24	-	-	PUNCT
alkej-159	219	25	up	up	NOUN
alkej-159	219	26	,	,	PUNCT
alkej-159	219	27	volumetric	volumetric	ADJ
alkej-159	219	28	mass	mass	NOUN
alkej-159	219	29	transfer	transfer	NOUN
alkej-159	219	30	coefficient	coefficient	NOUN
alkej-159	219	31	,	,	PUNCT
alkej-159	219	32	and	and	CCONJ
alkej-159	219	33	effective	effective	ADJ
alkej-159	219	34	interfacial	interfacial	ADJ
alkej-159	219	35	area	area	NOUN
alkej-159	219	36	in	in	ADP
alkej-159	219	37	bubble	bubble	NOUN
alkej-159	219	38	column	column	NOUN
alkej-159	219	39	reactors	reactor	NOUN
alkej-159	219	40	using	use	VERB
alkej-159	219	41	hybrid	hybrid	ADJ
alkej-159	219	42	genetic	genetic	ADJ
alkej-159	219	43	algorithm	algorithm	NOUN
alkej-159	219	44	-	-	PUNCT
alkej-159	219	45	support	support	NOUN
alkej-159	219	46	vector	vector	NOUN
alkej-159	219	47	regression	regression	NOUN
alkej-159	219	48	technique	technique	NOUN
alkej-159	219	49	:	:	PUNCT
alkej-159	219	50	viscous	viscous	ADJ
alkej-159	219	51	newtonian	newtonian	NOUN
alkej-159	219	52	and	and	CCONJ
alkej-159	219	53	non	non	ADJ
alkej-159	219	54	-	-	ADJ
alkej-159	219	55	newtonian	newtonian	ADJ
alkej-159	219	56	liquids	liquid	NOUN
alkej-159	219	57	"	"	PUNCT
alkej-159	219	58	,	,	PUNCT
alkej-159	219	59	ind	ind	PROPN
alkej-159	219	60	.	.	PUNCT
alkej-159	220	1	eng	eng	PROPN
alkej-159	220	2	.	.	PROPN
alkej-159	220	3	chem	chem	PROPN
alkej-159	220	4	.	.	PUNCT
alkej-159	221	1	res	re	NOUN
alkej-159	221	2	.	.	PROPN
alkej-159	221	3	,	,	PUNCT
alkej-159	221	4	48	48	NUM
alkej-159	221	5	,	,	PUNCT
alkej-159	221	6	9631–9654	9631–9654	NUM
alkej-159	221	7	(	(	PUNCT
alkej-159	221	8	2009	2009	NUM
alkej-159	221	9	)	)	PUNCT
alkej-159	221	10	.	.	PUNCT
alkej-159	222	1	[	[	X
alkej-159	222	2	3	3	X
alkej-159	222	3	]	]	X
alkej-159	222	4	tarca	tarca	PROPN
alkej-159	222	5	a.	a.	NOUN
alkej-159	222	6	,	,	PUNCT
alkej-159	222	7	grandjean	grandjean	ADJ
alkej-159	222	8	a.	a.	NOUN
alkej-159	222	9	and	and	CCONJ
alkej-159	222	10	larachi	larachi	PROPN
alkej-159	222	11	f.	f.	PROPN
alkej-159	222	12	"	"	PUNCT
alkej-159	222	13	artificial	artificial	ADJ
alkej-159	222	14	neural	neural	ADJ
alkej-159	222	15	network	network	NOUN
alkej-159	222	16	meta	meta	NOUN
alkej-159	222	17	models	model	NOUN
alkej-159	222	18	to	to	PART
alkej-159	222	19	enhance	enhance	VERB
alkej-159	222	20	the	the	DET
alkej-159	222	21	prediction	prediction	NOUN
alkej-159	222	22	and	and	CCONJ
alkej-159	222	23	consistency	consistency	NOUN
alkej-159	222	24	of	of	ADP
alkej-159	222	25	multiphase	multiphase	NOUN
alkej-159	222	26	reactor	reactor	NOUN
alkej-159	222	27	correlations	correlation	NOUN
alkej-159	222	28	"	"	PUNCT
alkej-159	222	29	,	,	PUNCT
alkej-159	222	30	ind	ind	PROPN
alkej-159	222	31	.	.	PUNCT
alkej-159	223	1	eng	eng	PROPN
alkej-159	223	2	.	.	PROPN
alkej-159	223	3	chem	chem	PROPN
alkej-159	223	4	.	.	PUNCT
alkej-159	224	1	res	re	NOUN
alkej-159	224	2	.	.	PROPN
alkej-159	224	3	,	,	PUNCT
alkej-159	224	4	42	42	NUM
alkej-159	224	5	,	,	PUNCT
alkej-159	224	6	1707	1707	NUM
alkej-159	224	7	-	-	SYM
alkej-159	224	8	1712	1712	NUM
alkej-159	224	9	(	(	PUNCT
alkej-159	224	10	2003	2003	NUM
alkej-159	224	11	)	)	PUNCT
alkej-159	224	12	.	.	PUNCT
alkej-159	225	1	[	[	X
alkej-159	225	2	4	4	NUM
alkej-159	225	3	]	]	X
alkej-159	225	4	ashfaq	ashfaq	ADJ
alkej-159	225	5	s.	s.	PROPN
alkej-159	225	6	and	and	CCONJ
alkej-159	225	7	muthanna	muthanna	PROPN
alkej-159	225	8	al	al	PROPN
alkej-159	225	9	-	-	PUNCT
alkej-159	225	10	dahhan	dahhan	PROPN
alkej-159	225	11	,	,	PUNCT
alkej-159	225	12	"	"	PUNCT
alkej-159	225	13	development	development	NOUN
alkej-159	225	14	of	of	ADP
alkej-159	225	15	an	an	DET
alkej-159	225	16	neural	neural	ADJ
alkej-159	225	17	correlation	correlation	NOUN
alkej-159	225	18	for	for	ADP
alkej-159	225	19	prediction	prediction	NOUN
alkej-159	225	20	of	of	ADP
alkej-159	225	21	overall	overall	ADJ
alkej-159	225	22	gas	gas	NOUN
alkej-159	225	23	holdup	holdup	NOUN
alkej-159	225	24	in	in	ADP
alkej-159	225	25	bubble	bubble	NOUN
alkej-159	225	26	column	column	NOUN
alkej-159	225	27	reactors	reactor	NOUN
alkej-159	225	28	"	"	PUNCT
alkej-159	225	29	,	,	PUNCT
alkej-159	225	30	che	che	PROPN
alkej-159	225	31	.	.	PUNCT
alkej-159	225	32	eng	eng	PROPN
alkej-159	225	33	.	.	PROPN
alkej-159	226	1	and	and	CCONJ
alkej-159	226	2	processing	process	VERB
alkej-159	226	3	42	42	NUM
alkej-159	226	4	599	599	NUM
alkej-159	226	5	-	-	SYM
alkej-159	226	6	610	610	NUM
alkej-159	226	7	(	(	PUNCT
alkej-159	226	8	2003	2003	NUM
alkej-159	226	9	)	)	PUNCT
alkej-159	226	10	.	.	PUNCT
alkej-159	227	1	[	[	X
alkej-159	227	2	5	5	X
alkej-159	227	3	]	]	PUNCT
alkej-159	227	4	ripley	ripley	PROPN
alkej-159	227	5	b.d	b.d	PROPN
alkej-159	227	6	.	.	PROPN
alkej-159	227	7	,	,	PUNCT
alkej-159	227	8	"	"	PUNCT
alkej-159	227	9	pattern	pattern	NOUN
alkej-159	227	10	recognition	recognition	NOUN
alkej-159	227	11	and	and	CCONJ
alkej-159	227	12	neural	neural	ADJ
alkej-159	227	13	networks	network	NOUN
alkej-159	227	14	"	"	PUNCT
alkej-159	227	15	,	,	PUNCT
alkej-159	227	16	cambridge	cambridge	PROPN
alkej-159	227	17	university	university	PROPN
alkej-159	227	18	press	press	PROPN
alkej-159	227	19	,	,	PUNCT
alkej-159	227	20	cambridge	cambridge	PROPN
alkej-159	227	21	,	,	PUNCT
alkej-159	227	22	(	(	PUNCT
alkej-159	227	23	1996	1996	NUM
alkej-159	227	24	)	)	PUNCT
alkej-159	227	25	.	.	PUNCT
alkej-159	228	1	[	[	X
alkej-159	228	2	6	6	NUM
alkej-159	228	3	]	]	X
alkej-159	228	4	perry	perry	NOUN
alkej-159	228	5	,	,	PUNCT
alkej-159	228	6	"	"	PUNCT
alkej-159	228	7	chemical	chemical	NOUN
alkej-159	228	8	engineers	engineer	NOUN
alkej-159	228	9	'	'	PART
alkej-159	228	10	handbook	handbook	NOUN
alkej-159	228	11	"	"	PUNCT
alkej-159	228	12	,	,	PUNCT
alkej-159	228	13	6th	6th	ADJ
alkej-159	228	14	edition	edition	NOUN
alkej-159	228	15	,	,	PUNCT
alkej-159	228	16	new	new	PROPN
alkej-159	228	17	york	york	PROPN
alkej-159	228	18	:	:	PUNCT
alkej-159	228	19	mcgraw	mcgraw	PROPN
alkej-159	228	20	-	-	PUNCT
alkej-159	228	21	hill	hill	PROPN
alkej-159	228	22	,	,	PUNCT
alkej-159	228	23	(	(	PUNCT
alkej-159	228	24	1984	1984	NUM
alkej-159	228	25	)	)	PUNCT
alkej-159	228	26	.	.	PUNCT
alkej-159	229	1	[	[	X
alkej-159	229	2	7	7	X
alkej-159	229	3	]	]	PUNCT
alkej-159	229	4	koide	koide	NOUN
alkej-159	229	5	k.	k.	PROPN
alkej-159	229	6	,	,	PUNCT
alkej-159	229	7	takazawa	takazawa	PROPN
alkej-159	229	8	a.	a.	NOUN
alkej-159	229	9	,	,	PUNCT
alkej-159	229	10	komura	komura	NOUN
alkej-159	229	11	m.	m.	NOUN
alkej-159	229	12	and	and	CCONJ
alkej-159	229	13	matsunga	matsunga	PROPN
alkej-159	229	14	h.	h.	PROPN
alkej-159	229	15	"	"	PUNCT
alkej-159	229	16	gas	gas	NOUN
alkej-159	229	17	holdup	holdup	NOUN
alkej-159	229	18	and	and	CCONJ
alkej-159	229	19	volumetric	volumetric	ADJ
alkej-159	229	20	liquid	liquid	NOUN
alkej-159	229	21	phase	phase	NOUN
alkej-159	229	22	mass	mass	NOUN
alkej-159	229	23	transfer	transfer	NOUN
alkej-159	229	24	coefficient	coefficient	NOUN
alkej-159	229	25	in	in	ADP
alkej-159	229	26	solid	solid	ADJ
alkej-159	229	27	suspended	suspend	VERB
alkej-159	229	28	bubble	bubble	NOUN
alkej-159	229	29	column	column	NOUN
alkej-159	229	30	"	"	PUNCT
alkej-159	229	31	,	,	PUNCT
alkej-159	229	32	j	j	PROPN
alkej-159	229	33	chem	chem	NOUN
alkej-159	229	34	.	.	PUNCT
alkej-159	230	1	eng	eng	PROPN
alkej-159	230	2	.	.	PUNCT
alkej-159	231	1	jpn	jpn	PROPN
alkej-159	231	2	17	17	NUM
alkej-159	231	3	,	,	PUNCT
alkej-159	231	4	459	459	NUM
alkej-159	231	5	-	-	SYM
alkej-159	231	6	466	466	NUM
alkej-159	231	7	(	(	PUNCT
alkej-159	231	8	1984	1984	NUM
alkej-159	231	9	)	)	PUNCT
alkej-159	231	10	.	.	PUNCT
alkej-159	232	1	[	[	X
alkej-159	232	2	8	8	NUM
alkej-159	232	3	]	]	X
alkej-159	232	4	krishna	krishna	PROPN
alkej-159	232	5	r	r	PROPN
alkej-159	232	6	,	,	PUNCT
alkej-159	232	7	van	van	PROPN
alkej-159	232	8	baten	baten	PROPN
alkej-159	232	9	jm	jm	PROPN
alkej-159	232	10	,	,	PUNCT
alkej-159	232	11	"	"	PUNCT
alkej-159	232	12	mass	mass	ADJ
alkej-159	232	13	transfer	transfer	NOUN
alkej-159	232	14	in	in	ADP
alkej-159	232	15	bubble	bubble	NOUN
alkej-159	232	16	columns	column	NOUN
alkej-159	232	17	"	"	PUNCT
alkej-159	232	18	,	,	PUNCT
alkej-159	232	19	catal	catal	ADJ
alkej-159	232	20	today	today	NOUN
alkej-159	232	21	vol	vol	NOUN
alkej-159	232	22	.	.	PROPN
alkej-159	232	23	79	79	NUM
alkej-159	232	24	-	-	SYM
alkej-159	232	25	80	80	NUM
alkej-159	232	26	,	,	PUNCT
alkej-159	232	27	67	67	NUM
alkej-159	232	28	-	-	SYM
alkej-159	232	29	75	75	NUM
alkej-159	232	30	(	(	PUNCT
alkej-159	232	31	2003	2003	NUM
alkej-159	232	32	)	)	PUNCT
alkej-159	232	33	.	.	PUNCT
alkej-159	233	1	[	[	X
alkej-159	233	2	9	9	NUM
alkej-159	233	3	]	]	PUNCT
alkej-159	233	4	verma	verma	PROPN
alkej-159	233	5	ak	ak	PROPN
alkej-159	233	6	,	,	PUNCT
alkej-159	233	7	rai	rai	PROPN
alkej-159	233	8	s	s	PROPN
alkej-159	233	9	,	,	PUNCT
alkej-159	233	10	"	"	PUNCT
alkej-159	233	11	studies	study	NOUN
alkej-159	233	12	on	on	ADP
alkej-159	233	13	surface	surface	NOUN
alkej-159	233	14	to	to	ADP
alkej-159	233	15	bulk	bulk	ADJ
alkej-159	233	16	ionic	ionic	ADJ
alkej-159	233	17	mass	mass	NOUN
alkej-159	233	18	transfer	transfer	NOUN
alkej-159	233	19	in	in	ADP
alkej-159	233	20	bubble	bubble	NOUN
alkej-159	233	21	column	column	NOUN
alkej-159	233	22	"	"	PUNCT
alkej-159	233	23	,	,	PUNCT
alkej-159	233	24	chem	chem	NOUN
alkej-159	233	25	.	.	PUNCT
alkej-159	234	1	eng	eng	PROPN
alkej-159	234	2	.	.	PUNCT
alkej-159	235	1	j.	j.	PROPN
alkej-159	235	2	,	,	PUNCT
alkej-159	235	3	vol	vol	NOUN
alkej-159	235	4	.	.	PROPN
alkej-159	235	5	94	94	NUM
alkej-159	235	6	,	,	PUNCT
alkej-159	235	7	6772(2003	6772(2003	NUM
alkej-159	235	8	)	)	PUNCT
alkej-159	235	9	.	.	PUNCT
alkej-159	236	1	[	[	X
alkej-159	236	2	10	10	NUM
alkej-159	236	3	]	]	SYM
alkej-159	236	4	vandu	vandu	NOUN
alkej-159	236	5	co	co	NOUN
alkej-159	236	6	,	,	PUNCT
alkej-159	236	7	krishna	krishna	PROPN
alkej-159	236	8	r	r	NOUN
alkej-159	236	9	,	,	PUNCT
alkej-159	236	10	"	"	PUNCT
alkej-159	236	11	volumetric	volumetric	ADJ
alkej-159	236	12	mass	mass	NOUN
alkej-159	236	13	transfer	transfer	NOUN
alkej-159	236	14	coefficients	coefficient	NOUN
alkej-159	236	15	in	in	ADP
alkej-159	236	16	slurry	slurry	NOUN
alkej-159	236	17	bubble	bubble	NOUN
alkej-159	236	18	columns	column	NOUN
alkej-159	236	19	operating	operate	VERB
alkej-159	236	20	in	in	ADP
alkej-159	236	21	churn	churn	NOUN
alkej-159	236	22	–	–	PUNCT
alkej-159	236	23	turbulent	turbulent	ADJ
alkej-159	236	24	flow	flow	NOUN
alkej-159	236	25	regime	regime	NOUN
alkej-159	236	26	"	"	PUNCT
alkej-159	236	27	,	,	PUNCT
alkej-159	236	28	chem	chem	NOUN
alkej-159	236	29	.	.	PUNCT
alkej-159	237	1	eng	eng	PROPN
alkej-159	237	2	.	.	PROPN
alkej-159	237	3	process	process	PROPN
alkej-159	237	4	vol	vol	NOUN
alkej-159	237	5	.	.	PUNCT
alkej-159	237	6	43,987	43,987	NUM
alkej-159	237	7	-	-	SYM
alkej-159	237	8	995,(2004	995,(2004	NUM
alkej-159	237	9	)	)	PUNCT
alkej-159	237	10	.	.	PUNCT
alkej-159	238	1	[	[	X
alkej-159	238	2	11	11	NUM
alkej-159	238	3	]	]	X
alkej-159	238	4	ozturk	ozturk	PROPN
alkej-159	238	5	ss	ss	PROPN
alkej-159	238	6	.	.	PROPN
alkej-159	238	7	,	,	PUNCT
alkej-159	238	8	schumpe	schumpe	PROPN
alkej-159	238	9	a.	a.	PROPN
alkej-159	238	10	,	,	PUNCT
alkej-159	238	11	and	and	CCONJ
alkej-159	238	12	deckwer	deckwer	NOUN
alkej-159	238	13	wd	wd	PROPN
alkej-159	238	14	.	.	PUNCT
alkej-159	238	15	"	"	PUNCT
alkej-159	238	16	organic	organic	ADJ
alkej-159	238	17	liquid	liquid	NOUN
alkej-159	238	18	in	in	ADP
alkej-159	238	19	a	a	DET
alkej-159	238	20	bubble	bubble	NOUN
alkej-159	238	21	column	column	NOUN
alkej-159	238	22	:	:	PUNCT
alkej-159	238	23	holdups	holdup	NOUN
alkej-159	238	24	and	and	CCONJ
alkej-159	238	25	mass	mass	NOUN
alkej-159	238	26	transfer	transfer	NOUN
alkej-159	238	27	coefficient	coefficient	NOUN
alkej-159	238	28	"	"	PUNCT
alkej-159	238	29	aiche	aiche	PROPN
alkej-159	238	30	j	j	PROPN
alkej-159	238	31	,	,	PUNCT
alkej-159	238	32	33	33	NUM
alkej-159	238	33	,	,	PUNCT
alkej-159	238	34	1473	1473	NUM
alkej-159	238	35	-	-	SYM
alkej-159	238	36	1480	1480	NUM
alkej-159	238	37	(	(	PUNCT
alkej-159	238	38	1987	1987	NUM
alkej-159	238	39	)	)	PUNCT
alkej-159	238	40	.	.	PUNCT
alkej-159	239	1	[	[	X
alkej-159	239	2	12	12	NUM
alkej-159	239	3	]	]	X
alkej-159	239	4	behkish	behkish	ADJ
alkej-159	239	5	a	a	PROPN
alkej-159	239	6	,	,	PUNCT
alkej-159	239	7	men	man	NOUN
alkej-159	239	8	z	z	PROPN
alkej-159	239	9	,	,	PUNCT
alkej-159	239	10	inga	inga	PROPN
alkej-159	239	11	rj	rj	PROPN
alkej-159	239	12	.	.	PROPN
alkej-159	239	13	,	,	PUNCT
alkej-159	239	14	moris	moris	PROPN
alkej-159	239	15	bi	bi	PROPN
alkej-159	239	16	.	.	PROPN
alkej-159	239	17	,"mass	,"mass	PUNCT
alkej-159	239	18	transfer	transfer	NOUN
alkej-159	239	19	characteristics	characteristic	NOUN
alkej-159	239	20	in	in	ADP
alkej-159	239	21	a	a	DET
alkej-159	239	22	large	large	ADJ
alkej-159	239	23	scale	scale	NOUN
alkej-159	239	24	slurry	slurry	NOUN
alkej-159	239	25	bubble	bubble	NOUN
alkej-159	239	26	column	column	NOUN
alkej-159	239	27	reactor	reactor	NOUN
alkej-159	239	28	with	with	ADP
alkej-159	239	29	organic	organic	ADJ
alkej-159	239	30	liquid	liquid	ADJ
alkej-159	239	31	mixtures	mixture	NOUN
alkej-159	239	32	"	"	PUNCT
alkej-159	239	33	,	,	PUNCT
alkej-159	239	34	chem	chem	NOUN
alkej-159	239	35	.	.	PUNCT
alkej-159	240	1	eng	eng	PROPN
alkej-159	240	2	.	.	PUNCT
alkej-159	241	1	sci	sci	PROPN
alkej-159	241	2	.	.	PUNCT
alkej-159	241	3	vol	vol	NOUN
alkej-159	241	4	.	.	PROPN
alkej-159	241	5	57	57	NUM
alkej-159	241	6	,	,	PUNCT
alkej-159	241	7	3307	3307	NUM
alkej-159	241	8	-	-	SYM
alkej-159	241	9	3324(2002	3324(2002	NUM
alkej-159	241	10	)	)	PUNCT
alkej-159	241	11	.	.	PUNCT
alkej-159	241	12	)	)	PUNCT
alkej-159	242	1	2013(60	2013(60	NUM
alkej-159	242	2	-	-	SYM
alkej-159	242	3	70	70	NUM
alkej-159	242	4	،	،	NOUN
alkej-159	242	5	صفحة	صفحة	PROPN
alkej-159	242	6	1	1	NUM
alkej-159	242	7	،	،	NOUN
alkej-159	242	8	العدد9مجلة	العدد9مجلة	NOUN
alkej-159	242	9	الخوارزمي	الخوارزمي	VERB
alkej-159	242	10	الھندسیة	الھندسیة	PROPN
alkej-159	242	11	المجلد	المجلد	PROPN
alkej-159	243	1	صفاء	صفاء	ADJ
alkej-159	243	2	الدین	الدین	NOUN
alkej-159	243	3	عبد	عبد	VERB
alkej-159	243	4	اهللا	اهللا	PROPN
alkej-159	243	5	النعیمي	النعیمي	PROPN
alkej-159	243	6	70	70	NUM
alkej-159	243	7	دراسة	دراسة	PROPN
alkej-159	243	8	محاكاة	محاكاة	PROPN
alkej-159	243	9	معامل	معامل	PROPN
alkej-159	243	10	انتقال	انتقال	PROPN
alkej-159	243	11	الكتلة	الكتلة	PROPN
alkej-159	243	12	في	في	ADP
alkej-159	243	13	العمود	العمود	PROPN
alkej-159	243	14	الفقاعي	الفقاعي	PROPN
alkej-159	243	15	ثالثي	ثالثي	PROPN
alkej-159	243	16	األطوار	األطوار	ADJ
alkej-159	243	17	باستخدام	باستخدام	PROPN
alkej-159	243	18	الشبكات	الشبكات	PROPN
alkej-159	243	19	العصبیة	العصبیة	NOUN
alkej-159	243	20	الصناعیة	الصناعیة	VERB
alkej-159	243	21	*	*	PUNCT
alkej-159	243	22	*	*	PUNCT
alkej-159	243	23	*	*	PUNCT
alkej-159	243	24	حیدر	حیدر	PROPN
alkej-159	243	25	عبد	عبد	PROPN
alkej-159	243	26	الكریم	الكریم	NOUN
alkej-159	243	27	محسن	محسن	PROPN
alkej-159	243	28	*	*	PUNCT
alkej-159	243	29	*	*	PROPN
alkej-159	243	30	صالح	صالح	PROPN
alkej-159	243	31	عبد	عبد	PROPN
alkej-159	243	32	الجبار	الجبار	NOUN
alkej-159	243	33	صالح	صالح	NOUN
alkej-159	243	34	*	*	PUNCT
alkej-159	243	35	صفاء	صفاء	ADJ
alkej-159	243	36	الدین	الدین	NOUN
alkej-159	243	37	عبد	عبد	VERB
alkej-159	243	38	اهللا	اهللا	PROPN
alkej-159	243	39	النعیمي	النعیمي	PROPN
alkej-159	243	40	التكنولوجیةالجامعة	التكنولوجیةالجامعة	PROPN
alkej-159	243	41	/قسم	/قسم	PROPN
alkej-159	243	42	الھندسة	الھندسة	NOUN
alkej-159	244	1	الكیمیاویة	الكیمیاویة	VERB
alkej-159	244	2	*	*	PUNCT
alkej-159	245	1	*	*	PUNCT
alkej-159	245	2	*	*	NOUN
alkej-159	245	3	،	،	X
alkej-159	245	4	*	*	X
alkej-159	245	5	جامعة	جامعة	PROPN
alkej-159	245	6	القادسیة	القادسیة	NOUN
alkej-159	245	7	/قسم	/قسم	PROPN
alkej-159	245	8	الھندسة	الھندسة	NOUN
alkej-159	245	9	الكیمیاویة	الكیمیاویة	PROPN
alkej-159	246	1	*	*	PUNCT
alkej-159	246	2	*	*	PUNCT
alkej-159	247	1	hachemical@yahoo.com	hachemical@yahoo.com	X
alkej-159	248	1	*	*	PUNCT
alkej-159	248	2	*	*	PUNCT
alkej-159	248	3	*	*	PUNCT
alkej-159	248	4	:	:	PUNCT
alkej-159	248	5	االلكتروني	االلكتروني	NOUN
alkej-159	248	6	البرید	البرید	NOUN
alkej-159	248	7	الخالصة	الخالصة	NOUN
alkej-159	248	8	في	في	SCONJ
alkej-159	248	9	مفاعل	مفاعل	NOUN
alkej-159	248	10	)	)	PUNCT
alkej-159	249	1	kla(و	kla(و	PROPN
alkej-159	249	2	اعتماد	اعتماد	PROPN
alkej-159	249	3	عالقات	عالقات	PROPN
alkej-159	249	4	معامل	معامل	PROPN
alkej-159	249	5	انتقال	انتقال	PROPN
alkej-159	249	6	الكتلة	الكتلة	PROPN
alkej-159	249	7	الحجمي	الحجمي	PROPN
alkej-159	249	8	)	)	PUNCT
alkej-159	249	9	متعّدد	متعّدد	PRON
alkej-159	249	10	الطبقة	الطبقة	PROPN
alkej-159	249	11	perceptron(ھدف	perceptron(ھدف	PROPN
alkej-159	249	12	ھذه	ھذه	PROPN
alkej-159	249	13	الدراسة	الدراسة	PROPN
alkej-159	249	14	كان	كان	PROPN
alkej-159	249	15	تطویر	تطویر	PROPN
alkej-159	249	16	خوارزمیة	خوارزمیة	PROPN
alkej-159	249	17	الشبكة	الشبكة	PROPN
alkej-159	249	18	عصبیِة	عصبیِة	PROPN
alkej-159	249	19	،	،	PROPN
alkej-159	249	20	متعّدد	متعّدد	PROPN
alkej-159	249	21	الطبقة	الطبقة	PROPN
alkej-159	249	22	ھو	ھو	ADP
alkej-159	249	23	تقنیة	تقنیة	PROPN
alkej-159	250	1	مبتكرة	مبتكرة	NOUN
alkej-159	250	2	و	و	PRON
alkej-159	250	3	معتمدة	معتمدة	VERB
alkej-159	250	4	على	على	NOUN
alkej-159	250	5	میزة	میزة	PROPN
alkej-159	250	6	نظریة	نظریة	PROPN
alkej-159	250	7	الجیِل	الجیِل	PROPN
alkej-159	250	8	باستخدام	باستخدام	NOUN
alkej-159	250	9	شبكة	شبكة	PROPN
alkej-159	250	10	التولیِد	التولیِد	PROPN
alkej-159	250	11	)	)	PUNCT
alkej-159	250	12	(	(	PUNCT
alkej-159	250	13	perceptron	perceptron	PROPN
alkej-159	250	14	)	)	PUNCT
alkej-159	250	15	.	.	PUNCT
alkej-159	251	1	صلب	صلب	NOUN
alkej-159	251	2	-	-	PUNCT
alkej-159	251	3	غاز	غاز	NOUN
alkej-159	251	4	-	-	PUNCT
alkej-159	251	5	سائل(العمود	سائل(العمود	ADJ
alkej-159	251	6	الفقاعي	الفقاعي	NOUN
alkej-159	251	7	ثالثي	ثالثي	NOUN
alkej-159	251	8	االطوار	االطوار	ADJ
alkej-159	251	9	ھواء	ھواء	PROPN
alkej-159	251	10	(	(	PUNCT
alkej-159	251	11	و	و	NOUN
alkej-159	251	12	)	)	PUNCT
alkej-159	251	13	ھواء	ھواء	NOUN
alkej-159	251	14	وغلیسرین	وغلیسرین	PROPN
alkej-159	251	15	(	(	PUNCT
alkej-159	251	16	,	,	PUNCT
alkej-159	251	17	)	)	PUNCT
alkej-159	251	18	ھواء	ھواء	PROPN
alkej-159	251	19	وماء(م	وماء(م	PROPN
alkej-159	251	20	وباستخدام	وباستخدام	PROPN
alkej-159	251	21	ثالثة	ثالثة	PROPN
alkej-159	251	22	انظمة	انظمة	VERB
alkej-159	251	23	وھي	وھي	PROPN
alkej-159	252	1	٠.١٥كتلة	٠.١٥كتلة	PROPN
alkej-159	253	1	في	في	SCONJ
alkej-159	253	2	عمود	عمود	PROPN
alkej-159	253	3	فقاعي	فقاعي	PROPN
alkej-159	253	4	ذي	ذي	PROPN
alkej-159	253	5	قطر	قطر	VERB
alkej-159	253	6	تم	تم	NOUN
alkej-159	253	7	قیاس	قیاس	PROPN
alkej-159	253	8	معامل	معامل	PROPN
alkej-159	253	9	انتقال	انتقال	PROPN
alkej-159	253	10	ال	ال	ADP
alkej-159	253	11	.	.	PUNCT
alkej-159	254	1	العصبیة	العصبیة	NOUN
alkej-159	254	2	العكسیة	العكسیة	INTJ
alkej-159	254	3	تم	تم	INTJ
alkej-159	254	4	.	.	PUNCT
alkej-159	255	1	ثانیة	ثانیة	NOUN
alkej-159	256	1	و	و	PRON
alkej-159	256	2	وجد	وجد	VERB
alkej-159	256	3	بأن	بأن	NOUN
alkej-159	256	4	معامل	معامل	NOUN
alkej-159	256	5	انتقال	انتقال	PROPN
alkej-159	256	6	الكتلة	الكتلة	PROPN
alkej-159	256	7	قد	قد	PROPN
alkej-159	256	8	تناقص	تناقص	PROPN
alkej-159	256	9	بزیادة	بزیادة	PROPN
alkej-159	256	10	تركیز	تركیز	PROPN
alkej-159	256	11	الصلب	الصلب	VERB
alkej-159	256	12	في	في	ADP
alkej-159	256	13	العمود	العمود	VERB
alkej-159	256	14	/	/	SYM
alkej-159	256	15	سم	سم	PRON
alkej-159	256	16	٢٠الى	٢٠الى	ADJ
alkej-159	256	17	٠تم	٠تم	PROPN
alkej-159	256	18	تشغیل	تشغیل	PROPN
alkej-159	256	19	العمود	العمود	PROPN
alkej-159	256	20	الفقاعي	الفقاعي	PROPN
alkej-159	256	21	بسرع	بسرع	VERB
alkej-159	257	1	غاز	غاز	ADJ
alkej-159	257	2	تراوحت	تراوحت	NOUN
alkej-159	257	3	من	من	PRON
alkej-159	257	4	)	)	PUNCT
alkej-159	257	5	.	.	PUNCT
alkej-159	258	1	وكحول	وكحول	PROPN
alkej-159	258	2	تم	تم	AUX
alkej-159	258	3	و	و	PROPN
alkej-159	258	4	(	(	PUNCT
alkej-159	258	5	spss	spss	PROPN
alkej-159	258	6	17)باستخدام	17)باستخدام	NUM
alkej-159	258	7	برنامج	برنامج	NOUN
alkej-159	258	8	klaطة	klaطة	VERB
alkej-159	258	9	من	من	INTJ
alkej-159	258	10	التجارب	التجارب	PROPN
alkej-159	258	11	العملیة	العملیة	ADP
alkej-159	258	12	لألنظمة	لألنظمة	PROPN
alkej-159	259	1	الثالثة	الثالثة	PROPN
alkej-159	259	2	واستعملت	واستعملت	PROPN
alkej-159	259	3	ھذه	ھذه	PROPN
alkej-159	259	4	النتائج	النتائج	PROPN
alkej-159	259	5	العملیة	العملیة	VERB
alkej-159	259	6	للتكھن	للتكھن	PROPN
alkej-159	259	7	بقیم	بقیم	NOUN
alkej-159	259	8	نق	نق	ADP
alkej-159	259	9	١٥٧٥الحصول	١٥٧٥الحصول	NOUN
alkej-159	260	1	على	على	NOUN
alkej-159	260	2	.لبیانات	.لبیانات	ADP
alkej-159	260	3	اإلختبار	اإلختبار	NOUN
alkej-159	260	4	)	)	PUNCT
alkej-159	260	5	٠.٠١٠٦٤(للبیابات	٠.٠١٠٦٤(للبیابات	PROPN
alkej-159	260	6	التدریبیة	التدریبیة	PROPN
alkej-159	260	7	و	و	PROPN
alkej-159	260	8	)	)	PUNCT
alkej-159	260	9	٠.٠٥٢٦٤(المتوقع	٠.٠٥٢٦٤(المتوقع	VERB
alkej-159	260	10	من	من	NUM
alkej-159	260	11	البرنامج	البرنامج	NOUN
alkej-159	260	12	و	و	PRON
alkej-159	260	13	بمربع	بمربع	VERB
alkej-159	260	14	خطأ	خطأ	PROPN
alkej-159	260	15	مقداره	مقداره	X
alkej-159	260	16	)	)	PUNCT
alkej-159	260	17	kla(الحصول	kla(الحصول	PROPN
alkej-159	260	18	على	على	PROPN
alkej-159	260	19	معامل	معامل	PROPN
alkej-159	260	20	انتقال	انتقال	PROPN
alkej-159	260	21	الكتلة	الكتلة	PROPN
alkej-159	260	22	الحجمي	الحجمي	PROPN
alkej-159	260	23	mailto:hachemical@yahoo.com	mailto:hachemical@yahoo.com	PROPN