id	sid	tid	token	lemma	pos
ispiv-38	1	1	14th	14th	ADJ
ispiv-38	1	2	international	international	ADJ
ispiv-38	1	3	symposium	symposium	NOUN
ispiv-38	1	4	on	on	ADP
ispiv-38	1	5	particle	particle	NOUN
ispiv-38	1	6	image	image	NOUN
ispiv-38	1	7	velocimetry	velocimetry	NOUN
ispiv-38	1	8	–	–	PUNCT
ispiv-38	1	9	ispiv	ispiv	NOUN
ispiv-38	1	10	2021	2021	NUM
ispiv-38	1	11	august	august	PROPN
ispiv-38	1	12	1–5	1–5	NUM
ispiv-38	1	13	,	,	PUNCT
ispiv-38	1	14	2021	2021	NUM
ispiv-38	1	15	an	an	DET
ispiv-38	1	16	experimental	experimental	ADJ
ispiv-38	1	17	study	study	NOUN
ispiv-38	1	18	of	of	ADP
ispiv-38	1	19	unsteady	unsteady	ADJ
ispiv-38	1	20	heat	heat	NOUN
ispiv-38	1	21	transfer	transfer	NOUN
ispiv-38	1	22	and	and	CCONJ
ispiv-38	1	23	phase	phase	NOUN
ispiv-38	1	24	changing	change	VERB
ispiv-38	1	25	process	process	NOUN
ispiv-38	1	26	upon	upon	SCONJ
ispiv-38	1	27	impacting	impact	VERB
ispiv-38	1	28	of	of	ADP
ispiv-38	1	29	ice	ice	NOUN
ispiv-38	1	30	crystals	crystal	NOUN
ispiv-38	1	31	onto	onto	ADP
ispiv-38	1	32	heated	heated	ADJ
ispiv-38	1	33	surfaces	surface	NOUN
ispiv-38	1	34	pertinent	pertinent	ADJ
ispiv-38	1	35	to	to	ADP
ispiv-38	1	36	aero	aero	ADJ
ispiv-38	1	37	-	-	PUNCT
ispiv-38	1	38	engine	engine	NOUN
ispiv-38	1	39	icing	ice	VERB
ispiv-38	1	40	phenomena	phenomena	PROPN
ispiv-38	1	41	haiyang	haiyang	PROPN
ispiv-38	1	42	hu	hu	PROPN
ispiv-38	1	43	,	,	PUNCT
ispiv-38	1	44	linchuan	linchuan	PROPN
ispiv-38	1	45	tian	tian	PROPN
ispiv-38	1	46	,	,	PUNCT
ispiv-38	1	47	hui	hui	PROPN
ispiv-38	1	48	hu	hu	PROPN
ispiv-38	1	49	*	*	PROPN
ispiv-38	1	50	department	department	PROPN
ispiv-38	1	51	of	of	ADP
ispiv-38	1	52	aerospace	aerospace	PROPN
ispiv-38	1	53	engineering	engineering	NOUN
ispiv-38	1	54	,	,	PUNCT
ispiv-38	1	55	iowa	iowa	PROPN
ispiv-38	1	56	state	state	PROPN
ispiv-38	1	57	university	university	PROPN
ispiv-38	1	58	,	,	PUNCT
ispiv-38	1	59	ames	ames	PROPN
ispiv-38	1	60	,	,	PUNCT
ispiv-38	1	61	iowa	iowa	PROPN
ispiv-38	1	62	50014	50014	NUM
ispiv-38	1	63	,	,	PUNCT
ispiv-38	1	64	usa	usa	PROPN
ispiv-38	1	65	*	*	PUNCT
ispiv-38	1	66	corresponding	correspond	VERB
ispiv-38	1	67	authors	author	NOUN
ispiv-38	1	68	:	:	PUNCT
ispiv-38	1	69	huhui@iastate.edu	huhui@iastate.edu	AUX
ispiv-38	1	70	extend	extend	VERB
ispiv-38	1	71	abstract	abstract	ADJ
ispiv-38	1	72	ice	ice	NOUN
ispiv-38	1	73	accretion	accretion	NOUN
ispiv-38	1	74	on	on	ADP
ispiv-38	1	75	exposed	expose	VERB
ispiv-38	1	76	surfaces	surface	NOUN
ispiv-38	1	77	of	of	ADP
ispiv-38	1	78	aero	aero	ADJ
ispiv-38	1	79	-	-	PUNCT
ispiv-38	1	80	engine	engine	NOUN
ispiv-38	1	81	components	component	NOUN
ispiv-38	1	82	has	have	AUX
ispiv-38	1	83	been	be	AUX
ispiv-38	1	84	widely	widely	ADV
ispiv-38	1	85	recognized	recognize	VERB
ispiv-38	1	86	as	as	ADP
ispiv-38	1	87	a	a	DET
ispiv-38	1	88	significant	significant	ADJ
ispiv-38	1	89	hazard	hazard	NOUN
ispiv-38	1	90	to	to	ADP
ispiv-38	1	91	aviation	aviation	NOUN
ispiv-38	1	92	safety	safety	NOUN
ispiv-38	1	93	in	in	ADP
ispiv-38	1	94	cold	cold	ADJ
ispiv-38	1	95	weathers	weather	NOUN
ispiv-38	1	96	.	.	PUNCT
ispiv-38	2	1	icing	ice	VERB
ispiv-38	2	2	process	process	NOUN
ispiv-38	2	3	due	due	ADP
ispiv-38	2	4	to	to	ADP
ispiv-38	2	5	the	the	DET
ispiv-38	2	6	impingement	impingement	NOUN
ispiv-38	2	7	of	of	ADP
ispiv-38	2	8	the	the	DET
ispiv-38	2	9	supercooled	supercoole	VERB
ispiv-38	2	10	water	water	NOUN
ispiv-38	2	11	droplets	droplet	NOUN
ispiv-38	2	12	suspended	suspend	VERB
ispiv-38	2	13	in	in	ADP
ispiv-38	2	14	the	the	DET
ispiv-38	2	15	cloud	cloud	NOUN
ispiv-38	2	16	onto	onto	ADP
ispiv-38	2	17	the	the	DET
ispiv-38	2	18	cold	cold	ADJ
ispiv-38	2	19	surfaces	surface	NOUN
ispiv-38	2	20	of	of	ADP
ispiv-38	2	21	inlet	inlet	ADJ
ispiv-38	2	22	components	component	NOUN
ispiv-38	2	23	of	of	ADP
ispiv-38	2	24	aeroengines	aeroengine	NOUN
ispiv-38	2	25	have	have	AUX
ispiv-38	2	26	been	be	AUX
ispiv-38	2	27	studied	study	VERB
ispiv-38	2	28	extensively	extensively	ADV
ispiv-38	2	29	for	for	ADP
ispiv-38	2	30	decades	decade	NOUN
ispiv-38	2	31	.	.	PUNCT
ispiv-38	3	1	since	since	SCONJ
ispiv-38	3	2	ice	ice	NOUN
ispiv-38	3	3	particles	particle	NOUN
ispiv-38	3	4	were	be	AUX
ispiv-38	3	5	believed	believe	VERB
ispiv-38	3	6	to	to	PART
ispiv-38	3	7	simply	simply	ADV
ispiv-38	3	8	bounce	bounce	VERB
ispiv-38	3	9	off	off	ADP
ispiv-38	3	10	from	from	ADP
ispiv-38	3	11	the	the	DET
ispiv-38	3	12	exposed	expose	VERB
ispiv-38	3	13	surfaces	surface	NOUN
ispiv-38	3	14	of	of	ADP
ispiv-38	3	15	aero	aero	ADJ
ispiv-38	3	16	-	-	PUNCT
ispiv-38	3	17	engine	engine	NOUN
ispiv-38	3	18	components	component	NOUN
ispiv-38	3	19	,	,	PUNCT
ispiv-38	3	20	ice	ice	NOUN
ispiv-38	3	21	crystals	crystal	NOUN
ispiv-38	3	22	in	in	ADP
ispiv-38	3	23	the	the	DET
ispiv-38	3	24	clouds	cloud	NOUN
ispiv-38	3	25	were	be	AUX
ispiv-38	3	26	initially	initially	ADV
ispiv-38	3	27	considered	consider	VERB
ispiv-38	3	28	not	not	PART
ispiv-38	3	29	to	to	PART
ispiv-38	3	30	pose	pose	VERB
ispiv-38	3	31	a	a	DET
ispiv-38	3	32	threat	threat	NOUN
ispiv-38	3	33	to	to	ADP
ispiv-38	3	34	aviation	aviation	NOUN
ispiv-38	3	35	safety	safety	NOUN
ispiv-38	3	36	.	.	PUNCT
ispiv-38	4	1	therefore	therefore	ADV
ispiv-38	4	2	,	,	PUNCT
ispiv-38	4	3	the	the	DET
ispiv-38	4	4	ice	ice	NOUN
ispiv-38	4	5	accretion	accretion	NOUN
ispiv-38	4	6	process	process	NOUN
ispiv-38	4	7	due	due	ADP
ispiv-38	4	8	to	to	ADP
ispiv-38	4	9	the	the	DET
ispiv-38	4	10	impacting	impacting	NOUN
ispiv-38	4	11	of	of	ADP
ispiv-38	4	12	ice	ice	NOUN
ispiv-38	4	13	crystals	crystal	NOUN
ispiv-38	4	14	onto	onto	ADP
ispiv-38	4	15	the	the	DET
ispiv-38	4	16	surfaces	surface	NOUN
ispiv-38	4	17	of	of	ADP
ispiv-38	4	18	hot	hot	ADJ
ispiv-38	4	19	engine	engine	NOUN
ispiv-38	4	20	componentes	componente	NOUN
ispiv-38	4	21	has	have	AUX
ispiv-38	4	22	not	not	PART
ispiv-38	4	23	been	be	AUX
ispiv-38	4	24	studied	study	VERB
ispiv-38	4	25	until	until	ADP
ispiv-38	4	26	recently	recently	ADV
ispiv-38	4	27	.	.	PUNCT
ispiv-38	5	1	it	it	PRON
ispiv-38	5	2	has	have	AUX
ispiv-38	5	3	been	be	AUX
ispiv-38	5	4	found	find	VERB
ispiv-38	5	5	recently	recently	ADV
ispiv-38	5	6	that	that	SCONJ
ispiv-38	5	7	,	,	PUNCT
ispiv-38	5	8	tiny	tiny	ADJ
ispiv-38	5	9	ice	ice	NOUN
ispiv-38	5	10	particles	particle	NOUN
ispiv-38	5	11	in	in	ADP
ispiv-38	5	12	the	the	DET
ispiv-38	5	13	cloud	cloud	NOUN
ispiv-38	5	14	may	may	AUX
ispiv-38	5	15	be	be	AUX
ispiv-38	5	16	partial	partial	ADJ
ispiv-38	5	17	/	/	SYM
ispiv-38	5	18	full	full	ADJ
ispiv-38	5	19	melting	melting	NOUN
ispiv-38	5	20	upon	upon	SCONJ
ispiv-38	5	21	impacting	impact	VERB
ispiv-38	5	22	onto	onto	ADP
ispiv-38	5	23	the	the	DET
ispiv-38	5	24	hot	hot	ADJ
ispiv-38	5	25	surfaces	surface	NOUN
ispiv-38	5	26	of	of	ADP
ispiv-38	5	27	aero	aero	ADJ
ispiv-38	5	28	-	-	PUNCT
ispiv-38	5	29	engine	engine	NOUN
ispiv-38	5	30	components	component	NOUN
ispiv-38	5	31	,	,	PUNCT
ispiv-38	5	32	such	such	ADJ
ispiv-38	5	33	as	as	ADP
ispiv-38	5	34	heated	heated	ADJ
ispiv-38	5	35	inlet	inlet	NOUN
ispiv-38	5	36	guide	guide	NOUN
ispiv-38	5	37	vanes	vane	NOUN
ispiv-38	5	38	(	(	PUNCT
ispiv-38	5	39	igv	igv	NOUN
ispiv-38	5	40	)	)	PUNCT
ispiv-38	5	41	and	and	CCONJ
ispiv-38	5	42	various	various	ADJ
ispiv-38	5	43	probes	probe	NOUN
ispiv-38	5	44	.	.	PUNCT
ispiv-38	6	1	the	the	DET
ispiv-38	6	2	partially	partially	ADV
ispiv-38	6	3	/	/	SYM
ispiv-38	6	4	fully	fully	ADV
ispiv-38	6	5	melted	melt	VERB
ispiv-38	6	6	ice	ice	NOUN
ispiv-38	6	7	crystals	crystal	NOUN
ispiv-38	6	8	were	be	AUX
ispiv-38	6	9	found	find	VERB
ispiv-38	6	10	to	to	PART
ispiv-38	6	11	stick	stick	VERB
ispiv-38	6	12	onto	onto	ADP
ispiv-38	6	13	the	the	DET
ispiv-38	6	14	hot	hot	ADJ
ispiv-38	6	15	surfaces	surface	NOUN
ispiv-38	6	16	and	and	CCONJ
ispiv-38	6	17	form	form	VERB
ispiv-38	6	18	thin	thin	ADJ
ispiv-38	6	19	water	water	NOUN
ispiv-38	6	20	film	film	NOUN
ispiv-38	6	21	,	,	PUNCT
ispiv-38	6	22	which	which	PRON
ispiv-38	6	23	would	would	AUX
ispiv-38	6	24	intercept	intercept	VERB
ispiv-38	6	25	more	more	ADV
ispiv-38	6	26	oncoming	oncoming	ADJ
ispiv-38	6	27	ice	ice	NOUN
ispiv-38	6	28	particles	particle	NOUN
ispiv-38	6	29	and	and	CCONJ
ispiv-38	6	30	lead	lead	VERB
ispiv-38	6	31	to	to	ADP
ispiv-38	6	32	significant	significant	ADJ
ispiv-38	6	33	ice	ice	NOUN
ispiv-38	6	34	accretion	accretion	NOUN
ispiv-38	6	35	over	over	ADP
ispiv-38	6	36	the	the	DET
ispiv-38	6	37	surfaces	surface	NOUN
ispiv-38	6	38	of	of	ADP
ispiv-38	6	39	the	the	DET
ispiv-38	6	40	hot	hot	ADJ
ispiv-38	6	41	engine	engine	NOUN
ispiv-38	6	42	components	component	NOUN
ispiv-38	6	43	.	.	PUNCT
ispiv-38	7	1	the	the	DET
ispiv-38	7	2	ice	ice	NOUN
ispiv-38	7	3	crystal	crystal	NOUN
ispiv-38	7	4	induced	induce	VERB
ispiv-38	7	5	ice	ice	NOUN
ispiv-38	7	6	accumulation	accumulation	NOUN
ispiv-38	7	7	on	on	ADP
ispiv-38	7	8	the	the	DET
ispiv-38	7	9	critical	critical	ADJ
ispiv-38	7	10	aero	aero	ADJ
ispiv-38	7	11	-	-	PUNCT
ispiv-38	7	12	engine	engine	NOUN
ispiv-38	7	13	components	component	NOUN
ispiv-38	7	14	has	have	AUX
ispiv-38	7	15	been	be	AUX
ispiv-38	7	16	found	find	VERB
ispiv-38	7	17	to	to	PART
ispiv-38	7	18	cause	cause	VERB
ispiv-38	7	19	significant	significant	ADJ
ispiv-38	7	20	engine	engine	NOUN
ispiv-38	7	21	performance	performance	NOUN
ispiv-38	7	22	loss	loss	NOUN
ispiv-38	7	23	and	and	CCONJ
ispiv-38	7	24	erroneous	erroneous	ADJ
ispiv-38	7	25	data	datum	NOUN
ispiv-38	7	26	being	be	AUX
ispiv-38	7	27	read	read	VERB
ispiv-38	7	28	from	from	ADP
ispiv-38	7	29	the	the	DET
ispiv-38	7	30	probes	probe	NOUN
ispiv-38	7	31	.	.	PUNCT
ispiv-38	8	1	in	in	ADP
ispiv-38	8	2	the	the	DET
ispiv-38	8	3	present	present	ADJ
ispiv-38	8	4	study	study	NOUN
ispiv-38	8	5	,	,	PUNCT
ispiv-38	8	6	a	a	DET
ispiv-38	8	7	series	series	NOUN
ispiv-38	8	8	of	of	ADP
ispiv-38	8	9	experimental	experimental	ADJ
ispiv-38	8	10	investigations	investigation	NOUN
ispiv-38	8	11	were	be	AUX
ispiv-38	8	12	conducted	conduct	VERB
ispiv-38	8	13	to	to	PART
ispiv-38	8	14	elucidate	elucidate	VERB
ispiv-38	8	15	the	the	DET
ispiv-38	8	16	underlying	underlying	ADJ
ispiv-38	8	17	physics	physics	NOUN
ispiv-38	8	18	of	of	ADP
ispiv-38	8	19	the	the	DET
ispiv-38	8	20	dynamic	dynamic	ADJ
ispiv-38	8	21	ice	ice	NOUN
ispiv-38	8	22	accretion	accretion	NOUN
ispiv-38	8	23	process	process	NOUN
ispiv-38	8	24	pertinent	pertinent	ADJ
ispiv-38	8	25	to	to	ADP
ispiv-38	8	26	ice	ice	NOUN
ispiv-38	8	27	crystal	crystal	NOUN
ispiv-38	8	28	icing	ice	VERB
ispiv-38	8	29	phenomena	phenomenon	NOUN
ispiv-38	8	30	.	.	PUNCT
ispiv-38	9	1	a	a	DET
ispiv-38	9	2	novel	novel	ADJ
ispiv-38	9	3	ice	ice	NOUN
ispiv-38	9	4	crystal	crystal	NOUN
ispiv-38	9	5	icing	ice	VERB
ispiv-38	9	6	test	test	NOUN
ispiv-38	9	7	rig	rig	NOUN
ispiv-38	9	8	with	with	ADP
ispiv-38	9	9	the	the	DET
ispiv-38	9	10	capacity	capacity	NOUN
ispiv-38	9	11	of	of	ADP
ispiv-38	9	12	generating	generate	VERB
ispiv-38	9	13	controllable	controllable	ADJ
ispiv-38	9	14	amount	amount	NOUN
ispiv-38	9	15	of	of	ADP
ispiv-38	9	16	ice	ice	NOUN
ispiv-38	9	17	crystals	crystal	NOUN
ispiv-38	9	18	and	and	CCONJ
ispiv-38	9	19	flying	fly	VERB
ispiv-38	9	20	speed	speed	NOUN
ispiv-38	9	21	up	up	ADP
ispiv-38	9	22	to	to	PART
ispiv-38	9	23	100	100	NUM
ispiv-38	9	24	m	m	NOUN
ispiv-38	9	25	/	/	SYM
ispiv-38	9	26	s	s	VERB
ispiv-38	9	27	was	be	AUX
ispiv-38	9	28	developed	develop	VERB
ispiv-38	9	29	in	in	ADP
ispiv-38	9	30	a	a	DET
ispiv-38	9	31	temperature	temperature	NOUN
ispiv-38	9	32	-	-	PUNCT
ispiv-38	9	33	controllable	controllable	ADJ
ispiv-38	9	34	environment	environment	NOUN
ispiv-38	9	35	chamber	chamber	NOUN
ispiv-38	9	36	for	for	ADP
ispiv-38	9	37	the	the	DET
ispiv-38	9	38	ice	ice	NOUN
ispiv-38	9	39	crystal	crystal	NOUN
ispiv-38	9	40	icing	ice	VERB
ispiv-38	9	41	studies	study	NOUN
ispiv-38	9	42	.	.	PUNCT
ispiv-38	10	1	by	by	ADP
ispiv-38	10	2	using	use	VERB
ispiv-38	10	3	a	a	DET
ispiv-38	10	4	high	high	ADJ
ispiv-38	10	5	-	-	PUNCT
ispiv-38	10	6	speed	speed	NOUN
ispiv-38	10	7	imaging	imaging	NOUN
ispiv-38	10	8	system	system	NOUN
ispiv-38	10	9	,	,	PUNCT
ispiv-38	10	10	a	a	DET
ispiv-38	10	11	digital	digital	ADJ
ispiv-38	10	12	particle	particle	NOUN
ispiv-38	10	13	image	image	NOUN
ispiv-38	10	14	velocimetry(piv	velocimetry(piv	NOUN
ispiv-38	10	15	)	)	PUNCT
ispiv-38	10	16	,	,	PUNCT
ispiv-38	10	17	and	and	CCONJ
ispiv-38	10	18	an	an	DET
ispiv-38	10	19	infrared	infrared	ADJ
ispiv-38	10	20	(	(	PUNCT
ispiv-38	10	21	ir	ir	NOUN
ispiv-38	10	22	)	)	PUNCT
ispiv-38	10	23	thermal	thermal	ADJ
ispiv-38	10	24	imaging	imaging	NOUN
ispiv-38	10	25	system	system	NOUN
ispiv-38	10	26	,	,	PUNCT
ispiv-38	10	27	a	a	DET
ispiv-38	10	28	comprehensive	comprehensive	ADJ
ispiv-38	10	29	experimental	experimental	ADJ
ispiv-38	10	30	campaign	campaign	NOUN
ispiv-38	10	31	was	be	AUX
ispiv-38	10	32	performed	perform	VERB
ispiv-38	10	33	to	to	PART
ispiv-38	10	34	characterize	characterize	VERB
ispiv-38	10	35	the	the	DET
ispiv-38	10	36	transient	transient	ADJ
ispiv-38	10	37	impacting	impact	VERB
ispiv-38	10	38	process	process	NOUN
ispiv-38	10	39	of	of	ADP
ispiv-38	10	40	ice	ice	NOUN
ispiv-38	10	41	crystals	crystal	NOUN
ispiv-38	10	42	,	,	PUNCT
ispiv-38	10	43	dynamic	dynamic	ADJ
ispiv-38	10	44	ice	ice	NOUN
ispiv-38	10	45	accretion	accretion	NOUN
ispiv-38	10	46	and	and	CCONJ
ispiv-38	10	47	unsteady	unsteady	ADJ
ispiv-38	10	48	heat	heat	NOUN
ispiv-38	10	49	transfer	transfer	NOUN
ispiv-38	10	50	process	process	NOUN
ispiv-38	10	51	associated	associate	VERB
ispiv-38	10	52	with	with	ADP
ispiv-38	10	53	the	the	DET
ispiv-38	10	54	impacting	impacting	NOUN
ispiv-38	10	55	of	of	ADP
ispiv-38	10	56	ice	ice	NOUN
ispiv-38	10	57	crystals	crystal	NOUN
ispiv-38	10	58	onto	onto	ADP
ispiv-38	10	59	heated	heated	ADJ
ispiv-38	10	60	surfaces	surface	NOUN
ispiv-38	10	61	,	,	PUNCT
ispiv-38	10	62	in	in	ADP
ispiv-38	10	63	comparison	comparison	NOUN
ispiv-38	10	64	to	to	ADP
ispiv-38	10	65	those	those	PRON
ispiv-38	10	66	due	due	ADJ
ispiv-38	10	67	to	to	ADP
ispiv-38	10	68	the	the	DET
ispiv-38	10	69	impingement	impingement	NOUN
ispiv-38	10	70	of	of	ADP
ispiv-38	10	71	supercooled	supercoole	VERB
ispiv-38	10	72	water	water	NOUN
ispiv-38	10	73	droplets	droplet	NOUN
ispiv-38	10	74	.	.	PUNCT
ispiv-38	11	1	by	by	ADP
ispiv-38	11	2	using	use	VERB
ispiv-38	11	3	an	an	DET
ispiv-38	11	4	ultra	ultra	ADJ
ispiv-38	11	5	-	-	ADJ
ispiv-38	11	6	sensitive	sensitive	ADJ
ispiv-38	11	7	force	force	NOUN
ispiv-38	11	8	sensor	sensor	NOUN
ispiv-38	11	9	and	and	CCONJ
ispiv-38	11	10	a	a	DET
ispiv-38	11	11	high	high	ADJ
ispiv-38	11	12	-	-	PUNCT
ispiv-38	11	13	speed	speed	NOUN
ispiv-38	11	14	image	image	NOUN
ispiv-38	11	15	system	system	NOUN
ispiv-38	11	16	,	,	PUNCT
ispiv-38	11	17	a	a	DET
ispiv-38	11	18	comparative	comparative	ADJ
ispiv-38	11	19	study	study	NOUN
ispiv-38	11	20	is	be	AUX
ispiv-38	11	21	conducted	conduct	VERB
ispiv-38	11	22	to	to	PART
ispiv-38	11	23	examine	examine	VERB
ispiv-38	11	24	the	the	DET
ispiv-38	11	25	differences	difference	NOUN
ispiv-38	11	26	in	in	ADP
ispiv-38	11	27	the	the	DET
ispiv-38	11	28	transient	transient	ADJ
ispiv-38	11	29	impinging	impinging	NOUN
ispiv-38	11	30	dynamics	dynamic	NOUN
ispiv-38	11	31	of	of	ADP
ispiv-38	11	32	single	single	ADJ
ispiv-38	11	33	water	water	NOUN
ispiv-38	11	34	droplets	droplet	NOUN
ispiv-38	11	35	,	,	PUNCT
ispiv-38	11	36	supercooled	supercoole	VERB
ispiv-38	11	37	water	water	NOUN
ispiv-38	11	38	droplets	droplet	NOUN
ispiv-38	11	39	,	,	PUNCT
ispiv-38	11	40	and	and	CCONJ
ispiv-38	11	41	ice	ice	NOUN
ispiv-38	11	42	crystals	crystal	NOUN
ispiv-38	11	43	onto	onto	ADP
ispiv-38	11	44	solid	solid	ADJ
ispiv-38	11	45	surfaces	surface	NOUN
ispiv-38	11	46	with	with	ADP
ispiv-38	11	47	different	different	ADJ
ispiv-38	11	48	wettability	wettability	NOUN
ispiv-38	11	49	and	and	CCONJ
ispiv-38	11	50	stiffness	stiffness	NOUN
ispiv-38	11	51	.	.	PUNCT
ispiv-38	12	1	by	by	ADP
ispiv-38	12	2	upgrading	upgrade	VERB
ispiv-38	12	3	the	the	DET
ispiv-38	12	4	unique	unique	ADJ
ispiv-38	12	5	icing	icing	NOUN
ispiv-38	12	6	research	research	NOUN
ispiv-38	12	7	tunnel	tunnel	NOUN
ispiv-38	12	8	of	of	ADP
ispiv-38	12	9	iowa	iowa	PROPN
ispiv-38	12	10	state	state	PROPN
ispiv-38	12	11	university	university	PROPN
ispiv-38	12	12	(	(	PUNCT
ispiv-38	12	13	i.e.	i.e.	X
ispiv-38	12	14	,	,	PUNCT
ispiv-38	12	15	isu	isu	PROPN
ispiv-38	12	16	-	-	PUNCT
ispiv-38	12	17	irt	irt	PROPN
ispiv-38	12	18	)	)	PUNCT
ispiv-38	12	19	with	with	ADP
ispiv-38	12	20	additional	additional	ADJ
ispiv-38	12	21	ice	ice	NOUN
ispiv-38	12	22	crystal	crystal	NOUN
ispiv-38	12	23	icing	icing	NOUN
ispiv-38	12	24	capability	capability	NOUN
ispiv-38	12	25	,	,	PUNCT
ispiv-38	12	26	a	a	DET
ispiv-38	12	27	set	set	NOUN
ispiv-38	12	28	of	of	ADP
ispiv-38	12	29	explorative	explorative	ADJ
ispiv-38	12	30	studies	study	NOUN
ispiv-38	12	31	are	be	AUX
ispiv-38	12	32	also	also	ADV
ispiv-38	12	33	conducted	conduct	VERB
ispiv-38	12	34	to	to	PART
ispiv-38	12	35	examine	examine	VERB
ispiv-38	12	36	the	the	DET
ispiv-38	12	37	characteristics	characteristic	NOUN
ispiv-38	12	38	of	of	ADP
ispiv-38	12	39	the	the	DET
ispiv-38	12	40	dynamic	dynamic	ADJ
ispiv-38	12	41	ice	ice	NOUN
ispiv-38	12	42	accretion	accretion	NOUN
ispiv-38	12	43	processes	process	NOUN
ispiv-38	12	44	over	over	ADP
ispiv-38	12	45	the	the	DET
ispiv-38	12	46	heated	heated	ADJ
ispiv-38	12	47	surfaces	surface	NOUN
ispiv-38	12	48	of	of	ADP
ispiv-38	12	49	an	an	DET
ispiv-38	12	50	aero	aero	ADJ
ispiv-38	12	51	-	-	PUNCT
ispiv-38	12	52	engine	engine	NOUN
ispiv-38	12	53	inlet	inlet	NOUN
ispiv-38	12	54	guide	guide	NOUN
ispiv-38	12	55	vane	vane	NOUN
ispiv-38	12	56	(	(	PUNCT
ispiv-38	12	57	igv	igv	NOUN
ispiv-38	12	58	)	)	PUNCT
ispiv-38	12	59	model	model	NOUN
ispiv-38	12	60	under	under	ADP
ispiv-38	12	61	both	both	PRON
ispiv-38	12	62	ice	ice	NOUN
ispiv-38	12	63	crystal	crystal	NOUN
ispiv-38	12	64	icing	icing	NOUN
ispiv-38	12	65	and	and	CCONJ
ispiv-38	12	66	supercooled	supercoole	VERB
ispiv-38	12	67	droplet	droplet	ADJ
ispiv-38	12	68	icing	icing	NOUN
ispiv-38	12	69	conditions	condition	NOUN
ispiv-38	12	70	.	.	PUNCT
ispiv-38	13	1	the	the	DET
ispiv-38	13	2	anti-/de	anti-/de	PROPN
ispiv-38	13	3	-	-	PUNCT
ispiv-38	13	4	icing	ice	VERB
ispiv-38	13	5	performance	performance	NOUN
ispiv-38	13	6	of	of	ADP
ispiv-38	13	7	a	a	DET
ispiv-38	13	8	novel	novel	ADJ
ispiv-38	13	9	hybrid	hybrid	NOUN
ispiv-38	13	10	strategy	strategy	NOUN
ispiv-38	13	11	by	by	ADP
ispiv-38	13	12	integrating	integrate	VERB
ispiv-38	13	13	icephobic	icephobic	ADJ
ispiv-38	13	14	coatings	coating	NOUN
ispiv-38	13	15	and	and	CCONJ
ispiv-38	13	16	minimized	minimize	VERB
ispiv-38	13	17	surface	surface	NOUN
ispiv-38	13	18	heating	heating	NOUN
ispiv-38	13	19	are	be	AUX
ispiv-38	13	20	also	also	ADV
ispiv-38	13	21	evaluated	evaluate	VERB
ispiv-38	13	22	under	under	ADP
ispiv-38	13	23	both	both	PRON
ispiv-38	13	24	supercooled	supercoole	VERB
ispiv-38	13	25	water	water	PROPN
ispiv-38	13	26	droplet	droplet	ADJ
ispiv-38	13	27	icing	icing	NOUN
ispiv-38	13	28	and	and	CCONJ
ispiv-38	13	29	ice	ice	NOUN
ispiv-38	13	30	crystal	crystal	NOUN
ispiv-38	13	31	icing	ice	VERB
ispiv-38	13	32	conditions	condition	NOUN
ispiv-38	13	33	.	.	PUNCT
ispiv-38	14	1	the	the	DET
ispiv-38	14	2	new	new	ADJ
ispiv-38	14	3	findings	finding	NOUN
ispiv-38	14	4	derived	derive	VERB
ispiv-38	14	5	from	from	ADP
ispiv-38	14	6	the	the	DET
ispiv-38	14	7	present	present	ADJ
ispiv-38	14	8	studies	study	NOUN
ispiv-38	14	9	are	be	AUX
ispiv-38	14	10	very	very	ADV
ispiv-38	14	11	helpful	helpful	ADJ
ispiv-38	14	12	to	to	PART
ispiv-38	14	13	gain	gain	VERB
ispiv-38	14	14	further	further	ADJ
ispiv-38	14	15	insights	insight	NOUN
ispiv-38	14	16	into	into	ADP
ispiv-38	14	17	the	the	DET
ispiv-38	14	18	ice	ice	NOUN
ispiv-38	14	19	crystal	crystal	NOUN
ispiv-38	14	20	icing	ice	VERB
ispiv-38	14	21	phenomena	phenomenon	NOUN
ispiv-38	14	22	for	for	ADP
ispiv-38	14	23	the	the	DET
ispiv-38	14	24	development	development	NOUN
ispiv-38	14	25	of	of	ADP
ispiv-38	14	26	more	more	ADV
ispiv-38	14	27	effective	effective	ADJ
ispiv-38	14	28	and	and	CCONJ
ispiv-38	14	29	robust	robust	ADJ
ispiv-38	14	30	anti-/de	anti-/de	ADJ
ispiv-38	14	31	-	-	PUNCT
ispiv-38	14	32	icing	ice	VERB
ispiv-38	14	33	strategies	strategy	NOUN
ispiv-38	14	34	to	to	PART
ispiv-38	14	35	ensure	ensure	VERB
ispiv-38	14	36	safer	safe	ADJ
ispiv-38	14	37	and	and	CCONJ
ispiv-38	14	38	more	more	ADV
ispiv-38	14	39	efficient	efficient	ADJ
ispiv-38	14	40	aircraft	aircraft	NOUN
ispiv-38	14	41	/	/	SYM
ispiv-38	14	42	aero	aero	ADJ
ispiv-38	14	43	-	-	PUNCT
ispiv-38	14	44	engine	engine	NOUN
ispiv-38	14	45	operations	operation	NOUN
ispiv-38	14	46	in	in	ADP
ispiv-38	14	47	cold	cold	ADJ
ispiv-38	14	48	weathers	weather	NOUN
ispiv-38	14	49	.	.	PUNCT
ispiv-38	15	1	mailto:huhui@iastate.edu	mailto:huhui@iastate.edu	PROPN
ispiv-38	15	2	fig	fig	NOUN
ispiv-38	15	3	.	.	PUNCT
ispiv-38	16	1	1	1	NUM
ispiv-38	16	2	:	:	PUNCT
ispiv-38	16	3	schematic	schematic	ADJ
ispiv-38	16	4	of	of	ADP
ispiv-38	16	5	the	the	DET
ispiv-38	16	6	isu	isu	NOUN
ispiv-38	16	7	ice	ice	PROPN
ispiv-38	16	8	crystal	crystal	PROPN
ispiv-38	16	9	icing	icing	NOUN
ispiv-38	16	10	test	test	NOUN
ispiv-38	16	11	rig	rig	NOUN
ispiv-38	16	12	fig	fig	NOUN
ispiv-38	16	13	.	.	PUNCT
ispiv-38	17	1	2	2	X
ispiv-38	17	2	.	.	X
ispiv-38	17	3	comparison	comparison	NOUN
ispiv-38	17	4	of	of	ADP
ispiv-38	17	5	the	the	DET
ispiv-38	17	6	impacting	impacting	NOUN
ispiv-38	17	7	of	of	ADP
ispiv-38	17	8	supercooled	supercoole	VERB
ispiv-38	17	9	water	water	NOUN
ispiv-38	17	10	droplets	droplet	NOUN
ispiv-38	17	11	and	and	CCONJ
ispiv-38	17	12	ice	ice	NOUN
ispiv-38	17	13	crystals	crystal	NOUN
ispiv-38	17	14	onto	onto	ADP
ispiv-38	17	15	a	a	DET
ispiv-38	17	16	frozen	frozen	ADJ
ispiv-38	17	17	-	-	PUNCT
ispiv-38	17	18	cold	cold	ADJ
ispiv-38	17	19	test	test	NOUN
ispiv-38	17	20	plate	plate	NOUN
ispiv-38	17	21	and	and	CCONJ
ispiv-38	17	22	heated	heated	ADJ
ispiv-38	17	23	test	test	NOUN
ispiv-38	17	24	plate	plate	NOUN
ispiv-38	17	25	fig.3	fig.3	PROPN
ispiv-38	17	26	.	.	PUNCT
ispiv-38	18	1	effects	effect	NOUN
ispiv-38	18	2	of	of	ADP
ispiv-38	18	3	the	the	DET
ispiv-38	18	4	temperature	temperature	NOUN
ispiv-38	18	5	of	of	ADP
ispiv-38	18	6	the	the	DET
ispiv-38	18	7	heated	heated	ADJ
ispiv-38	18	8	test	test	NOUN
ispiv-38	18	9	plate	plate	NOUN
ispiv-38	18	10	on	on	ADP
ispiv-38	18	11	the	the	DET
ispiv-38	18	12	ice	ice	NOUN
ispiv-38	18	13	critical	critical	ADJ
ispiv-38	18	14	icing	icing	NOUN
ispiv-38	18	15	process	process	NOUN