id	sid	tid	token	lemma	pos
fumecheng-135	1	1	plane	plane	NOUN
fumecheng-135	1	2	thermoelastic	thermoelastic	ADJ
fumecheng-135	1	3	waves	wave	NOUN
fumecheng-135	1	4	in	in	ADP
fumecheng-135	1	5	infinite	infinite	ADJ
fumecheng-135	1	6	half	half	ADJ
fumecheng-135	1	7	-	-	PUNCT
fumecheng-135	1	8	space	space	NOUN
fumecheng-135	1	9	caused	cause	VERB
fumecheng-135	1	10	facta	facta	PROPN
fumecheng-135	1	11	universitatis	universitatis	PROPN
fumecheng-135	1	12	series	series	NOUN
fumecheng-135	1	13	:	:	PUNCT
fumecheng-135	1	14	mechanical	mechanical	ADJ
fumecheng-135	1	15	engineering	engineering	NOUN
fumecheng-135	1	16	vol	vol	NOUN
fumecheng-135	1	17	.	.	PROPN
fumecheng-135	2	1	12	12	NUM
fumecheng-135	2	2	,	,	PUNCT
fumecheng-135	2	3	no	no	DET
fumecheng-135	2	4	1	1	NUM
fumecheng-135	2	5	,	,	PUNCT
fumecheng-135	2	6	2014	2014	NUM
fumecheng-135	2	7	,	,	PUNCT
fumecheng-135	2	8	pp	pp	ADJ
fumecheng-135	2	9	.	.	PUNCT
fumecheng-135	3	1	15	15	NUM
fumecheng-135	3	2	25	25	NUM
fumecheng-135	3	3	an	an	DET
fumecheng-135	3	4	approach	approach	NOUN
fumecheng-135	3	5	to	to	ADP
fumecheng-135	3	6	efficient	efficient	ADJ
fumecheng-135	3	7	fem	fem	NOUN
fumecheng-135	3	8	simulations	simulation	NOUN
fumecheng-135	3	9	on	on	ADP
fumecheng-135	3	10	graphics	graphic	NOUN
fumecheng-135	3	11	processing	processing	NOUN
fumecheng-135	3	12	units	unit	NOUN
fumecheng-135	3	13	using	use	VERB
fumecheng-135	3	14	cuda	cuda	NUM
fumecheng-135	3	15	udc	udc	NOUN
fumecheng-135	3	16	519.6	519.6	NUM
fumecheng-135	3	17	+	+	SYM
fumecheng-135	3	18	531	531	NUM
fumecheng-135	3	19	björn	björn	NOUN
fumecheng-135	3	20	nutti	nutti	NOUN
fumecheng-135	3	21	1	1	NUM
fumecheng-135	3	22	,	,	PUNCT
fumecheng-135	3	23	dragan	dragan	VERB
fumecheng-135	3	24	marinković	marinković	ADJ
fumecheng-135	3	25	2,3	2,3	NUM
fumecheng-135	3	26	1	1	NUM
fumecheng-135	3	27	algoritmfabriken	algoritmfabriken	VERB
fumecheng-135	3	28	ab	ab	PROPN
fumecheng-135	3	29	,	,	PUNCT
fumecheng-135	3	30	stockholm	stockholm	PROPN
fumecheng-135	3	31	,	,	PUNCT
fumecheng-135	3	32	sweden	sweden	PROPN
fumecheng-135	3	33	2	2	NUM
fumecheng-135	3	34	department	department	NOUN
fumecheng-135	3	35	of	of	ADP
fumecheng-135	3	36	structural	structural	ADJ
fumecheng-135	3	37	analysis	analysis	NOUN
fumecheng-135	3	38	,	,	PUNCT
fumecheng-135	3	39	tu	tu	PROPN
fumecheng-135	3	40	berlin	berlin	PROPN
fumecheng-135	3	41	,	,	PUNCT
fumecheng-135	3	42	germany	germany	PROPN
fumecheng-135	3	43	3	3	NUM
fumecheng-135	3	44	faculty	faculty	NOUN
fumecheng-135	3	45	of	of	ADP
fumecheng-135	3	46	mechanical	mechanical	ADJ
fumecheng-135	3	47	engineering	engineering	NOUN
fumecheng-135	3	48	,	,	PUNCT
fumecheng-135	3	49	university	university	NOUN
fumecheng-135	3	50	of	of	ADP
fumecheng-135	3	51	niš	niš	PROPN
fumecheng-135	3	52	,	,	PUNCT
fumecheng-135	3	53	serbia	serbia	PROPN
fumecheng-135	3	54	abstract	abstract	ADJ
fumecheng-135	3	55	:	:	PUNCT
fumecheng-135	3	56	the	the	DET
fumecheng-135	3	57	paper	paper	NOUN
fumecheng-135	3	58	presents	present	VERB
fumecheng-135	3	59	a	a	DET
fumecheng-135	3	60	highly	highly	ADV
fumecheng-135	3	61	efficient	efficient	ADJ
fumecheng-135	3	62	way	way	NOUN
fumecheng-135	3	63	of	of	ADP
fumecheng-135	3	64	simulating	simulate	VERB
fumecheng-135	3	65	the	the	DET
fumecheng-135	3	66	dynamic	dynamic	ADJ
fumecheng-135	3	67	behavior	behavior	NOUN
fumecheng-135	3	68	of	of	ADP
fumecheng-135	3	69	deformable	deformable	ADJ
fumecheng-135	3	70	objects	object	NOUN
fumecheng-135	3	71	by	by	ADP
fumecheng-135	3	72	means	mean	NOUN
fumecheng-135	3	73	of	of	ADP
fumecheng-135	3	74	the	the	DET
fumecheng-135	3	75	finite	finite	ADJ
fumecheng-135	3	76	element	element	NOUN
fumecheng-135	3	77	method	method	NOUN
fumecheng-135	3	78	(	(	PUNCT
fumecheng-135	3	79	fem	fem	PROPN
fumecheng-135	3	80	)	)	PUNCT
fumecheng-135	3	81	with	with	ADP
fumecheng-135	3	82	computations	computation	NOUN
fumecheng-135	3	83	performed	perform	VERB
fumecheng-135	3	84	on	on	ADP
fumecheng-135	3	85	graphics	graphic	NOUN
fumecheng-135	3	86	processing	processing	NOUN
fumecheng-135	3	87	units	unit	NOUN
fumecheng-135	3	88	(	(	PUNCT
fumecheng-135	3	89	gpu	gpu	NOUN
fumecheng-135	3	90	)	)	PUNCT
fumecheng-135	3	91	.	.	PUNCT
fumecheng-135	4	1	the	the	DET
fumecheng-135	4	2	presented	present	VERB
fumecheng-135	4	3	implementation	implementation	NOUN
fumecheng-135	4	4	reduces	reduce	VERB
fumecheng-135	4	5	bottlenecks	bottleneck	NOUN
fumecheng-135	4	6	related	relate	VERB
fumecheng-135	4	7	to	to	ADP
fumecheng-135	4	8	memory	memory	NOUN
fumecheng-135	4	9	accesses	access	NOUN
fumecheng-135	4	10	by	by	ADP
fumecheng-135	4	11	grouping	group	VERB
fumecheng-135	4	12	the	the	DET
fumecheng-135	4	13	necessary	necessary	ADJ
fumecheng-135	4	14	data	datum	NOUN
fumecheng-135	4	15	per	per	ADP
fumecheng-135	4	16	node	node	ADJ
fumecheng-135	4	17	pairs	pair	NOUN
fumecheng-135	4	18	,	,	PUNCT
fumecheng-135	4	19	in	in	ADP
fumecheng-135	4	20	contrast	contrast	NOUN
fumecheng-135	4	21	to	to	ADP
fumecheng-135	4	22	the	the	DET
fumecheng-135	4	23	classical	classical	ADJ
fumecheng-135	4	24	way	way	NOUN
fumecheng-135	4	25	done	do	VERB
fumecheng-135	4	26	per	per	ADP
fumecheng-135	4	27	element	element	NOUN
fumecheng-135	4	28	.	.	PUNCT
fumecheng-135	5	1	this	this	DET
fumecheng-135	5	2	strategy	strategy	NOUN
fumecheng-135	5	3	reduces	reduce	VERB
fumecheng-135	5	4	the	the	DET
fumecheng-135	5	5	memory	memory	NOUN
fumecheng-135	5	6	access	access	NOUN
fumecheng-135	5	7	patterns	pattern	NOUN
fumecheng-135	5	8	that	that	PRON
fumecheng-135	5	9	are	be	AUX
fumecheng-135	5	10	not	not	PART
fumecheng-135	5	11	suitable	suitable	ADJ
fumecheng-135	5	12	for	for	ADP
fumecheng-135	5	13	the	the	DET
fumecheng-135	5	14	gpu	gpu	NOUN
fumecheng-135	5	15	memory	memory	NOUN
fumecheng-135	5	16	architecture	architecture	NOUN
fumecheng-135	5	17	.	.	PUNCT
fumecheng-135	6	1	furthermore	furthermore	ADV
fumecheng-135	6	2	,	,	PUNCT
fumecheng-135	6	3	the	the	DET
fumecheng-135	6	4	presented	present	VERB
fumecheng-135	6	5	implementation	implementation	NOUN
fumecheng-135	6	6	takes	take	VERB
fumecheng-135	6	7	advantage	advantage	NOUN
fumecheng-135	6	8	of	of	ADP
fumecheng-135	6	9	the	the	DET
fumecheng-135	6	10	underlying	underlie	VERB
fumecheng-135	6	11	sparse	sparse	ADJ
fumecheng-135	6	12	-	-	PUNCT
fumecheng-135	6	13	block	block	NOUN
fumecheng-135	6	14	-	-	PUNCT
fumecheng-135	6	15	matrix	matrix	NOUN
fumecheng-135	6	16	structure	structure	NOUN
fumecheng-135	6	17	,	,	PUNCT
fumecheng-135	6	18	and	and	CCONJ
fumecheng-135	6	19	it	it	PRON
fumecheng-135	6	20	has	have	AUX
fumecheng-135	6	21	been	be	AUX
fumecheng-135	6	22	demonstrated	demonstrate	VERB
fumecheng-135	6	23	how	how	SCONJ
fumecheng-135	6	24	to	to	PART
fumecheng-135	6	25	avoid	avoid	VERB
fumecheng-135	6	26	potential	potential	ADJ
fumecheng-135	6	27	bottlenecks	bottleneck	NOUN
fumecheng-135	6	28	in	in	ADP
fumecheng-135	6	29	the	the	DET
fumecheng-135	6	30	algorithm	algorithm	NOUN
fumecheng-135	6	31	.	.	PUNCT
fumecheng-135	7	1	to	to	PART
fumecheng-135	7	2	achieve	achieve	VERB
fumecheng-135	7	3	plausible	plausible	ADJ
fumecheng-135	7	4	deformational	deformational	ADJ
fumecheng-135	7	5	behavior	behavior	NOUN
fumecheng-135	7	6	for	for	ADP
fumecheng-135	7	7	large	large	ADJ
fumecheng-135	7	8	local	local	ADJ
fumecheng-135	7	9	rotations	rotation	NOUN
fumecheng-135	7	10	,	,	PUNCT
fumecheng-135	7	11	the	the	DET
fumecheng-135	7	12	objects	object	NOUN
fumecheng-135	7	13	are	be	AUX
fumecheng-135	7	14	modeled	model	VERB
fumecheng-135	7	15	by	by	ADP
fumecheng-135	7	16	means	mean	NOUN
fumecheng-135	7	17	of	of	ADP
fumecheng-135	7	18	a	a	DET
fumecheng-135	7	19	simplified	simplified	ADJ
fumecheng-135	7	20	co	co	ADJ
fumecheng-135	7	21	-	-	ADJ
fumecheng-135	7	22	rotational	rotational	ADJ
fumecheng-135	7	23	fem	fem	NOUN
fumecheng-135	7	24	formulation	formulation	NOUN
fumecheng-135	7	25	.	.	PUNCT
fumecheng-135	8	1	key	key	ADJ
fumecheng-135	8	2	words	word	NOUN
fumecheng-135	8	3	:	:	PUNCT
fumecheng-135	8	4	co	co	ADJ
fumecheng-135	8	5	-	-	ADJ
fumecheng-135	8	6	rotational	rotational	ADJ
fumecheng-135	8	7	fem	fem	NOUN
fumecheng-135	8	8	,	,	PUNCT
fumecheng-135	8	9	graphics	graphic	NOUN
fumecheng-135	8	10	processing	processing	NOUN
fumecheng-135	8	11	units	unit	NOUN
fumecheng-135	8	12	,	,	PUNCT
fumecheng-135	8	13	cuda	cuda	NOUN
fumecheng-135	8	14	,	,	PUNCT
fumecheng-135	8	15	sparse	sparse	ADJ
fumecheng-135	8	16	blockmatrix	blockmatrix	NOUN
fumecheng-135	8	17	,	,	PUNCT
fumecheng-135	8	18	conjugate	conjugate	ADJ
fumecheng-135	8	19	gradient	gradient	NOUN
fumecheng-135	8	20	solver	solver	NOUN
fumecheng-135	8	21	,	,	PUNCT
fumecheng-135	8	22	geometrical	geometrical	ADJ
fumecheng-135	8	23	nonlinearity	nonlinearity	NOUN
fumecheng-135	8	24	1	1	NUM
fumecheng-135	8	25	.	.	PUNCT
fumecheng-135	9	1	introduction	introduction	NOUN
fumecheng-135	9	2	simulation	simulation	NOUN
fumecheng-135	9	3	of	of	ADP
fumecheng-135	9	4	deformable	deformable	ADJ
fumecheng-135	9	5	objects	object	NOUN
fumecheng-135	9	6	plays	play	VERB
fumecheng-135	9	7	an	an	DET
fumecheng-135	9	8	important	important	ADJ
fumecheng-135	9	9	role	role	NOUN
fumecheng-135	9	10	in	in	ADP
fumecheng-135	9	11	different	different	ADJ
fumecheng-135	9	12	areas	area	NOUN
fumecheng-135	9	13	,	,	PUNCT
fumecheng-135	9	14	ranging	range	VERB
fumecheng-135	9	15	from	from	ADP
fumecheng-135	9	16	engineering	engineering	NOUN
fumecheng-135	9	17	tasks	task	NOUN
fumecheng-135	9	18	in	in	ADP
fumecheng-135	9	19	structural	structural	ADJ
fumecheng-135	9	20	analysis	analysis	NOUN
fumecheng-135	9	21	,	,	PUNCT
fumecheng-135	9	22	via	via	ADP
fumecheng-135	9	23	virtual	virtual	ADJ
fumecheng-135	9	24	reality	reality	NOUN
fumecheng-135	9	25	applications	application	NOUN
fumecheng-135	9	26	,	,	PUNCT
fumecheng-135	9	27	such	such	ADJ
fumecheng-135	9	28	as	as	ADP
fumecheng-135	9	29	surgery	surgery	NOUN
fumecheng-135	9	30	simulators	simulator	NOUN
fumecheng-135	9	31	,	,	PUNCT
fumecheng-135	9	32	up	up	ADP
fumecheng-135	9	33	to	to	ADP
fumecheng-135	9	34	entertainment	entertainment	NOUN
fumecheng-135	9	35	industry	industry	NOUN
fumecheng-135	9	36	,	,	PUNCT
fumecheng-135	9	37	e.g.	e.g.	ADV
fumecheng-135	9	38	games	game	NOUN
fumecheng-135	9	39	and	and	CCONJ
fumecheng-135	9	40	animations	animation	NOUN
fumecheng-135	9	41	,	,	PUNCT
fumecheng-135	9	42	to	to	PART
fumecheng-135	9	43	name	name	VERB
fumecheng-135	9	44	but	but	CCONJ
fumecheng-135	9	45	a	a	DET
fumecheng-135	9	46	few	few	ADJ
fumecheng-135	9	47	.	.	PUNCT
fumecheng-135	10	1	many	many	ADJ
fumecheng-135	10	2	of	of	ADP
fumecheng-135	10	3	these	these	DET
fumecheng-135	10	4	areas	area	NOUN
fumecheng-135	10	5	impose	impose	VERB
fumecheng-135	10	6	two	two	NUM
fumecheng-135	10	7	conflicting	conflicting	ADJ
fumecheng-135	10	8	goals	goal	NOUN
fumecheng-135	10	9	:	:	PUNCT
fumecheng-135	10	10	1	1	X
fumecheng-135	10	11	)	)	PUNCT
fumecheng-135	10	12	highly	highly	ADV
fumecheng-135	10	13	efficient	efficient	ADJ
fumecheng-135	10	14	computations	computation	NOUN
fumecheng-135	10	15	of	of	ADP
fumecheng-135	10	16	objects	object	NOUN
fumecheng-135	10	17	'	'	PART
fumecheng-135	10	18	deformational	deformational	ADJ
fumecheng-135	10	19	behavior	behavior	NOUN
fumecheng-135	10	20	,	,	PUNCT
fumecheng-135	10	21	whereby	whereby	ADV
fumecheng-135	10	22	2	2	NUM
fumecheng-135	10	23	)	)	PUNCT
fumecheng-135	10	24	the	the	DET
fumecheng-135	10	25	geometrically	geometrically	ADV
fumecheng-135	10	26	nonlinear	nonlinear	ADJ
fumecheng-135	10	27	behavior	behavior	NOUN
fumecheng-135	10	28	due	due	ADP
fumecheng-135	10	29	to	to	ADP
fumecheng-135	10	30	large	large	ADJ
fumecheng-135	10	31	local	local	ADJ
fumecheng-135	10	32	rotations	rotation	NOUN
fumecheng-135	10	33	is	be	AUX
fumecheng-135	10	34	to	to	PART
fumecheng-135	10	35	be	be	AUX
fumecheng-135	10	36	recovered	recover	VERB
fumecheng-135	10	37	with	with	ADP
fumecheng-135	10	38	sufficient	sufficient	ADJ
fumecheng-135	10	39	accuracy	accuracy	NOUN
fumecheng-135	10	40	.	.	PUNCT
fumecheng-135	11	1	in	in	ADP
fumecheng-135	11	2	the	the	DET
fumecheng-135	11	3	entertainment	entertainment	NOUN
fumecheng-135	11	4	industry	industry	NOUN
fumecheng-135	11	5	applications	application	NOUN
fumecheng-135	11	6	,	,	PUNCT
fumecheng-135	11	7	it	it	PRON
fumecheng-135	11	8	is	be	AUX
fumecheng-135	11	9	often	often	ADV
fumecheng-135	11	10	sufficient	sufficient	ADJ
fumecheng-135	11	11	to	to	PART
fumecheng-135	11	12	utilize	utilize	VERB
fumecheng-135	11	13	very	very	ADV
fumecheng-135	11	14	simple	simple	ADJ
fumecheng-135	11	15	mass	mass	ADJ
fumecheng-135	11	16	-	-	PUNCT
fumecheng-135	11	17	spring	spring	NOUN
fumecheng-135	11	18	models	model	NOUN
fumecheng-135	11	19	[	[	X
fumecheng-135	11	20	1	1	X
fumecheng-135	11	21	]	]	PUNCT
fumecheng-135	11	22	for	for	ADP
fumecheng-135	11	23	this	this	DET
fumecheng-135	11	24	purpose	purpose	NOUN
fumecheng-135	11	25	,	,	PUNCT
fumecheng-135	11	26	while	while	SCONJ
fumecheng-135	11	27	fields	field	NOUN
fumecheng-135	11	28	such	such	ADJ
fumecheng-135	11	29	as	as	ADP
fumecheng-135	11	30	virtual	virtual	ADJ
fumecheng-135	11	31	reality	reality	NOUN
fumecheng-135	11	32	[	[	X
fumecheng-135	11	33	2	2	X
fumecheng-135	11	34	]	]	PUNCT
fumecheng-135	11	35	or	or	CCONJ
fumecheng-135	11	36	multibody	multibody	ADJ
fumecheng-135	11	37	system	system	NOUN
fumecheng-135	11	38	dynamics	dynamic	NOUN
fumecheng-135	11	39	[	[	X
fumecheng-135	11	40	3	3	X
fumecheng-135	11	41	]	]	PUNCT
fumecheng-135	11	42	demand	demand	VERB
fumecheng-135	11	43	more	more	ADV
fumecheng-135	11	44	accurate	accurate	ADJ
fumecheng-135	11	45	methods	method	NOUN
fumecheng-135	11	46	for	for	ADP
fumecheng-135	11	47	plausible	plausible	ADJ
fumecheng-135	11	48	results	result	NOUN
fumecheng-135	11	49	.	.	PUNCT
fumecheng-135	12	1	with	with	ADP
fumecheng-135	12	2	a	a	DET
fumecheng-135	12	3	received	receive	VERB
fumecheng-135	12	4	december	december	PROPN
fumecheng-135	12	5	03	03	NUM
fumecheng-135	12	6	,	,	PUNCT
fumecheng-135	12	7	2013	2013	NUM
fumecheng-135	12	8	/	/	SYM
fumecheng-135	12	9	accepted	accept	VERB
fumecheng-135	12	10	february	february	PROPN
fumecheng-135	12	11	1	1	NUM
fumecheng-135	12	12	,	,	PUNCT
fumecheng-135	12	13	2014	2014	NUM
fumecheng-135	12	14			VERB
fumecheng-135	12	15	corresponding	corresponding	ADJ
fumecheng-135	12	16	author	author	NOUN
fumecheng-135	12	17	:	:	PUNCT
fumecheng-135	12	18	björn	björn	PROPN
fumecheng-135	12	19	nutti	nutti	PROPN
fumecheng-135	12	20	algoritmfabriken	algoritmfabriken	PROPN
fumecheng-135	12	21	ab	ab	PROPN
fumecheng-135	12	22	,	,	PUNCT
fumecheng-135	12	23	stockholm	stockholm	PROPN
fumecheng-135	12	24	,	,	PUNCT
fumecheng-135	12	25	sweden	sweden	PROPN
fumecheng-135	12	26	e	e	NOUN
fumecheng-135	12	27	-	-	NOUN
fumecheng-135	12	28	mail	mail	NOUN
fumecheng-135	12	29	:	:	PUNCT
fumecheng-135	12	30	bjorn@algoritmfabriken.se	bjorn@algoritmfabriken.se	NOUN
fumecheng-135	12	31	original	original	ADJ
fumecheng-135	12	32	scientific	scientific	ADJ
fumecheng-135	12	33	paper	paper	NOUN
fumecheng-135	12	34	16	16	NUM
fumecheng-135	12	35	b.	b.	PROPN
fumecheng-135	12	36	nutti	nutti	PROPN
fumecheng-135	12	37	,	,	PUNCT
fumecheng-135	12	38	d.	d.	PROPN
fumecheng-135	12	39	marinković	marinković	PROPN
fumecheng-135	12	40	rapid	rapid	ADJ
fumecheng-135	12	41	pace	pace	NOUN
fumecheng-135	12	42	of	of	ADP
fumecheng-135	12	43	the	the	DET
fumecheng-135	12	44	hardware	hardware	NOUN
fumecheng-135	12	45	development	development	NOUN
fumecheng-135	12	46	,	,	PUNCT
fumecheng-135	12	47	the	the	DET
fumecheng-135	12	48	finite	finite	ADJ
fumecheng-135	12	49	element	element	NOUN
fumecheng-135	12	50	method	method	NOUN
fumecheng-135	12	51	(	(	PUNCT
fumecheng-135	12	52	fem	fem	NOUN
fumecheng-135	12	53	)	)	PUNCT
fumecheng-135	12	54	has	have	AUX
fumecheng-135	12	55	gained	gain	VERB
fumecheng-135	12	56	ground	ground	NOUN
fumecheng-135	12	57	in	in	ADP
fumecheng-135	12	58	the	the	DET
fumecheng-135	12	59	past	past	ADJ
fumecheng-135	12	60	decade	decade	NOUN
fumecheng-135	12	61	.	.	PUNCT
fumecheng-135	13	1	however	however	ADV
fumecheng-135	13	2	,	,	PUNCT
fumecheng-135	13	3	the	the	DET
fumecheng-135	13	4	application	application	NOUN
fumecheng-135	13	5	of	of	ADP
fumecheng-135	13	6	nonlinear	nonlinear	ADJ
fumecheng-135	13	7	fem	fem	NOUN
fumecheng-135	13	8	formulations	formulation	NOUN
fumecheng-135	13	9	results	result	VERB
fumecheng-135	13	10	in	in	ADP
fumecheng-135	13	11	simulations	simulation	NOUN
fumecheng-135	13	12	that	that	PRON
fumecheng-135	13	13	are	be	AUX
fumecheng-135	13	14	computationally	computationally	ADV
fumecheng-135	13	15	more	more	ADV
fumecheng-135	13	16	intensive	intensive	ADJ
fumecheng-135	13	17	thus	thus	ADV
fumecheng-135	13	18	putting	put	VERB
fumecheng-135	13	19	a	a	DET
fumecheng-135	13	20	higher	high	ADJ
fumecheng-135	13	21	demand	demand	NOUN
fumecheng-135	13	22	on	on	ADP
fumecheng-135	13	23	computational	computational	ADJ
fumecheng-135	13	24	resources	resource	NOUN
fumecheng-135	13	25	.	.	PUNCT
fumecheng-135	14	1	there	there	PRON
fumecheng-135	14	2	are	be	VERB
fumecheng-135	14	3	two	two	NUM
fumecheng-135	14	4	complementary	complementary	ADJ
fumecheng-135	14	5	ways	way	NOUN
fumecheng-135	14	6	of	of	ADP
fumecheng-135	14	7	approaching	approach	VERB
fumecheng-135	14	8	the	the	DET
fumecheng-135	14	9	problem	problem	NOUN
fumecheng-135	14	10	:	:	PUNCT
fumecheng-135	14	11	1	1	X
fumecheng-135	14	12	)	)	PUNCT
fumecheng-135	14	13	application	application	NOUN
fumecheng-135	14	14	of	of	ADP
fumecheng-135	14	15	simplified	simplified	ADJ
fumecheng-135	14	16	geometrically	geometrically	ADV
fumecheng-135	14	17	nonlinear	nonlinear	ADJ
fumecheng-135	14	18	fem	fem	NOUN
fumecheng-135	14	19	formulations	formulation	NOUN
fumecheng-135	14	20	,	,	PUNCT
fumecheng-135	14	21	and	and	CCONJ
fumecheng-135	14	22	2	2	X
fumecheng-135	14	23	)	)	PUNCT
fumecheng-135	14	24	shifting	shift	VERB
fumecheng-135	14	25	the	the	DET
fumecheng-135	14	26	computations	computation	NOUN
fumecheng-135	14	27	to	to	ADP
fumecheng-135	14	28	numerically	numerically	ADV
fumecheng-135	14	29	more	more	ADV
fumecheng-135	14	30	powerful	powerful	ADJ
fumecheng-135	14	31	hardware	hardware	NOUN
fumecheng-135	14	32	components	component	NOUN
fumecheng-135	14	33	.	.	PUNCT
fumecheng-135	15	1	with	with	ADP
fumecheng-135	15	2	the	the	DET
fumecheng-135	15	3	increasing	increase	VERB
fumecheng-135	15	4	computational	computational	ADJ
fumecheng-135	15	5	power	power	NOUN
fumecheng-135	15	6	of	of	ADP
fumecheng-135	15	7	graphics	graphic	NOUN
fumecheng-135	15	8	processing	processing	NOUN
fumecheng-135	15	9	units	unit	NOUN
fumecheng-135	15	10	(	(	PUNCT
fumecheng-135	15	11	gpu	gpu	NOUN
fumecheng-135	15	12	)	)	PUNCT
fumecheng-135	15	13	,	,	PUNCT
fumecheng-135	15	14	shifting	shift	VERB
fumecheng-135	15	15	the	the	DET
fumecheng-135	15	16	computational	computational	ADJ
fumecheng-135	15	17	tasks	task	NOUN
fumecheng-135	15	18	to	to	ADP
fumecheng-135	15	19	the	the	DET
fumecheng-135	15	20	gpu	gpu	NOUN
fumecheng-135	15	21	has	have	AUX
fumecheng-135	15	22	become	become	VERB
fumecheng-135	15	23	an	an	DET
fumecheng-135	15	24	attractive	attractive	ADJ
fumecheng-135	15	25	option	option	NOUN
fumecheng-135	15	26	.	.	PUNCT
fumecheng-135	16	1	this	this	DET
fumecheng-135	16	2	approach	approach	NOUN
fumecheng-135	16	3	also	also	ADV
fumecheng-135	16	4	allows	allow	VERB
fumecheng-135	16	5	the	the	DET
fumecheng-135	16	6	cpu	cpu	NOUN
fumecheng-135	16	7	to	to	PART
fumecheng-135	16	8	deal	deal	VERB
fumecheng-135	16	9	with	with	ADP
fumecheng-135	16	10	other	other	ADJ
fumecheng-135	16	11	tasks	task	NOUN
fumecheng-135	16	12	such	such	ADJ
fumecheng-135	16	13	as	as	ADP
fumecheng-135	16	14	collision	collision	NOUN
fumecheng-135	16	15	detection	detection	NOUN
fumecheng-135	16	16	or	or	CCONJ
fumecheng-135	16	17	haptics	haptic	NOUN
fumecheng-135	16	18	.	.	PUNCT
fumecheng-135	17	1	the	the	DET
fumecheng-135	17	2	linear	linear	PROPN
fumecheng-135	17	3	fem	fem	NOUN
fumecheng-135	17	4	simulation	simulation	NOUN
fumecheng-135	17	5	of	of	ADP
fumecheng-135	17	6	deformational	deformational	ADJ
fumecheng-135	17	7	structural	structural	ADJ
fumecheng-135	17	8	behavior	behavior	NOUN
fumecheng-135	17	9	is	be	AUX
fumecheng-135	17	10	rather	rather	ADV
fumecheng-135	17	11	efficient	efficient	ADJ
fumecheng-135	17	12	and	and	CCONJ
fumecheng-135	17	13	stable	stable	ADJ
fumecheng-135	17	14	but	but	CCONJ
fumecheng-135	17	15	it	it	PRON
fumecheng-135	17	16	also	also	ADV
fumecheng-135	17	17	results	result	VERB
fumecheng-135	17	18	in	in	ADP
fumecheng-135	17	19	artifacts	artifact	NOUN
fumecheng-135	17	20	such	such	ADJ
fumecheng-135	17	21	as	as	ADP
fumecheng-135	17	22	unrealistic	unrealistic	ADJ
fumecheng-135	17	23	growth	growth	NOUN
fumecheng-135	17	24	in	in	ADP
fumecheng-135	17	25	volume	volume	NOUN
fumecheng-135	17	26	when	when	SCONJ
fumecheng-135	17	27	the	the	DET
fumecheng-135	17	28	deformational	deformational	ADJ
fumecheng-135	17	29	behavior	behavior	NOUN
fumecheng-135	17	30	involves	involve	VERB
fumecheng-135	17	31	finite	finite	ADJ
fumecheng-135	17	32	local	local	ADJ
fumecheng-135	17	33	rotations	rotation	NOUN
fumecheng-135	17	34	.	.	PUNCT
fumecheng-135	18	1	a	a	DET
fumecheng-135	18	2	rigorous	rigorous	ADJ
fumecheng-135	18	3	geometrically	geometrically	ADV
fumecheng-135	18	4	nonlinear	nonlinear	ADJ
fumecheng-135	18	5	fem	fem	NOUN
fumecheng-135	18	6	formulation	formulation	NOUN
fumecheng-135	18	7	resolves	resolve	NOUN
fumecheng-135	18	8	this	this	DET
fumecheng-135	18	9	problem	problem	NOUN
fumecheng-135	18	10	effectively	effectively	ADV
fumecheng-135	18	11	,	,	PUNCT
fumecheng-135	18	12	but	but	CCONJ
fumecheng-135	18	13	in	in	ADP
fumecheng-135	18	14	many	many	ADJ
fumecheng-135	18	15	cases	case	NOUN
fumecheng-135	18	16	rather	rather	ADV
fumecheng-135	18	17	inefficiently	inefficiently	ADV
fumecheng-135	18	18	and	and	CCONJ
fumecheng-135	18	19	accompanied	accompany	VERB
fumecheng-135	18	20	by	by	ADP
fumecheng-135	18	21	numerical	numerical	ADJ
fumecheng-135	18	22	stability	stability	NOUN
fumecheng-135	18	23	issues	issue	NOUN
fumecheng-135	18	24	.	.	PUNCT
fumecheng-135	19	1	one	one	NUM
fumecheng-135	19	2	of	of	ADP
fumecheng-135	19	3	the	the	DET
fumecheng-135	19	4	possible	possible	ADJ
fumecheng-135	19	5	ways	way	NOUN
fumecheng-135	19	6	of	of	ADP
fumecheng-135	19	7	handling	handle	VERB
fumecheng-135	19	8	this	this	DET
fumecheng-135	19	9	problem	problem	NOUN
fumecheng-135	19	10	was	be	AUX
fumecheng-135	19	11	presented	present	VERB
fumecheng-135	19	12	by	by	ADP
fumecheng-135	19	13	mueller	mueller	PROPN
fumecheng-135	19	14	et	et	PROPN
fumecheng-135	19	15	al	al	PROPN
fumecheng-135	20	1	[	[	X
fumecheng-135	20	2	4	4	NUM
fumecheng-135	20	3	]	]	PUNCT
fumecheng-135	20	4	.	.	PUNCT
fumecheng-135	21	1	however	however	ADV
fumecheng-135	21	2	,	,	PUNCT
fumecheng-135	21	3	their	their	PRON
fumecheng-135	21	4	method	method	NOUN
fumecheng-135	21	5	is	be	AUX
fumecheng-135	21	6	based	base	VERB
fumecheng-135	21	7	on	on	ADP
fumecheng-135	21	8	rotations	rotation	NOUN
fumecheng-135	21	9	determined	determine	VERB
fumecheng-135	21	10	per	per	ADP
fumecheng-135	21	11	element	element	NOUN
fumecheng-135	21	12	nodes	node	NOUN
fumecheng-135	21	13	and	and	CCONJ
fumecheng-135	21	14	,	,	PUNCT
fumecheng-135	21	15	as	as	ADP
fumecheng-135	21	16	a	a	DET
fumecheng-135	21	17	consequence	consequence	NOUN
fumecheng-135	21	18	,	,	PUNCT
fumecheng-135	21	19	the	the	DET
fumecheng-135	21	20	elastic	elastic	ADJ
fumecheng-135	21	21	forces	force	NOUN
fumecheng-135	21	22	are	be	AUX
fumecheng-135	21	23	not	not	PART
fumecheng-135	21	24	guaranteed	guarantee	VERB
fumecheng-135	21	25	to	to	PART
fumecheng-135	21	26	sum	sum	VERB
fumecheng-135	21	27	up	up	ADP
fumecheng-135	21	28	to	to	ADP
fumecheng-135	21	29	zero	zero	NUM
fumecheng-135	21	30	(	(	PUNCT
fumecheng-135	21	31	the	the	DET
fumecheng-135	21	32	authors	author	NOUN
fumecheng-135	21	33	refer	refer	VERB
fumecheng-135	21	34	to	to	ADP
fumecheng-135	21	35	the	the	DET
fumecheng-135	21	36	unbalanced	unbalanced	ADJ
fumecheng-135	21	37	forces	force	NOUN
fumecheng-135	21	38	as	as	ADP
fumecheng-135	21	39	"	"	PUNCT
fumecheng-135	21	40	ghost	ghost	NOUN
fumecheng-135	21	41	forces	force	NOUN
fumecheng-135	21	42	"	"	PUNCT
fumecheng-135	21	43	)	)	PUNCT
fumecheng-135	21	44	.	.	PUNCT
fumecheng-135	22	1	in	in	ADP
fumecheng-135	22	2	contrast	contrast	NOUN
fumecheng-135	22	3	to	to	ADP
fumecheng-135	22	4	this	this	DET
fumecheng-135	22	5	approach	approach	NOUN
fumecheng-135	22	6	,	,	PUNCT
fumecheng-135	22	7	the	the	DET
fumecheng-135	22	8	improved	improved	ADJ
fumecheng-135	22	9	method	method	NOUN
fumecheng-135	22	10	presented	present	VERB
fumecheng-135	22	11	in	in	ADP
fumecheng-135	22	12	[	[	X
fumecheng-135	22	13	5	5	NUM
fumecheng-135	22	14	]	]	PUNCT
fumecheng-135	22	15	and	and	CCONJ
fumecheng-135	22	16	[	[	X
fumecheng-135	22	17	6	6	NUM
fumecheng-135	22	18	]	]	PUNCT
fumecheng-135	22	19	uses	use	VERB
fumecheng-135	22	20	rotations	rotation	NOUN
fumecheng-135	22	21	on	on	ADP
fumecheng-135	22	22	the	the	DET
fumecheng-135	22	23	element	element	ADJ
fumecheng-135	22	24	level	level	NOUN
fumecheng-135	22	25	.	.	PUNCT
fumecheng-135	23	1	marinkovic	marinkovic	PROPN
fumecheng-135	23	2	et	et	PROPN
fumecheng-135	23	3	al	al	PROPN
fumecheng-135	23	4	.	.	PUNCT
fumecheng-135	24	1	[	[	X
fumecheng-135	24	2	7	7	X
fumecheng-135	24	3	]	]	PUNCT
fumecheng-135	24	4	discussed	discuss	VERB
fumecheng-135	24	5	different	different	ADJ
fumecheng-135	24	6	aspects	aspect	NOUN
fumecheng-135	24	7	of	of	ADP
fumecheng-135	24	8	this	this	DET
fumecheng-135	24	9	simplified	simplify	VERB
fumecheng-135	24	10	corotational	corotational	ADJ
fumecheng-135	24	11	fem	fem	NOUN
fumecheng-135	24	12	formulation	formulation	NOUN
fumecheng-135	24	13	and	and	CCONJ
fumecheng-135	24	14	demonstrated	demonstrate	VERB
fumecheng-135	24	15	its	its	PRON
fumecheng-135	24	16	application	application	NOUN
fumecheng-135	24	17	in	in	ADP
fumecheng-135	24	18	various	various	ADJ
fumecheng-135	24	19	fields	field	NOUN
fumecheng-135	24	20	.	.	PUNCT
fumecheng-135	25	1	solving	solve	VERB
fumecheng-135	25	2	the	the	DET
fumecheng-135	25	3	fe	fe	NOUN
fumecheng-135	25	4	system	system	NOUN
fumecheng-135	25	5	of	of	ADP
fumecheng-135	25	6	equations	equation	NOUN
fumecheng-135	25	7	is	be	AUX
fumecheng-135	25	8	another	another	DET
fumecheng-135	25	9	key	key	ADJ
fumecheng-135	25	10	-	-	PUNCT
fumecheng-135	25	11	element	element	NOUN
fumecheng-135	25	12	for	for	ADP
fumecheng-135	25	13	highly	highly	ADV
fumecheng-135	25	14	efficient	efficient	ADJ
fumecheng-135	25	15	simulations	simulation	NOUN
fumecheng-135	25	16	.	.	PUNCT
fumecheng-135	26	1	the	the	DET
fumecheng-135	26	2	conjugate	conjugate	ADJ
fumecheng-135	26	3	gradient	gradient	NOUN
fumecheng-135	26	4	solver	solver	NOUN
fumecheng-135	26	5	[	[	X
fumecheng-135	26	6	8	8	NUM
fumecheng-135	26	7	,	,	PUNCT
fumecheng-135	26	8	9	9	NUM
fumecheng-135	26	9	]	]	PUNCT
fumecheng-135	26	10	offers	offer	VERB
fumecheng-135	26	11	many	many	ADJ
fumecheng-135	26	12	advantages	advantage	NOUN
fumecheng-135	26	13	,	,	PUNCT
fumecheng-135	26	14	as	as	SCONJ
fumecheng-135	26	15	will	will	AUX
fumecheng-135	26	16	be	be	AUX
fumecheng-135	26	17	discussed	discuss	VERB
fumecheng-135	26	18	in	in	ADP
fumecheng-135	26	19	this	this	DET
fumecheng-135	26	20	paper	paper	NOUN
fumecheng-135	26	21	.	.	PUNCT
fumecheng-135	27	1	the	the	DET
fumecheng-135	27	2	advantages	advantage	NOUN
fumecheng-135	27	3	come	come	VERB
fumecheng-135	27	4	particularly	particularly	ADV
fumecheng-135	27	5	to	to	ADP
fumecheng-135	27	6	the	the	DET
fumecheng-135	27	7	fore	fore	NOUN
fumecheng-135	27	8	when	when	SCONJ
fumecheng-135	27	9	the	the	DET
fumecheng-135	27	10	solver	solver	NOUN
fumecheng-135	27	11	is	be	AUX
fumecheng-135	27	12	used	use	VERB
fumecheng-135	27	13	in	in	ADP
fumecheng-135	27	14	combination	combination	NOUN
fumecheng-135	27	15	with	with	ADP
fumecheng-135	27	16	a	a	DET
fumecheng-135	27	17	general	general	ADJ
fumecheng-135	27	18	purpose	purpose	NOUN
fumecheng-135	27	19	gpu	gpu	NOUN
fumecheng-135	27	20	as	as	ADP
fumecheng-135	27	21	a	a	DET
fumecheng-135	27	22	modified	modify	VERB
fumecheng-135	27	23	form	form	NOUN
fumecheng-135	27	24	of	of	ADP
fumecheng-135	27	25	stream	stream	NOUN
fumecheng-135	27	26	processor	processor	NOUN
fumecheng-135	27	27	that	that	PRON
fumecheng-135	27	28	provides	provide	VERB
fumecheng-135	27	29	a	a	DET
fumecheng-135	27	30	massive	massive	ADJ
fumecheng-135	27	31	floating	float	VERB
fumecheng-135	27	32	-	-	PUNCT
fumecheng-135	27	33	point	point	NOUN
fumecheng-135	27	34	computational	computational	ADJ
fumecheng-135	27	35	power	power	NOUN
fumecheng-135	27	36	(	(	PUNCT
fumecheng-135	27	37	for	for	ADP
fumecheng-135	27	38	the	the	DET
fumecheng-135	27	39	state	state	NOUN
fumecheng-135	27	40	-	-	PUNCT
fumecheng-135	27	41	of	of	ADP
fumecheng-135	27	42	-	-	PUNCT
fumecheng-135	27	43	the	the	DET
fumecheng-135	27	44	-	-	PUNCT
fumecheng-135	27	45	art	art	NOUN
fumecheng-135	27	46	gpus	gpu	NOUN
fumecheng-135	27	47	expressed	express	VERB
fumecheng-135	27	48	in	in	ADP
fumecheng-135	27	49	teraflops	teraflop	NOUN
fumecheng-135	27	50	per	per	ADP
fumecheng-135	27	51	second	second	NOUN
fumecheng-135	27	52	)	)	PUNCT
fumecheng-135	27	53	.	.	PUNCT
fumecheng-135	28	1	this	this	DET
fumecheng-135	28	2	approach	approach	NOUN
fumecheng-135	28	3	has	have	AUX
fumecheng-135	28	4	already	already	ADV
fumecheng-135	28	5	been	be	AUX
fumecheng-135	28	6	a	a	DET
fumecheng-135	28	7	subject	subject	NOUN
fumecheng-135	28	8	of	of	ADP
fumecheng-135	28	9	interest	interest	NOUN
fumecheng-135	28	10	of	of	ADP
fumecheng-135	28	11	several	several	ADJ
fumecheng-135	28	12	authors	author	NOUN
fumecheng-135	28	13	in	in	ADP
fumecheng-135	28	14	the	the	DET
fumecheng-135	28	15	recent	recent	ADJ
fumecheng-135	28	16	years	year	NOUN
fumecheng-135	28	17	[	[	X
fumecheng-135	28	18	10	10	NUM
fumecheng-135	28	19	,	,	PUNCT
fumecheng-135	28	20	11	11	NUM
fumecheng-135	28	21	,	,	PUNCT
fumecheng-135	28	22	12	12	NUM
fumecheng-135	28	23	]	]	PUNCT
fumecheng-135	28	24	.	.	PUNCT
fumecheng-135	29	1	in	in	ADP
fumecheng-135	29	2	this	this	DET
fumecheng-135	29	3	paper	paper	NOUN
fumecheng-135	29	4	,	,	PUNCT
fumecheng-135	29	5	an	an	DET
fumecheng-135	29	6	efficient	efficient	ADJ
fumecheng-135	29	7	simulation	simulation	NOUN
fumecheng-135	29	8	pipeline	pipeline	NOUN
fumecheng-135	29	9	for	for	ADP
fumecheng-135	29	10	deformable	deformable	ADJ
fumecheng-135	29	11	objects	object	NOUN
fumecheng-135	29	12	is	be	AUX
fumecheng-135	29	13	presented	present	VERB
fumecheng-135	29	14	.	.	PUNCT
fumecheng-135	30	1	the	the	DET
fumecheng-135	30	2	fem	fem	NOUN
fumecheng-135	30	3	models	model	NOUN
fumecheng-135	30	4	of	of	ADP
fumecheng-135	30	5	deformable	deformable	ADJ
fumecheng-135	30	6	objects	object	NOUN
fumecheng-135	30	7	employ	employ	VERB
fumecheng-135	30	8	the	the	DET
fumecheng-135	30	9	linear	linear	ADJ
fumecheng-135	30	10	tetrahedral	tetrahedral	ADJ
fumecheng-135	30	11	element	element	NOUN
fumecheng-135	30	12	in	in	ADP
fumecheng-135	30	13	combination	combination	NOUN
fumecheng-135	30	14	with	with	ADP
fumecheng-135	30	15	the	the	DET
fumecheng-135	30	16	above	above	ADJ
fumecheng-135	30	17	mentioned	mention	VERB
fumecheng-135	30	18	simplified	simplified	ADJ
fumecheng-135	30	19	co	co	ADJ
fumecheng-135	30	20	-	-	ADJ
fumecheng-135	30	21	rotational	rotational	ADJ
fumecheng-135	30	22	fem	fem	NOUN
fumecheng-135	30	23	formulation	formulation	NOUN
fumecheng-135	30	24	that	that	PRON
fumecheng-135	30	25	uses	use	VERB
fumecheng-135	30	26	elementbased	elementbase	VERB
fumecheng-135	30	27	rotations	rotation	NOUN
fumecheng-135	30	28	.	.	PUNCT
fumecheng-135	31	1	the	the	DET
fumecheng-135	31	2	implementation	implementation	NOUN
fumecheng-135	31	3	is	be	AUX
fumecheng-135	31	4	realized	realize	VERB
fumecheng-135	31	5	with	with	ADP
fumecheng-135	31	6	the	the	DET
fumecheng-135	31	7	nvidia	nvidia	PROPN
fumecheng-135	31	8	's	's	PART
fumecheng-135	31	9	compute	compute	ADJ
fumecheng-135	31	10	unified	unified	ADJ
fumecheng-135	31	11	device	device	NOUN
fumecheng-135	31	12	architecture	architecture	NOUN
fumecheng-135	31	13	(	(	PUNCT
fumecheng-135	31	14	cuda	cuda	NOUN
fumecheng-135	31	15	)	)	PUNCT
fumecheng-135	31	16	paradigm	paradigm	NOUN
fumecheng-135	31	17	suitable	suitable	ADJ
fumecheng-135	31	18	for	for	ADP
fumecheng-135	31	19	a	a	DET
fumecheng-135	31	20	vast	vast	ADJ
fumecheng-135	31	21	majority	majority	NOUN
fumecheng-135	31	22	of	of	ADP
fumecheng-135	31	23	modern	modern	ADJ
fumecheng-135	31	24	gpus	gpu	NOUN
fumecheng-135	31	25	.	.	PUNCT
fumecheng-135	32	1	to	to	PART
fumecheng-135	32	2	make	make	VERB
fumecheng-135	32	3	the	the	DET
fumecheng-135	32	4	simulation	simulation	NOUN
fumecheng-135	32	5	pipeline	pipeline	NOUN
fumecheng-135	32	6	feasible	feasible	ADJ
fumecheng-135	32	7	for	for	ADP
fumecheng-135	32	8	simulating	simulate	VERB
fumecheng-135	32	9	both	both	CCONJ
fumecheng-135	32	10	soft	soft	ADJ
fumecheng-135	32	11	and	and	CCONJ
fumecheng-135	32	12	stiff	stiff	ADJ
fumecheng-135	32	13	objects	object	NOUN
fumecheng-135	32	14	at	at	ADP
fumecheng-135	32	15	interactive	interactive	ADJ
fumecheng-135	32	16	frame	frame	NOUN
fumecheng-135	32	17	rates	rate	NOUN
fumecheng-135	32	18	,	,	PUNCT
fumecheng-135	32	19	the	the	DET
fumecheng-135	32	20	implicit	implicit	ADJ
fumecheng-135	32	21	euler	euler	NOUN
fumecheng-135	32	22	time	time	NOUN
fumecheng-135	32	23	integration	integration	NOUN
fumecheng-135	32	24	scheme	scheme	NOUN
fumecheng-135	32	25	is	be	AUX
fumecheng-135	32	26	employed	employ	VERB
fumecheng-135	32	27	.	.	PUNCT
fumecheng-135	33	1	the	the	DET
fumecheng-135	33	2	bottlenecks	bottleneck	NOUN
fumecheng-135	33	3	in	in	ADP
fumecheng-135	33	4	the	the	DET
fumecheng-135	33	5	simulation	simulation	NOUN
fumecheng-135	33	6	pipeline	pipeline	NOUN
fumecheng-135	33	7	and	and	CCONJ
fumecheng-135	33	8	the	the	DET
fumecheng-135	33	9	optimization	optimization	NOUN
fumecheng-135	33	10	of	of	ADP
fumecheng-135	33	11	memory	memory	NOUN
fumecheng-135	33	12	access	access	NOUN
fumecheng-135	33	13	patterns	pattern	NOUN
fumecheng-135	33	14	will	will	AUX
fumecheng-135	33	15	be	be	AUX
fumecheng-135	33	16	particularly	particularly	ADV
fumecheng-135	33	17	addressed	address	VERB
fumecheng-135	33	18	in	in	ADP
fumecheng-135	33	19	order	order	NOUN
fumecheng-135	33	20	to	to	PART
fumecheng-135	33	21	achieve	achieve	VERB
fumecheng-135	33	22	high	high	ADJ
fumecheng-135	33	23	gpu	gpu	NOUN
fumecheng-135	33	24	utilization	utilization	NOUN
fumecheng-135	33	25	efficiency	efficiency	NOUN
fumecheng-135	33	26	.	.	PUNCT
fumecheng-135	34	1	2	2	X
fumecheng-135	34	2	.	.	X
fumecheng-135	34	3	the	the	DET
fumecheng-135	34	4	basics	basic	NOUN
fumecheng-135	34	5	of	of	ADP
fumecheng-135	34	6	the	the	DET
fumecheng-135	34	7	implemented	implement	VERB
fumecheng-135	34	8	co	co	ADJ
fumecheng-135	34	9	-	-	ADJ
fumecheng-135	34	10	rotational	rotational	ADJ
fumecheng-135	34	11	fem	fem	NOUN
fumecheng-135	34	12	formulation	formulation	NOUN
fumecheng-135	34	13	the	the	DET
fumecheng-135	34	14	motivation	motivation	NOUN
fumecheng-135	34	15	behind	behind	ADP
fumecheng-135	34	16	the	the	DET
fumecheng-135	34	17	development	development	NOUN
fumecheng-135	34	18	of	of	ADP
fumecheng-135	34	19	the	the	DET
fumecheng-135	34	20	simplified	simplified	ADJ
fumecheng-135	34	21	co	co	ADJ
fumecheng-135	34	22	-	-	ADJ
fumecheng-135	34	23	rotational	rotational	ADJ
fumecheng-135	34	24	fem	fem	NOUN
fumecheng-135	34	25	formulation	formulation	NOUN
fumecheng-135	34	26	is	be	AUX
fumecheng-135	34	27	to	to	PART
fumecheng-135	34	28	derive	derive	VERB
fumecheng-135	34	29	a	a	DET
fumecheng-135	34	30	geometrically	geometrically	ADV
fumecheng-135	34	31	nonlinear	nonlinear	ADJ
fumecheng-135	34	32	fem	fem	NOUN
fumecheng-135	34	33	formulation	formulation	NOUN
fumecheng-135	34	34	that	that	PRON
fumecheng-135	34	35	is	be	AUX
fumecheng-135	34	36	stable	stable	ADJ
fumecheng-135	34	37	and	and	CCONJ
fumecheng-135	34	38	very	very	ADV
fumecheng-135	34	39	efficient	efficient	ADJ
fumecheng-135	34	40	besides	besides	SCONJ
fumecheng-135	34	41	enabling	enable	VERB
fumecheng-135	34	42	sufficiently	sufficiently	ADV
fumecheng-135	34	43	accurate	accurate	ADJ
fumecheng-135	34	44	simulation	simulation	NOUN
fumecheng-135	34	45	of	of	ADP
fumecheng-135	34	46	the	the	DET
fumecheng-135	34	47	deformational	deformational	ADJ
fumecheng-135	34	48	behavior	behavior	NOUN
fumecheng-135	34	49	characterized	characterize	VERB
fumecheng-135	34	50	by	by	ADP
fumecheng-135	34	51	large	large	ADJ
fumecheng-135	34	52	local	local	ADJ
fumecheng-135	34	53	rotations	rotation	NOUN
fumecheng-135	34	54	.	.	PUNCT
fumecheng-135	35	1	the	the	DET
fumecheng-135	35	2	idea	idea	NOUN
fumecheng-135	35	3	arises	arise	VERB
fumecheng-135	35	4	from	from	ADP
fumecheng-135	35	5	the	the	DET
fumecheng-135	35	6	principles	principle	NOUN
fumecheng-135	35	7	of	of	ADP
fumecheng-135	35	8	incorporating	incorporate	VERB
fumecheng-135	35	9	flexible	flexible	ADJ
fumecheng-135	35	10	bodies	body	NOUN
fumecheng-135	35	11	in	in	ADP
fumecheng-135	35	12	multi	multi	ADJ
fumecheng-135	35	13	-	-	ADJ
fumecheng-135	35	14	body	body	ADJ
fumecheng-135	35	15	-	-	PUNCT
fumecheng-135	35	16	system	system	NOUN
fumecheng-135	35	17	(	(	PUNCT
fumecheng-135	35	18	mbs	mb	NOUN
fumecheng-135	35	19	)	)	PUNCT
fumecheng-135	35	20	dynamics	dynamic	NOUN
fumecheng-135	35	21	.	.	PUNCT
fumecheng-135	36	1	in	in	ADP
fumecheng-135	36	2	mbs	mb	NOUN
fumecheng-135	36	3	dynamics	dynamic	NOUN
fumecheng-135	36	4	,	,	PUNCT
fumecheng-135	36	5	the	the	DET
fumecheng-135	36	6	overall	overall	ADJ
fumecheng-135	36	7	motion	motion	NOUN
fumecheng-135	36	8	of	of	ADP
fumecheng-135	36	9	flexible	flexible	ADJ
fumecheng-135	36	10	objects	object	NOUN
fumecheng-135	36	11	is	be	AUX
fumecheng-135	36	12	described	describe	VERB
fumecheng-135	36	13	as	as	ADP
fumecheng-135	36	14	a	a	DET
fumecheng-135	36	15	superposition	superposition	NOUN
fumecheng-135	36	16	of	of	ADP
fumecheng-135	36	17	large	large	ADJ
fumecheng-135	36	18	rigid	rigid	ADJ
fumecheng-135	36	19	-	-	PUNCT
fumecheng-135	36	20	body	body	NOUN
fumecheng-135	36	21	motion	motion	NOUN
fumecheng-135	36	22	and	and	CCONJ
fumecheng-135	36	23	small	small	ADJ
fumecheng-135	36	24	an	an	DET
fumecheng-135	36	25	approach	approach	NOUN
fumecheng-135	36	26	to	to	ADP
fumecheng-135	36	27	efficient	efficient	ADJ
fumecheng-135	36	28	fem	fem	NOUN
fumecheng-135	36	29	simulations	simulation	NOUN
fumecheng-135	36	30	on	on	ADP
fumecheng-135	36	31	graphics	graphic	NOUN
fumecheng-135	36	32	processing	processing	NOUN
fumecheng-135	36	33	units	unit	NOUN
fumecheng-135	36	34	using	use	VERB
fumecheng-135	36	35	cuda	cuda	NOUN
fumecheng-135	36	36	17	17	NUM
fumecheng-135	36	37	deformation	deformation	NOUN
fumecheng-135	36	38	with	with	ADP
fumecheng-135	36	39	respect	respect	NOUN
fumecheng-135	36	40	to	to	ADP
fumecheng-135	36	41	a	a	DET
fumecheng-135	36	42	body	body	NOUN
fumecheng-135	36	43	-	-	PUNCT
fumecheng-135	36	44	fixed	fix	VERB
fumecheng-135	36	45	reference	reference	NOUN
fumecheng-135	36	46	frame	frame	NOUN
fumecheng-135	36	47	that	that	PRON
fumecheng-135	36	48	performs	perform	VERB
fumecheng-135	36	49	the	the	DET
fumecheng-135	36	50	same	same	ADJ
fumecheng-135	36	51	rigidbody	rigidbody	NOUN
fumecheng-135	36	52	motion	motion	NOUN
fumecheng-135	36	53	as	as	ADP
fumecheng-135	36	54	the	the	DET
fumecheng-135	36	55	object	object	NOUN
fumecheng-135	36	56	.	.	PUNCT
fumecheng-135	37	1	instead	instead	ADV
fumecheng-135	37	2	of	of	ADP
fumecheng-135	37	3	assigning	assign	VERB
fumecheng-135	37	4	a	a	DET
fumecheng-135	37	5	single	single	ADJ
fumecheng-135	37	6	local	local	ADJ
fumecheng-135	37	7	reference	reference	NOUN
fumecheng-135	37	8	frame	frame	NOUN
fumecheng-135	37	9	to	to	ADP
fumecheng-135	37	10	the	the	DET
fumecheng-135	37	11	object	object	NOUN
fumecheng-135	37	12	,	,	PUNCT
fumecheng-135	37	13	a	a	DET
fumecheng-135	37	14	set	set	NOUN
fumecheng-135	37	15	of	of	ADP
fumecheng-135	37	16	local	local	ADJ
fumecheng-135	37	17	reference	reference	NOUN
fumecheng-135	37	18	frames	frame	NOUN
fumecheng-135	37	19	can	can	AUX
fumecheng-135	37	20	be	be	AUX
fumecheng-135	37	21	assigned	assign	VERB
fumecheng-135	37	22	to	to	ADP
fumecheng-135	37	23	different	different	ADJ
fumecheng-135	37	24	areas	area	NOUN
fumecheng-135	37	25	of	of	ADP
fumecheng-135	37	26	the	the	DET
fumecheng-135	37	27	modeled	model	VERB
fumecheng-135	37	28	object	object	NOUN
fumecheng-135	37	29	.	.	PUNCT
fumecheng-135	38	1	in	in	ADP
fumecheng-135	38	2	a	a	DET
fumecheng-135	38	3	rigorous	rigorous	ADJ
fumecheng-135	38	4	co	co	ADJ
fumecheng-135	38	5	-	-	ADJ
fumecheng-135	38	6	rotational	rotational	ADJ
fumecheng-135	38	7	fem	fem	NOUN
fumecheng-135	38	8	formulation	formulation	NOUN
fumecheng-135	38	9	,	,	PUNCT
fumecheng-135	38	10	a	a	DET
fumecheng-135	38	11	local	local	ADJ
fumecheng-135	38	12	reference	reference	NOUN
fumecheng-135	38	13	frame	frame	NOUN
fumecheng-135	38	14	would	would	AUX
fumecheng-135	38	15	be	be	AUX
fumecheng-135	38	16	typically	typically	ADV
fumecheng-135	38	17	defined	define	VERB
fumecheng-135	38	18	at	at	ADP
fumecheng-135	38	19	each	each	DET
fumecheng-135	38	20	element	element	NOUN
fumecheng-135	38	21	integration	integration	NOUN
fumecheng-135	38	22	point	point	NOUN
fumecheng-135	38	23	as	as	SCONJ
fumecheng-135	38	24	those	those	DET
fumecheng-135	38	25	points	point	NOUN
fumecheng-135	38	26	are	be	AUX
fumecheng-135	38	27	used	use	VERB
fumecheng-135	38	28	in	in	ADP
fumecheng-135	38	29	the	the	DET
fumecheng-135	38	30	evaluation	evaluation	NOUN
fumecheng-135	38	31	of	of	ADP
fumecheng-135	38	32	element	element	ADJ
fumecheng-135	38	33	matrices	matrix	NOUN
fumecheng-135	38	34	and	and	CCONJ
fumecheng-135	38	35	vectors	vector	NOUN
fumecheng-135	38	36	.	.	PUNCT
fumecheng-135	39	1	however	however	ADV
fumecheng-135	39	2	,	,	PUNCT
fumecheng-135	39	3	in	in	ADP
fumecheng-135	39	4	the	the	DET
fumecheng-135	39	5	present	present	ADJ
fumecheng-135	39	6	formulation	formulation	NOUN
fumecheng-135	39	7	,	,	PUNCT
fumecheng-135	39	8	the	the	DET
fumecheng-135	39	9	idea	idea	NOUN
fumecheng-135	39	10	is	be	AUX
fumecheng-135	39	11	to	to	PART
fumecheng-135	39	12	account	account	VERB
fumecheng-135	39	13	for	for	ADP
fumecheng-135	39	14	the	the	DET
fumecheng-135	39	15	rigid	rigid	ADJ
fumecheng-135	39	16	-	-	PUNCT
fumecheng-135	39	17	body	body	NOUN
fumecheng-135	39	18	rotation	rotation	NOUN
fumecheng-135	39	19	with	with	ADP
fumecheng-135	39	20	a	a	DET
fumecheng-135	39	21	somewhat	somewhat	ADV
fumecheng-135	39	22	lower	low	ADJ
fumecheng-135	39	23	'	'	PUNCT
fumecheng-135	39	24	spatial	spatial	ADJ
fumecheng-135	39	25	resolution	resolution	NOUN
fumecheng-135	39	26	'	'	PUNCT
fumecheng-135	39	27	.	.	PUNCT
fumecheng-135	40	1	hence	hence	ADV
fumecheng-135	40	2	,	,	PUNCT
fumecheng-135	40	3	an	an	DET
fumecheng-135	40	4	average	average	ADJ
fumecheng-135	40	5	rigid	rigid	ADJ
fumecheng-135	40	6	-	-	PUNCT
fumecheng-135	40	7	body	body	NOUN
fumecheng-135	40	8	rotation	rotation	NOUN
fumecheng-135	40	9	is	be	AUX
fumecheng-135	40	10	determined	determine	VERB
fumecheng-135	40	11	for	for	ADP
fumecheng-135	40	12	each	each	DET
fumecheng-135	40	13	finite	finite	ADJ
fumecheng-135	40	14	element	element	NOUN
fumecheng-135	40	15	.	.	PUNCT
fumecheng-135	41	1	since	since	SCONJ
fumecheng-135	41	2	co	co	ADJ
fumecheng-135	41	3	-	-	ADJ
fumecheng-135	41	4	rotational	rotational	ADJ
fumecheng-135	41	5	approaches	approach	NOUN
fumecheng-135	41	6	decouple	decouple	VERB
fumecheng-135	41	7	rigid	rigid	ADJ
fumecheng-135	41	8	-	-	PUNCT
fumecheng-135	41	9	body	body	NOUN
fumecheng-135	41	10	motion	motion	NOUN
fumecheng-135	41	11	from	from	ADP
fumecheng-135	41	12	deformational	deformational	ADJ
fumecheng-135	41	13	motion	motion	NOUN
fumecheng-135	41	14	,	,	PUNCT
fumecheng-135	41	15	they	they	PRON
fumecheng-135	41	16	allow	allow	VERB
fumecheng-135	41	17	the	the	DET
fumecheng-135	41	18	usage	usage	NOUN
fumecheng-135	41	19	of	of	ADP
fumecheng-135	41	20	engineering	engineering	NOUN
fumecheng-135	41	21	strain	strain	NOUN
fumecheng-135	41	22	and	and	CCONJ
fumecheng-135	41	23	stress	stress	NOUN
fumecheng-135	41	24	measures	measure	NOUN
fumecheng-135	41	25	in	in	ADP
fumecheng-135	41	26	the	the	DET
fumecheng-135	41	27	formulation	formulation	NOUN
fumecheng-135	41	28	as	as	ADV
fumecheng-135	41	29	well	well	ADV
fumecheng-135	41	30	as	as	ADP
fumecheng-135	41	31	decoupling	decouple	VERB
fumecheng-135	41	32	of	of	ADP
fumecheng-135	41	33	geometrical	geometrical	ADJ
fumecheng-135	41	34	from	from	ADP
fumecheng-135	41	35	material	material	ADJ
fumecheng-135	41	36	nonlinearities	nonlinearitie	NOUN
fumecheng-135	41	37	.	.	PUNCT
fumecheng-135	42	1	the	the	DET
fumecheng-135	42	2	element	element	NOUN
fumecheng-135	42	3	-	-	PUNCT
fumecheng-135	42	4	based	base	VERB
fumecheng-135	42	5	rigid	rigid	ADJ
fumecheng-135	42	6	-	-	PUNCT
fumecheng-135	42	7	body	body	NOUN
fumecheng-135	42	8	rotation	rotation	NOUN
fumecheng-135	42	9	is	be	AUX
fumecheng-135	42	10	not	not	PART
fumecheng-135	42	11	the	the	DET
fumecheng-135	42	12	only	only	ADJ
fumecheng-135	42	13	simplification	simplification	NOUN
fumecheng-135	42	14	of	of	ADP
fumecheng-135	42	15	this	this	DET
fumecheng-135	42	16	formulation	formulation	NOUN
fumecheng-135	42	17	compared	compare	VERB
fumecheng-135	42	18	to	to	ADP
fumecheng-135	42	19	the	the	DET
fumecheng-135	42	20	rigorous	rigorous	ADJ
fumecheng-135	42	21	geometrically	geometrically	ADV
fumecheng-135	42	22	nonlinear	nonlinear	ADJ
fumecheng-135	42	23	fem	fem	NOUN
fumecheng-135	42	24	formulations	formulation	NOUN
fumecheng-135	42	25	.	.	PUNCT
fumecheng-135	43	1	another	another	DET
fumecheng-135	43	2	important	important	ADJ
fumecheng-135	43	3	simplification	simplification	NOUN
fumecheng-135	43	4	lies	lie	VERB
fumecheng-135	43	5	in	in	ADP
fumecheng-135	43	6	the	the	DET
fumecheng-135	43	7	fact	fact	NOUN
fumecheng-135	43	8	that	that	SCONJ
fumecheng-135	43	9	the	the	DET
fumecheng-135	43	10	behavior	behavior	NOUN
fumecheng-135	43	11	of	of	ADP
fumecheng-135	43	12	finite	finite	ADJ
fumecheng-135	43	13	elements	element	NOUN
fumecheng-135	43	14	remains	remain	VERB
fumecheng-135	43	15	purely	purely	ADV
fumecheng-135	43	16	linear	linear	ADJ
fumecheng-135	43	17	with	with	ADP
fumecheng-135	43	18	respect	respect	NOUN
fumecheng-135	43	19	to	to	ADP
fumecheng-135	43	20	the	the	DET
fumecheng-135	43	21	co	co	ADJ
fumecheng-135	43	22	-	-	ADJ
fumecheng-135	43	23	rotational	rotational	ADJ
fumecheng-135	43	24	reference	reference	NOUN
fumecheng-135	43	25	frame	frame	NOUN
fumecheng-135	43	26	.	.	PUNCT
fumecheng-135	44	1	thus	thus	ADV
fumecheng-135	44	2	,	,	PUNCT
fumecheng-135	44	3	the	the	DET
fumecheng-135	44	4	only	only	ADV
fumecheng-135	44	5	geometrically	geometrically	ADV
fumecheng-135	44	6	nonlinear	nonlinear	ADJ
fumecheng-135	44	7	effect	effect	NOUN
fumecheng-135	44	8	taken	take	VERB
fumecheng-135	44	9	into	into	ADP
fumecheng-135	44	10	account	account	NOUN
fumecheng-135	44	11	is	be	AUX
fumecheng-135	44	12	the	the	DET
fumecheng-135	44	13	averaged	average	VERB
fumecheng-135	44	14	rigid	rigid	ADJ
fumecheng-135	44	15	-	-	PUNCT
fumecheng-135	44	16	body	body	NOUN
fumecheng-135	44	17	rotation	rotation	NOUN
fumecheng-135	44	18	of	of	ADP
fumecheng-135	44	19	single	single	ADJ
fumecheng-135	44	20	finite	finite	ADJ
fumecheng-135	44	21	elements	element	NOUN
fumecheng-135	44	22	.	.	PUNCT
fumecheng-135	45	1	the	the	DET
fumecheng-135	45	2	very	very	ADJ
fumecheng-135	45	3	core	core	NOUN
fumecheng-135	45	4	of	of	ADP
fumecheng-135	45	5	the	the	DET
fumecheng-135	45	6	formulation	formulation	NOUN
fumecheng-135	45	7	is	be	AUX
fumecheng-135	45	8	given	give	VERB
fumecheng-135	45	9	by	by	ADP
fumecheng-135	45	10	the	the	DET
fumecheng-135	45	11	following	follow	VERB
fumecheng-135	45	12	equation	equation	NOUN
fumecheng-135	45	13	that	that	PRON
fumecheng-135	45	14	defines	define	VERB
fumecheng-135	45	15	the	the	DET
fumecheng-135	45	16	vector	vector	NOUN
fumecheng-135	45	17	of	of	ADP
fumecheng-135	45	18	internal	internal	ADJ
fumecheng-135	45	19	nodal	nodal	NOUN
fumecheng-135	45	20	forces	force	NOUN
fumecheng-135	45	21	on	on	ADP
fumecheng-135	45	22	the	the	DET
fumecheng-135	45	23	element	element	ADJ
fumecheng-135	45	24	level	level	NOUN
fumecheng-135	45	25	:	:	PUNCT
fumecheng-135	45	26	1	1	NUM
fumecheng-135	45	27	(	(	PUNCT
fumecheng-135	45	28	)	)	PUNCT
fumecheng-135	45	29			VERB
fumecheng-135	45	30			NOUN
fumecheng-135	45	31	inte	inte	NOUN
fumecheng-135	45	32	e	e	X
fumecheng-135	45	33	e	e	X
fumecheng-135	45	34	e	e	X
fumecheng-135	45	35	e	e	X
fumecheng-135	45	36	0ef	0ef	NOUN
fumecheng-135	45	37	r	r	NOUN
fumecheng-135	45	38	k	k	NOUN
fumecheng-135	45	39	r	r	NOUN
fumecheng-135	45	40	x	x	SYM
fumecheng-135	45	41	x	x	X
fumecheng-135	45	42	,	,	PUNCT
fumecheng-135	45	43	(	(	PUNCT
fumecheng-135	45	44	1	1	X
fumecheng-135	45	45	)	)	PUNCT
fumecheng-135	45	46	where	where	SCONJ
fumecheng-135	45	47	re	re	NOUN
fumecheng-135	45	48	is	be	AUX
fumecheng-135	45	49	the	the	DET
fumecheng-135	45	50	rotation	rotation	NOUN
fumecheng-135	45	51	matrix	matrix	NOUN
fumecheng-135	45	52	describing	describe	VERB
fumecheng-135	45	53	the	the	DET
fumecheng-135	45	54	element	element	ADJ
fumecheng-135	45	55	rigid	rigid	ADJ
fumecheng-135	45	56	-	-	PUNCT
fumecheng-135	45	57	body	body	NOUN
fumecheng-135	45	58	rotation	rotation	NOUN
fumecheng-135	45	59	,	,	PUNCT
fumecheng-135	45	60	ke	ke	PROPN
fumecheng-135	45	61	is	be	AUX
fumecheng-135	45	62	the	the	DET
fumecheng-135	45	63	linear	linear	ADJ
fumecheng-135	45	64	element	element	ADJ
fumecheng-135	45	65	stiffness	stiffness	NOUN
fumecheng-135	45	66	matrix	matrix	NOUN
fumecheng-135	45	67	,	,	PUNCT
fumecheng-135	45	68	while	while	SCONJ
fumecheng-135	45	69	x0e	x0e	PROPN
fumecheng-135	45	70	and	and	CCONJ
fumecheng-135	45	71	xe	xe	PROPN
fumecheng-135	45	72	are	be	AUX
fumecheng-135	45	73	the	the	DET
fumecheng-135	45	74	initial	initial	ADJ
fumecheng-135	45	75	and	and	CCONJ
fumecheng-135	45	76	current	current	ADJ
fumecheng-135	45	77	element	element	NOUN
fumecheng-135	45	78	configurations	configuration	NOUN
fumecheng-135	45	79	(	(	PUNCT
fumecheng-135	45	80	nodal	nodal	NOUN
fumecheng-135	45	81	coordinates	coordinate	NOUN
fumecheng-135	45	82	)	)	PUNCT
fumecheng-135	45	83	,	,	PUNCT
fumecheng-135	45	84	respectively	respectively	ADV
fumecheng-135	45	85	.	.	PUNCT
fumecheng-135	46	1	the	the	DET
fumecheng-135	46	2	first	first	ADJ
fumecheng-135	46	3	term	term	NOUN
fumecheng-135	46	4	in	in	ADP
fumecheng-135	46	5	the	the	DET
fumecheng-135	46	6	parenthesis	parenthesis	NOUN
fumecheng-135	46	7	on	on	ADP
fumecheng-135	46	8	the	the	DET
fumecheng-135	46	9	right	right	ADJ
fumecheng-135	46	10	-	-	PUNCT
fumecheng-135	46	11	hand	hand	NOUN
fumecheng-135	46	12	side	side	NOUN
fumecheng-135	46	13	of	of	ADP
fumecheng-135	46	14	the	the	DET
fumecheng-135	46	15	equation	equation	NOUN
fumecheng-135	46	16	yields	yield	VERB
fumecheng-135	46	17	the	the	DET
fumecheng-135	46	18	current	current	ADJ
fumecheng-135	46	19	element	element	NOUN
fumecheng-135	46	20	configuration	configuration	NOUN
fumecheng-135	46	21	rotated	rotate	VERB
fumecheng-135	46	22	back	back	ADV
fumecheng-135	46	23	to	to	ADP
fumecheng-135	46	24	the	the	DET
fumecheng-135	46	25	original	original	ADJ
fumecheng-135	46	26	element	element	NOUN
fumecheng-135	46	27	orientation	orientation	NOUN
fumecheng-135	46	28	.	.	PUNCT
fumecheng-135	47	1	thus	thus	ADV
fumecheng-135	47	2	,	,	PUNCT
fumecheng-135	47	3	the	the	DET
fumecheng-135	47	4	entire	entire	ADJ
fumecheng-135	47	5	term	term	NOUN
fumecheng-135	47	6	in	in	ADP
fumecheng-135	47	7	the	the	DET
fumecheng-135	47	8	parenthesis	parenthesis	NOUN
fumecheng-135	47	9	yields	yield	VERB
fumecheng-135	47	10	the	the	DET
fumecheng-135	47	11	rotation	rotation	NOUN
fumecheng-135	47	12	-	-	PUNCT
fumecheng-135	47	13	free	free	ADJ
fumecheng-135	47	14	nodal	nodal	NOUN
fumecheng-135	47	15	displacements	displacement	NOUN
fumecheng-135	47	16	.	.	PUNCT
fumecheng-135	48	1	by	by	ADP
fumecheng-135	48	2	multiplying	multiply	VERB
fumecheng-135	48	3	them	they	PRON
fumecheng-135	48	4	with	with	ADP
fumecheng-135	48	5	the	the	DET
fumecheng-135	48	6	linear	linear	ADJ
fumecheng-135	48	7	element	element	NOUN
fumecheng-135	48	8	stiffness	stiffness	NOUN
fumecheng-135	48	9	matrix	matrix	NOUN
fumecheng-135	48	10	,	,	PUNCT
fumecheng-135	48	11	one	one	NUM
fumecheng-135	48	12	obtains	obtain	VERB
fumecheng-135	48	13	the	the	DET
fumecheng-135	48	14	element	element	ADJ
fumecheng-135	48	15	internal	internal	ADJ
fumecheng-135	48	16	forces	force	NOUN
fumecheng-135	48	17	with	with	ADP
fumecheng-135	48	18	respect	respect	NOUN
fumecheng-135	48	19	to	to	ADP
fumecheng-135	48	20	the	the	DET
fumecheng-135	48	21	original	original	ADJ
fumecheng-135	48	22	element	element	NOUN
fumecheng-135	48	23	configuration	configuration	NOUN
fumecheng-135	48	24	,	,	PUNCT
fumecheng-135	48	25	which	which	PRON
fumecheng-135	48	26	are	be	AUX
fumecheng-135	48	27	,	,	PUNCT
fumecheng-135	48	28	finally	finally	ADV
fumecheng-135	48	29	,	,	PUNCT
fumecheng-135	48	30	rotated	rotate	VERB
fumecheng-135	48	31	to	to	ADP
fumecheng-135	48	32	the	the	DET
fumecheng-135	48	33	current	current	ADJ
fumecheng-135	48	34	element	element	NOUN
fumecheng-135	48	35	configuration	configuration	NOUN
fumecheng-135	48	36	,	,	PUNCT
fumecheng-135	48	37	i.e.	i.e.	X
fumecheng-135	48	38	through	through	ADP
fumecheng-135	48	39	re	re	NOUN
fumecheng-135	48	40	.	.	PUNCT
fumecheng-135	49	1	very	very	ADV
fumecheng-135	49	2	simple	simple	ADJ
fumecheng-135	49	3	algebra	algebra	NOUN
fumecheng-135	49	4	transforms	transform	VERB
fumecheng-135	49	5	eq	eq	NOUN
fumecheng-135	49	6	.	.	PUNCT
fumecheng-135	50	1	(	(	PUNCT
fumecheng-135	50	2	1	1	NUM
fumecheng-135	50	3	)	)	PUNCT
fumecheng-135	50	4	into	into	ADP
fumecheng-135	50	5	the	the	DET
fumecheng-135	50	6	following	follow	VERB
fumecheng-135	50	7	form	form	NOUN
fumecheng-135	50	8	:	:	PUNCT
fumecheng-135	50	9	r	r	NOUN
fumecheng-135	50	10	uee	uee	PROPN
fumecheng-135	50	11	r	r	NOUN
fumecheng-135	50	12	e0eeeeeeeinte	e0eeeeeeeinte	PROPN
fumecheng-135	50	13	fxkxkrxrkrf	fxkxkrxrkrf	ADJ
fumecheng-135	50	14			PROPN
fumecheng-135	50	15	1	1	NOUN
fumecheng-135	50	16	,	,	PUNCT
fumecheng-135	50	17	(	(	PUNCT
fumecheng-135	50	18	2	2	X
fumecheng-135	50	19	)	)	PUNCT
fumecheng-135	50	20	where	where	SCONJ
fumecheng-135	50	21	ke	ke	PROPN
fumecheng-135	50	22	r	r	PROPN
fumecheng-135	50	23	is	be	AUX
fumecheng-135	50	24	the	the	DET
fumecheng-135	50	25	rotated	rotate	VERB
fumecheng-135	50	26	element	element	NOUN
fumecheng-135	50	27	stiffness	stiffness	NOUN
fumecheng-135	50	28	matrix	matrix	NOUN
fumecheng-135	50	29	and	and	CCONJ
fumecheng-135	50	30	fue	fue	NOUN
fumecheng-135	50	31	r	r	NOUN
fumecheng-135	50	32	a	a	DET
fumecheng-135	50	33	contribution	contribution	NOUN
fumecheng-135	50	34	to	to	ADP
fumecheng-135	50	35	the	the	DET
fumecheng-135	50	36	internal	internal	ADJ
fumecheng-135	50	37	elastic	elastic	ADJ
fumecheng-135	50	38	forces	force	NOUN
fumecheng-135	50	39	,	,	PUNCT
fumecheng-135	50	40	a	a	DET
fumecheng-135	50	41	part	part	NOUN
fumecheng-135	50	42	of	of	ADP
fumecheng-135	50	43	which	which	PRON
fumecheng-135	50	44	can	can	AUX
fumecheng-135	50	45	be	be	AUX
fumecheng-135	50	46	pre	pre	VERB
fumecheng-135	50	47	-	-	VERB
fumecheng-135	50	48	computed	computed	ADJ
fumecheng-135	50	49	for	for	ADP
fumecheng-135	50	50	more	more	ADV
fumecheng-135	50	51	efficient	efficient	ADJ
fumecheng-135	50	52	computation	computation	NOUN
fumecheng-135	50	53	.	.	PUNCT
fumecheng-135	51	1	it	it	PRON
fumecheng-135	51	2	should	should	AUX
fumecheng-135	51	3	be	be	AUX
fumecheng-135	51	4	now	now	ADV
fumecheng-135	51	5	more	more	ADV
fumecheng-135	51	6	obvious	obvious	ADJ
fumecheng-135	51	7	where	where	SCONJ
fumecheng-135	51	8	the	the	DET
fumecheng-135	51	9	efficiency	efficiency	NOUN
fumecheng-135	51	10	of	of	ADP
fumecheng-135	51	11	this	this	DET
fumecheng-135	51	12	formulation	formulation	NOUN
fumecheng-135	51	13	rests	rest	VERB
fumecheng-135	51	14	.	.	PUNCT
fumecheng-135	52	1	in	in	ADP
fumecheng-135	52	2	a	a	DET
fumecheng-135	52	3	presimulation	presimulation	NOUN
fumecheng-135	52	4	step	step	NOUN
fumecheng-135	52	5	,	,	PUNCT
fumecheng-135	52	6	the	the	DET
fumecheng-135	52	7	linear	linear	ADJ
fumecheng-135	52	8	stiffness	stiffness	NOUN
fumecheng-135	52	9	matrix	matrix	NOUN
fumecheng-135	52	10	of	of	ADP
fumecheng-135	52	11	each	each	DET
fumecheng-135	52	12	element	element	NOUN
fumecheng-135	52	13	is	be	AUX
fumecheng-135	52	14	computed	compute	VERB
fumecheng-135	52	15	.	.	PUNCT
fumecheng-135	53	1	over	over	ADP
fumecheng-135	53	2	the	the	DET
fumecheng-135	53	3	course	course	NOUN
fumecheng-135	53	4	of	of	ADP
fumecheng-135	53	5	simulation	simulation	NOUN
fumecheng-135	53	6	,	,	PUNCT
fumecheng-135	53	7	the	the	DET
fumecheng-135	53	8	information	information	NOUN
fumecheng-135	53	9	about	about	ADP
fumecheng-135	53	10	the	the	DET
fumecheng-135	53	11	current	current	ADJ
fumecheng-135	53	12	and	and	CCONJ
fumecheng-135	53	13	initial	initial	ADJ
fumecheng-135	53	14	element	element	NOUN
fumecheng-135	53	15	configurations	configuration	NOUN
fumecheng-135	53	16	is	be	AUX
fumecheng-135	53	17	used	use	VERB
fumecheng-135	53	18	to	to	PART
fumecheng-135	53	19	extract	extract	VERB
fumecheng-135	53	20	the	the	DET
fumecheng-135	53	21	element	element	ADJ
fumecheng-135	53	22	rotation	rotation	NOUN
fumecheng-135	53	23	matrix	matrix	NOUN
fumecheng-135	53	24	describing	describe	VERB
fumecheng-135	53	25	the	the	DET
fumecheng-135	53	26	purely	purely	ADV
fumecheng-135	53	27	rotational	rotational	ADJ
fumecheng-135	53	28	part	part	NOUN
fumecheng-135	53	29	of	of	ADP
fumecheng-135	53	30	the	the	DET
fumecheng-135	53	31	motion	motion	NOUN
fumecheng-135	53	32	.	.	PUNCT
fumecheng-135	54	1	the	the	DET
fumecheng-135	54	2	matrix	matrix	NOUN
fumecheng-135	54	3	is	be	AUX
fumecheng-135	54	4	further	far	ADV
fumecheng-135	54	5	used	use	VERB
fumecheng-135	54	6	to	to	PART
fumecheng-135	54	7	obtain	obtain	VERB
fumecheng-135	54	8	the	the	DET
fumecheng-135	54	9	rotated	rotate	VERB
fumecheng-135	54	10	element	element	NOUN
fumecheng-135	54	11	stiffness	stiffness	NOUN
fumecheng-135	54	12	matrix	matrix	NOUN
fumecheng-135	54	13	,	,	PUNCT
fumecheng-135	54	14	re	re	VERB
fumecheng-135	54	15	-	-	VERB
fumecheng-135	54	16	assemble	assemble	VERB
fumecheng-135	54	17	the	the	DET
fumecheng-135	54	18	current	current	ADJ
fumecheng-135	54	19	structural	structural	ADJ
fumecheng-135	54	20	stiffness	stiffness	NOUN
fumecheng-135	54	21	matrix	matrix	NOUN
fumecheng-135	54	22	and	and	CCONJ
fumecheng-135	54	23	compute	compute	VERB
fumecheng-135	54	24	the	the	DET
fumecheng-135	54	25	internal	internal	ADJ
fumecheng-135	54	26	elastic	elastic	ADJ
fumecheng-135	54	27	forces	force	NOUN
fumecheng-135	54	28	.	.	PUNCT
fumecheng-135	55	1	3	3	X
fumecheng-135	55	2	.	.	NOUN
fumecheng-135	55	3	time	time	NOUN
fumecheng-135	55	4	integration	integration	NOUN
fumecheng-135	55	5	for	for	ADP
fumecheng-135	55	6	dynamics	dynamic	NOUN
fumecheng-135	55	7	the	the	DET
fumecheng-135	55	8	properties	property	NOUN
fumecheng-135	55	9	of	of	ADP
fumecheng-135	55	10	the	the	DET
fumecheng-135	55	11	presented	present	VERB
fumecheng-135	55	12	co	co	ADJ
fumecheng-135	55	13	-	-	ADJ
fumecheng-135	55	14	rotational	rotational	ADJ
fumecheng-135	55	15	fem	fem	NOUN
fumecheng-135	55	16	formulation	formulation	NOUN
fumecheng-135	55	17	come	come	VERB
fumecheng-135	55	18	primarily	primarily	ADV
fumecheng-135	55	19	to	to	ADP
fumecheng-135	55	20	the	the	DET
fumecheng-135	55	21	fore	fore	NOUN
fumecheng-135	55	22	in	in	ADP
fumecheng-135	55	23	dynamics	dynamic	NOUN
fumecheng-135	55	24	.	.	PUNCT
fumecheng-135	56	1	the	the	DET
fumecheng-135	56	2	fem	fem	NOUN
fumecheng-135	56	3	equations	equation	NOUN
fumecheng-135	56	4	for	for	ADP
fumecheng-135	56	5	dynamics	dynamic	NOUN
fumecheng-135	56	6	can	can	AUX
fumecheng-135	56	7	be	be	AUX
fumecheng-135	56	8	given	give	VERB
fumecheng-135	56	9	in	in	ADP
fumecheng-135	56	10	the	the	DET
fumecheng-135	56	11	following	follow	VERB
fumecheng-135	56	12	form	form	NOUN
fumecheng-135	56	13	:	:	PUNCT
fumecheng-135	56	14	18	18	NUM
fumecheng-135	56	15	b.	b.	PROPN
fumecheng-135	56	16	nutti	nutti	PROPN
fumecheng-135	56	17	,	,	PUNCT
fumecheng-135	56	18	d.	d.	PROPN
fumecheng-135	56	19	marinković	marinković	PROPN
fumecheng-135	56	20	intext	intext	PROPN
fumecheng-135	56	21	ffcvma	ffcvma	PROPN
fumecheng-135	56	22			PROPN
fumecheng-135	56	23	,	,	PUNCT
fumecheng-135	56	24	(	(	PUNCT
fumecheng-135	56	25	3	3	X
fumecheng-135	56	26	)	)	PUNCT
fumecheng-135	56	27	where	where	SCONJ
fumecheng-135	56	28	a	a	PRON
fumecheng-135	56	29	and	and	CCONJ
fumecheng-135	56	30	v	v	NOUN
fumecheng-135	56	31	are	be	AUX
fumecheng-135	56	32	the	the	DET
fumecheng-135	56	33	vectors	vector	NOUN
fumecheng-135	56	34	of	of	ADP
fumecheng-135	56	35	nodal	nodal	NOUN
fumecheng-135	56	36	accelerations	acceleration	NOUN
fumecheng-135	56	37	and	and	CCONJ
fumecheng-135	56	38	velocities	velocity	NOUN
fumecheng-135	56	39	,	,	PUNCT
fumecheng-135	56	40	m	m	VERB
fumecheng-135	56	41	and	and	CCONJ
fumecheng-135	56	42	c	c	PROPN
fumecheng-135	56	43	are	be	AUX
fumecheng-135	56	44	the	the	DET
fumecheng-135	56	45	structural	structural	ADJ
fumecheng-135	56	46	mass	mass	NOUN
fumecheng-135	56	47	and	and	CCONJ
fumecheng-135	56	48	damping	damp	VERB
fumecheng-135	56	49	matrices	matrix	NOUN
fumecheng-135	56	50	,	,	PUNCT
fumecheng-135	56	51	while	while	SCONJ
fumecheng-135	56	52	fext	fext	NOUN
fumecheng-135	56	53	and	and	CCONJ
fumecheng-135	56	54	fint	fint	NOUN
fumecheng-135	56	55	are	be	AUX
fumecheng-135	56	56	the	the	DET
fumecheng-135	56	57	vectors	vector	NOUN
fumecheng-135	56	58	of	of	ADP
fumecheng-135	56	59	nodal	nodal	ADJ
fumecheng-135	56	60	external	external	ADJ
fumecheng-135	56	61	and	and	CCONJ
fumecheng-135	56	62	internal	internal	ADJ
fumecheng-135	56	63	forces	force	NOUN
fumecheng-135	56	64	of	of	ADP
fumecheng-135	56	65	the	the	DET
fumecheng-135	56	66	entire	entire	ADJ
fumecheng-135	56	67	structure	structure	NOUN
fumecheng-135	56	68	,	,	PUNCT
fumecheng-135	56	69	respectively	respectively	ADV
fumecheng-135	56	70	.	.	PUNCT
fumecheng-135	57	1	the	the	DET
fumecheng-135	57	2	authors	author	NOUN
fumecheng-135	57	3	of	of	ADP
fumecheng-135	57	4	the	the	DET
fumecheng-135	57	5	paper	paper	NOUN
fumecheng-135	57	6	have	have	AUX
fumecheng-135	57	7	used	use	VERB
fumecheng-135	57	8	the	the	DET
fumecheng-135	57	9	lumped	lump	VERB
fumecheng-135	57	10	mass	mass	NOUN
fumecheng-135	57	11	matrix	matrix	NOUN
fumecheng-135	57	12	.	.	PUNCT
fumecheng-135	58	1	bearing	bear	VERB
fumecheng-135	58	2	in	in	ADP
fumecheng-135	58	3	mind	mind	NOUN
fumecheng-135	58	4	that	that	SCONJ
fumecheng-135	58	5	the	the	DET
fumecheng-135	58	6	primary	primary	ADJ
fumecheng-135	58	7	objective	objective	NOUN
fumecheng-135	58	8	of	of	ADP
fumecheng-135	58	9	the	the	DET
fumecheng-135	58	10	development	development	NOUN
fumecheng-135	58	11	is	be	AUX
fumecheng-135	58	12	an	an	DET
fumecheng-135	58	13	interactive	interactive	ADJ
fumecheng-135	58	14	realtime	realtime	NOUN
fumecheng-135	58	15	simulation	simulation	NOUN
fumecheng-135	58	16	,	,	PUNCT
fumecheng-135	58	17	the	the	DET
fumecheng-135	58	18	implicit	implicit	ADJ
fumecheng-135	58	19	euler	euler	NOUN
fumecheng-135	58	20	time	time	NOUN
fumecheng-135	58	21	integration	integration	NOUN
fumecheng-135	58	22	is	be	AUX
fumecheng-135	58	23	chosen	choose	VERB
fumecheng-135	58	24	as	as	ADP
fumecheng-135	58	25	a	a	DET
fumecheng-135	58	26	time	time	NOUN
fumecheng-135	58	27	-	-	PUNCT
fumecheng-135	58	28	integration	integration	NOUN
fumecheng-135	58	29	scheme	scheme	NOUN
fumecheng-135	58	30	suitable	suitable	ADJ
fumecheng-135	58	31	for	for	ADP
fumecheng-135	58	32	both	both	CCONJ
fumecheng-135	58	33	soft	soft	ADJ
fumecheng-135	58	34	and	and	CCONJ
fumecheng-135	58	35	stiff	stiff	ADJ
fumecheng-135	58	36	materials	material	NOUN
fumecheng-135	58	37	.	.	PUNCT
fumecheng-135	59	1	this	this	DET
fumecheng-135	59	2	integration	integration	NOUN
fumecheng-135	59	3	scheme	scheme	NOUN
fumecheng-135	59	4	uses	use	VERB
fumecheng-135	59	5	the	the	DET
fumecheng-135	59	6	acceleration	acceleration	NOUN
fumecheng-135	59	7	and	and	CCONJ
fumecheng-135	59	8	velocity	velocity	NOUN
fumecheng-135	59	9	at	at	ADP
fumecheng-135	59	10	the	the	DET
fumecheng-135	59	11	end	end	NOUN
fumecheng-135	59	12	of	of	ADP
fumecheng-135	59	13	the	the	DET
fumecheng-135	59	14	time	time	NOUN
fumecheng-135	59	15	-	-	PUNCT
fumecheng-135	59	16	step	step	NOUN
fumecheng-135	59	17	to	to	PART
fumecheng-135	59	18	update	update	VERB
fumecheng-135	59	19	the	the	DET
fumecheng-135	59	20	current	current	ADJ
fumecheng-135	59	21	positions	position	NOUN
fumecheng-135	59	22	and	and	CCONJ
fumecheng-135	59	23	velocities	velocity	NOUN
fumecheng-135	59	24	:	:	PUNCT
fumecheng-135	59	25	t	t	ADP
fumecheng-135	59	26			NUM
fumecheng-135	59	27	δttttt	δttttt	NOUN
fumecheng-135	59	28	avv	avv	VERB
fumecheng-135	59	29	,	,	PUNCT
fumecheng-135	59	30	(	(	PUNCT
fumecheng-135	59	31	4	4	X
fumecheng-135	59	32	)	)	PUNCT
fumecheng-135	59	33	t	t	VERB
fumecheng-135	60	1			NUM
fumecheng-135	60	2	δttttt	δttttt	NOUN
fumecheng-135	60	3	vxx	vxx	PROPN
fumecheng-135	60	4	,	,	PUNCT
fumecheng-135	60	5	(	(	PUNCT
fumecheng-135	60	6	5	5	X
fumecheng-135	60	7	)	)	PUNCT
fumecheng-135	60	8	where	where	SCONJ
fumecheng-135	60	9	δt	δt	PROPN
fumecheng-135	60	10	is	be	AUX
fumecheng-135	60	11	the	the	DET
fumecheng-135	60	12	time	time	NOUN
fumecheng-135	60	13	-	-	PUNCT
fumecheng-135	60	14	increment	increment	NOUN
fumecheng-135	60	15	and	and	CCONJ
fumecheng-135	60	16	the	the	DET
fumecheng-135	60	17	right	right	PROPN
fumecheng-135	60	18	superscript	superscript	PROPN
fumecheng-135	60	19	denotes	denote	VERB
fumecheng-135	60	20	the	the	DET
fumecheng-135	60	21	moment	moment	NOUN
fumecheng-135	60	22	in	in	ADP
fumecheng-135	60	23	time	time	NOUN
fumecheng-135	60	24	at	at	ADP
fumecheng-135	60	25	which	which	PRON
fumecheng-135	60	26	the	the	DET
fumecheng-135	60	27	quantity	quantity	NOUN
fumecheng-135	60	28	is	be	AUX
fumecheng-135	60	29	defined	define	VERB
fumecheng-135	60	30	.	.	PUNCT
fumecheng-135	61	1	in	in	ADP
fumecheng-135	61	2	each	each	DET
fumecheng-135	61	3	time	time	NOUN
fumecheng-135	61	4	-	-	PUNCT
fumecheng-135	61	5	step	step	NOUN
fumecheng-135	61	6	,	,	PUNCT
fumecheng-135	61	7	v	v	DET
fumecheng-135	61	8	t+δt	t+δt	NOUN
fumecheng-135	61	9	is	be	AUX
fumecheng-135	61	10	obtained	obtain	VERB
fumecheng-135	61	11	by	by	ADP
fumecheng-135	61	12	solving	solve	VERB
fumecheng-135	61	13	the	the	DET
fumecheng-135	61	14	following	follow	VERB
fumecheng-135	61	15	system	system	NOUN
fumecheng-135	61	16	of	of	ADP
fumecheng-135	61	17	linear	linear	PROPN
fumecheng-135	61	18	algebraic	algebraic	ADJ
fumecheng-135	61	19	equation	equation	NOUN
fumecheng-135	61	20	:	:	PUNCT
fumecheng-135	61	21	tttt	tttt	PROPN
fumecheng-135	61	22	bva	bva	PROPN
fumecheng-135	61	23			NOUN
fumecheng-135	61	24	,	,	PUNCT
fumecheng-135	61	25	(	(	PUNCT
fumecheng-135	61	26	6	6	NUM
fumecheng-135	61	27	)	)	PUNCT
fumecheng-135	61	28	with	with	ADP
fumecheng-135	61	29	2δtδt	2δtδt	NUM
fumecheng-135	61	30	t	t	PROPN
fumecheng-135	61	31	t	t	PROPN
fumecheng-135	61	32	t	t	PROPN
fumecheng-135	61	33	kcma	kcma	PROPN
fumecheng-135	61	34			PUNCT
fumecheng-135	61	35	,	,	PUNCT
fumecheng-135	61	36	(	(	PUNCT
fumecheng-135	61	37	7	7	NUM
fumecheng-135	61	38	)	)	PUNCT
fumecheng-135	61	39	δt	δt	NOUN
fumecheng-135	61	40	(	(	PUNCT
fumecheng-135	61	41	)	)	PUNCT
fumecheng-135	61	42			PROPN
fumecheng-135	61	43			PROPN
fumecheng-135	61	44			PUNCT
fumecheng-135	61	45	t	t	VERB
fumecheng-135	61	46	t	t	PROPN
fumecheng-135	61	47	t	t	PROPN
fumecheng-135	61	48	t	t	PROPN
fumecheng-135	62	1	rt	rt	PROPN
fumecheng-135	62	2	t	t	PROPN
fumecheng-135	62	3	t	t	PROPN
fumecheng-135	62	4	u	u	PROPN
fumecheng-135	62	5	extb	extb	PROPN
fumecheng-135	63	1	mv	mv	PROPN
fumecheng-135	63	2	k	k	PROPN
fumecheng-135	64	1	x	x	X
fumecheng-135	64	2	f	f	PROPN
fumecheng-135	64	3	f	f	PROPN
fumecheng-135	64	4	,	,	PUNCT
fumecheng-135	64	5	(	(	PUNCT
fumecheng-135	64	6	8)	8)	NUM
fumecheng-135	64	7	where	where	SCONJ
fumecheng-135	64	8	kt	kt	PROPN
fumecheng-135	64	9	t	t	PROPN
fumecheng-135	64	10	is	be	AUX
fumecheng-135	64	11	the	the	DET
fumecheng-135	64	12	tangent	tangent	ADJ
fumecheng-135	64	13	stiffness	stiffness	NOUN
fumecheng-135	64	14	matrix	matrix	NOUN
fumecheng-135	64	15	of	of	ADP
fumecheng-135	64	16	the	the	DET
fumecheng-135	64	17	entire	entire	ADJ
fumecheng-135	64	18	structure	structure	NOUN
fumecheng-135	64	19	and	and	CCONJ
fumecheng-135	64	20	fu	fu	PROPN
fumecheng-135	64	21	rt	rt	PROPN
fumecheng-135	64	22	is	be	AUX
fumecheng-135	64	23	assembled	assemble	VERB
fumecheng-135	64	24	from	from	ADP
fumecheng-135	64	25	vectors	vector	NOUN
fumecheng-135	64	26	fue	fue	NOUN
fumecheng-135	64	27	r	r	PROPN
fumecheng-135	64	28	introduced	introduce	VERB
fumecheng-135	64	29	in	in	ADP
fumecheng-135	64	30	eq	eq	ADP
fumecheng-135	64	31	.	.	PUNCT
fumecheng-135	65	1	(	(	PUNCT
fumecheng-135	65	2	2	2	NUM
fumecheng-135	65	3	)	)	PUNCT
fumecheng-135	65	4	for	for	ADP
fumecheng-135	65	5	an	an	DET
fumecheng-135	65	6	element	element	NOUN
fumecheng-135	65	7	,	,	PUNCT
fumecheng-135	65	8	and	and	CCONJ
fumecheng-135	65	9	both	both	DET
fumecheng-135	65	10	quantities	quantity	NOUN
fumecheng-135	65	11	are	be	AUX
fumecheng-135	65	12	defined	define	VERB
fumecheng-135	65	13	for	for	ADP
fumecheng-135	65	14	time	time	NOUN
fumecheng-135	65	15	t.	t.	X
fumecheng-135	65	16	a	a	DET
fumecheng-135	65	17	detailed	detailed	ADJ
fumecheng-135	65	18	derivation	derivation	NOUN
fumecheng-135	65	19	of	of	ADP
fumecheng-135	65	20	these	these	DET
fumecheng-135	65	21	equations	equation	NOUN
fumecheng-135	65	22	can	can	AUX
fumecheng-135	65	23	be	be	AUX
fumecheng-135	65	24	found	find	VERB
fumecheng-135	65	25	in	in	ADP
fumecheng-135	65	26	[	[	X
fumecheng-135	65	27	2	2	NUM
fumecheng-135	65	28	]	]	PUNCT
fumecheng-135	65	29	.	.	PUNCT
fumecheng-135	66	1	for	for	ADP
fumecheng-135	66	2	the	the	DET
fumecheng-135	66	3	implementation	implementation	NOUN
fumecheng-135	66	4	at	at	ADP
fumecheng-135	66	5	hand	hand	NOUN
fumecheng-135	66	6	,	,	PUNCT
fumecheng-135	66	7	the	the	DET
fumecheng-135	66	8	damping	damp	VERB
fumecheng-135	66	9	is	be	AUX
fumecheng-135	66	10	defined	define	VERB
fumecheng-135	66	11	as	as	ADP
fumecheng-135	66	12	rayleigh	rayleigh	NOUN
fumecheng-135	66	13	damping	damp	VERB
fumecheng-135	66	14	[	[	X
fumecheng-135	66	15	13	13	NUM
fumecheng-135	66	16	]	]	PUNCT
fumecheng-135	66	17	,	,	PUNCT
fumecheng-135	66	18	thus	thus	ADV
fumecheng-135	66	19	:	:	PUNCT
fumecheng-135	66	20	kmc	kmc	PROPN
fumecheng-135	66	21			NOUN
fumecheng-135	66	22	,	,	PUNCT
fumecheng-135	66	23	(	(	PUNCT
fumecheng-135	66	24	9	9	NUM
fumecheng-135	66	25	)	)	PUNCT
fumecheng-135	66	26	where	where	SCONJ
fumecheng-135	66	27	α	α	NOUN
fumecheng-135	66	28	and	and	CCONJ
fumecheng-135	66	29	β	β	X
fumecheng-135	66	30	are	be	AUX
fumecheng-135	66	31	the	the	DET
fumecheng-135	66	32	coefficients	coefficient	NOUN
fumecheng-135	66	33	of	of	ADP
fumecheng-135	66	34	the	the	DET
fumecheng-135	66	35	mass	mass	ADJ
fumecheng-135	66	36	proportional	proportional	ADJ
fumecheng-135	66	37	damping	damp	VERB
fumecheng-135	66	38	and	and	CCONJ
fumecheng-135	66	39	stiffness	stiffness	ADJ
fumecheng-135	66	40	proportional	proportional	ADJ
fumecheng-135	66	41	damping	damping	NOUN
fumecheng-135	66	42	,	,	PUNCT
fumecheng-135	66	43	respectively	respectively	ADV
fumecheng-135	66	44	.	.	PUNCT
fumecheng-135	67	1	in	in	ADP
fumecheng-135	67	2	this	this	DET
fumecheng-135	67	3	work	work	NOUN
fumecheng-135	67	4	,	,	PUNCT
fumecheng-135	67	5	β=0	β=0	PROPN
fumecheng-135	67	6	was	be	AUX
fumecheng-135	67	7	adopted	adopt	VERB
fumecheng-135	67	8	.	.	PUNCT
fumecheng-135	68	1	4	4	X
fumecheng-135	68	2	.	.	X
fumecheng-135	68	3	implementation	implementation	NOUN
fumecheng-135	68	4	considerations	consideration	NOUN
fumecheng-135	68	5	the	the	DET
fumecheng-135	68	6	cuda	cuda	NOUN
fumecheng-135	68	7	architecture	architecture	NOUN
fumecheng-135	68	8	is	be	AUX
fumecheng-135	68	9	built	build	VERB
fumecheng-135	68	10	around	around	ADP
fumecheng-135	68	11	a	a	DET
fumecheng-135	68	12	scalable	scalable	ADJ
fumecheng-135	68	13	array	array	NOUN
fumecheng-135	68	14	of	of	ADP
fumecheng-135	68	15	multithreaded	multithreaded	ADJ
fumecheng-135	68	16	streaming	streaming	NOUN
fumecheng-135	68	17	multiprocessors	multiprocessor	NOUN
fumecheng-135	68	18	,	,	PUNCT
fumecheng-135	68	19	designed	design	VERB
fumecheng-135	68	20	to	to	PART
fumecheng-135	68	21	execute	execute	VERB
fumecheng-135	68	22	hundreds	hundred	NOUN
fumecheng-135	68	23	of	of	ADP
fumecheng-135	68	24	threads	thread	NOUN
fumecheng-135	68	25	simultaneously	simultaneously	ADV
fumecheng-135	68	26	.	.	PUNCT
fumecheng-135	69	1	during	during	ADP
fumecheng-135	69	2	execution	execution	NOUN
fumecheng-135	69	3	,	,	PUNCT
fumecheng-135	69	4	threads	thread	NOUN
fumecheng-135	69	5	are	be	AUX
fumecheng-135	69	6	grouped	group	VERB
fumecheng-135	69	7	into	into	ADP
fumecheng-135	69	8	smaller	small	ADJ
fumecheng-135	69	9	units	unit	NOUN
fumecheng-135	69	10	called	call	VERB
fumecheng-135	69	11	warps	warps	NOUN
fumecheng-135	69	12	.	.	PUNCT
fumecheng-135	70	1	threads	thread	NOUN
fumecheng-135	70	2	within	within	ADP
fumecheng-135	70	3	a	a	DET
fumecheng-135	70	4	warp	warp	NOUN
fumecheng-135	70	5	are	be	AUX
fumecheng-135	70	6	scheduled	schedule	VERB
fumecheng-135	70	7	to	to	PART
fumecheng-135	70	8	execute	execute	VERB
fumecheng-135	70	9	simultaneously	simultaneously	ADV
fumecheng-135	70	10	.	.	PUNCT
fumecheng-135	71	1	the	the	DET
fumecheng-135	71	2	warp	warp	ADJ
fumecheng-135	71	3	scheduler	scheduler	NOUN
fumecheng-135	71	4	swaps	swap	NOUN
fumecheng-135	71	5	warps	warp	VERB
fumecheng-135	71	6	in	in	ADP
fumecheng-135	71	7	and	and	CCONJ
fumecheng-135	71	8	out	out	ADV
fumecheng-135	71	9	during	during	ADP
fumecheng-135	71	10	execution	execution	NOUN
fumecheng-135	71	11	to	to	PART
fumecheng-135	71	12	maximize	maximize	VERB
fumecheng-135	71	13	hardware	hardware	NOUN
fumecheng-135	71	14	utilization	utilization	NOUN
fumecheng-135	71	15	.	.	PUNCT
fumecheng-135	72	1	resources	resource	NOUN
fumecheng-135	72	2	,	,	PUNCT
fumecheng-135	72	3	such	such	ADJ
fumecheng-135	72	4	as	as	ADP
fumecheng-135	72	5	data	datum	NOUN
fumecheng-135	72	6	registers	register	NOUN
fumecheng-135	72	7	,	,	PUNCT
fumecheng-135	72	8	are	be	AUX
fumecheng-135	72	9	shared	share	VERB
fumecheng-135	72	10	among	among	ADP
fumecheng-135	72	11	warps	warps	NOUN
fumecheng-135	72	12	.	.	PUNCT
fumecheng-135	73	1	hence	hence	ADV
fumecheng-135	73	2	the	the	DET
fumecheng-135	73	3	higher	high	ADJ
fumecheng-135	73	4	resource	resource	NOUN
fumecheng-135	73	5	requirements	requirement	NOUN
fumecheng-135	73	6	a	a	DET
fumecheng-135	73	7	warp	warp	NOUN
fumecheng-135	73	8	has	have	VERB
fumecheng-135	73	9	,	,	PUNCT
fumecheng-135	73	10	the	the	DET
fumecheng-135	73	11	fewer	few	ADJ
fumecheng-135	73	12	warps	warps	NOUN
fumecheng-135	73	13	can	can	AUX
fumecheng-135	73	14	be	be	AUX
fumecheng-135	73	15	scheduled	schedule	VERB
fumecheng-135	73	16	on	on	ADP
fumecheng-135	73	17	each	each	DET
fumecheng-135	73	18	multiprocessor	multiprocessor	NOUN
fumecheng-135	73	19	simultaneously	simultaneously	ADV
fumecheng-135	73	20	,	,	PUNCT
fumecheng-135	73	21	potentially	potentially	ADV
fumecheng-135	73	22	decreasing	decrease	VERB
fumecheng-135	73	23	the	the	DET
fumecheng-135	73	24	computational	computational	ADJ
fumecheng-135	73	25	efficiency	efficiency	NOUN
fumecheng-135	73	26	.	.	PUNCT
fumecheng-135	74	1	an	an	DET
fumecheng-135	74	2	approach	approach	NOUN
fumecheng-135	74	3	to	to	ADP
fumecheng-135	74	4	efficient	efficient	ADJ
fumecheng-135	74	5	fem	fem	NOUN
fumecheng-135	74	6	simulations	simulation	NOUN
fumecheng-135	74	7	on	on	ADP
fumecheng-135	74	8	graphics	graphic	NOUN
fumecheng-135	74	9	processing	processing	NOUN
fumecheng-135	74	10	units	unit	NOUN
fumecheng-135	74	11	using	use	VERB
fumecheng-135	74	12	cuda	cuda	NOUN
fumecheng-135	74	13	19	19	NUM
fumecheng-135	74	14	in	in	ADP
fumecheng-135	74	15	this	this	DET
fumecheng-135	74	16	paper	paper	NOUN
fumecheng-135	74	17	,	,	PUNCT
fumecheng-135	74	18	four	four	NUM
fumecheng-135	74	19	categories	category	NOUN
fumecheng-135	74	20	of	of	ADP
fumecheng-135	74	21	memory	memory	NOUN
fumecheng-135	74	22	are	be	AUX
fumecheng-135	74	23	considered	consider	VERB
fumecheng-135	74	24	:	:	PUNCT
fumecheng-135	74	25	host	host	NOUN
fumecheng-135	74	26	memory	memory	NOUN
fumecheng-135	74	27	,	,	PUNCT
fumecheng-135	74	28	device	device	NOUN
fumecheng-135	74	29	memory	memory	NOUN
fumecheng-135	74	30	,	,	PUNCT
fumecheng-135	74	31	shared	share	VERB
fumecheng-135	74	32	memory	memory	NOUN
fumecheng-135	74	33	and	and	CCONJ
fumecheng-135	74	34	textures	texture	NOUN
fumecheng-135	74	35	.	.	PUNCT
fumecheng-135	75	1	the	the	DET
fumecheng-135	75	2	host	host	NOUN
fumecheng-135	75	3	memory	memory	NOUN
fumecheng-135	75	4	is	be	AUX
fumecheng-135	75	5	accessible	accessible	ADJ
fumecheng-135	75	6	by	by	ADP
fumecheng-135	75	7	processes	process	NOUN
fumecheng-135	75	8	running	run	VERB
fumecheng-135	75	9	on	on	ADP
fumecheng-135	75	10	the	the	DET
fumecheng-135	75	11	cpu	cpu	NOUN
fumecheng-135	75	12	.	.	PUNCT
fumecheng-135	76	1	the	the	DET
fumecheng-135	76	2	device	device	NOUN
fumecheng-135	76	3	memory	memory	NOUN
fumecheng-135	76	4	is	be	AUX
fumecheng-135	76	5	the	the	DET
fumecheng-135	76	6	global	global	ADJ
fumecheng-135	76	7	memory	memory	NOUN
fumecheng-135	76	8	accessible	accessible	ADJ
fumecheng-135	76	9	by	by	ADP
fumecheng-135	76	10	the	the	DET
fumecheng-135	76	11	multiprocessor	multiprocessor	NOUN
fumecheng-135	76	12	,	,	PUNCT
fumecheng-135	76	13	while	while	SCONJ
fumecheng-135	76	14	the	the	DET
fumecheng-135	76	15	shared	share	VERB
fumecheng-135	76	16	memory	memory	NOUN
fumecheng-135	76	17	is	be	AUX
fumecheng-135	76	18	located	locate	VERB
fumecheng-135	76	19	on	on	ADP
fumecheng-135	76	20	chip	chip	NOUN
fumecheng-135	76	21	inside	inside	ADP
fumecheng-135	76	22	each	each	DET
fumecheng-135	76	23	multiprocessor	multiprocessor	NOUN
fumecheng-135	76	24	unit	unit	NOUN
fumecheng-135	76	25	and	and	CCONJ
fumecheng-135	76	26	is	be	AUX
fumecheng-135	76	27	,	,	PUNCT
fumecheng-135	76	28	hence	hence	ADV
fumecheng-135	76	29	,	,	PUNCT
fumecheng-135	76	30	much	much	ADV
fumecheng-135	76	31	faster	fast	ADV
fumecheng-135	76	32	than	than	ADP
fumecheng-135	76	33	the	the	DET
fumecheng-135	76	34	device	device	NOUN
fumecheng-135	76	35	memory	memory	NOUN
fumecheng-135	76	36	.	.	PUNCT
fumecheng-135	77	1	although	although	SCONJ
fumecheng-135	77	2	it	it	PRON
fumecheng-135	77	3	is	be	AUX
fumecheng-135	77	4	possible	possible	ADJ
fumecheng-135	77	5	to	to	PART
fumecheng-135	77	6	perform	perform	VERB
fumecheng-135	77	7	random	random	ADJ
fumecheng-135	77	8	accesses	access	NOUN
fumecheng-135	77	9	to	to	ADP
fumecheng-135	77	10	the	the	DET
fumecheng-135	77	11	device	device	NOUN
fumecheng-135	77	12	memory	memory	NOUN
fumecheng-135	77	13	,	,	PUNCT
fumecheng-135	77	14	it	it	PRON
fumecheng-135	77	15	is	be	AUX
fumecheng-135	77	16	crucial	crucial	ADJ
fumecheng-135	77	17	to	to	PART
fumecheng-135	77	18	follow	follow	VERB
fumecheng-135	77	19	a	a	DET
fumecheng-135	77	20	set	set	NOUN
fumecheng-135	77	21	of	of	ADP
fumecheng-135	77	22	rules	rule	NOUN
fumecheng-135	77	23	to	to	PART
fumecheng-135	77	24	maximize	maximize	VERB
fumecheng-135	77	25	the	the	DET
fumecheng-135	77	26	bandwidth	bandwidth	ADJ
fumecheng-135	77	27	utilization	utilization	NOUN
fumecheng-135	77	28	.	.	PUNCT
fumecheng-135	78	1	the	the	DET
fumecheng-135	78	2	heuristic	heuristic	NOUN
fumecheng-135	78	3	is	be	AUX
fumecheng-135	78	4	to	to	PART
fumecheng-135	78	5	use	use	VERB
fumecheng-135	78	6	linear	linear	ADJ
fumecheng-135	78	7	access	access	NOUN
fumecheng-135	78	8	patterns	pattern	NOUN
fumecheng-135	78	9	(	(	PUNCT
fumecheng-135	78	10	coalescing	coalescing	NOUN
fumecheng-135	78	11	)	)	PUNCT
fumecheng-135	78	12	within	within	ADP
fumecheng-135	78	13	warps	warps	NOUN
fumecheng-135	78	14	,	,	PUNCT
fumecheng-135	78	15	both	both	CCONJ
fumecheng-135	78	16	when	when	SCONJ
fumecheng-135	78	17	reading	read	VERB
fumecheng-135	78	18	and	and	CCONJ
fumecheng-135	78	19	writing	write	VERB
fumecheng-135	78	20	the	the	DET
fumecheng-135	78	21	memory	memory	NOUN
fumecheng-135	78	22	.	.	PUNCT
fumecheng-135	79	1	breaking	break	VERB
fumecheng-135	79	2	this	this	DET
fumecheng-135	79	3	rule	rule	NOUN
fumecheng-135	79	4	causes	cause	VERB
fumecheng-135	79	5	serialized	serialized	ADJ
fumecheng-135	79	6	memory	memory	NOUN
fumecheng-135	79	7	accesses	access	NOUN
fumecheng-135	79	8	,	,	PUNCT
fumecheng-135	79	9	which	which	PRON
fumecheng-135	79	10	usually	usually	ADV
fumecheng-135	79	11	has	have	VERB
fumecheng-135	79	12	a	a	DET
fumecheng-135	79	13	dramatic	dramatic	ADJ
fumecheng-135	79	14	negative	negative	ADJ
fumecheng-135	79	15	impact	impact	NOUN
fumecheng-135	79	16	on	on	ADP
fumecheng-135	79	17	the	the	DET
fumecheng-135	79	18	performance	performance	NOUN
fumecheng-135	79	19	.	.	PUNCT
fumecheng-135	80	1	once	once	SCONJ
fumecheng-135	80	2	the	the	DET
fumecheng-135	80	3	memory	memory	NOUN
fumecheng-135	80	4	is	be	AUX
fumecheng-135	80	5	loaded	load	VERB
fumecheng-135	80	6	into	into	ADP
fumecheng-135	80	7	the	the	DET
fumecheng-135	80	8	onchip	onchip	NOUN
fumecheng-135	80	9	shared	share	VERB
fumecheng-135	80	10	memory	memory	NOUN
fumecheng-135	80	11	,	,	PUNCT
fumecheng-135	80	12	data	datum	NOUN
fumecheng-135	80	13	accesses	access	NOUN
fumecheng-135	80	14	are	be	AUX
fumecheng-135	80	15	two	two	NUM
fumecheng-135	80	16	orders	order	NOUN
fumecheng-135	80	17	of	of	ADP
fumecheng-135	80	18	magnitude	magnitude	NOUN
fumecheng-135	80	19	faster	fast	ADV
fumecheng-135	80	20	compared	compare	VERB
fumecheng-135	80	21	to	to	ADP
fumecheng-135	80	22	the	the	DET
fumecheng-135	80	23	device	device	NOUN
fumecheng-135	80	24	memory	memory	NOUN
fumecheng-135	80	25	.	.	PUNCT
fumecheng-135	81	1	although	although	SCONJ
fumecheng-135	81	2	there	there	PRON
fumecheng-135	81	3	is	be	VERB
fumecheng-135	81	4	a	a	DET
fumecheng-135	81	5	cache	cache	NOUN
fumecheng-135	81	6	for	for	ADP
fumecheng-135	81	7	the	the	DET
fumecheng-135	81	8	device	device	NOUN
fumecheng-135	81	9	memory	memory	NOUN
fumecheng-135	81	10	,	,	PUNCT
fumecheng-135	81	11	it	it	PRON
fumecheng-135	81	12	is	be	AUX
fumecheng-135	81	13	sometimes	sometimes	ADV
fumecheng-135	81	14	beneficial	beneficial	ADJ
fumecheng-135	81	15	to	to	PART
fumecheng-135	81	16	use	use	VERB
fumecheng-135	81	17	the	the	DET
fumecheng-135	81	18	texture	texture	NOUN
fumecheng-135	81	19	memory	memory	NOUN
fumecheng-135	81	20	,	,	PUNCT
fumecheng-135	81	21	as	as	SCONJ
fumecheng-135	81	22	it	it	PRON
fumecheng-135	81	23	uses	use	VERB
fumecheng-135	81	24	a	a	DET
fumecheng-135	81	25	cache	cache	NOUN
fumecheng-135	81	26	separate	separate	ADJ
fumecheng-135	81	27	from	from	ADP
fumecheng-135	81	28	the	the	DET
fumecheng-135	81	29	other	other	ADJ
fumecheng-135	81	30	ones	one	NOUN
fumecheng-135	81	31	.	.	PUNCT
fumecheng-135	82	1	a	a	DET
fumecheng-135	82	2	warp	warp	NOUN
fumecheng-135	82	3	performing	perform	VERB
fumecheng-135	82	4	random	random	ADJ
fumecheng-135	82	5	reads	read	NOUN
fumecheng-135	82	6	and	and	CCONJ
fumecheng-135	82	7	writes	write	VERB
fumecheng-135	82	8	can	can	AUX
fumecheng-135	82	9	benefit	benefit	VERB
fumecheng-135	82	10	from	from	ADP
fumecheng-135	82	11	the	the	DET
fumecheng-135	82	12	use	use	NOUN
fumecheng-135	82	13	of	of	ADP
fumecheng-135	82	14	textures	texture	NOUN
fumecheng-135	82	15	,	,	PUNCT
fumecheng-135	82	16	as	as	SCONJ
fumecheng-135	82	17	one	one	NUM
fumecheng-135	82	18	cache	cache	NOUN
fumecheng-135	82	19	can	can	AUX
fumecheng-135	82	20	be	be	AUX
fumecheng-135	82	21	used	use	VERB
fumecheng-135	82	22	for	for	ADP
fumecheng-135	82	23	reading	read	VERB
fumecheng-135	82	24	while	while	SCONJ
fumecheng-135	82	25	the	the	DET
fumecheng-135	82	26	other	other	ADJ
fumecheng-135	82	27	for	for	ADP
fumecheng-135	82	28	writing	writing	NOUN
fumecheng-135	82	29	.	.	PUNCT
fumecheng-135	83	1	5	5	X
fumecheng-135	83	2	.	.	X
fumecheng-135	83	3	assembling	assemble	VERB
fumecheng-135	83	4	the	the	DET
fumecheng-135	83	5	structural	structural	ADJ
fumecheng-135	83	6	stiffness	stiffness	NOUN
fumecheng-135	83	7	matrix	matrix	NOUN
fumecheng-135	83	8	for	for	ADP
fumecheng-135	83	9	each	each	DET
fumecheng-135	83	10	element	element	NOUN
fumecheng-135	83	11	,	,	PUNCT
fumecheng-135	83	12	i	i	PRON
fumecheng-135	83	13	,	,	PUNCT
fumecheng-135	83	14	of	of	ADP
fumecheng-135	83	15	the	the	DET
fumecheng-135	83	16	tetrahedral	tetrahedral	ADJ
fumecheng-135	83	17	mesh	mesh	NOUN
fumecheng-135	83	18	,	,	PUNCT
fumecheng-135	83	19	first	first	ADV
fumecheng-135	83	20	the	the	DET
fumecheng-135	83	21	element	element	ADJ
fumecheng-135	83	22	stiffness	stiffness	NOUN
fumecheng-135	83	23	and	and	CCONJ
fumecheng-135	83	24	mass	mass	ADJ
fumecheng-135	83	25	matrices	matrix	NOUN
fumecheng-135	83	26	are	be	AUX
fumecheng-135	83	27	computed	compute	VERB
fumecheng-135	83	28	.	.	PUNCT
fumecheng-135	84	1	within	within	ADP
fumecheng-135	84	2	the	the	DET
fumecheng-135	84	3	framework	framework	NOUN
fumecheng-135	84	4	of	of	ADP
fumecheng-135	84	5	geometrically	geometrically	ADV
fumecheng-135	84	6	nonlinear	nonlinear	ADJ
fumecheng-135	84	7	structural	structural	ADJ
fumecheng-135	84	8	analysis	analysis	NOUN
fumecheng-135	84	9	,	,	PUNCT
fumecheng-135	84	10	the	the	DET
fumecheng-135	84	11	structural	structural	ADJ
fumecheng-135	84	12	mass	mass	NOUN
fumecheng-135	84	13	matrix	matrix	NOUN
fumecheng-135	84	14	remains	remain	VERB
fumecheng-135	84	15	constant	constant	ADJ
fumecheng-135	84	16	regardless	regardless	ADV
fumecheng-135	84	17	of	of	ADP
fumecheng-135	84	18	the	the	DET
fumecheng-135	84	19	structural	structural	ADJ
fumecheng-135	84	20	deformation	deformation	NOUN
fumecheng-135	84	21	or	or	CCONJ
fumecheng-135	84	22	motion	motion	NOUN
fumecheng-135	84	23	in	in	ADP
fumecheng-135	84	24	general	general	ADJ
fumecheng-135	84	25	.	.	PUNCT
fumecheng-135	85	1	on	on	ADP
fumecheng-135	85	2	the	the	DET
fumecheng-135	85	3	other	other	ADJ
fumecheng-135	85	4	hand	hand	NOUN
fumecheng-135	85	5	,	,	PUNCT
fumecheng-135	85	6	the	the	DET
fumecheng-135	85	7	structural	structural	ADJ
fumecheng-135	85	8	stiffness	stiffness	NOUN
fumecheng-135	85	9	is	be	AUX
fumecheng-135	85	10	defined	define	VERB
fumecheng-135	85	11	by	by	ADP
fumecheng-135	85	12	the	the	DET
fumecheng-135	85	13	tangent	tangent	ADJ
fumecheng-135	85	14	stiffness	stiffness	NOUN
fumecheng-135	85	15	matrix	matrix	NOUN
fumecheng-135	85	16	that	that	PRON
fumecheng-135	85	17	is	be	AUX
fumecheng-135	85	18	configuration	configuration	NOUN
fumecheng-135	85	19	dependant	dependant	ADJ
fumecheng-135	85	20	and	and	CCONJ
fumecheng-135	85	21	has	have	VERB
fumecheng-135	85	22	to	to	PART
fumecheng-135	85	23	be	be	AUX
fumecheng-135	85	24	updated	update	VERB
fumecheng-135	85	25	upon	upon	SCONJ
fumecheng-135	85	26	each	each	DET
fumecheng-135	85	27	time	time	NOUN
fumecheng-135	85	28	increment	increment	NOUN
fumecheng-135	85	29	.	.	PUNCT
fumecheng-135	86	1	the	the	DET
fumecheng-135	86	2	tetrahedral	tetrahedral	ADJ
fumecheng-135	86	3	element	element	ADJ
fumecheng-135	86	4	stiffness	stiffness	NOUN
fumecheng-135	86	5	matrix	matrix	NOUN
fumecheng-135	86	6	,	,	PUNCT
fumecheng-135	86	7	ker	ker	NOUN
fumecheng-135	86	8	1212	1212	NUM
fumecheng-135	86	9	,	,	PUNCT
fumecheng-135	86	10	has	have	VERB
fumecheng-135	86	11	a	a	DET
fumecheng-135	86	12	form	form	NOUN
fumecheng-135	86	13	of	of	ADP
fumecheng-135	86	14	44	44	NUM
fumecheng-135	86	15	block	block	NOUN
fumecheng-135	86	16	matrices	matrix	NOUN
fumecheng-135	86	17	,	,	PUNCT
fumecheng-135	86	18	knmr	knmr	PROPN
fumecheng-135	86	19	33	33	NUM
fumecheng-135	86	20	,	,	PUNCT
fumecheng-135	86	21	that	that	PRON
fumecheng-135	86	22	define	define	VERB
fumecheng-135	86	23	the	the	DET
fumecheng-135	86	24	relation	relation	NOUN
fumecheng-135	86	25	between	between	ADP
fumecheng-135	86	26	nodes	node	NOUN
fumecheng-135	86	27	n	n	PRON
fumecheng-135	86	28	and	and	CCONJ
fumecheng-135	86	29	m.	m.	NOUN
fumecheng-135	86	30	according	accord	VERB
fumecheng-135	86	31	to	to	ADP
fumecheng-135	86	32	the	the	DET
fumecheng-135	86	33	presented	present	VERB
fumecheng-135	86	34	simplified	simplified	ADJ
fumecheng-135	86	35	co	co	ADJ
fumecheng-135	86	36	-	-	ADJ
fumecheng-135	86	37	rotational	rotational	ADJ
fumecheng-135	86	38	fem	fem	NOUN
fumecheng-135	86	39	formulation	formulation	NOUN
fumecheng-135	86	40	,	,	PUNCT
fumecheng-135	86	41	the	the	DET
fumecheng-135	86	42	global	global	ADJ
fumecheng-135	86	43	stiffness	stiffness	NOUN
fumecheng-135	86	44	matrix	matrix	NOUN
fumecheng-135	86	45	is	be	AUX
fumecheng-135	86	46	computed	compute	VERB
fumecheng-135	86	47	as	as	ADP
fumecheng-135	86	48	a	a	DET
fumecheng-135	86	49	sum	sum	NOUN
fumecheng-135	86	50	of	of	ADP
fumecheng-135	86	51	the	the	DET
fumecheng-135	86	52	rotated	rotate	VERB
fumecheng-135	86	53	element	element	NOUN
fumecheng-135	86	54	stiffness	stiffness	NOUN
fumecheng-135	86	55	matrices	matrix	NOUN
fumecheng-135	86	56	:	:	PUNCT
fumecheng-135	87	1			ADV
fumecheng-135	88	1	i	i	PRON
fumecheng-135	88	2	i	i	PRON
fumecheng-135	89	1	r	r	VERB
fumecheng-135	89	2	et	et	VERB
fumecheng-135	89	3	kk	kk	INTJ
fumecheng-135	89	4	,	,	PUNCT
fumecheng-135	89	5	(	(	PUNCT
fumecheng-135	89	6	10	10	NUM
fumecheng-135	89	7	)	)	PUNCT
fumecheng-135	89	8	and	and	CCONJ
fumecheng-135	89	9	since	since	SCONJ
fumecheng-135	89	10	the	the	DET
fumecheng-135	89	11	rotation	rotation	NOUN
fumecheng-135	89	12	matrix	matrix	NOUN
fumecheng-135	89	13	is	be	AUX
fumecheng-135	89	14	orthogonal	orthogonal	ADJ
fumecheng-135	89	15	,	,	PUNCT
fumecheng-135	89	16	the	the	DET
fumecheng-135	89	17	rotated	rotate	VERB
fumecheng-135	89	18	element	element	NOUN
fumecheng-135	89	19	stiffness	stiffness	NOUN
fumecheng-135	89	20	matrix	matrix	NOUN
fumecheng-135	89	21	is	be	AUX
fumecheng-135	89	22	computed	compute	VERB
fumecheng-135	89	23	as	as	ADP
fumecheng-135	89	24	:	:	PUNCT
fumecheng-135	89	25	t	t	PROPN
fumecheng-135	89	26	eee	eee	NOUN
fumecheng-135	89	27	r	r	NOUN
fumecheng-135	89	28	e	e	PROPN
fumecheng-135	89	29	rkrk	rkrk	NOUN
fumecheng-135	89	30			PROPN
fumecheng-135	89	31	.	.	PUNCT
fumecheng-135	90	1	(	(	PUNCT
fumecheng-135	90	2	11	11	NUM
fumecheng-135	90	3	)	)	PUNCT
fumecheng-135	90	4	when	when	SCONJ
fumecheng-135	90	5	the	the	DET
fumecheng-135	90	6	global	global	ADJ
fumecheng-135	90	7	stiffness	stiffness	NOUN
fumecheng-135	90	8	matrix	matrix	NOUN
fumecheng-135	90	9	is	be	AUX
fumecheng-135	90	10	assembled	assemble	VERB
fumecheng-135	90	11	on	on	ADP
fumecheng-135	90	12	a	a	DET
fumecheng-135	90	13	single	single	ADJ
fumecheng-135	90	14	-	-	PUNCT
fumecheng-135	90	15	threaded	thread	VERB
fumecheng-135	90	16	machine	machine	NOUN
fumecheng-135	90	17	,	,	PUNCT
fumecheng-135	90	18	the	the	DET
fumecheng-135	90	19	computation	computation	NOUN
fumecheng-135	90	20	is	be	AUX
fumecheng-135	90	21	usually	usually	ADV
fumecheng-135	90	22	implemented	implement	VERB
fumecheng-135	90	23	as	as	ADP
fumecheng-135	90	24	an	an	DET
fumecheng-135	90	25	element	element	ADJ
fumecheng-135	90	26	-	-	ADJ
fumecheng-135	90	27	wise	wise	ADJ
fumecheng-135	90	28	summation	summation	NOUN
fumecheng-135	90	29	,	,	PUNCT
fumecheng-135	90	30	where	where	SCONJ
fumecheng-135	90	31	block	block	NOUN
fumecheng-135	90	32	matrices	matrix	NOUN
fumecheng-135	90	33	of	of	ADP
fumecheng-135	90	34	ke	ke	NOUN
fumecheng-135	90	35	r	r	NOUN
fumecheng-135	90	36	are	be	AUX
fumecheng-135	90	37	consecutively	consecutively	ADV
fumecheng-135	90	38	added	add	VERB
fumecheng-135	90	39	to	to	ADP
fumecheng-135	90	40	the	the	DET
fumecheng-135	90	41	corresponding	correspond	VERB
fumecheng-135	90	42	positions	position	NOUN
fumecheng-135	90	43	in	in	ADP
fumecheng-135	90	44	kt	kt	PROPN
fumecheng-135	90	45	.	.	PUNCT
fumecheng-135	91	1	an	an	DET
fumecheng-135	91	2	attempt	attempt	NOUN
fumecheng-135	91	3	to	to	PART
fumecheng-135	91	4	apply	apply	VERB
fumecheng-135	91	5	this	this	DET
fumecheng-135	91	6	approach	approach	NOUN
fumecheng-135	91	7	on	on	ADP
fumecheng-135	91	8	a	a	DET
fumecheng-135	91	9	multi	multi	ADJ
fumecheng-135	91	10	-	-	ADJ
fumecheng-135	91	11	threaded	threaded	ADJ
fumecheng-135	91	12	machine	machine	NOUN
fumecheng-135	91	13	would	would	AUX
fumecheng-135	91	14	demand	demand	VERB
fumecheng-135	91	15	synchronization	synchronization	NOUN
fumecheng-135	91	16	of	of	ADP
fumecheng-135	91	17	all	all	PRON
fumecheng-135	91	18	write	write	VERB
fumecheng-135	91	19	accesses	access	NOUN
fumecheng-135	91	20	and	and	CCONJ
fumecheng-135	91	21	serialization	serialization	NOUN
fumecheng-135	91	22	of	of	ADP
fumecheng-135	91	23	all	all	DET
fumecheng-135	91	24	simultaneous	simultaneous	ADJ
fumecheng-135	91	25	accesses	access	NOUN
fumecheng-135	91	26	to	to	ADP
fumecheng-135	91	27	a	a	DET
fumecheng-135	91	28	specific	specific	ADJ
fumecheng-135	91	29	memory	memory	NOUN
fumecheng-135	91	30	location	location	NOUN
fumecheng-135	91	31	.	.	PUNCT
fumecheng-135	92	1	hence	hence	ADV
fumecheng-135	92	2	,	,	PUNCT
fumecheng-135	92	3	such	such	DET
fumecheng-135	92	4	an	an	DET
fumecheng-135	92	5	implementation	implementation	NOUN
fumecheng-135	92	6	would	would	AUX
fumecheng-135	92	7	perform	perform	VERB
fumecheng-135	92	8	poorly	poorly	ADV
fumecheng-135	92	9	.	.	PUNCT
fumecheng-135	93	1	assigning	assign	VERB
fumecheng-135	93	2	the	the	DET
fumecheng-135	93	3	task	task	NOUN
fumecheng-135	93	4	of	of	ADP
fumecheng-135	93	5	computing	compute	VERB
fumecheng-135	93	6	a	a	DET
fumecheng-135	93	7	subset	subset	NOUN
fumecheng-135	93	8	of	of	ADP
fumecheng-135	93	9	knm	knm	NOUN
fumecheng-135	93	10	-	-	PUNCT
fumecheng-135	93	11	matrices	matrix	NOUN
fumecheng-135	93	12	to	to	ADP
fumecheng-135	93	13	each	each	PRON
fumecheng-135	93	14	of	of	ADP
fumecheng-135	93	15	the	the	DET
fumecheng-135	93	16	kernels	kernel	NOUN
fumecheng-135	93	17	would	would	AUX
fumecheng-135	93	18	resolve	resolve	VERB
fumecheng-135	93	19	the	the	DET
fumecheng-135	93	20	problem	problem	NOUN
fumecheng-135	93	21	of	of	ADP
fumecheng-135	93	22	synchronization	synchronization	NOUN
fumecheng-135	93	23	,	,	PUNCT
fumecheng-135	93	24	as	as	SCONJ
fumecheng-135	93	25	each	each	DET
fumecheng-135	93	26	position	position	NOUN
fumecheng-135	93	27	in	in	ADP
fumecheng-135	93	28	kt	kt	PROPN
fumecheng-135	93	29	is	be	AUX
fumecheng-135	93	30	written	write	VERB
fumecheng-135	93	31	once	once	ADV
fumecheng-135	93	32	after	after	SCONJ
fumecheng-135	93	33	the	the	DET
fumecheng-135	93	34	corresponding	corresponding	ADJ
fumecheng-135	93	35	thread	thread	NOUN
fumecheng-135	93	36	is	be	AUX
fumecheng-135	93	37	finished	finish	VERB
fumecheng-135	93	38	with	with	ADP
fumecheng-135	93	39	the	the	DET
fumecheng-135	93	40	summation	summation	NOUN
fumecheng-135	93	41	of	of	ADP
fumecheng-135	93	42	ke	ke	PROPN
fumecheng-135	93	43	matrices	matrix	NOUN
fumecheng-135	93	44	.	.	PUNCT
fumecheng-135	94	1	this	this	DET
fumecheng-135	94	2	approach	approach	NOUN
fumecheng-135	94	3	would	would	AUX
fumecheng-135	94	4	,	,	PUNCT
fumecheng-135	94	5	however	however	ADV
fumecheng-135	94	6	,	,	PUNCT
fumecheng-135	94	7	break	break	VERB
fumecheng-135	94	8	the	the	DET
fumecheng-135	94	9	rules	rule	NOUN
fumecheng-135	94	10	for	for	ADP
fumecheng-135	94	11	efficient	efficient	ADJ
fumecheng-135	94	12	coalesced	coalesce	VERB
fumecheng-135	94	13	memory	memory	NOUN
fumecheng-135	94	14	accesses	access	NOUN
fumecheng-135	94	15	to	to	ADP
fumecheng-135	94	16	the	the	DET
fumecheng-135	94	17	gpu	gpu	PROPN
fumecheng-135	94	18	's	's	PART
fumecheng-135	94	19	device	device	NOUN
fumecheng-135	94	20	memory	memory	NOUN
fumecheng-135	94	21	,	,	PUNCT
fumecheng-135	94	22	because	because	SCONJ
fumecheng-135	94	23	a	a	DET
fumecheng-135	94	24	random	random	ADJ
fumecheng-135	94	25	access	access	NOUN
fumecheng-135	94	26	pattern	pattern	NOUN
fumecheng-135	94	27	is	be	AUX
fumecheng-135	94	28	used	use	VERB
fumecheng-135	94	29	when	when	SCONJ
fumecheng-135	94	30	ke	ke	NOUN
fumecheng-135	94	31	matrices	matrix	NOUN
fumecheng-135	94	32	are	be	AUX
fumecheng-135	94	33	summed	sum	VERB
fumecheng-135	94	34	up	up	ADP
fumecheng-135	94	35	.	.	PUNCT
fumecheng-135	95	1	20	20	NUM
fumecheng-135	95	2	b.	b.	PROPN
fumecheng-135	95	3	nutti	nutti	PROPN
fumecheng-135	95	4	,	,	PUNCT
fumecheng-135	95	5	d.	d.	PROPN
fumecheng-135	95	6	marinković	marinković	PROPN
fumecheng-135	95	7	on	on	ADP
fumecheng-135	95	8	the	the	DET
fumecheng-135	95	9	other	other	ADJ
fumecheng-135	95	10	hand	hand	NOUN
fumecheng-135	95	11	,	,	PUNCT
fumecheng-135	95	12	any	any	DET
fumecheng-135	95	13	off	off	ADP
fumecheng-135	95	14	-	-	PUNCT
fumecheng-135	95	15	diagonal	diagonal	ADJ
fumecheng-135	95	16	block	block	NOUN
fumecheng-135	95	17	,	,	PUNCT
fumecheng-135	95	18	knm	knm	PROPN
fumecheng-135	95	19	,	,	PUNCT
fumecheng-135	95	20	nm	nm	PROPN
fumecheng-135	95	21	,	,	PUNCT
fumecheng-135	95	22	of	of	ADP
fumecheng-135	95	23	the	the	DET
fumecheng-135	95	24	element	element	ADJ
fumecheng-135	95	25	stiffness	stiffness	NOUN
fumecheng-135	95	26	matrix	matrix	NOUN
fumecheng-135	95	27	is	be	AUX
fumecheng-135	95	28	attributed	attribute	VERB
fumecheng-135	95	29	to	to	ADP
fumecheng-135	95	30	the	the	DET
fumecheng-135	95	31	element	element	NOUN
fumecheng-135	95	32	edge	edge	NOUN
fumecheng-135	95	33	with	with	ADP
fumecheng-135	95	34	nodes	node	NOUN
fumecheng-135	95	35	n	n	NOUN
fumecheng-135	95	36	and	and	CCONJ
fumecheng-135	95	37	m	m	PROPN
fumecheng-135	95	38	,	,	PUNCT
fumecheng-135	95	39	while	while	SCONJ
fumecheng-135	95	40	diagonal	diagonal	ADJ
fumecheng-135	95	41	blocks	block	NOUN
fumecheng-135	95	42	knn	knn	PROPN
fumecheng-135	95	43	,	,	PUNCT
fumecheng-135	95	44	are	be	AUX
fumecheng-135	95	45	attributed	attribute	VERB
fumecheng-135	95	46	to	to	ADP
fumecheng-135	95	47	single	single	ADJ
fumecheng-135	95	48	element	element	NOUN
fumecheng-135	95	49	nodes	node	NOUN
fumecheng-135	95	50	.	.	PUNCT
fumecheng-135	96	1	the	the	DET
fumecheng-135	96	2	same	same	ADJ
fumecheng-135	96	3	is	be	AUX
fumecheng-135	96	4	valid	valid	ADJ
fumecheng-135	96	5	for	for	ADP
fumecheng-135	96	6	the	the	DET
fumecheng-135	96	7	global	global	ADJ
fumecheng-135	96	8	stiffness	stiffness	NOUN
fumecheng-135	96	9	-	-	PUNCT
fumecheng-135	96	10	matrix	matrix	NOUN
fumecheng-135	96	11	,	,	PUNCT
fumecheng-135	96	12	in	in	ADP
fumecheng-135	96	13	which	which	PRON
fumecheng-135	96	14	off	off	ADP
fumecheng-135	96	15	-	-	PUNCT
fumecheng-135	96	16	diagonal	diagonal	ADJ
fumecheng-135	96	17	and	and	CCONJ
fumecheng-135	96	18	diagonal	diagonal	ADJ
fumecheng-135	96	19	elements	element	NOUN
fumecheng-135	96	20	are	be	AUX
fumecheng-135	96	21	denoted	denote	VERB
fumecheng-135	96	22	kij	kij	PROPN
fumecheng-135	96	23	and	and	CCONJ
fumecheng-135	96	24	kii	kii	PROPN
fumecheng-135	96	25	,	,	PUNCT
fumecheng-135	96	26	respectively	respectively	ADV
fumecheng-135	96	27	.	.	PUNCT
fumecheng-135	97	1	a	a	DET
fumecheng-135	97	2	possible	possible	ADJ
fumecheng-135	97	3	approach	approach	NOUN
fumecheng-135	97	4	to	to	ADP
fumecheng-135	97	5	resolving	resolve	VERB
fumecheng-135	97	6	the	the	DET
fumecheng-135	97	7	problem	problem	NOUN
fumecheng-135	97	8	of	of	ADP
fumecheng-135	97	9	memory	memory	NOUN
fumecheng-135	97	10	accesses	access	NOUN
fumecheng-135	97	11	is	be	AUX
fumecheng-135	97	12	to	to	PART
fumecheng-135	97	13	observe	observe	VERB
fumecheng-135	97	14	the	the	DET
fumecheng-135	97	15	mesh	mesh	NOUN
fumecheng-135	97	16	as	as	ADP
fumecheng-135	97	17	a	a	DET
fumecheng-135	97	18	collection	collection	NOUN
fumecheng-135	97	19	of	of	ADP
fumecheng-135	97	20	edges	edge	NOUN
fumecheng-135	97	21	and	and	CCONJ
fumecheng-135	97	22	nodes	node	NOUN
fumecheng-135	97	23	rather	rather	ADV
fumecheng-135	97	24	than	than	ADP
fumecheng-135	97	25	as	as	ADP
fumecheng-135	97	26	a	a	DET
fumecheng-135	97	27	collection	collection	NOUN
fumecheng-135	97	28	of	of	ADP
fumecheng-135	97	29	elements	element	NOUN
fumecheng-135	97	30	.	.	PUNCT
fumecheng-135	98	1	by	by	ADP
fumecheng-135	98	2	gathering	gather	VERB
fumecheng-135	98	3	all	all	DET
fumecheng-135	98	4	kij	kij	PROPN
fumecheng-135	98	5	block	block	NOUN
fumecheng-135	98	6	-	-	PUNCT
fumecheng-135	98	7	matrices	matrix	NOUN
fumecheng-135	98	8	for	for	ADP
fumecheng-135	98	9	each	each	DET
fumecheng-135	98	10	edge	edge	NOUN
fumecheng-135	98	11	ij	ij	NOUN
fumecheng-135	98	12	and	and	CCONJ
fumecheng-135	98	13	kii	kii	VERB
fumecheng-135	98	14	for	for	ADP
fumecheng-135	98	15	each	each	DET
fumecheng-135	98	16	node	node	NOUN
fumecheng-135	98	17	i	i	PRON
fumecheng-135	98	18	in	in	ADP
fumecheng-135	98	19	a	a	DET
fumecheng-135	98	20	pre	pre	ADJ
fumecheng-135	98	21	-	-	ADJ
fumecheng-135	98	22	simulation	simulation	ADJ
fumecheng-135	98	23	step	step	NOUN
fumecheng-135	98	24	,	,	PUNCT
fumecheng-135	98	25	the	the	DET
fumecheng-135	98	26	blocks	block	NOUN
fumecheng-135	98	27	in	in	ADP
fumecheng-135	98	28	kt	kt	PROPN
fumecheng-135	98	29	can	can	AUX
fumecheng-135	98	30	be	be	AUX
fumecheng-135	98	31	computed	compute	VERB
fumecheng-135	98	32	as	as	ADP
fumecheng-135	98	33	a	a	DET
fumecheng-135	98	34	sum	sum	NOUN
fumecheng-135	98	35	of	of	ADP
fumecheng-135	98	36	piecewise	piecewise	NOUN
fumecheng-135	98	37	linear	linear	NOUN
fumecheng-135	98	38	memory	memory	NOUN
fumecheng-135	98	39	throughout	throughout	ADP
fumecheng-135	98	40	the	the	DET
fumecheng-135	98	41	simulation	simulation	NOUN
fumecheng-135	98	42	.	.	PUNCT
fumecheng-135	99	1	this	this	DET
fumecheng-135	99	2	approach	approach	NOUN
fumecheng-135	99	3	allows	allow	VERB
fumecheng-135	99	4	fast	fast	ADJ
fumecheng-135	99	5	coalesced	coalesce	VERB
fumecheng-135	99	6	memory	memory	NOUN
fumecheng-135	99	7	accesses	access	NOUN
fumecheng-135	99	8	when	when	SCONJ
fumecheng-135	99	9	computing	compute	VERB
fumecheng-135	99	10	kt	kt	PROPN
fumecheng-135	99	11	.	.	PUNCT
fumecheng-135	100	1	the	the	DET
fumecheng-135	100	2	described	describe	VERB
fumecheng-135	100	3	pattern	pattern	NOUN
fumecheng-135	100	4	is	be	AUX
fumecheng-135	100	5	visualized	visualize	VERB
fumecheng-135	100	6	in	in	ADP
fumecheng-135	100	7	fig	fig	NOUN
fumecheng-135	100	8	1	1	NUM
fumecheng-135	100	9	.	.	PUNCT
fumecheng-135	100	10	fig	fig	NOUN
fumecheng-135	100	11	.	.	PUNCT
fumecheng-135	101	1	1	1	NUM
fumecheng-135	101	2	a	a	NOUN
fumecheng-135	101	3	)	)	PUNCT
fumecheng-135	101	4	'	'	PUNCT
fumecheng-135	101	5	per	per	ADP
fumecheng-135	101	6	-	-	PUNCT
fumecheng-135	101	7	element	element	NOUN
fumecheng-135	101	8	'	'	PUNCT
fumecheng-135	101	9	assemblage	assemblage	NOUN
fumecheng-135	101	10	of	of	ADP
fumecheng-135	101	11	the	the	DET
fumecheng-135	101	12	global	global	ADJ
fumecheng-135	101	13	stiffness	stiffness	NOUN
fumecheng-135	101	14	matrix	matrix	NOUN
fumecheng-135	101	15	;	;	PUNCT
fumecheng-135	101	16	b	b	X
fumecheng-135	101	17	)	)	PUNCT
fumecheng-135	101	18	'	'	PUNCT
fumecheng-135	101	19	per	per	ADP
fumecheng-135	101	20	-	-	PUNCT
fumecheng-135	101	21	edge	edge	NOUN
fumecheng-135	101	22	and	and	CCONJ
fumecheng-135	101	23	node	node	NOUN
fumecheng-135	101	24	'	'	PUNCT
fumecheng-135	101	25	assemblage	assemblage	NOUN
fumecheng-135	101	26	of	of	ADP
fumecheng-135	101	27	the	the	DET
fumecheng-135	101	28	global	global	ADJ
fumecheng-135	101	29	stiffness	stiffness	NOUN
fumecheng-135	101	30	matrix	matrix	NOUN
fumecheng-135	101	31	when	when	SCONJ
fumecheng-135	101	32	assembling	assemble	VERB
fumecheng-135	101	33	the	the	DET
fumecheng-135	101	34	diagonal	diagonal	ADJ
fumecheng-135	101	35	part	part	NOUN
fumecheng-135	101	36	of	of	ADP
fumecheng-135	101	37	the	the	DET
fumecheng-135	101	38	matrix	matrix	NOUN
fumecheng-135	101	39	,	,	PUNCT
fumecheng-135	101	40	each	each	DET
fumecheng-135	101	41	block	block	NOUN
fumecheng-135	101	42	-	-	PUNCT
fumecheng-135	101	43	matrix	matrix	NOUN
fumecheng-135	101	44	kii	kii	PROPN
fumecheng-135	101	45	,	,	PUNCT
fumecheng-135	101	46	at	at	ADP
fumecheng-135	101	47	position	position	NOUN
fumecheng-135	101	48	i	i	PRON
fumecheng-135	101	49	in	in	ADP
fumecheng-135	101	50	k	k	PROPN
fumecheng-135	101	51	diag	diag	PROPN
fumecheng-135	101	52	is	be	AUX
fumecheng-135	101	53	computed	compute	VERB
fumecheng-135	101	54	as	as	ADP
fumecheng-135	101	55	a	a	DET
fumecheng-135	101	56	sum	sum	NOUN
fumecheng-135	101	57	of	of	ADP
fumecheng-135	101	58	knn	knn	PROPN
fumecheng-135	101	59	block	block	NOUN
fumecheng-135	101	60	-	-	PUNCT
fumecheng-135	101	61	matrices	matrix	NOUN
fumecheng-135	101	62	belonging	belong	VERB
fumecheng-135	101	63	to	to	ADP
fumecheng-135	101	64	the	the	DET
fumecheng-135	101	65	elements	element	NOUN
fumecheng-135	101	66	that	that	PRON
fumecheng-135	101	67	share	share	VERB
fumecheng-135	101	68	the	the	DET
fumecheng-135	101	69	node	node	PROPN
fumecheng-135	101	70	i.	i.	NOUN
fumecheng-135	101	71	during	during	ADP
fumecheng-135	101	72	the	the	DET
fumecheng-135	101	73	pre	pre	ADJ
fumecheng-135	101	74	-	-	ADJ
fumecheng-135	101	75	simulation	simulation	ADJ
fumecheng-135	101	76	step	step	NOUN
fumecheng-135	101	77	,	,	PUNCT
fumecheng-135	101	78	a	a	DET
fumecheng-135	101	79	two	two	NUM
fumecheng-135	101	80	-	-	PUNCT
fumecheng-135	101	81	dimensional	dimensional	ADJ
fumecheng-135	101	82	array	array	NOUN
fumecheng-135	101	83	is	be	AUX
fumecheng-135	101	84	created	create	VERB
fumecheng-135	101	85	,	,	PUNCT
fumecheng-135	101	86	where	where	SCONJ
fumecheng-135	101	87	all	all	DET
fumecheng-135	101	88	blockmatrices	blockmatrice	NOUN
fumecheng-135	101	89	contributing	contribute	VERB
fumecheng-135	101	90	to	to	ADP
fumecheng-135	101	91	kii	kii	PROPN
fumecheng-135	101	92	are	be	AUX
fumecheng-135	101	93	stored	store	VERB
fumecheng-135	101	94	at	at	ADP
fumecheng-135	101	95	row	row	NOUN
fumecheng-135	101	96	i.	i.	PROPN
fumecheng-135	101	97	the	the	DET
fumecheng-135	101	98	maximum	maximum	ADJ
fumecheng-135	101	99	number	number	NOUN
fumecheng-135	101	100	of	of	ADP
fumecheng-135	101	101	elements	element	NOUN
fumecheng-135	101	102	sharing	share	VERB
fumecheng-135	101	103	the	the	DET
fumecheng-135	101	104	same	same	ADJ
fumecheng-135	101	105	node	node	NOUN
fumecheng-135	101	106	is	be	AUX
fumecheng-135	101	107	determined	determine	VERB
fumecheng-135	101	108	in	in	ADP
fumecheng-135	101	109	order	order	NOUN
fumecheng-135	101	110	to	to	PART
fumecheng-135	101	111	find	find	VERB
fumecheng-135	101	112	the	the	DET
fumecheng-135	101	113	smallest	small	ADJ
fumecheng-135	101	114	block	block	NOUN
fumecheng-135	101	115	-	-	PUNCT
fumecheng-135	101	116	width	width	NOUN
fumecheng-135	101	117	that	that	PRON
fumecheng-135	101	118	will	will	AUX
fumecheng-135	101	119	fulfill	fulfill	VERB
fumecheng-135	101	120	the	the	DET
fumecheng-135	101	121	requirements	requirement	NOUN
fumecheng-135	101	122	for	for	ADP
fumecheng-135	101	123	coalesced	coalesce	VERB
fumecheng-135	101	124	memory	memory	NOUN
fumecheng-135	101	125	reads	read	NOUN
fumecheng-135	101	126	.	.	PUNCT
fumecheng-135	102	1	all	all	DET
fumecheng-135	102	2	rows	row	NOUN
fumecheng-135	102	3	are	be	AUX
fumecheng-135	102	4	zero	zero	NUM
fumecheng-135	102	5	-	-	PUNCT
fumecheng-135	102	6	padded	pad	VERB
fumecheng-135	102	7	to	to	ADP
fumecheng-135	102	8	this	this	DET
fumecheng-135	102	9	width	width	NOUN
fumecheng-135	102	10	.	.	PUNCT
fumecheng-135	103	1	over	over	ADP
fumecheng-135	103	2	the	the	DET
fumecheng-135	103	3	course	course	NOUN
fumecheng-135	103	4	of	of	ADP
fumecheng-135	103	5	simulation	simulation	NOUN
fumecheng-135	103	6	,	,	PUNCT
fumecheng-135	103	7	the	the	DET
fumecheng-135	103	8	elements	element	NOUN
fumecheng-135	103	9	in	in	ADP
fumecheng-135	103	10	k	k	PROPN
fumecheng-135	103	11	diag	diag	NOUN
fumecheng-135	103	12	are	be	AUX
fumecheng-135	103	13	computed	compute	VERB
fumecheng-135	103	14	with	with	ADP
fumecheng-135	103	15	a	a	DET
fumecheng-135	103	16	block	block	NOUN
fumecheng-135	103	17	-	-	PUNCT
fumecheng-135	103	18	parallel	parallel	ADJ
fumecheng-135	103	19	-	-	PUNCT
fumecheng-135	103	20	reduction	reduction	NOUN
fumecheng-135	103	21	algorithm	algorithm	NOUN
fumecheng-135	103	22	(	(	PUNCT
fumecheng-135	103	23	see	see	VERB
fumecheng-135	103	24	[	[	X
fumecheng-135	103	25	14	14	NUM
fumecheng-135	103	26	]	]	NUM
fumecheng-135	103	27	)	)	PUNCT
fumecheng-135	103	28	,	,	PUNCT
fumecheng-135	103	29	that	that	PRON
fumecheng-135	103	30	is	be	AUX
fumecheng-135	103	31	applied	apply	VERB
fumecheng-135	103	32	row	row	ADV
fumecheng-135	103	33	-	-	PUNCT
fumecheng-135	103	34	wise	wise	ADJ
fumecheng-135	103	35	.	.	PUNCT
fumecheng-135	104	1	within	within	ADP
fumecheng-135	104	2	the	the	DET
fumecheng-135	104	3	framework	framework	NOUN
fumecheng-135	104	4	of	of	ADP
fumecheng-135	104	5	this	this	DET
fumecheng-135	104	6	research	research	NOUN
fumecheng-135	104	7	,	,	PUNCT
fumecheng-135	104	8	it	it	PRON
fumecheng-135	104	9	has	have	AUX
fumecheng-135	104	10	been	be	AUX
fumecheng-135	104	11	discovered	discover	VERB
fumecheng-135	104	12	that	that	SCONJ
fumecheng-135	104	13	the	the	DET
fumecheng-135	104	14	use	use	NOUN
fumecheng-135	104	15	of	of	ADP
fumecheng-135	104	16	thread	thread	NOUN
fumecheng-135	104	17	-	-	PUNCT
fumecheng-135	104	18	blocks	block	NOUN
fumecheng-135	104	19	of	of	ADP
fumecheng-135	104	20	dimension	dimension	NOUN
fumecheng-135	104	21	[	[	X
fumecheng-135	104	22	3block	3block	NUM
fumecheng-135	104	23	-	-	PUNCT
fumecheng-135	104	24	width	width	NOUN
fumecheng-135	104	25	]	]	PUNCT
fumecheng-135	104	26	,	,	PUNCT
fumecheng-135	104	27	with	with	ADP
fumecheng-135	104	28	a	a	DET
fumecheng-135	104	29	grid	grid	NOUN
fumecheng-135	104	30	dimension	dimension	NOUN
fumecheng-135	104	31	of	of	ADP
fumecheng-135	104	32	[	[	PUNCT
fumecheng-135	104	33	number	number	NOUN
fumecheng-135	104	34	-	-	PUNCT
fumecheng-135	104	35	of	of	ADP
fumecheng-135	104	36	-	-	PUNCT
fumecheng-135	104	37	nodes1	nodes1	NOUN
fumecheng-135	104	38	]	]	X
fumecheng-135	104	39	is	be	AUX
fumecheng-135	104	40	well	well	ADV
fumecheng-135	104	41	suited	suited	ADJ
fumecheng-135	104	42	for	for	ADP
fumecheng-135	104	43	the	the	DET
fumecheng-135	104	44	computation	computation	NOUN
fumecheng-135	104	45	.	.	PUNCT
fumecheng-135	105	1	this	this	DET
fumecheng-135	105	2	layout	layout	NOUN
fumecheng-135	105	3	puts	put	VERB
fumecheng-135	105	4	an	an	DET
fumecheng-135	105	5	upper	upper	ADJ
fumecheng-135	105	6	limit	limit	NOUN
fumecheng-135	105	7	to	to	ADP
fumecheng-135	105	8	the	the	DET
fumecheng-135	105	9	number	number	NOUN
fumecheng-135	105	10	of	of	ADP
fumecheng-135	105	11	neighbors	neighbor	NOUN
fumecheng-135	105	12	for	for	ADP
fumecheng-135	105	13	a	a	DET
fumecheng-135	105	14	node	node	NOUN
fumecheng-135	105	15	,	,	PUNCT
fumecheng-135	105	16	as	as	SCONJ
fumecheng-135	105	17	there	there	PRON
fumecheng-135	105	18	is	be	VERB
fumecheng-135	105	19	an	an	DET
fumecheng-135	105	20	upper	upper	ADJ
fumecheng-135	105	21	limit	limit	NOUN
fumecheng-135	105	22	of	of	ADP
fumecheng-135	105	23	the	the	DET
fumecheng-135	105	24	number	number	NOUN
fumecheng-135	105	25	of	of	ADP
fumecheng-135	105	26	threads	thread	NOUN
fumecheng-135	105	27	that	that	PRON
fumecheng-135	105	28	is	be	AUX
fumecheng-135	105	29	allowed	allow	VERB
fumecheng-135	105	30	in	in	ADP
fumecheng-135	105	31	a	a	DET
fumecheng-135	105	32	thread	thread	NOUN
fumecheng-135	105	33	-	-	PUNCT
fumecheng-135	105	34	block	block	NOUN
fumecheng-135	105	35	.	.	PUNCT
fumecheng-135	106	1	however	however	ADV
fumecheng-135	106	2	,	,	PUNCT
fumecheng-135	106	3	this	this	PRON
fumecheng-135	106	4	should	should	AUX
fumecheng-135	106	5	not	not	PART
fumecheng-135	106	6	introduce	introduce	VERB
fumecheng-135	106	7	any	any	DET
fumecheng-135	106	8	practical	practical	ADJ
fumecheng-135	106	9	limitation	limitation	NOUN
fumecheng-135	106	10	for	for	ADP
fumecheng-135	106	11	conventional	conventional	ADJ
fumecheng-135	106	12	geometries	geometry	NOUN
fumecheng-135	106	13	and	and	CCONJ
fumecheng-135	106	14	meshes	mesh	NOUN
fumecheng-135	106	15	.	.	PUNCT
fumecheng-135	107	1	as	as	SCONJ
fumecheng-135	107	2	previously	previously	ADV
fumecheng-135	107	3	discussed	discuss	VERB
fumecheng-135	107	4	,	,	PUNCT
fumecheng-135	107	5	the	the	DET
fumecheng-135	107	6	off	off	ADV
fumecheng-135	107	7	-	-	PUNCT
fumecheng-135	107	8	diagonal	diagonal	ADJ
fumecheng-135	107	9	elements	element	NOUN
fumecheng-135	107	10	are	be	AUX
fumecheng-135	107	11	attributed	attribute	VERB
fumecheng-135	107	12	to	to	ADP
fumecheng-135	107	13	the	the	DET
fumecheng-135	107	14	edges	edge	NOUN
fumecheng-135	107	15	in	in	ADP
fumecheng-135	107	16	the	the	DET
fumecheng-135	107	17	tetrahedral	tetrahedral	ADJ
fumecheng-135	107	18	mesh	mesh	NOUN
fumecheng-135	107	19	.	.	PUNCT
fumecheng-135	108	1	generally	generally	ADV
fumecheng-135	108	2	speaking	speak	VERB
fumecheng-135	108	3	,	,	PUNCT
fumecheng-135	108	4	the	the	DET
fumecheng-135	108	5	edges	edge	NOUN
fumecheng-135	108	6	are	be	AUX
fumecheng-135	108	7	shared	share	VERB
fumecheng-135	108	8	by	by	ADP
fumecheng-135	108	9	fewer	few	ADJ
fumecheng-135	108	10	elements	element	NOUN
fumecheng-135	108	11	than	than	SCONJ
fumecheng-135	108	12	it	it	PRON
fumecheng-135	108	13	is	be	AUX
fumecheng-135	108	14	the	the	DET
fumecheng-135	108	15	case	case	NOUN
fumecheng-135	108	16	with	with	ADP
fumecheng-135	108	17	the	the	DET
fumecheng-135	108	18	nodes	node	NOUN
fumecheng-135	108	19	.	.	PUNCT
fumecheng-135	109	1	if	if	SCONJ
fumecheng-135	109	2	each	each	DET
fumecheng-135	109	3	thread	thread	NOUN
fumecheng-135	109	4	-	-	PUNCT
fumecheng-135	109	5	block	block	NOUN
fumecheng-135	109	6	had	have	AUX
fumecheng-135	109	7	computed	compute	VERB
fumecheng-135	109	8	a	a	DET
fumecheng-135	109	9	single	single	ADJ
fumecheng-135	109	10	kij	kij	PROPN
fumecheng-135	109	11	matrix	matrix	NOUN
fumecheng-135	109	12	,	,	PUNCT
fumecheng-135	109	13	the	the	DET
fumecheng-135	109	14	benefits	benefit	NOUN
fumecheng-135	109	15	from	from	ADP
fumecheng-135	109	16	coalesced	coalesce	VERB
fumecheng-135	109	17	memory	memory	NOUN
fumecheng-135	109	18	accesses	access	NOUN
fumecheng-135	109	19	would	would	AUX
fumecheng-135	109	20	have	have	AUX
fumecheng-135	109	21	been	be	AUX
fumecheng-135	109	22	poor	poor	ADJ
fumecheng-135	109	23	.	.	PUNCT
fumecheng-135	110	1	in	in	ADP
fumecheng-135	110	2	order	order	NOUN
fumecheng-135	110	3	to	to	PART
fumecheng-135	110	4	improve	improve	VERB
fumecheng-135	110	5	this	this	PRON
fumecheng-135	110	6	,	,	PUNCT
fumecheng-135	110	7	each	each	PRON
fumecheng-135	110	8	threadblock	threadblock	ADP
fumecheng-135	110	9	is	be	AUX
fumecheng-135	110	10	given	give	VERB
fumecheng-135	110	11	the	the	DET
fumecheng-135	110	12	task	task	NOUN
fumecheng-135	110	13	of	of	ADP
fumecheng-135	110	14	computing	compute	VERB
fumecheng-135	110	15	multiple	multiple	ADJ
fumecheng-135	110	16	block	block	NOUN
fumecheng-135	110	17	-	-	PUNCT
fumecheng-135	110	18	matrices	matrix	NOUN
fumecheng-135	110	19	,	,	PUNCT
fumecheng-135	110	20	as	as	SCONJ
fumecheng-135	110	21	shown	show	VERB
fumecheng-135	110	22	in	in	ADP
fumecheng-135	110	23	fig	fig	NOUN
fumecheng-135	110	24	.	.	PUNCT
fumecheng-135	111	1	2	2	X
fumecheng-135	111	2	.	.	X
fumecheng-135	111	3	a	a	DET
fumecheng-135	111	4	)	)	PUNCT
fumecheng-135	111	5	b	b	NOUN
fumecheng-135	111	6	)	)	PUNCT
fumecheng-135	111	7	an	an	DET
fumecheng-135	111	8	approach	approach	NOUN
fumecheng-135	111	9	to	to	ADP
fumecheng-135	111	10	efficient	efficient	ADJ
fumecheng-135	111	11	fem	fem	NOUN
fumecheng-135	111	12	simulations	simulation	NOUN
fumecheng-135	111	13	on	on	ADP
fumecheng-135	111	14	graphics	graphic	NOUN
fumecheng-135	111	15	processing	processing	NOUN
fumecheng-135	111	16	units	unit	NOUN
fumecheng-135	111	17	using	use	VERB
fumecheng-135	111	18	cuda	cuda	PROPN
fumecheng-135	111	19	21	21	NUM
fumecheng-135	111	20	fig	fig	NOUN
fumecheng-135	111	21	.	.	PUNCT
fumecheng-135	112	1	2	2	NUM
fumecheng-135	113	1	the	the	DET
fumecheng-135	113	2	strategy	strategy	NOUN
fumecheng-135	113	3	of	of	ADP
fumecheng-135	113	4	efficient	efficient	ADJ
fumecheng-135	113	5	coalesced	coalesce	VERB
fumecheng-135	113	6	memory	memory	NOUN
fumecheng-135	113	7	accesses	access	NOUN
fumecheng-135	113	8	–	–	PUNCT
fumecheng-135	113	9	grouping	group	VERB
fumecheng-135	113	10	and	and	CCONJ
fumecheng-135	113	11	summing	sum	VERB
fumecheng-135	113	12	up	up	ADP
fumecheng-135	113	13	the	the	DET
fumecheng-135	113	14	block	block	NOUN
fumecheng-135	113	15	-	-	PUNCT
fumecheng-135	113	16	matrices	matrix	NOUN
fumecheng-135	113	17	related	relate	VERB
fumecheng-135	113	18	to	to	ADP
fumecheng-135	113	19	the	the	DET
fumecheng-135	113	20	same	same	ADJ
fumecheng-135	113	21	node	node	ADJ
fumecheng-135	113	22	pair	pair	NOUN
fumecheng-135	113	23	the	the	DET
fumecheng-135	113	24	matrices	matrix	NOUN
fumecheng-135	113	25	computed	compute	VERB
fumecheng-135	113	26	within	within	ADP
fumecheng-135	113	27	a	a	DET
fumecheng-135	113	28	thread	thread	NOUN
fumecheng-135	113	29	-	-	PUNCT
fumecheng-135	113	30	block	block	NOUN
fumecheng-135	113	31	are	be	AUX
fumecheng-135	113	32	all	all	ADV
fumecheng-135	113	33	related	related	ADJ
fumecheng-135	113	34	to	to	ADP
fumecheng-135	113	35	the	the	DET
fumecheng-135	113	36	same	same	ADJ
fumecheng-135	113	37	node	node	ADJ
fumecheng-135	113	38	pair	pair	NOUN
fumecheng-135	113	39	.	.	PUNCT
fumecheng-135	114	1	in	in	ADP
fumecheng-135	114	2	the	the	DET
fumecheng-135	114	3	presented	present	VERB
fumecheng-135	114	4	implementation	implementation	NOUN
fumecheng-135	114	5	,	,	PUNCT
fumecheng-135	114	6	the	the	DET
fumecheng-135	114	7	thread	thread	NOUN
fumecheng-135	114	8	-	-	PUNCT
fumecheng-135	114	9	block	block	NOUN
fumecheng-135	114	10	size	size	NOUN
fumecheng-135	114	11	is	be	AUX
fumecheng-135	114	12	set	set	VERB
fumecheng-135	114	13	to	to	ADP
fumecheng-135	114	14	a	a	DET
fumecheng-135	114	15	value	value	NOUN
fumecheng-135	114	16	that	that	PRON
fumecheng-135	114	17	assures	assure	VERB
fumecheng-135	114	18	coalesced	coalesce	VERB
fumecheng-135	114	19	memory	memory	NOUN
fumecheng-135	114	20	accesses	access	NOUN
fumecheng-135	114	21	.	.	PUNCT
fumecheng-135	115	1	sets	set	NOUN
fumecheng-135	115	2	of	of	ADP
fumecheng-135	115	3	sub	sub	NOUN
fumecheng-135	115	4	-	-	NOUN
fumecheng-135	115	5	matrices	matrix	NOUN
fumecheng-135	115	6	are	be	AUX
fumecheng-135	115	7	then	then	ADV
fumecheng-135	115	8	stored	store	VERB
fumecheng-135	115	9	in	in	ADP
fumecheng-135	115	10	a	a	DET
fumecheng-135	115	11	memory	memory	NOUN
fumecheng-135	115	12	-	-	PUNCT
fumecheng-135	115	13	layout	layout	NOUN
fumecheng-135	115	14	matching	match	VERB
fumecheng-135	115	15	the	the	DET
fumecheng-135	115	16	thread	thread	NOUN
fumecheng-135	115	17	-	-	PUNCT
fumecheng-135	115	18	blocks	block	NOUN
fumecheng-135	115	19	.	.	PUNCT
fumecheng-135	116	1	during	during	ADP
fumecheng-135	116	2	the	the	DET
fumecheng-135	116	3	simulation	simulation	NOUN
fumecheng-135	116	4	,	,	PUNCT
fumecheng-135	116	5	a	a	DET
fumecheng-135	116	6	thread	thread	NOUN
fumecheng-135	116	7	-	-	PUNCT
fumecheng-135	116	8	block	block	NOUN
fumecheng-135	116	9	reads	read	VERB
fumecheng-135	116	10	a	a	DET
fumecheng-135	116	11	set	set	NOUN
fumecheng-135	116	12	of	of	ADP
fumecheng-135	116	13	matrices	matrix	NOUN
fumecheng-135	116	14	into	into	ADP
fumecheng-135	116	15	the	the	DET
fumecheng-135	116	16	shared	share	VERB
fumecheng-135	116	17	memory	memory	NOUN
fumecheng-135	116	18	,	,	PUNCT
fumecheng-135	116	19	these	these	DET
fumecheng-135	116	20	matrices	matrix	NOUN
fumecheng-135	116	21	are	be	AUX
fumecheng-135	116	22	then	then	ADV
fumecheng-135	116	23	rotated	rotate	VERB
fumecheng-135	116	24	,	,	PUNCT
fumecheng-135	116	25	summed	sum	VERB
fumecheng-135	116	26	up	up	ADP
fumecheng-135	116	27	and	and	CCONJ
fumecheng-135	116	28	stored	store	VERB
fumecheng-135	116	29	into	into	ADP
fumecheng-135	116	30	the	the	DET
fumecheng-135	116	31	shared	share	VERB
fumecheng-135	116	32	memory	memory	NOUN
fumecheng-135	116	33	.	.	PUNCT
fumecheng-135	117	1	when	when	SCONJ
fumecheng-135	117	2	all	all	DET
fumecheng-135	117	3	computations	computation	NOUN
fumecheng-135	117	4	are	be	AUX
fumecheng-135	117	5	finished	finish	VERB
fumecheng-135	117	6	,	,	PUNCT
fumecheng-135	117	7	the	the	DET
fumecheng-135	117	8	result	result	NOUN
fumecheng-135	117	9	is	be	AUX
fumecheng-135	117	10	written	write	VERB
fumecheng-135	117	11	back	back	ADV
fumecheng-135	117	12	to	to	ADP
fumecheng-135	117	13	the	the	DET
fumecheng-135	117	14	device	device	NOUN
fumecheng-135	117	15	memory	memory	NOUN
fumecheng-135	117	16	.	.	PUNCT
fumecheng-135	118	1	6	6	NUM
fumecheng-135	118	2	.	.	NUM
fumecheng-135	118	3	improved	improve	VERB
fumecheng-135	118	4	equation	equation	NOUN
fumecheng-135	118	5	assembly	assembly	NOUN
fumecheng-135	118	6	assembling	assemble	VERB
fumecheng-135	118	7	the	the	DET
fumecheng-135	118	8	system	system	NOUN
fumecheng-135	118	9	of	of	ADP
fumecheng-135	118	10	linear	linear	PROPN
fumecheng-135	118	11	equations	equation	NOUN
fumecheng-135	118	12	(	(	PUNCT
fumecheng-135	118	13	eq	eq	NOUN
fumecheng-135	118	14	.	.	PUNCT
fumecheng-135	119	1	(	(	PUNCT
fumecheng-135	119	2	6	6	NUM
fumecheng-135	119	3	)	)	PUNCT
fumecheng-135	119	4	)	)	PUNCT
fumecheng-135	119	5	includes	include	VERB
fumecheng-135	119	6	a	a	DET
fumecheng-135	119	7	range	range	NOUN
fumecheng-135	119	8	of	of	ADP
fumecheng-135	119	9	arithmetic	arithmetic	ADJ
fumecheng-135	119	10	operations	operation	NOUN
fumecheng-135	119	11	which	which	PRON
fumecheng-135	119	12	are	be	AUX
fumecheng-135	119	13	performed	perform	VERB
fumecheng-135	119	14	through	through	ADP
fumecheng-135	119	15	a	a	DET
fumecheng-135	119	16	combination	combination	NOUN
fumecheng-135	119	17	of	of	ADP
fumecheng-135	119	18	kernel	kernel	NOUN
fumecheng-135	119	19	invocations	invocation	NOUN
fumecheng-135	119	20	.	.	PUNCT
fumecheng-135	120	1	this	this	DET
fumecheng-135	120	2	section	section	NOUN
fumecheng-135	120	3	shows	show	VERB
fumecheng-135	120	4	how	how	SCONJ
fumecheng-135	120	5	to	to	PART
fumecheng-135	120	6	optimize	optimize	VERB
fumecheng-135	120	7	the	the	DET
fumecheng-135	120	8	required	require	VERB
fumecheng-135	120	9	amount	amount	NOUN
fumecheng-135	120	10	of	of	ADP
fumecheng-135	120	11	floating	float	VERB
fumecheng-135	120	12	-	-	PUNCT
fumecheng-135	120	13	points	point	NOUN
fumecheng-135	120	14	-	-	PUNCT
fumecheng-135	120	15	operations	operation	NOUN
fumecheng-135	120	16	,	,	PUNCT
fumecheng-135	120	17	as	as	ADV
fumecheng-135	120	18	well	well	ADV
fumecheng-135	120	19	as	as	ADP
fumecheng-135	120	20	the	the	DET
fumecheng-135	120	21	memory	memory	NOUN
fumecheng-135	120	22	usage	usage	NOUN
fumecheng-135	120	23	.	.	PUNCT
fumecheng-135	121	1	to	to	PART
fumecheng-135	121	2	be	be	AUX
fumecheng-135	121	3	more	more	ADV
fumecheng-135	121	4	specific	specific	ADJ
fumecheng-135	121	5	,	,	PUNCT
fumecheng-135	121	6	the	the	DET
fumecheng-135	121	7	main	main	ADJ
fumecheng-135	121	8	issues	issue	NOUN
fumecheng-135	121	9	addressed	address	VERB
fumecheng-135	121	10	are	be	AUX
fumecheng-135	121	11	:	:	PUNCT
fumecheng-135	121	12			X
fumecheng-135	121	13	when	when	SCONJ
fumecheng-135	121	14	assembling	assemble	VERB
fumecheng-135	121	15	a	a	PRON
fumecheng-135	121	16	,	,	PUNCT
fumecheng-135	121	17	each	each	DET
fumecheng-135	121	18	element	element	NOUN
fumecheng-135	121	19	in	in	ADP
fumecheng-135	121	20	kt	kt	PROPN
fumecheng-135	121	21	has	have	VERB
fumecheng-135	121	22	to	to	PART
fumecheng-135	121	23	be	be	AUX
fumecheng-135	121	24	multiplied	multiply	VERB
fumecheng-135	121	25	by	by	ADP
fumecheng-135	121	26	t	t	PROPN
fumecheng-135	121	27	2	2	NUM
fumecheng-135	121	28	.	.	PUNCT
fumecheng-135	122	1	this	this	PRON
fumecheng-135	122	2	would	would	AUX
fumecheng-135	122	3	not	not	PART
fumecheng-135	122	4	have	have	AUX
fumecheng-135	122	5	had	have	VERB
fumecheng-135	122	6	a	a	DET
fumecheng-135	122	7	noticeable	noticeable	ADJ
fumecheng-135	122	8	impact	impact	NOUN
fumecheng-135	122	9	if	if	SCONJ
fumecheng-135	122	10	kt	kt	PROPN
fumecheng-135	122	11	had	have	AUX
fumecheng-135	122	12	been	be	AUX
fumecheng-135	122	13	constant	constant	ADJ
fumecheng-135	122	14	over	over	ADP
fumecheng-135	122	15	the	the	DET
fumecheng-135	122	16	course	course	NOUN
fumecheng-135	122	17	of	of	ADP
fumecheng-135	122	18	simulation	simulation	NOUN
fumecheng-135	122	19	.	.	PUNCT
fumecheng-135	123	1	however	however	ADV
fumecheng-135	123	2	,	,	PUNCT
fumecheng-135	123	3	since	since	SCONJ
fumecheng-135	123	4	kt	kt	PROPN
fumecheng-135	123	5	depends	depend	VERB
fumecheng-135	123	6	on	on	ADP
fumecheng-135	123	7	structural	structural	ADJ
fumecheng-135	123	8	deformation	deformation	NOUN
fumecheng-135	123	9	(	(	PUNCT
fumecheng-135	123	10	i.e.	i.e.	X
fumecheng-135	123	11	element	element	NOUN
fumecheng-135	123	12	rotations	rotation	NOUN
fumecheng-135	123	13	)	)	PUNCT
fumecheng-135	123	14	,	,	PUNCT
fumecheng-135	123	15	this	this	DET
fumecheng-135	123	16	multiplication	multiplication	NOUN
fumecheng-135	123	17	can	can	AUX
fumecheng-135	123	18	not	not	PART
fumecheng-135	123	19	be	be	AUX
fumecheng-135	123	20	pre	pre	VERB
fumecheng-135	123	21	-	-	VERB
fumecheng-135	123	22	computed	computed	ADJ
fumecheng-135	123	23	.	.	PUNCT
fumecheng-135	124	1	it	it	PRON
fumecheng-135	124	2	is	be	AUX
fumecheng-135	124	3	also	also	ADV
fumecheng-135	124	4	not	not	PART
fumecheng-135	124	5	possible	possible	ADJ
fumecheng-135	124	6	to	to	PART
fumecheng-135	124	7	perform	perform	VERB
fumecheng-135	124	8	this	this	DET
fumecheng-135	124	9	operation	operation	NOUN
fumecheng-135	124	10	while	while	SCONJ
fumecheng-135	124	11	assembling	assemble	VERB
fumecheng-135	124	12	kt	kt	NOUN
fumecheng-135	124	13	because	because	SCONJ
fumecheng-135	124	14	kt	kt	PROPN
fumecheng-135	124	15	is	be	AUX
fumecheng-135	124	16	used	use	VERB
fumecheng-135	124	17	again	again	ADV
fumecheng-135	124	18	when	when	SCONJ
fumecheng-135	124	19	assembling	assemble	VERB
fumecheng-135	124	20	b.	b.	PROPN
fumecheng-135	124	21			PROPN
fumecheng-135	125	1	the	the	DET
fumecheng-135	125	2	second	second	ADJ
fumecheng-135	125	3	issue	issue	NOUN
fumecheng-135	125	4	is	be	AUX
fumecheng-135	125	5	the	the	DET
fumecheng-135	125	6	summation	summation	NOUN
fumecheng-135	125	7	that	that	PRON
fumecheng-135	125	8	involves	involve	VERB
fumecheng-135	125	9	the	the	DET
fumecheng-135	125	10	sparse	sparse	ADJ
fumecheng-135	125	11	matrix	matrix	NOUN
fumecheng-135	125	12	kt	kt	X
fumecheng-135	125	13	and	and	CCONJ
fumecheng-135	125	14	the	the	DET
fumecheng-135	125	15	diagonal	diagonal	ADJ
fumecheng-135	125	16	matrix	matrix	NOUN
fumecheng-135	125	17	m.	m.	NOUN
fumecheng-135	125	18	this	this	PRON
fumecheng-135	125	19	requires	require	VERB
fumecheng-135	125	20	attention	attention	NOUN
fumecheng-135	125	21	because	because	SCONJ
fumecheng-135	125	22	the	the	DET
fumecheng-135	125	23	block	block	NOUN
fumecheng-135	125	24	compressed	compress	VERB
fumecheng-135	125	25	row	row	NOUN
fumecheng-135	125	26	storage	storage	NOUN
fumecheng-135	125	27	of	of	ADP
fumecheng-135	125	28	the	the	DET
fumecheng-135	125	29	sparse	sparse	ADJ
fumecheng-135	125	30	matrix	matrix	NOUN
fumecheng-135	125	31	is	be	AUX
fumecheng-135	125	32	not	not	PART
fumecheng-135	125	33	optimized	optimize	VERB
fumecheng-135	125	34	for	for	ADP
fumecheng-135	125	35	accessing	access	VERB
fumecheng-135	125	36	diagonal	diagonal	ADJ
fumecheng-135	125	37	elements	element	NOUN
fumecheng-135	125	38	.	.	PUNCT
fumecheng-135	126	1	to	to	PART
fumecheng-135	126	2	address	address	VERB
fumecheng-135	126	3	the	the	DET
fumecheng-135	126	4	first	first	ADJ
fumecheng-135	126	5	problem	problem	NOUN
fumecheng-135	126	6	,	,	PUNCT
fumecheng-135	126	7	the	the	DET
fumecheng-135	126	8	damping	damp	VERB
fumecheng-135	126	9	matrix	matrix	NOUN
fumecheng-135	126	10	in	in	ADP
fumecheng-135	126	11	the	the	DET
fumecheng-135	126	12	form	form	NOUN
fumecheng-135	126	13	given	give	VERB
fumecheng-135	126	14	in	in	ADP
fumecheng-135	126	15	eq	eq	ADP
fumecheng-135	126	16	.	.	PUNCT
fumecheng-135	127	1	(	(	PUNCT
fumecheng-135	127	2	9	9	NUM
fumecheng-135	127	3	)	)	PUNCT
fumecheng-135	127	4	is	be	AUX
fumecheng-135	127	5	introduced	introduce	VERB
fumecheng-135	127	6	into	into	ADP
fumecheng-135	127	7	eq	eq	ADP
fumecheng-135	127	8	.	.	PUNCT
fumecheng-135	128	1	(	(	PUNCT
fumecheng-135	128	2	6	6	NUM
fumecheng-135	128	3	)	)	PUNCT
fumecheng-135	128	4	,	,	PUNCT
fumecheng-135	128	5	which	which	PRON
fumecheng-135	128	6	is	be	AUX
fumecheng-135	128	7	further	far	ADV
fumecheng-135	128	8	divided	divide	VERB
fumecheng-135	128	9	by	by	ADP
fumecheng-135	128	10	t	t	PROPN
fumecheng-135	128	11	2	2	NUM
fumecheng-135	128	12	.	.	PUNCT
fumecheng-135	129	1	to	to	PART
fumecheng-135	129	2	improve	improve	VERB
fumecheng-135	129	3	the	the	DET
fumecheng-135	129	4	readability	readability	NOUN
fumecheng-135	129	5	of	of	ADP
fumecheng-135	129	6	the	the	DET
fumecheng-135	129	7	obtained	obtain	VERB
fumecheng-135	129	8	equation	equation	NOUN
fumecheng-135	129	9	,	,	PUNCT
fumecheng-135	129	10	denotations	denotation	NOUN
fumecheng-135	129	11	2	2	NUM
fumecheng-135	129	12	t	t	NOUN
fumecheng-135	129	13	a	a	PRON
fumecheng-135	129	14	a	a	DET
fumecheng-135	129	15			NOUN
fumecheng-135	129	16			NOUN
fumecheng-135	129	17	~	~	PUNCT
fumecheng-135	129	18	,	,	PUNCT
fumecheng-135	129	19	2	2	NUM
fumecheng-135	129	20	t	t	NOUN
fumecheng-135	129	21	b	b	PROPN
fumecheng-135	129	22	b	b	PROPN
fumecheng-135	129	23			NOUN
fumecheng-135	129	24			NOUN
fumecheng-135	129	25	~	~	PUNCT
fumecheng-135	129	26	,	,	PUNCT
fumecheng-135	129	27	2	2	NUM
fumecheng-135	129	28	t	t	NOUN
fumecheng-135	129	29	m	m	VERB
fumecheng-135	129	30	m	m	VERB
fumecheng-135	129	31			NOUN
fumecheng-135	129	32			NUM
fumecheng-135	129	33	~	~	PUNCT
fumecheng-135	129	34	and	and	CCONJ
fumecheng-135	129	35	2	2	NUM
fumecheng-135	129	36	t	t	NOUN
fumecheng-135	129	37	t	t	NOUN
fumecheng-135	129	38	t1	t1	NOUN
fumecheng-135	129	39			NOUN
fumecheng-135	130	1			PROPN
fumecheng-135	130	2			PROPN
fumecheng-135	130	3	are	be	AUX
fumecheng-135	130	4	introduced	introduce	VERB
fumecheng-135	130	5	,	,	PUNCT
fumecheng-135	130	6	so	so	SCONJ
fumecheng-135	130	7	that	that	SCONJ
fumecheng-135	130	8	:	:	PUNCT
fumecheng-135	130	9	t	t	PROPN
fumecheng-135	130	10	t	t	PROPN
fumecheng-135	130	11	t	t	PROPN
fumecheng-135	130	12	kma	kma	PROPN
fumecheng-135	130	13			PROPN
fumecheng-135	130	14	~~	~~	NUM
fumecheng-135	130	15	t	t	NOUN
fumecheng-135	130	16	,	,	PUNCT
fumecheng-135	130	17	(	(	PUNCT
fumecheng-135	130	18	12	12	NUM
fumecheng-135	130	19	)	)	SYM
fumecheng-135	130	20	1	1	NUM
fumecheng-135	130	21	(	(	PUNCT
fumecheng-135	130	22	)	)	PUNCT
fumecheng-135	130	23	δt	δt	ADP
fumecheng-135	130	24	t	t	PROPN
fumecheng-135	130	25			ADV
fumecheng-135	130	26			PROPN
fumecheng-135	130	27			ADV
fumecheng-135	130	28	t	t	VERB
fumecheng-135	130	29	t	t	PROPN
fumecheng-135	130	30	t	t	PROPN
fumecheng-135	130	31	t	t	PROPN
fumecheng-135	130	32	t	t	PROPN
fumecheng-135	130	33	rt	rt	PROPN
fumecheng-135	130	34	t	t	PROPN
fumecheng-135	130	35	u	u	NOUN
fumecheng-135	130	36	extb	extb	ADV
fumecheng-135	130	37	m(v	m(v	PROPN
fumecheng-135	130	38	x	x	X
fumecheng-135	130	39	)	)	PUNCT
fumecheng-135	130	40	a	a	DET
fumecheng-135	130	41	x	x	X
fumecheng-135	130	42	f	f	PROPN
fumecheng-135	130	43	f	f	PROPN
fumecheng-135	130	44	,	,	PUNCT
fumecheng-135	130	45	(	(	PUNCT
fumecheng-135	130	46	13	13	NUM
fumecheng-135	130	47	)	)	PUNCT
fumecheng-135	130	48	and	and	CCONJ
fumecheng-135	130	49	the	the	DET
fumecheng-135	130	50	equation	equation	NOUN
fumecheng-135	130	51	to	to	PART
fumecheng-135	130	52	solve	solve	VERB
fumecheng-135	130	53	reads	read	NOUN
fumecheng-135	130	54	:	:	PUNCT
fumecheng-135	130	55	tttt	tttt	PROPN
fumecheng-135	130	56	bva	bva	PROPN
fumecheng-135	130	57	~~	~~	NUM
fumecheng-135	130	58			NOUN
fumecheng-135	130	59	.	.	PUNCT
fumecheng-135	131	1	(	(	PUNCT
fumecheng-135	131	2	14	14	NUM
fumecheng-135	131	3	)	)	PUNCT
fumecheng-135	131	4	22	22	NUM
fumecheng-135	131	5	b.	b.	PROPN
fumecheng-135	131	6	nutti	nutti	PROPN
fumecheng-135	131	7	,	,	PUNCT
fumecheng-135	131	8	d.	d.	PROPN
fumecheng-135	131	9	marinković	marinković	PROPN
fumecheng-135	131	10	both	both	DET
fumecheng-135	131	11	m	m	VERB
fumecheng-135	131	12	~	~	PUNCT
fumecheng-135	131	13	and	and	CCONJ
fumecheng-135	131	14	t	t	NOUN
fumecheng-135	131	15	can	can	AUX
fumecheng-135	131	16	be	be	AUX
fumecheng-135	131	17	pre	pre	VERB
fumecheng-135	131	18	-	-	VERB
fumecheng-135	131	19	computed	computed	ADJ
fumecheng-135	131	20	.	.	PUNCT
fumecheng-135	132	1	the	the	DET
fumecheng-135	132	2	only	only	ADJ
fumecheng-135	132	3	additional	additional	ADJ
fumecheng-135	132	4	computational	computational	ADJ
fumecheng-135	132	5	effort	effort	NOUN
fumecheng-135	132	6	in	in	ADP
fumecheng-135	132	7	eq	eq	ADP
fumecheng-135	132	8	.	.	PUNCT
fumecheng-135	132	9	(	(	PUNCT
fumecheng-135	132	10	14	14	NUM
fumecheng-135	132	11	)	)	PUNCT
fumecheng-135	132	12	,	,	PUNCT
fumecheng-135	132	13	compared	compare	VERB
fumecheng-135	132	14	to	to	ADP
fumecheng-135	132	15	eq	eq	PROPN
fumecheng-135	132	16	.	.	PUNCT
fumecheng-135	132	17	(	(	PUNCT
fumecheng-135	132	18	6	6	NUM
fumecheng-135	132	19	)	)	PUNCT
fumecheng-135	132	20	,	,	PUNCT
fumecheng-135	132	21	is	be	AUX
fumecheng-135	132	22	vector	vector	NOUN
fumecheng-135	132	23	tx	tx	PROPN
fumecheng-135	132	24	t	t	NOUN
fumecheng-135	132	25	,	,	PUNCT
fumecheng-135	132	26	which	which	PRON
fumecheng-135	132	27	however	however	ADV
fumecheng-135	132	28	requires	require	VERB
fumecheng-135	132	29	only	only	ADV
fumecheng-135	132	30	a	a	DET
fumecheng-135	132	31	low	low	ADJ
fumecheng-135	132	32	complexity	complexity	NOUN
fumecheng-135	132	33	linear	linear	NOUN
fumecheng-135	132	34	operation	operation	NOUN
fumecheng-135	132	35	.	.	PUNCT
fumecheng-135	133	1	however	however	ADV
fumecheng-135	133	2	,	,	PUNCT
fumecheng-135	133	3	the	the	DET
fumecheng-135	133	4	presented	present	VERB
fumecheng-135	133	5	approach	approach	NOUN
fumecheng-135	133	6	permits	permit	VERB
fumecheng-135	133	7	computation	computation	NOUN
fumecheng-135	133	8	of	of	ADP
fumecheng-135	133	9	t	t	PROPN
fumecheng-135	133	10	a	a	X
fumecheng-135	133	11	~	~	PUNCT
fumecheng-135	133	12	as	as	ADP
fumecheng-135	133	13	the	the	DET
fumecheng-135	133	14	first	first	ADJ
fumecheng-135	133	15	step	step	NOUN
fumecheng-135	133	16	.	.	PUNCT
fumecheng-135	134	1	this	this	DET
fumecheng-135	134	2	matrix	matrix	NOUN
fumecheng-135	134	3	is	be	AUX
fumecheng-135	134	4	further	far	ADV
fumecheng-135	134	5	directly	directly	ADV
fumecheng-135	134	6	used	use	VERB
fumecheng-135	134	7	to	to	PART
fumecheng-135	134	8	compute	compute	VERB
fumecheng-135	134	9	t	t	PROPN
fumecheng-135	134	10	b	b	PROPN
fumecheng-135	134	11	~	~	PUNCT
fumecheng-135	134	12	.	.	PUNCT
fumecheng-135	135	1	to	to	PART
fumecheng-135	135	2	address	address	VERB
fumecheng-135	135	3	the	the	DET
fumecheng-135	135	4	second	second	ADJ
fumecheng-135	135	5	issue	issue	NOUN
fumecheng-135	135	6	mentioned	mention	VERB
fumecheng-135	135	7	above	above	ADV
fumecheng-135	135	8	,	,	PUNCT
fumecheng-135	135	9	matrix	matrix	NOUN
fumecheng-135	135	10	t	t	NOUN
fumecheng-135	135	11	a	a	PRON
fumecheng-135	135	12	~	~	PUNCT
fumecheng-135	135	13	can	can	AUX
fumecheng-135	135	14	be	be	AUX
fumecheng-135	135	15	observed	observe	VERB
fumecheng-135	135	16	as	as	ADP
fumecheng-135	135	17	a	a	DET
fumecheng-135	135	18	sum	sum	NOUN
fumecheng-135	135	19	of	of	ADP
fumecheng-135	135	20	an	an	DET
fumecheng-135	135	21	off	off	ADV
fumecheng-135	135	22	-	-	PUNCT
fumecheng-135	135	23	diagonal	diagonal	ADJ
fumecheng-135	135	24	matrix	matrix	NOUN
fumecheng-135	135	25	and	and	CCONJ
fumecheng-135	135	26	a	a	DET
fumecheng-135	135	27	diagonal	diagonal	ADJ
fumecheng-135	135	28	matrix	matrix	NOUN
fumecheng-135	135	29	,	,	PUNCT
fumecheng-135	135	30	i.e.	i.e.	X
fumecheng-135	135	31	t	t	X
fumecheng-135	135	32	off	off	ADP
fumecheng-135	135	33	t	t	PROPN
fumecheng-135	135	34	diag	diag	PROPN
fumecheng-135	135	35	t	t	PROPN
fumecheng-135	135	36	aaa	aaa	NOUN
fumecheng-135	135	37	~~~	~~~	PUNCT
fumecheng-135	135	38			ADJ
fumecheng-135	135	39	.	.	PUNCT
fumecheng-135	136	1	hence	hence	ADV
fumecheng-135	136	2	,	,	PUNCT
fumecheng-135	136	3	the	the	DET
fumecheng-135	136	4	simple	simple	ADJ
fumecheng-135	136	5	idea	idea	NOUN
fumecheng-135	136	6	is	be	AUX
fumecheng-135	136	7	to	to	PART
fumecheng-135	136	8	compute	compute	VERB
fumecheng-135	136	9	t	t	PROPN
fumecheng-135	136	10	offtk	offtk	NOUN
fumecheng-135	136	11	using	use	VERB
fumecheng-135	136	12	one	one	NUM
fumecheng-135	136	13	kernel	kernel	NOUN
fumecheng-135	136	14	,	,	PUNCT
fumecheng-135	136	15	while	while	SCONJ
fumecheng-135	136	16	computing	compute	VERB
fumecheng-135	136	17	t	t	NOUN
fumecheng-135	136	18	diagtkm	diagtkm	X
fumecheng-135	136	19	~	~	PUNCT
fumecheng-135	136	20	t	t	X
fumecheng-135	136	21	by	by	ADP
fumecheng-135	136	22	means	mean	NOUN
fumecheng-135	136	23	of	of	ADP
fumecheng-135	136	24	another	another	DET
fumecheng-135	136	25	kernel	kernel	NOUN
fumecheng-135	136	26	.	.	PUNCT
fumecheng-135	137	1	the	the	DET
fumecheng-135	137	2	presented	present	VERB
fumecheng-135	137	3	implementation	implementation	NOUN
fumecheng-135	137	4	optimizes	optimize	VERB
fumecheng-135	137	5	the	the	DET
fumecheng-135	137	6	number	number	NOUN
fumecheng-135	137	7	of	of	ADP
fumecheng-135	137	8	arithmetic	arithmetic	ADJ
fumecheng-135	137	9	operations	operation	NOUN
fumecheng-135	137	10	as	as	ADV
fumecheng-135	137	11	well	well	ADV
fumecheng-135	137	12	as	as	ADP
fumecheng-135	137	13	random	random	ADJ
fumecheng-135	137	14	accesses	access	NOUN
fumecheng-135	137	15	to	to	ADP
fumecheng-135	137	16	device	device	NOUN
fumecheng-135	137	17	memory	memory	NOUN
fumecheng-135	137	18	.	.	PUNCT
fumecheng-135	138	1	however	however	ADV
fumecheng-135	138	2	,	,	PUNCT
fumecheng-135	138	3	it	it	PRON
fumecheng-135	138	4	still	still	ADV
fumecheng-135	138	5	requires	require	VERB
fumecheng-135	138	6	uncoalesced	uncoalesced	ADJ
fumecheng-135	138	7	memory	memory	NOUN
fumecheng-135	138	8	accessed	access	VERB
fumecheng-135	138	9	for	for	ADP
fumecheng-135	138	10	rotation	rotation	NOUN
fumecheng-135	138	11	matrices	matrix	NOUN
fumecheng-135	138	12	.	.	PUNCT
fumecheng-135	139	1	to	to	PART
fumecheng-135	139	2	reduce	reduce	VERB
fumecheng-135	139	3	the	the	DET
fumecheng-135	139	4	amount	amount	NOUN
fumecheng-135	139	5	of	of	ADP
fumecheng-135	139	6	data	datum	NOUN
fumecheng-135	139	7	that	that	PRON
fumecheng-135	139	8	is	be	AUX
fumecheng-135	139	9	read	read	VERB
fumecheng-135	139	10	in	in	ADP
fumecheng-135	139	11	this	this	DET
fumecheng-135	139	12	manner	manner	NOUN
fumecheng-135	139	13	,	,	PUNCT
fumecheng-135	139	14	it	it	PRON
fumecheng-135	139	15	is	be	AUX
fumecheng-135	139	16	possible	possible	ADJ
fumecheng-135	139	17	to	to	PART
fumecheng-135	139	18	represent	represent	VERB
fumecheng-135	139	19	a	a	DET
fumecheng-135	139	20	rotation	rotation	NOUN
fumecheng-135	139	21	either	either	CCONJ
fumecheng-135	139	22	as	as	ADP
fumecheng-135	139	23	an	an	DET
fumecheng-135	139	24	axis	axis	ADJ
fumecheng-135	139	25	-	-	PUNCT
fumecheng-135	139	26	angle	angle	NOUN
fumecheng-135	139	27	pair	pair	NOUN
fumecheng-135	139	28	or	or	CCONJ
fumecheng-135	139	29	as	as	ADP
fumecheng-135	139	30	a	a	DET
fumecheng-135	139	31	quaternion	quaternion	NOUN
fumecheng-135	139	32	.	.	PUNCT
fumecheng-135	140	1	this	this	DET
fumecheng-135	140	2	strategy	strategy	NOUN
fumecheng-135	140	3	allows	allow	VERB
fumecheng-135	140	4	for	for	ADP
fumecheng-135	140	5	storing	store	VERB
fumecheng-135	140	6	and	and	CCONJ
fumecheng-135	140	7	accessing	access	VERB
fumecheng-135	140	8	rotations	rotation	NOUN
fumecheng-135	140	9	in	in	ADP
fumecheng-135	140	10	single	single	ADJ
fumecheng-135	140	11	128	128	NUM
fumecheng-135	140	12	-	-	PUNCT
fumecheng-135	140	13	bits	bits	NOUN
fumecheng-135	140	14	memory	memory	NOUN
fumecheng-135	140	15	transactions	transaction	NOUN
fumecheng-135	140	16	,	,	PUNCT
fumecheng-135	140	17	in	in	ADP
fumecheng-135	140	18	contrast	contrast	NOUN
fumecheng-135	140	19	to	to	ADP
fumecheng-135	140	20	the	the	DET
fumecheng-135	140	21	approach	approach	NOUN
fumecheng-135	140	22	based	base	VERB
fumecheng-135	140	23	on	on	ADP
fumecheng-135	140	24	matrices	matrix	NOUN
fumecheng-135	140	25	,	,	PUNCT
fumecheng-135	140	26	which	which	PRON
fumecheng-135	140	27	requires	require	VERB
fumecheng-135	140	28	up	up	ADP
fumecheng-135	140	29	to	to	PART
fumecheng-135	140	30	three	three	NUM
fumecheng-135	140	31	times	time	NOUN
fumecheng-135	140	32	as	as	ADV
fumecheng-135	140	33	much	much	ADV
fumecheng-135	140	34	.	.	PUNCT
fumecheng-135	141	1	the	the	DET
fumecheng-135	141	2	results	result	NOUN
fumecheng-135	141	3	presented	present	VERB
fumecheng-135	141	4	in	in	ADP
fumecheng-135	141	5	this	this	DET
fumecheng-135	141	6	paper	paper	NOUN
fumecheng-135	141	7	are	be	AUX
fumecheng-135	141	8	based	base	VERB
fumecheng-135	141	9	on	on	ADP
fumecheng-135	141	10	the	the	DET
fumecheng-135	141	11	matrix	matrix	NOUN
fumecheng-135	141	12	representation	representation	NOUN
fumecheng-135	141	13	.	.	PUNCT
fumecheng-135	142	1	the	the	DET
fumecheng-135	142	2	axis	axis	NOUN
fumecheng-135	142	3	-	-	PUNCT
fumecheng-135	142	4	angle	angle	NOUN
fumecheng-135	142	5	and	and	CCONJ
fumecheng-135	142	6	quaternion	quaternion	NOUN
fumecheng-135	142	7	representations	representation	NOUN
fumecheng-135	142	8	are	be	AUX
fumecheng-135	142	9	beyond	beyond	ADP
fumecheng-135	142	10	the	the	DET
fumecheng-135	142	11	scope	scope	NOUN
fumecheng-135	142	12	of	of	ADP
fumecheng-135	142	13	this	this	DET
fumecheng-135	142	14	paper	paper	NOUN
fumecheng-135	142	15	.	.	PUNCT
fumecheng-135	143	1	7	7	X
fumecheng-135	143	2	.	.	X
fumecheng-135	143	3	solving	solve	VERB
fumecheng-135	143	4	the	the	DET
fumecheng-135	143	5	fe	fe	NOUN
fumecheng-135	143	6	system	system	NOUN
fumecheng-135	143	7	of	of	ADP
fumecheng-135	143	8	equations	equation	NOUN
fumecheng-135	143	9	at	at	ADP
fumecheng-135	143	10	each	each	DET
fumecheng-135	143	11	time	time	NOUN
fumecheng-135	143	12	-	-	PUNCT
fumecheng-135	143	13	step	step	NOUN
fumecheng-135	143	14	,	,	PUNCT
fumecheng-135	143	15	the	the	DET
fumecheng-135	143	16	fe	fe	NOUN
fumecheng-135	143	17	system	system	NOUN
fumecheng-135	143	18	of	of	ADP
fumecheng-135	143	19	equations	equation	NOUN
fumecheng-135	143	20	(	(	PUNCT
fumecheng-135	143	21	eq	eq	NOUN
fumecheng-135	143	22	.	.	PUNCT
fumecheng-135	144	1	(	(	PUNCT
fumecheng-135	144	2	14	14	NUM
fumecheng-135	144	3	)	)	PUNCT
fumecheng-135	144	4	)	)	PUNCT
fumecheng-135	144	5	is	be	AUX
fumecheng-135	144	6	solved	solve	VERB
fumecheng-135	144	7	to	to	PART
fumecheng-135	144	8	obtain	obtain	VERB
fumecheng-135	144	9	the	the	DET
fumecheng-135	144	10	nodal	nodal	ADJ
fumecheng-135	144	11	velocities	velocity	NOUN
fumecheng-135	144	12	and	and	CCONJ
fumecheng-135	144	13	,	,	PUNCT
fumecheng-135	144	14	thus	thus	ADV
fumecheng-135	144	15	,	,	PUNCT
fumecheng-135	144	16	update	update	VERB
fumecheng-135	144	17	the	the	DET
fumecheng-135	144	18	configuration	configuration	NOUN
fumecheng-135	144	19	.	.	PUNCT
fumecheng-135	145	1	since	since	SCONJ
fumecheng-135	145	2	the	the	DET
fumecheng-135	145	3	system	system	NOUN
fumecheng-135	145	4	matrix	matrix	NOUN
fumecheng-135	145	5	,	,	PUNCT
fumecheng-135	145	6	ã	ã	PROPN
fumecheng-135	145	7	t	t	PROPN
fumecheng-135	145	8	,	,	PUNCT
fumecheng-135	145	9	is	be	AUX
fumecheng-135	145	10	a	a	DET
fumecheng-135	145	11	positive	positive	ADJ
fumecheng-135	145	12	definite	definite	ADJ
fumecheng-135	145	13	matrix	matrix	NOUN
fumecheng-135	145	14	,	,	PUNCT
fumecheng-135	145	15	the	the	DET
fumecheng-135	145	16	authors	author	NOUN
fumecheng-135	145	17	'	'	PART
fumecheng-135	145	18	choice	choice	NOUN
fumecheng-135	145	19	is	be	AUX
fumecheng-135	145	20	a	a	DET
fumecheng-135	145	21	preconditioned	precondition	VERB
fumecheng-135	145	22	conjugate	conjugate	ADJ
fumecheng-135	145	23	gradient	gradient	NOUN
fumecheng-135	145	24	solver	solver	NOUN
fumecheng-135	145	25	,	,	PUNCT
fumecheng-135	145	26	optimized	optimize	VERB
fumecheng-135	145	27	for	for	ADP
fumecheng-135	145	28	working	work	VERB
fumecheng-135	145	29	on	on	ADP
fumecheng-135	145	30	block	block	NOUN
fumecheng-135	145	31	compressed	compress	VERB
fumecheng-135	145	32	row	row	NOUN
fumecheng-135	145	33	storage	storage	NOUN
fumecheng-135	145	34	sparse	sparse	ADJ
fumecheng-135	145	35	matrices	matrix	NOUN
fumecheng-135	145	36	.	.	PUNCT
fumecheng-135	146	1	the	the	DET
fumecheng-135	146	2	basic	basic	ADJ
fumecheng-135	146	3	idea	idea	NOUN
fumecheng-135	146	4	of	of	ADP
fumecheng-135	146	5	an	an	DET
fumecheng-135	146	6	iterative	iterative	NOUN
fumecheng-135	146	7	solver	solver	NOUN
fumecheng-135	146	8	is	be	AUX
fumecheng-135	146	9	that	that	SCONJ
fumecheng-135	146	10	it	it	PRON
fumecheng-135	146	11	starts	start	VERB
fumecheng-135	146	12	out	out	ADP
fumecheng-135	146	13	with	with	ADP
fumecheng-135	146	14	an	an	DET
fumecheng-135	146	15	initial	initial	ADJ
fumecheng-135	146	16	guess	guess	NOUN
fumecheng-135	146	17	,	,	PUNCT
fumecheng-135	146	18	i.e.	i.e.	X
fumecheng-135	146	19	initial	initial	ADJ
fumecheng-135	146	20	solution	solution	NOUN
fumecheng-135	146	21	vector	vector	NOUN
fumecheng-135	146	22	,	,	PUNCT
fumecheng-135	146	23	and	and	CCONJ
fumecheng-135	146	24	goes	go	VERB
fumecheng-135	146	25	through	through	ADP
fumecheng-135	146	26	an	an	DET
fumecheng-135	146	27	iterative	iterative	NOUN
fumecheng-135	146	28	process	process	NOUN
fumecheng-135	146	29	to	to	PART
fumecheng-135	146	30	update	update	VERB
fumecheng-135	146	31	the	the	DET
fumecheng-135	146	32	solution	solution	NOUN
fumecheng-135	146	33	vector	vector	NOUN
fumecheng-135	146	34	in	in	ADP
fumecheng-135	146	35	each	each	DET
fumecheng-135	146	36	iteration	iteration	NOUN
fumecheng-135	146	37	.	.	PUNCT
fumecheng-135	147	1	a	a	DET
fumecheng-135	147	2	pre	pre	ADJ
fumecheng-135	147	3	-	-	ADJ
fumecheng-135	147	4	conditioner	conditioner	NOUN
fumecheng-135	147	5	matrix	matrix	NOUN
fumecheng-135	147	6	is	be	AUX
fumecheng-135	147	7	used	use	VERB
fumecheng-135	147	8	to	to	PART
fumecheng-135	147	9	provide	provide	VERB
fumecheng-135	147	10	a	a	DET
fumecheng-135	147	11	faster	fast	ADJ
fumecheng-135	147	12	convergence	convergence	NOUN
fumecheng-135	147	13	to	to	ADP
fumecheng-135	147	14	the	the	DET
fumecheng-135	147	15	solution	solution	NOUN
fumecheng-135	147	16	.	.	PUNCT
fumecheng-135	148	1	a	a	DET
fumecheng-135	148	2	convergence	convergence	NOUN
fumecheng-135	148	3	criterion	criterion	NOUN
fumecheng-135	148	4	is	be	AUX
fumecheng-135	148	5	used	use	VERB
fumecheng-135	148	6	to	to	PART
fumecheng-135	148	7	determine	determine	VERB
fumecheng-135	148	8	whether	whether	SCONJ
fumecheng-135	148	9	the	the	DET
fumecheng-135	148	10	accuracy	accuracy	NOUN
fumecheng-135	148	11	of	of	ADP
fumecheng-135	148	12	the	the	DET
fumecheng-135	148	13	solution	solution	NOUN
fumecheng-135	148	14	is	be	AUX
fumecheng-135	148	15	acceptable	acceptable	ADJ
fumecheng-135	148	16	or	or	CCONJ
fumecheng-135	148	17	more	more	ADJ
fumecheng-135	148	18	iteration	iteration	NOUN
fumecheng-135	148	19	steps	step	NOUN
fumecheng-135	148	20	are	be	AUX
fumecheng-135	148	21	needed	need	VERB
fumecheng-135	148	22	to	to	PART
fumecheng-135	148	23	improve	improve	VERB
fumecheng-135	148	24	the	the	DET
fumecheng-135	148	25	accuracy	accuracy	NOUN
fumecheng-135	148	26	.	.	PUNCT
fumecheng-135	149	1	the	the	DET
fumecheng-135	149	2	preconditioned	precondition	VERB
fumecheng-135	149	3	conjugate	conjugate	ADJ
fumecheng-135	149	4	gradient	gradient	NOUN
fumecheng-135	149	5	method	method	NOUN
fumecheng-135	149	6	involves	involve	VERB
fumecheng-135	149	7	three	three	NUM
fumecheng-135	149	8	matrix	matrix	NOUN
fumecheng-135	149	9	-	-	PUNCT
fumecheng-135	149	10	vector	vector	NOUN
fumecheng-135	149	11	products	product	NOUN
fumecheng-135	149	12	,	,	PUNCT
fumecheng-135	149	13	three	three	NUM
fumecheng-135	149	14	vector	vector	NOUN
fumecheng-135	149	15	updates	update	NOUN
fumecheng-135	149	16	and	and	CCONJ
fumecheng-135	149	17	four	four	NUM
fumecheng-135	149	18	inner	inner	ADJ
fumecheng-135	149	19	products	product	NOUN
fumecheng-135	149	20	per	per	ADP
fumecheng-135	149	21	iteration	iteration	NOUN
fumecheng-135	149	22	.	.	PUNCT
fumecheng-135	150	1	the	the	DET
fumecheng-135	150	2	number	number	NOUN
fumecheng-135	150	3	of	of	ADP
fumecheng-135	150	4	operations	operation	NOUN
fumecheng-135	150	5	is	be	AUX
fumecheng-135	150	6	somewhat	somewhat	ADV
fumecheng-135	150	7	greater	great	ADJ
fumecheng-135	150	8	compared	compare	VERB
fumecheng-135	150	9	to	to	ADP
fumecheng-135	150	10	the	the	DET
fumecheng-135	150	11	conjugate	conjugate	ADJ
fumecheng-135	150	12	gradient	gradient	NOUN
fumecheng-135	150	13	method	method	NOUN
fumecheng-135	150	14	without	without	ADP
fumecheng-135	150	15	preconditioning	precondition	VERB
fumecheng-135	150	16	,	,	PUNCT
fumecheng-135	150	17	but	but	CCONJ
fumecheng-135	150	18	the	the	DET
fumecheng-135	150	19	"	"	PUNCT
fumecheng-135	150	20	pre	pre	ADJ
fumecheng-135	150	21	-	-	ADJ
fumecheng-135	150	22	conditioned	conditioned	ADJ
fumecheng-135	150	23	version	version	NOUN
fumecheng-135	150	24	"	"	PUNCT
fumecheng-135	150	25	is	be	AUX
fumecheng-135	150	26	more	more	ADV
fumecheng-135	150	27	effective	effective	ADJ
fumecheng-135	150	28	provided	provide	VERB
fumecheng-135	150	29	the	the	DET
fumecheng-135	150	30	pre	pre	NOUN
fumecheng-135	150	31	-	-	NOUN
fumecheng-135	150	32	conditioner	conditioner	NOUN
fumecheng-135	150	33	is	be	AUX
fumecheng-135	150	34	well	well	ADV
fumecheng-135	150	35	chosen	choose	VERB
fumecheng-135	150	36	and	and	CCONJ
fumecheng-135	150	37	reduces	reduce	VERB
fumecheng-135	150	38	the	the	DET
fumecheng-135	150	39	system	system	NOUN
fumecheng-135	150	40	condition	condition	NOUN
fumecheng-135	150	41	number	number	NOUN
fumecheng-135	150	42	.	.	PUNCT
fumecheng-135	151	1	in	in	ADP
fumecheng-135	151	2	this	this	DET
fumecheng-135	151	3	manner	manner	NOUN
fumecheng-135	151	4	,	,	PUNCT
fumecheng-135	151	5	the	the	DET
fumecheng-135	151	6	pre	pre	NOUN
fumecheng-135	151	7	-	-	NOUN
fumecheng-135	151	8	conditioner	conditioner	NOUN
fumecheng-135	151	9	improves	improve	VERB
fumecheng-135	151	10	the	the	DET
fumecheng-135	151	11	convergence	convergence	NOUN
fumecheng-135	151	12	rate	rate	NOUN
fumecheng-135	151	13	of	of	ADP
fumecheng-135	151	14	the	the	DET
fumecheng-135	151	15	method	method	NOUN
fumecheng-135	151	16	enough	enough	ADV
fumecheng-135	151	17	to	to	PART
fumecheng-135	151	18	make	make	VERB
fumecheng-135	151	19	up	up	ADP
fumecheng-135	151	20	for	for	ADP
fumecheng-135	151	21	the	the	DET
fumecheng-135	151	22	additional	additional	ADJ
fumecheng-135	151	23	cost	cost	NOUN
fumecheng-135	151	24	caused	cause	VERB
fumecheng-135	151	25	by	by	ADP
fumecheng-135	151	26	the	the	DET
fumecheng-135	151	27	conditioning	conditioning	NOUN
fumecheng-135	151	28	.	.	PUNCT
fumecheng-135	152	1	the	the	DET
fumecheng-135	152	2	solver	solver	NOUN
fumecheng-135	152	3	also	also	ADV
fumecheng-135	152	4	provides	provide	VERB
fumecheng-135	152	5	a	a	DET
fumecheng-135	152	6	very	very	ADV
fumecheng-135	152	7	easy	easy	ADJ
fumecheng-135	152	8	way	way	NOUN
fumecheng-135	152	9	of	of	ADP
fumecheng-135	152	10	performing	perform	VERB
fumecheng-135	152	11	a	a	DET
fumecheng-135	152	12	trade	trade	NOUN
fumecheng-135	152	13	-	-	PUNCT
fumecheng-135	152	14	off	off	NOUN
fumecheng-135	152	15	between	between	ADP
fumecheng-135	152	16	the	the	DET
fumecheng-135	152	17	solution	solution	NOUN
fumecheng-135	152	18	accuracy	accuracy	NOUN
fumecheng-135	152	19	and	and	CCONJ
fumecheng-135	152	20	computational	computational	ADJ
fumecheng-135	152	21	effort	effort	NOUN
fumecheng-135	152	22	by	by	ADP
fumecheng-135	152	23	limiting	limit	VERB
fumecheng-135	152	24	the	the	DET
fumecheng-135	152	25	number	number	NOUN
fumecheng-135	152	26	of	of	ADP
fumecheng-135	152	27	performed	perform	VERB
fumecheng-135	152	28	iterations	iteration	NOUN
fumecheng-135	152	29	.	.	PUNCT
fumecheng-135	153	1	furthermore	furthermore	ADV
fumecheng-135	153	2	,	,	PUNCT
fumecheng-135	153	3	the	the	DET
fumecheng-135	153	4	efficiency	efficiency	NOUN
fumecheng-135	153	5	of	of	ADP
fumecheng-135	153	6	the	the	DET
fumecheng-135	153	7	iterative	iterative	NOUN
fumecheng-135	153	8	solver	solver	NOUN
fumecheng-135	153	9	can	can	AUX
fumecheng-135	153	10	be	be	AUX
fumecheng-135	153	11	noticeably	noticeably	ADV
fumecheng-135	153	12	improved	improve	VERB
fumecheng-135	153	13	by	by	ADP
fumecheng-135	153	14	a	a	DET
fumecheng-135	153	15	reasonable	reasonable	ADJ
fumecheng-135	153	16	choice	choice	NOUN
fumecheng-135	153	17	of	of	ADP
fumecheng-135	153	18	starting	start	VERB
fumecheng-135	153	19	vector	vector	NOUN
fumecheng-135	153	20	of	of	ADP
fumecheng-135	153	21	the	the	DET
fumecheng-135	153	22	iterative	iterative	NOUN
fumecheng-135	153	23	process	process	NOUN
fumecheng-135	153	24	.	.	PUNCT
fumecheng-135	154	1	this	this	PRON
fumecheng-135	154	2	is	be	AUX
fumecheng-135	154	3	particularly	particularly	ADV
fumecheng-135	154	4	interesting	interesting	ADJ
fumecheng-135	154	5	in	in	ADP
fumecheng-135	154	6	dynamics	dynamic	NOUN
fumecheng-135	154	7	with	with	ADP
fumecheng-135	154	8	the	the	DET
fumecheng-135	154	9	system	system	NOUN
fumecheng-135	154	10	of	of	ADP
fumecheng-135	154	11	equations	equation	NOUN
fumecheng-135	154	12	solved	solve	VERB
fumecheng-135	154	13	for	for	ADP
fumecheng-135	154	14	nodal	nodal	ADJ
fumecheng-135	154	15	velocities	velocity	NOUN
fumecheng-135	154	16	.	.	PUNCT
fumecheng-135	155	1	namely	namely	ADV
fumecheng-135	155	2	,	,	PUNCT
fumecheng-135	155	3	the	the	DET
fumecheng-135	155	4	nodal	nodal	ADJ
fumecheng-135	155	5	velocities	velocity	NOUN
fumecheng-135	155	6	typically	typically	ADV
fumecheng-135	155	7	do	do	AUX
fumecheng-135	155	8	not	not	PART
fumecheng-135	155	9	change	change	VERB
fumecheng-135	155	10	dramatically	dramatically	ADV
fumecheng-135	155	11	within	within	ADP
fumecheng-135	155	12	a	a	DET
fumecheng-135	155	13	time	time	NOUN
fumecheng-135	155	14	-	-	PUNCT
fumecheng-135	155	15	step	step	NOUN
fumecheng-135	155	16	.	.	PUNCT
fumecheng-135	156	1	hence	hence	ADV
fumecheng-135	156	2	,	,	PUNCT
fumecheng-135	156	3	a	a	DET
fumecheng-135	156	4	good	good	ADJ
fumecheng-135	156	5	choice	choice	NOUN
fumecheng-135	156	6	would	would	AUX
fumecheng-135	156	7	be	be	AUX
fumecheng-135	156	8	to	to	PART
fumecheng-135	156	9	take	take	VERB
fumecheng-135	156	10	the	the	DET
fumecheng-135	156	11	velocities	velocity	NOUN
fumecheng-135	156	12	from	from	ADP
fumecheng-135	156	13	the	the	DET
fumecheng-135	156	14	previous	previous	ADJ
fumecheng-135	156	15	time	time	NOUN
fumecheng-135	156	16	-	-	PUNCT
fumecheng-135	156	17	step	step	NOUN
fumecheng-135	156	18	as	as	ADP
fumecheng-135	156	19	a	a	DET
fumecheng-135	156	20	starting	starting	NOUN
fumecheng-135	156	21	vector	vector	NOUN
fumecheng-135	156	22	for	for	ADP
fumecheng-135	156	23	the	the	DET
fumecheng-135	156	24	iterative	iterative	NOUN
fumecheng-135	156	25	solver	solver	ADV
fumecheng-135	156	26	in	in	ADP
fumecheng-135	156	27	the	the	DET
fumecheng-135	156	28	next	next	ADJ
fumecheng-135	156	29	time	time	NOUN
fumecheng-135	156	30	-	-	PUNCT
fumecheng-135	156	31	step	step	NOUN
fumecheng-135	156	32	.	.	PUNCT
fumecheng-135	157	1	this	this	PRON
fumecheng-135	157	2	improves	improve	VERB
fumecheng-135	157	3	the	the	DET
fumecheng-135	157	4	numerical	numerical	ADJ
fumecheng-135	157	5	efficiency	efficiency	NOUN
fumecheng-135	157	6	of	of	ADP
fumecheng-135	157	7	simulation	simulation	NOUN
fumecheng-135	157	8	as	as	SCONJ
fumecheng-135	157	9	fewer	few	ADJ
fumecheng-135	157	10	iteration	iteration	NOUN
fumecheng-135	157	11	steps	step	NOUN
fumecheng-135	157	12	are	be	AUX
fumecheng-135	157	13	needed	need	VERB
fumecheng-135	157	14	to	to	PART
fumecheng-135	157	15	arrive	arrive	VERB
fumecheng-135	157	16	at	at	ADP
fumecheng-135	157	17	the	the	DET
fumecheng-135	157	18	solution	solution	NOUN
fumecheng-135	157	19	.	.	PUNCT
fumecheng-135	158	1	an	an	DET
fumecheng-135	158	2	approach	approach	NOUN
fumecheng-135	158	3	to	to	ADP
fumecheng-135	158	4	efficient	efficient	ADJ
fumecheng-135	158	5	fem	fem	NOUN
fumecheng-135	158	6	simulations	simulation	NOUN
fumecheng-135	158	7	on	on	ADP
fumecheng-135	158	8	graphics	graphic	NOUN
fumecheng-135	158	9	processing	processing	NOUN
fumecheng-135	158	10	units	unit	NOUN
fumecheng-135	158	11	using	use	VERB
fumecheng-135	158	12	cuda	cuda	NOUN
fumecheng-135	158	13	23	23	NUM
fumecheng-135	158	14	8	8	NUM
fumecheng-135	158	15	.	.	PUNCT
fumecheng-135	158	16	results	result	NOUN
fumecheng-135	158	17	to	to	PART
fumecheng-135	158	18	provide	provide	VERB
fumecheng-135	158	19	a	a	DET
fumecheng-135	158	20	glimpse	glimpse	NOUN
fumecheng-135	158	21	of	of	ADP
fumecheng-135	158	22	the	the	DET
fumecheng-135	158	23	results	result	NOUN
fumecheng-135	158	24	achievable	achievable	ADJ
fumecheng-135	158	25	by	by	ADP
fumecheng-135	158	26	the	the	DET
fumecheng-135	158	27	presented	present	VERB
fumecheng-135	158	28	co	co	ADJ
fumecheng-135	158	29	-	-	ADJ
fumecheng-135	158	30	rotational	rotational	ADJ
fumecheng-135	158	31	fem	fem	NOUN
fumecheng-135	158	32	formulation	formulation	NOUN
fumecheng-135	158	33	,	,	PUNCT
fumecheng-135	158	34	a	a	DET
fumecheng-135	158	35	liver	liver	NOUN
fumecheng-135	158	36	model	model	NOUN
fumecheng-135	158	37	depicted	depict	VERB
fumecheng-135	158	38	in	in	ADP
fumecheng-135	158	39	fig	fig	NOUN
fumecheng-135	158	40	.	.	PUNCT
fumecheng-135	159	1	3	3	NUM
fumecheng-135	159	2	is	be	AUX
fumecheng-135	159	3	used	use	VERB
fumecheng-135	159	4	.	.	PUNCT
fumecheng-135	160	1	the	the	DET
fumecheng-135	160	2	model	model	NOUN
fumecheng-135	160	3	implements	implement	VERB
fumecheng-135	160	4	the	the	DET
fumecheng-135	160	5	coupledmeshed	coupledmeshe	VERB
fumecheng-135	160	6	technique	technique	NOUN
fumecheng-135	160	7	[	[	X
fumecheng-135	160	8	7	7	NUM
fumecheng-135	160	9	]	]	PUNCT
fumecheng-135	160	10	to	to	PART
fumecheng-135	160	11	couple	couple	VERB
fumecheng-135	160	12	the	the	DET
fumecheng-135	160	13	triangulated	triangulate	VERB
fumecheng-135	160	14	surface	surface	NOUN
fumecheng-135	160	15	mesh	mesh	NOUN
fumecheng-135	160	16	(	(	PUNCT
fumecheng-135	160	17	2598	2598	NUM
fumecheng-135	160	18	vertices	vertex	NOUN
fumecheng-135	160	19	and	and	CCONJ
fumecheng-135	160	20	5192	5192	NUM
fumecheng-135	160	21	faces	face	NOUN
fumecheng-135	160	22	)	)	PUNCT
fumecheng-135	160	23	to	to	ADP
fumecheng-135	160	24	the	the	DET
fumecheng-135	160	25	fem	fem	NOUN
fumecheng-135	160	26	model	model	NOUN
fumecheng-135	160	27	(	(	PUNCT
fumecheng-135	160	28	660	660	NUM
fumecheng-135	160	29	nodes	node	NOUN
fumecheng-135	160	30	and	and	CCONJ
fumecheng-135	160	31	2640	2640	NUM
fumecheng-135	160	32	elements	element	NOUN
fumecheng-135	160	33	)	)	PUNCT
fumecheng-135	160	34	.	.	PUNCT
fumecheng-135	161	1	this	this	DET
fumecheng-135	161	2	technique	technique	NOUN
fumecheng-135	161	3	is	be	AUX
fumecheng-135	161	4	adopted	adopt	VERB
fumecheng-135	161	5	to	to	PART
fumecheng-135	161	6	enable	enable	VERB
fumecheng-135	161	7	modeling	modeling	NOUN
fumecheng-135	161	8	of	of	ADP
fumecheng-135	161	9	rather	rather	ADV
fumecheng-135	161	10	complex	complex	ADJ
fumecheng-135	161	11	geometries	geometry	NOUN
fumecheng-135	161	12	by	by	ADP
fumecheng-135	161	13	means	mean	NOUN
fumecheng-135	161	14	of	of	ADP
fumecheng-135	161	15	computationally	computationally	ADV
fumecheng-135	161	16	not	not	PART
fumecheng-135	161	17	too	too	ADV
fumecheng-135	161	18	demanding	demand	VERB
fumecheng-135	161	19	fem	fem	NOUN
fumecheng-135	161	20	models	model	NOUN
fumecheng-135	161	21	.	.	PUNCT
fumecheng-135	162	1	the	the	DET
fumecheng-135	162	2	approach	approach	NOUN
fumecheng-135	162	3	represents	represent	VERB
fumecheng-135	162	4	a	a	DET
fumecheng-135	162	5	promising	promising	ADJ
fumecheng-135	162	6	solution	solution	NOUN
fumecheng-135	162	7	for	for	ADP
fumecheng-135	162	8	various	various	ADJ
fumecheng-135	162	9	types	type	NOUN
fumecheng-135	162	10	of	of	ADP
fumecheng-135	162	11	virtual	virtual	ADJ
fumecheng-135	162	12	reality	reality	NOUN
fumecheng-135	162	13	applications	application	NOUN
fumecheng-135	162	14	,	,	PUNCT
fumecheng-135	162	15	such	such	ADJ
fumecheng-135	162	16	as	as	ADP
fumecheng-135	162	17	virtual	virtual	ADJ
fumecheng-135	162	18	surgery	surgery	NOUN
fumecheng-135	162	19	in	in	ADP
fumecheng-135	162	20	this	this	DET
fumecheng-135	162	21	specific	specific	ADJ
fumecheng-135	162	22	case	case	NOUN
fumecheng-135	162	23	.	.	PUNCT
fumecheng-135	163	1	a	a	DET
fumecheng-135	163	2	)	)	PUNCT
fumecheng-135	163	3	b	b	NOUN
fumecheng-135	163	4	)	)	PUNCT
fumecheng-135	163	5	c	c	NOUN
fumecheng-135	163	6	)	)	PUNCT
fumecheng-135	163	7	fig	fig	NOUN
fumecheng-135	163	8	.	.	PUNCT
fumecheng-135	164	1	3	3	NUM
fumecheng-135	164	2	liver	liver	NOUN
fumecheng-135	164	3	model	model	NOUN
fumecheng-135	164	4	:	:	PUNCT
fumecheng-135	164	5	a	a	X
fumecheng-135	164	6	)	)	PUNCT
fumecheng-135	164	7	surface	surface	NOUN
fumecheng-135	164	8	vertices	vertex	NOUN
fumecheng-135	164	9	;	;	PUNCT
fumecheng-135	164	10	b	b	X
fumecheng-135	164	11	)	)	PUNCT
fumecheng-135	164	12	triangulated	triangulate	VERB
fumecheng-135	164	13	surface	surface	NOUN
fumecheng-135	164	14	;	;	PUNCT
fumecheng-135	164	15	c	c	X
fumecheng-135	164	16	)	)	PUNCT
fumecheng-135	164	17	fe	fe	ADJ
fumecheng-135	164	18	-	-	PUNCT
fumecheng-135	164	19	mesh	mesh	NOUN
fumecheng-135	164	20	fig	fig	NOUN
fumecheng-135	164	21	.	.	PUNCT
fumecheng-135	165	1	4	4	NUM
fumecheng-135	165	2	gives	give	VERB
fumecheng-135	165	3	a	a	DET
fumecheng-135	165	4	few	few	ADJ
fumecheng-135	165	5	snapshots	snapshot	NOUN
fumecheng-135	165	6	from	from	ADP
fumecheng-135	165	7	an	an	DET
fumecheng-135	165	8	interactive	interactive	ADJ
fumecheng-135	165	9	simulation	simulation	NOUN
fumecheng-135	165	10	with	with	ADP
fumecheng-135	165	11	the	the	DET
fumecheng-135	165	12	aforementioned	aforementioned	ADJ
fumecheng-135	165	13	liver	liver	NOUN
fumecheng-135	165	14	model	model	NOUN
fumecheng-135	165	15	.	.	PUNCT
fumecheng-135	166	1	although	although	SCONJ
fumecheng-135	166	2	large	large	ADJ
fumecheng-135	166	3	,	,	PUNCT
fumecheng-135	166	4	the	the	DET
fumecheng-135	166	5	deformations	deformation	NOUN
fumecheng-135	166	6	appear	appear	VERB
fumecheng-135	166	7	realistic	realistic	ADJ
fumecheng-135	166	8	and	and	CCONJ
fumecheng-135	166	9	they	they	PRON
fumecheng-135	166	10	do	do	AUX
fumecheng-135	166	11	not	not	PART
fumecheng-135	166	12	exhibit	exhibit	VERB
fumecheng-135	166	13	artificial	artificial	ADJ
fumecheng-135	166	14	enlargement	enlargement	NOUN
fumecheng-135	166	15	typical	typical	ADJ
fumecheng-135	166	16	for	for	ADP
fumecheng-135	166	17	linear	linear	ADJ
fumecheng-135	166	18	analysis	analysis	NOUN
fumecheng-135	166	19	.	.	PUNCT
fumecheng-135	167	1	fig	fig	NOUN
fumecheng-135	167	2	.	.	PUNCT
fumecheng-135	168	1	4	4	NUM
fumecheng-135	168	2	large	large	ADJ
fumecheng-135	168	3	realistic	realistic	ADJ
fumecheng-135	168	4	liver	liver	NOUN
fumecheng-135	168	5	model	model	NOUN
fumecheng-135	168	6	deformations	deformation	NOUN
fumecheng-135	168	7	during	during	ADP
fumecheng-135	168	8	a	a	DET
fumecheng-135	168	9	dynamic	dynamic	ADJ
fumecheng-135	168	10	interactive	interactive	ADJ
fumecheng-135	168	11	simulation	simulation	NOUN
fumecheng-135	168	12	to	to	PART
fumecheng-135	168	13	evaluate	evaluate	VERB
fumecheng-135	168	14	the	the	DET
fumecheng-135	168	15	computational	computational	ADJ
fumecheng-135	168	16	speed	speed	NOUN
fumecheng-135	168	17	-	-	PUNCT
fumecheng-135	168	18	up	up	NOUN
fumecheng-135	168	19	that	that	SCONJ
fumecheng-135	168	20	the	the	DET
fumecheng-135	168	21	proposed	propose	VERB
fumecheng-135	168	22	gpu	gpu	NOUN
fumecheng-135	168	23	implementation	implementation	NOUN
fumecheng-135	168	24	offers	offer	NOUN
fumecheng-135	168	25	,	,	PUNCT
fumecheng-135	168	26	the	the	DET
fumecheng-135	168	27	performance	performance	NOUN
fumecheng-135	168	28	of	of	ADP
fumecheng-135	168	29	a	a	DET
fumecheng-135	168	30	single	single	ADJ
fumecheng-135	168	31	-	-	PUNCT
fumecheng-135	168	32	threaded	thread	VERB
fumecheng-135	168	33	dual	dual	ADJ
fumecheng-135	168	34	-	-	PUNCT
fumecheng-135	168	35	core	core	NOUN
fumecheng-135	168	36	intel	intel	NOUN
fumecheng-135	168	37	core2duo	core2duo	NUM
fumecheng-135	168	38	t7200	t7200	NOUN
fumecheng-135	168	39	processor	processor	NOUN
fumecheng-135	168	40	running	run	VERB
fumecheng-135	168	41	at	at	ADP
fumecheng-135	168	42	2	2	NUM
fumecheng-135	168	43	ghz	ghz	NOUN
fumecheng-135	168	44	is	be	AUX
fumecheng-135	168	45	compared	compare	VERB
fumecheng-135	168	46	with	with	ADP
fumecheng-135	168	47	the	the	DET
fumecheng-135	168	48	performance	performance	NOUN
fumecheng-135	168	49	achieved	achieve	VERB
fumecheng-135	168	50	by	by	ADP
fumecheng-135	168	51	a	a	DET
fumecheng-135	168	52	geforce	geforce	NOUN
fumecheng-135	168	53	gtx	gtx	PROPN
fumecheng-135	168	54	8800	8800	NUM
fumecheng-135	168	55	graphics	graphic	NOUN
fumecheng-135	168	56	card	card	NOUN
fumecheng-135	168	57	with	with	ADP
fumecheng-135	168	58	128	128	NUM
fumecheng-135	168	59	stream	stream	NOUN
fumecheng-135	168	60	processors	processor	NOUN
fumecheng-135	168	61	and	and	CCONJ
fumecheng-135	168	62	a	a	DET
fumecheng-135	168	63	core	core	NOUN
fumecheng-135	168	64	clock	clock	NOUN
fumecheng-135	168	65	-	-	PUNCT
fumecheng-135	168	66	speed	speed	NOUN
fumecheng-135	168	67	of	of	ADP
fumecheng-135	168	68	575	575	NUM
fumecheng-135	168	69	mhz	mhz	NOUN
fumecheng-135	168	70	.	.	PUNCT
fumecheng-135	169	1	a	a	DET
fumecheng-135	169	2	synthetic	synthetic	ADJ
fumecheng-135	169	3	mesh	mesh	NOUN
fumecheng-135	169	4	generator	generator	NOUN
fumecheng-135	169	5	that	that	PRON
fumecheng-135	169	6	produces	produce	VERB
fumecheng-135	169	7	tetrahedron	tetrahedron	NOUN
fumecheng-135	169	8	meshes	mesh	NOUN
fumecheng-135	169	9	with	with	ADP
fumecheng-135	169	10	evenly	evenly	ADV
fumecheng-135	169	11	distributed	distribute	VERB
fumecheng-135	169	12	elements	element	NOUN
fumecheng-135	169	13	is	be	AUX
fumecheng-135	169	14	used	use	VERB
fumecheng-135	169	15	for	for	ADP
fumecheng-135	169	16	generating	generate	VERB
fumecheng-135	169	17	fem	fem	NOUN
fumecheng-135	169	18	models	model	NOUN
fumecheng-135	169	19	.	.	PUNCT
fumecheng-135	170	1	the	the	DET
fumecheng-135	170	2	size	size	NOUN
fumecheng-135	170	3	of	of	ADP
fumecheng-135	170	4	the	the	DET
fumecheng-135	170	5	generated	generate	VERB
fumecheng-135	170	6	fem	fem	NOUN
fumecheng-135	170	7	models	model	NOUN
fumecheng-135	170	8	ranges	range	VERB
fumecheng-135	170	9	from	from	ADP
fumecheng-135	170	10	2500	2500	NUM
fumecheng-135	170	11	to	to	ADP
fumecheng-135	170	12	20000	20000	NUM
fumecheng-135	170	13	elements	element	NOUN
fumecheng-135	170	14	.	.	PUNCT
fumecheng-135	171	1	as	as	ADP
fumecheng-135	171	2	for	for	ADP
fumecheng-135	171	3	the	the	DET
fumecheng-135	171	4	boundary	boundary	ADJ
fumecheng-135	171	5	conditions	condition	NOUN
fumecheng-135	171	6	,	,	PUNCT
fumecheng-135	171	7	a	a	DET
fumecheng-135	171	8	chosen	choose	VERB
fumecheng-135	171	9	set	set	NOUN
fumecheng-135	171	10	of	of	ADP
fumecheng-135	171	11	nodes	node	NOUN
fumecheng-135	171	12	is	be	AUX
fumecheng-135	171	13	fixed	fix	VERB
fumecheng-135	171	14	,	,	PUNCT
fumecheng-135	171	15	while	while	SCONJ
fumecheng-135	171	16	the	the	DET
fumecheng-135	171	17	structure	structure	NOUN
fumecheng-135	171	18	is	be	AUX
fumecheng-135	171	19	exposed	expose	VERB
fumecheng-135	171	20	to	to	ADP
fumecheng-135	171	21	the	the	DET
fumecheng-135	171	22	influence	influence	NOUN
fumecheng-135	171	23	of	of	ADP
fumecheng-135	171	24	gravity	gravity	NOUN
fumecheng-135	171	25	.	.	PUNCT
fumecheng-135	172	1	the	the	DET
fumecheng-135	172	2	preconditioned	precondition	VERB
fumecheng-135	172	3	conjugate	conjugate	NOUN
fumecheng-135	172	4	gradient	gradient	NOUN
fumecheng-135	172	5	solver	solver	ADV
fumecheng-135	172	6	discussed	discuss	VERB
fumecheng-135	172	7	above	above	ADV
fumecheng-135	172	8	is	be	AUX
fumecheng-135	172	9	set	set	VERB
fumecheng-135	172	10	to	to	PART
fumecheng-135	172	11	run	run	VERB
fumecheng-135	172	12	exactly	exactly	ADV
fumecheng-135	172	13	20	20	NUM
fumecheng-135	172	14	iterations	iteration	NOUN
fumecheng-135	172	15	in	in	ADP
fumecheng-135	172	16	each	each	DET
fumecheng-135	172	17	time	time	NOUN
fumecheng-135	172	18	-	-	PUNCT
fumecheng-135	172	19	step	step	NOUN
fumecheng-135	172	20	so	so	SCONJ
fumecheng-135	172	21	that	that	SCONJ
fumecheng-135	172	22	a	a	DET
fumecheng-135	172	23	direct	direct	ADJ
fumecheng-135	172	24	comparison	comparison	NOUN
fumecheng-135	172	25	between	between	ADP
fumecheng-135	172	26	the	the	DET
fumecheng-135	172	27	cpu	cpu	NOUN
fumecheng-135	172	28	and	and	CCONJ
fumecheng-135	172	29	gpu	gpu	NOUN
fumecheng-135	172	30	performances	performance	NOUN
fumecheng-135	172	31	can	can	AUX
fumecheng-135	172	32	be	be	AUX
fumecheng-135	172	33	done	do	VERB
fumecheng-135	172	34	.	.	PUNCT
fumecheng-135	173	1	the	the	DET
fumecheng-135	173	2	diagram	diagram	NOUN
fumecheng-135	173	3	in	in	ADP
fumecheng-135	173	4	fig	fig	NOUN
fumecheng-135	173	5	.	.	PUNCT
fumecheng-135	174	1	5	5	NUM
fumecheng-135	174	2	,	,	PUNCT
fumecheng-135	174	3	left	leave	VERB
fumecheng-135	174	4	,	,	PUNCT
fumecheng-135	174	5	shows	show	VERB
fumecheng-135	174	6	the	the	DET
fumecheng-135	174	7	number	number	NOUN
fumecheng-135	174	8	of	of	ADP
fumecheng-135	174	9	frames	frame	NOUN
fumecheng-135	174	10	per	per	ADP
fumecheng-135	174	11	second	second	NOUN
fumecheng-135	174	12	for	for	ADP
fumecheng-135	174	13	the	the	DET
fumecheng-135	174	14	considered	consider	VERB
fumecheng-135	174	15	models	model	NOUN
fumecheng-135	174	16	with	with	ADP
fumecheng-135	174	17	the	the	DET
fumecheng-135	174	18	computations	computation	NOUN
fumecheng-135	174	19	performed	perform	VERB
fumecheng-135	174	20	on	on	ADP
fumecheng-135	174	21	the	the	DET
fumecheng-135	174	22	cpu	cpu	NOUN
fumecheng-135	174	23	and	and	CCONJ
fumecheng-135	174	24	the	the	DET
fumecheng-135	174	25	gpu	gpu	PROPN
fumecheng-135	174	26	.	.	PROPN
fumecheng-135	175	1	one	one	PRON
fumecheng-135	175	2	may	may	AUX
fumecheng-135	175	3	notice	notice	VERB
fumecheng-135	175	4	that	that	SCONJ
fumecheng-135	175	5	the	the	DET
fumecheng-135	175	6	single	single	ADJ
fumecheng-135	175	7	-	-	PUNCT
fumecheng-135	175	8	threaded	thread	VERB
fumecheng-135	175	9	cpu	cpu	NOUN
fumecheng-135	175	10	implementation	implementation	NOUN
fumecheng-135	175	11	exhibits	exhibit	VERB
fumecheng-135	175	12	almost	almost	ADV
fumecheng-135	175	13	a	a	DET
fumecheng-135	175	14	linear	linear	ADJ
fumecheng-135	175	15	dependence	dependence	NOUN
fumecheng-135	175	16	between	between	ADP
fumecheng-135	175	17	the	the	DET
fumecheng-135	175	18	amount	amount	NOUN
fumecheng-135	175	19	of	of	ADP
fumecheng-135	175	20	data	datum	NOUN
fumecheng-135	175	21	to	to	PART
fumecheng-135	175	22	be	be	AUX
fumecheng-135	175	23	processed	process	VERB
fumecheng-135	175	24	and	and	CCONJ
fumecheng-135	175	25	the	the	DET
fumecheng-135	175	26	computational	computational	ADJ
fumecheng-135	175	27	time	time	NOUN
fumecheng-135	175	28	.	.	PUNCT
fumecheng-135	176	1	on	on	ADP
fumecheng-135	176	2	the	the	DET
fumecheng-135	176	3	other	other	ADJ
fumecheng-135	176	4	hand	hand	NOUN
fumecheng-135	176	5	,	,	PUNCT
fumecheng-135	176	6	the	the	DET
fumecheng-135	176	7	gpu	gpu	NOUN
fumecheng-135	176	8	implementation	implementation	NOUN
fumecheng-135	176	9	demonstrates	demonstrate	VERB
fumecheng-135	176	10	better	well	ADJ
fumecheng-135	176	11	utilization	utilization	NOUN
fumecheng-135	176	12	of	of	ADP
fumecheng-135	176	13	available	available	ADJ
fumecheng-135	176	14	computational	computational	ADJ
fumecheng-135	176	15	resources	resource	NOUN
fumecheng-135	176	16	when	when	SCONJ
fumecheng-135	176	17	a	a	DET
fumecheng-135	176	18	larger	large	ADJ
fumecheng-135	176	19	amount	amount	NOUN
fumecheng-135	176	20	of	of	ADP
fumecheng-135	176	21	data	data	NOUN
fumecheng-135	176	22	is	be	AUX
fumecheng-135	176	23	to	to	PART
fumecheng-135	176	24	be	be	AUX
fumecheng-135	176	25	processed	process	VERB
fumecheng-135	176	26	.	.	PUNCT
fumecheng-135	177	1	consequently	consequently	ADV
fumecheng-135	177	2	,	,	PUNCT
fumecheng-135	177	3	fig	fig	NOUN
fumecheng-135	177	4	.	.	PUNCT
fumecheng-135	178	1	5	5	NUM
fumecheng-135	178	2	,	,	PUNCT
fumecheng-135	178	3	right	right	ADJ
fumecheng-135	178	4	,	,	PUNCT
fumecheng-135	178	5	reveals	reveal	VERB
fumecheng-135	178	6	greater	great	ADJ
fumecheng-135	178	7	simulation	simulation	NOUN
fumecheng-135	178	8	speed	speed	NOUN
fumecheng-135	178	9	-	-	PUNCT
fumecheng-135	178	10	up	up	NOUN
fumecheng-135	178	11	achieved	achieve	VERB
fumecheng-135	178	12	by	by	ADP
fumecheng-135	178	13	switching	switch	VERB
fumecheng-135	178	14	from	from	ADP
fumecheng-135	178	15	the	the	DET
fumecheng-135	178	16	cpu	cpu	NOUN
fumecheng-135	178	17	to	to	ADP
fumecheng-135	178	18	the	the	DET
fumecheng-135	178	19	gpu	gpu	NOUN
fumecheng-135	178	20	for	for	ADP
fumecheng-135	178	21	larger	large	ADJ
fumecheng-135	178	22	models	model	NOUN
fumecheng-135	178	23	.	.	PUNCT
fumecheng-135	179	1	24	24	NUM
fumecheng-135	179	2	b.	b.	PROPN
fumecheng-135	179	3	nutti	nutti	PROPN
fumecheng-135	179	4	,	,	PUNCT
fumecheng-135	179	5	d.	d.	PROPN
fumecheng-135	179	6	marinković	marinković	VERB
fumecheng-135	179	7	one	one	NUM
fumecheng-135	179	8	of	of	ADP
fumecheng-135	179	9	the	the	DET
fumecheng-135	179	10	reasons	reason	NOUN
fumecheng-135	179	11	for	for	ADP
fumecheng-135	179	12	that	that	PRON
fumecheng-135	179	13	is	be	AUX
fumecheng-135	179	14	the	the	DET
fumecheng-135	179	15	fact	fact	NOUN
fumecheng-135	179	16	that	that	SCONJ
fumecheng-135	179	17	the	the	DET
fumecheng-135	179	18	warp	warp	NOUN
fumecheng-135	179	19	scheduler	scheduler	NOUN
fumecheng-135	179	20	can	can	AUX
fumecheng-135	179	21	overlap	overlap	VERB
fumecheng-135	179	22	memory	memory	NOUN
fumecheng-135	179	23	transactions	transaction	NOUN
fumecheng-135	179	24	in	in	ADP
fumecheng-135	179	25	a	a	DET
fumecheng-135	179	26	more	more	ADV
fumecheng-135	179	27	efficient	efficient	ADJ
fumecheng-135	179	28	way	way	NOUN
fumecheng-135	179	29	when	when	SCONJ
fumecheng-135	179	30	more	more	ADV
fumecheng-135	179	31	active	active	ADJ
fumecheng-135	179	32	threads	thread	NOUN
fumecheng-135	179	33	are	be	AUX
fumecheng-135	179	34	available	available	ADJ
fumecheng-135	179	35	.	.	PUNCT
fumecheng-135	180	1	fig	fig	NOUN
fumecheng-135	180	2	.	.	PUNCT
fumecheng-135	181	1	5	5	NUM
fumecheng-135	181	2	simulations	simulation	NOUN
fumecheng-135	181	3	results	result	NOUN
fumecheng-135	181	4	using	use	VERB
fumecheng-135	181	5	gpu	gpu	NOUN
fumecheng-135	181	6	and	and	CCONJ
fumecheng-135	181	7	cpu	cpu	VERB
fumecheng-135	181	8	implementations	implementation	NOUN
fumecheng-135	181	9	9	9	NUM
fumecheng-135	181	10	.	.	PUNCT
fumecheng-135	182	1	conclusions	conclusion	NOUN
fumecheng-135	182	2	the	the	DET
fumecheng-135	182	3	paper	paper	NOUN
fumecheng-135	182	4	presents	present	VERB
fumecheng-135	182	5	a	a	DET
fumecheng-135	182	6	very	very	ADV
fumecheng-135	182	7	effective	effective	ADJ
fumecheng-135	182	8	approach	approach	NOUN
fumecheng-135	182	9	to	to	ADP
fumecheng-135	182	10	performing	perform	VERB
fumecheng-135	182	11	real	real	ADJ
fumecheng-135	182	12	-	-	PUNCT
fumecheng-135	182	13	time	time	NOUN
fumecheng-135	182	14	or	or	CCONJ
fumecheng-135	182	15	nearly	nearly	ADV
fumecheng-135	182	16	realtime	realtime	VERB
fumecheng-135	182	17	interactive	interactive	ADJ
fumecheng-135	182	18	simulations	simulation	NOUN
fumecheng-135	182	19	with	with	ADP
fumecheng-135	182	20	large	large	ADJ
fumecheng-135	182	21	,	,	PUNCT
fumecheng-135	182	22	geometrically	geometrically	ADV
fumecheng-135	182	23	nonlinear	nonlinear	ADJ
fumecheng-135	182	24	deformations	deformation	NOUN
fumecheng-135	182	25	.	.	PUNCT
fumecheng-135	183	1	the	the	DET
fumecheng-135	183	2	objective	objective	NOUN
fumecheng-135	183	3	of	of	ADP
fumecheng-135	183	4	real	real	ADJ
fumecheng-135	183	5	-	-	PUNCT
fumecheng-135	183	6	time	time	NOUN
fumecheng-135	183	7	simulation	simulation	NOUN
fumecheng-135	183	8	is	be	AUX
fumecheng-135	183	9	addressed	address	VERB
fumecheng-135	183	10	in	in	ADP
fumecheng-135	183	11	two	two	NUM
fumecheng-135	183	12	complementary	complementary	ADJ
fumecheng-135	183	13	ways	way	NOUN
fumecheng-135	183	14	.	.	PUNCT
fumecheng-135	184	1	the	the	DET
fumecheng-135	184	2	first	first	ADJ
fumecheng-135	184	3	consideration	consideration	NOUN
fumecheng-135	184	4	is	be	AUX
fumecheng-135	184	5	related	relate	VERB
fumecheng-135	184	6	to	to	ADP
fumecheng-135	184	7	the	the	DET
fumecheng-135	184	8	choice	choice	NOUN
fumecheng-135	184	9	of	of	ADP
fumecheng-135	184	10	an	an	DET
fumecheng-135	184	11	efficient	efficient	ADJ
fumecheng-135	184	12	fem	fem	NOUN
fumecheng-135	184	13	formulation	formulation	NOUN
fumecheng-135	184	14	.	.	PUNCT
fumecheng-135	185	1	the	the	DET
fumecheng-135	185	2	authors	author	NOUN
fumecheng-135	185	3	use	use	VERB
fumecheng-135	185	4	the	the	DET
fumecheng-135	185	5	simplified	simplified	ADJ
fumecheng-135	185	6	co	co	ADJ
fumecheng-135	185	7	-	-	ADJ
fumecheng-135	185	8	rotational	rotational	ADJ
fumecheng-135	185	9	fem	fem	NOUN
fumecheng-135	185	10	formulation	formulation	NOUN
fumecheng-135	185	11	that	that	PRON
fumecheng-135	185	12	enables	enable	VERB
fumecheng-135	185	13	accounting	account	VERB
fumecheng-135	185	14	for	for	ADP
fumecheng-135	185	15	geometrically	geometrically	ADV
fumecheng-135	185	16	nonlinear	nonlinear	ADJ
fumecheng-135	185	17	effects	effect	NOUN
fumecheng-135	185	18	to	to	ADP
fumecheng-135	185	19	a	a	DET
fumecheng-135	185	20	large	large	ADJ
fumecheng-135	185	21	extent	extent	NOUN
fumecheng-135	185	22	,	,	PUNCT
fumecheng-135	185	23	whereby	whereby	SCONJ
fumecheng-135	185	24	the	the	DET
fumecheng-135	185	25	efficiency	efficiency	NOUN
fumecheng-135	185	26	and	and	CCONJ
fumecheng-135	185	27	stability	stability	NOUN
fumecheng-135	185	28	of	of	ADP
fumecheng-135	185	29	numerical	numerical	ADJ
fumecheng-135	185	30	computation	computation	NOUN
fumecheng-135	185	31	are	be	AUX
fumecheng-135	185	32	kept	keep	VERB
fumecheng-135	185	33	over	over	ADP
fumecheng-135	185	34	the	the	DET
fumecheng-135	185	35	course	course	NOUN
fumecheng-135	185	36	of	of	ADP
fumecheng-135	185	37	simulation	simulation	NOUN
fumecheng-135	185	38	.	.	PUNCT
fumecheng-135	186	1	this	this	PRON
fumecheng-135	186	2	is	be	AUX
fumecheng-135	186	3	achieved	achieve	VERB
fumecheng-135	186	4	by	by	ADP
fumecheng-135	186	5	extending	extend	VERB
fumecheng-135	186	6	the	the	DET
fumecheng-135	186	7	linear	linear	ADJ
fumecheng-135	186	8	fem	fem	NOUN
fumecheng-135	186	9	by	by	ADP
fumecheng-135	186	10	the	the	DET
fumecheng-135	186	11	element	element	NOUN
fumecheng-135	186	12	-	-	PUNCT
fumecheng-135	186	13	based	base	VERB
fumecheng-135	186	14	rigid	rigid	ADJ
fumecheng-135	186	15	-	-	PUNCT
fumecheng-135	186	16	body	body	NOUN
fumecheng-135	186	17	rotation	rotation	NOUN
fumecheng-135	186	18	and	and	CCONJ
fumecheng-135	186	19	neglecting	neglect	VERB
fumecheng-135	186	20	all	all	DET
fumecheng-135	186	21	other	other	ADJ
fumecheng-135	186	22	geometrically	geometrically	ADV
fumecheng-135	186	23	nonlinear	nonlinear	ADJ
fumecheng-135	186	24	effects	effect	NOUN
fumecheng-135	186	25	.	.	PUNCT
fumecheng-135	187	1	the	the	DET
fumecheng-135	187	2	resulting	result	VERB
fumecheng-135	187	3	deformational	deformational	ADJ
fumecheng-135	187	4	behavior	behavior	NOUN
fumecheng-135	187	5	is	be	AUX
fumecheng-135	187	6	rather	rather	ADV
fumecheng-135	187	7	realistic	realistic	ADJ
fumecheng-135	187	8	for	for	ADP
fumecheng-135	187	9	deformations	deformation	NOUN
fumecheng-135	187	10	characterized	characterize	VERB
fumecheng-135	187	11	by	by	ADP
fumecheng-135	187	12	arbitrarily	arbitrarily	ADV
fumecheng-135	187	13	large	large	ADJ
fumecheng-135	187	14	rotations	rotation	NOUN
fumecheng-135	187	15	but	but	CCONJ
fumecheng-135	187	16	relatively	relatively	ADV
fumecheng-135	187	17	small	small	ADJ
fumecheng-135	187	18	strains	strain	NOUN
fumecheng-135	187	19	.	.	PUNCT
fumecheng-135	188	1	the	the	DET
fumecheng-135	188	2	second	second	ADJ
fumecheng-135	188	3	consideration	consideration	NOUN
fumecheng-135	188	4	is	be	AUX
fumecheng-135	188	5	related	relate	VERB
fumecheng-135	188	6	to	to	ADP
fumecheng-135	188	7	the	the	DET
fumecheng-135	188	8	choice	choice	NOUN
fumecheng-135	188	9	of	of	ADP
fumecheng-135	188	10	hardware	hardware	NOUN
fumecheng-135	188	11	components	component	NOUN
fumecheng-135	188	12	used	use	VERB
fumecheng-135	188	13	to	to	PART
fumecheng-135	188	14	perform	perform	VERB
fumecheng-135	188	15	the	the	DET
fumecheng-135	188	16	computations	computation	NOUN
fumecheng-135	188	17	.	.	PUNCT
fumecheng-135	189	1	the	the	DET
fumecheng-135	189	2	general	general	ADJ
fumecheng-135	189	3	idea	idea	NOUN
fumecheng-135	189	4	is	be	AUX
fumecheng-135	189	5	simple	simple	ADJ
fumecheng-135	189	6	and	and	CCONJ
fumecheng-135	189	7	consists	consist	VERB
fumecheng-135	189	8	in	in	ADP
fumecheng-135	189	9	switching	switch	VERB
fumecheng-135	189	10	the	the	DET
fumecheng-135	189	11	computation	computation	NOUN
fumecheng-135	189	12	from	from	ADP
fumecheng-135	189	13	the	the	DET
fumecheng-135	189	14	conventionally	conventionally	ADV
fumecheng-135	189	15	used	used	ADJ
fumecheng-135	189	16	cpu	cpu	NOUN
fumecheng-135	189	17	to	to	ADP
fumecheng-135	189	18	modern	modern	ADJ
fumecheng-135	189	19	gpus	gpu	NOUN
fumecheng-135	189	20	that	that	PRON
fumecheng-135	189	21	offer	offer	VERB
fumecheng-135	189	22	ever	ever	ADV
fumecheng-135	189	23	greater	great	ADJ
fumecheng-135	189	24	computational	computational	ADJ
fumecheng-135	189	25	power	power	NOUN
fumecheng-135	189	26	.	.	PUNCT
fumecheng-135	190	1	however	however	ADV
fumecheng-135	190	2	,	,	PUNCT
fumecheng-135	190	3	typical	typical	ADJ
fumecheng-135	190	4	fem	fem	NOUN
fumecheng-135	190	5	computations	computation	NOUN
fumecheng-135	190	6	involve	involve	VERB
fumecheng-135	190	7	geometries	geometry	NOUN
fumecheng-135	190	8	of	of	ADP
fumecheng-135	190	9	irregular	irregular	ADJ
fumecheng-135	190	10	topology	topology	NOUN
fumecheng-135	190	11	.	.	PUNCT
fumecheng-135	191	1	this	this	DET
fumecheng-135	191	2	fact	fact	NOUN
fumecheng-135	191	3	further	far	ADV
fumecheng-135	191	4	implies	imply	VERB
fumecheng-135	191	5	random	random	ADJ
fumecheng-135	191	6	memory	memory	NOUN
fumecheng-135	191	7	access	access	NOUN
fumecheng-135	191	8	patterns	pattern	NOUN
fumecheng-135	191	9	unsuitable	unsuitable	ADJ
fumecheng-135	191	10	for	for	ADP
fumecheng-135	191	11	the	the	DET
fumecheng-135	191	12	modern	modern	ADJ
fumecheng-135	191	13	gpu	gpu	NOUN
fumecheng-135	191	14	memory	memory	NOUN
fumecheng-135	191	15	management	management	NOUN
fumecheng-135	191	16	.	.	PUNCT
fumecheng-135	192	1	this	this	DET
fumecheng-135	192	2	paper	paper	NOUN
fumecheng-135	192	3	presents	present	VERB
fumecheng-135	192	4	an	an	DET
fumecheng-135	192	5	original	original	ADJ
fumecheng-135	192	6	solution	solution	NOUN
fumecheng-135	192	7	as	as	ADP
fumecheng-135	192	8	to	to	ADP
fumecheng-135	192	9	how	how	SCONJ
fumecheng-135	192	10	to	to	PART
fumecheng-135	192	11	increase	increase	VERB
fumecheng-135	192	12	the	the	DET
fumecheng-135	192	13	memory	memory	NOUN
fumecheng-135	192	14	bandwidth	bandwidth	ADJ
fumecheng-135	192	15	usage	usage	NOUN
fumecheng-135	192	16	by	by	ADP
fumecheng-135	192	17	utilizing	utilize	VERB
fumecheng-135	192	18	efficient	efficient	ADJ
fumecheng-135	192	19	memory	memory	NOUN
fumecheng-135	192	20	access	access	NOUN
fumecheng-135	192	21	patterns	pattern	NOUN
fumecheng-135	192	22	.	.	PUNCT
fumecheng-135	193	1	the	the	DET
fumecheng-135	193	2	presented	present	VERB
fumecheng-135	193	3	solutions	solution	NOUN
fumecheng-135	193	4	are	be	AUX
fumecheng-135	193	5	very	very	ADV
fumecheng-135	193	6	suitable	suitable	ADJ
fumecheng-135	193	7	for	for	ADP
fumecheng-135	193	8	various	various	ADJ
fumecheng-135	193	9	virtual	virtual	ADJ
fumecheng-135	193	10	reality	reality	NOUN
fumecheng-135	193	11	applications	application	NOUN
fumecheng-135	193	12	.	.	PUNCT
fumecheng-135	194	1	however	however	ADV
fumecheng-135	194	2	,	,	PUNCT
fumecheng-135	194	3	as	as	SCONJ
fumecheng-135	194	4	the	the	DET
fumecheng-135	194	5	computational	computational	ADJ
fumecheng-135	194	6	efficiency	efficiency	NOUN
fumecheng-135	194	7	strongly	strongly	ADV
fumecheng-135	194	8	gains	gain	VERB
fumecheng-135	194	9	in	in	ADP
fumecheng-135	194	10	importance	importance	NOUN
fumecheng-135	194	11	in	in	ADP
fumecheng-135	194	12	engineering	engineering	NOUN
fumecheng-135	194	13	applications	application	NOUN
fumecheng-135	194	14	,	,	PUNCT
fumecheng-135	194	15	the	the	DET
fumecheng-135	194	16	development	development	NOUN
fumecheng-135	194	17	can	can	AUX
fumecheng-135	194	18	be	be	AUX
fumecheng-135	194	19	of	of	ADP
fumecheng-135	194	20	large	large	ADJ
fumecheng-135	194	21	interest	interest	NOUN
fumecheng-135	194	22	in	in	ADP
fumecheng-135	194	23	this	this	DET
fumecheng-135	194	24	field	field	NOUN
fumecheng-135	194	25	as	as	ADV
fumecheng-135	194	26	well	well	ADV
fumecheng-135	194	27	.	.	PUNCT
fumecheng-135	195	1	particularly	particularly	ADV
fumecheng-135	195	2	the	the	DET
fumecheng-135	195	3	field	field	NOUN
fumecheng-135	195	4	of	of	ADP
fumecheng-135	195	5	mbs	mb	NOUN
fumecheng-135	195	6	dynamics	dynamic	NOUN
fumecheng-135	195	7	with	with	ADP
fumecheng-135	195	8	deformable	deformable	ADJ
fumecheng-135	195	9	bodies	body	NOUN
fumecheng-135	195	10	involved	involve	VERB
fumecheng-135	195	11	may	may	AUX
fumecheng-135	195	12	benefit	benefit	VERB
fumecheng-135	195	13	from	from	ADP
fumecheng-135	195	14	the	the	DET
fumecheng-135	195	15	development	development	NOUN
fumecheng-135	195	16	.	.	PUNCT
fumecheng-135	196	1	acknowledgement	acknowledgement	NOUN
fumecheng-135	196	2	:	:	PUNCT
fumecheng-135	196	3	this	this	DET
fumecheng-135	196	4	work	work	NOUN
fumecheng-135	196	5	is	be	AUX
fumecheng-135	196	6	partially	partially	ADV
fumecheng-135	196	7	supported	support	VERB
fumecheng-135	196	8	by	by	ADP
fumecheng-135	196	9	the	the	DET
fumecheng-135	196	10	project	project	NOUN
fumecheng-135	196	11	iii41017	iii41017	VERB
fumecheng-135	196	12	virtual	virtual	ADJ
fumecheng-135	196	13	human	human	ADJ
fumecheng-135	196	14	osteoarticular	osteoarticular	ADJ
fumecheng-135	196	15	system	system	NOUN
fumecheng-135	196	16	and	and	CCONJ
fumecheng-135	196	17	its	its	PRON
fumecheng-135	196	18	application	application	NOUN
fumecheng-135	196	19	in	in	ADP
fumecheng-135	196	20	preclinical	preclinical	ADJ
fumecheng-135	196	21	and	and	CCONJ
fumecheng-135	196	22	clinical	clinical	ADJ
fumecheng-135	196	23	practice	practice	NOUN
fumecheng-135	196	24	,	,	PUNCT
fumecheng-135	196	25	funded	fund	VERB
fumecheng-135	196	26	by	by	ADP
fumecheng-135	196	27	the	the	DET
fumecheng-135	196	28	ministry	ministry	PROPN
fumecheng-135	196	29	of	of	ADP
fumecheng-135	196	30	education	education	PROPN
fumecheng-135	196	31	and	and	CCONJ
fumecheng-135	196	32	science	science	NOUN
fumecheng-135	196	33	of	of	ADP
fumecheng-135	196	34	the	the	DET
fumecheng-135	196	35	republic	republic	NOUN
fumecheng-135	196	36	of	of	ADP
fumecheng-135	196	37	serbia	serbia	PROPN
fumecheng-135	196	38	.	.	PUNCT
fumecheng-135	197	1	an	an	DET
fumecheng-135	197	2	approach	approach	NOUN
fumecheng-135	197	3	to	to	ADP
fumecheng-135	197	4	efficient	efficient	ADJ
fumecheng-135	197	5	fem	fem	NOUN
fumecheng-135	197	6	simulations	simulation	NOUN
fumecheng-135	197	7	on	on	ADP
fumecheng-135	197	8	graphics	graphic	NOUN
fumecheng-135	197	9	processing	processing	NOUN
fumecheng-135	197	10	units	unit	NOUN
fumecheng-135	197	11	using	use	VERB
fumecheng-135	197	12	cuda	cuda	NOUN
fumecheng-135	197	13	25	25	NUM
fumecheng-135	197	14	references	reference	NOUN
fumecheng-135	197	15	1	1	NUM
fumecheng-135	197	16	.	.	X
fumecheng-135	197	17	yang	yang	PROPN
fumecheng-135	197	18	,	,	PUNCT
fumecheng-135	197	19	y.	y.	PROPN
fumecheng-135	197	20	,	,	PUNCT
fumecheng-135	197	21	xiao	xiao	PROPN
fumecheng-135	197	22	,	,	PUNCT
fumecheng-135	197	23	r.	r.	PROPN
fumecheng-135	197	24	,	,	PUNCT
fumecheng-135	197	25	he	he	PRON
fumecheng-135	197	26	z.	z.	PROPN
fumecheng-135	197	27	,	,	PUNCT
fumecheng-135	197	28	2011	2011	NUM
fumecheng-135	197	29	,	,	PUNCT
fumecheng-135	197	30	real	real	ADJ
fumecheng-135	197	31	-	-	PUNCT
fumecheng-135	197	32	time	time	NOUN
fumecheng-135	197	33	deformations	deformation	NOUN
fumecheng-135	197	34	simulation	simulation	NOUN
fumecheng-135	197	35	of	of	ADP
fumecheng-135	197	36	soft	soft	ADJ
fumecheng-135	197	37	tissue	tissue	NOUN
fumecheng-135	197	38	by	by	ADP
fumecheng-135	197	39	combining	combine	VERB
fumecheng-135	197	40	mass	mass	ADJ
fumecheng-135	197	41	-	-	PUNCT
fumecheng-135	197	42	spring	spring	NOUN
fumecheng-135	197	43	model	model	NOUN
fumecheng-135	197	44	with	with	ADP
fumecheng-135	197	45	pressure	pressure	NOUN
fumecheng-135	197	46	based	base	VERB
fumecheng-135	197	47	method	method	NOUN
fumecheng-135	197	48	,	,	PUNCT
fumecheng-135	197	49	proceedings	proceeding	NOUN
fumecheng-135	197	50	of	of	ADP
fumecheng-135	197	51	the	the	DET
fumecheng-135	197	52	3rd	3rd	ADJ
fumecheng-135	197	53	ieee	ieee	NOUN
fumecheng-135	197	54	international	international	ADJ
fumecheng-135	197	55	conference	conference	NOUN
fumecheng-135	197	56	on	on	ADP
fumecheng-135	197	57	advanced	advanced	ADJ
fumecheng-135	197	58	computer	computer	NOUN
fumecheng-135	197	59	control	control	NOUN
fumecheng-135	197	60	(	(	PUNCT
fumecheng-135	197	61	icacc	icacc	NOUN
fumecheng-135	197	62	'	'	NUM
fumecheng-135	197	63	11	11	NUM
fumecheng-135	197	64	)	)	PUNCT
fumecheng-135	197	65	,	,	PUNCT
fumecheng-135	197	66	harbin	harbin	PROPN
fumecheng-135	197	67	,	,	PUNCT
fumecheng-135	197	68	china	china	PROPN
fumecheng-135	197	69	,	,	PUNCT
fumecheng-135	197	70	pp	pp	X
fumecheng-135	197	71	.	.	PUNCT
fumecheng-135	198	1	506–510	506–510	NUM
fumecheng-135	198	2	.	.	NOUN
fumecheng-135	199	1	2	2	NUM
fumecheng-135	199	2	.	.	X
fumecheng-135	199	3	erleben	erleben	PROPN
fumecheng-135	199	4	,	,	PUNCT
fumecheng-135	199	5	k.	k.	PROPN
fumecheng-135	199	6	,	,	PUNCT
fumecheng-135	199	7	sporring	sporring	NOUN
fumecheng-135	199	8	,	,	PUNCT
fumecheng-135	199	9	j.	j.	PROPN
fumecheng-135	199	10	,	,	PUNCT
fumecheng-135	199	11	henrikssen	henrikssen	PROPN
fumecheng-135	199	12	k.	k.	PROPN
fumecheng-135	199	13	,	,	PUNCT
fumecheng-135	199	14	dohlman	dohlman	PROPN
fumecheng-135	199	15	,	,	PUNCT
fumecheng-135	199	16	h.	h.	PROPN
fumecheng-135	199	17	,	,	PUNCT
fumecheng-135	199	18	2005	2005	NUM
fumecheng-135	199	19	,	,	PUNCT
fumecheng-135	199	20	physics	physics	NOUN
fumecheng-135	199	21	-	-	PUNCT
fumecheng-135	199	22	based	base	VERB
fumecheng-135	199	23	animation	animation	NOUN
fumecheng-135	199	24	,	,	PUNCT
fumecheng-135	199	25	charles	charles	PROPN
fumecheng-135	199	26	river	river	PROPN
fumecheng-135	199	27	media	medium	NOUN
fumecheng-135	199	28	,	,	PUNCT
fumecheng-135	199	29	usa	usa	PROPN
fumecheng-135	199	30	.	.	PROPN
fumecheng-135	199	31	3	3	NUM
fumecheng-135	199	32	.	.	X
fumecheng-135	199	33	zehn	zehn	NOUN
fumecheng-135	199	34	,	,	PUNCT
fumecheng-135	199	35	m.	m.	NOUN
fumecheng-135	199	36	,	,	PUNCT
fumecheng-135	199	37	2005	2005	NUM
fumecheng-135	199	38	,	,	PUNCT
fumecheng-135	199	39	mbs	mb	NOUN
fumecheng-135	199	40	and	and	CCONJ
fumecheng-135	199	41	fem	fem	PROPN
fumecheng-135	199	42	:	:	PUNCT
fumecheng-135	199	43	a	a	DET
fumecheng-135	199	44	marriage	marriage	NOUN
fumecheng-135	199	45	-	-	PUNCT
fumecheng-135	199	46	of	of	ADP
fumecheng-135	199	47	-	-	PUNCT
fumecheng-135	199	48	convenience	convenience	NOUN
fumecheng-135	199	49	or	or	CCONJ
fumecheng-135	199	50	a	a	DET
fumecheng-135	199	51	love	love	NOUN
fumecheng-135	199	52	story	story	NOUN
fumecheng-135	199	53	?	?	PUNCT
fumecheng-135	199	54	,	,	PUNCT
fumecheng-135	199	55	benchmark	benchmark	NOUN
fumecheng-135	199	56	int	int	NOUN
fumecheng-135	199	57	.	.	PUNCT
fumecheng-135	199	58	magazine	magazine	PROPN
fumecheng-135	199	59	for	for	ADP
fumecheng-135	199	60	eng	eng	PROPN
fumecheng-135	199	61	.	.	PUNCT
fumecheng-135	200	1	design&analysis	design&analysis	PROPN
fumecheng-135	200	2	,	,	PUNCT
fumecheng-135	200	3	pp	pp	ADP
fumecheng-135	200	4	.	.	PUNCT
fumecheng-135	201	1	12	12	NUM
fumecheng-135	201	2	-	-	SYM
fumecheng-135	201	3	15	15	NUM
fumecheng-135	201	4	.	.	NOUN
fumecheng-135	202	1	4	4	NUM
fumecheng-135	202	2	.	.	X
fumecheng-135	202	3	mueller	mueller	PROPN
fumecheng-135	202	4	m.	m.	PROPN
fumecheng-135	202	5	,	,	PUNCT
fumecheng-135	202	6	dorsey	dorsey	PROPN
fumecheng-135	202	7	j.	j.	PROPN
fumecheng-135	202	8	,	,	PUNCT
fumecheng-135	202	9	mcmillan	mcmillan	PROPN
fumecheng-135	202	10	l.	l.	PROPN
fumecheng-135	202	11	,	,	PUNCT
fumecheng-135	202	12	jagnow	jagnow	PROPN
fumecheng-135	202	13	r.	r.	PROPN
fumecheng-135	202	14	,	,	PUNCT
fumecheng-135	202	15	cutler	cutler	PROPN
fumecheng-135	202	16	b.	b.	PROPN
fumecheng-135	202	17	,	,	PUNCT
fumecheng-135	202	18	2002	2002	NUM
fumecheng-135	202	19	,	,	PUNCT
fumecheng-135	202	20	stable	stable	ADJ
fumecheng-135	202	21	real	real	ADJ
fumecheng-135	202	22	-	-	PUNCT
fumecheng-135	202	23	time	time	NOUN
fumecheng-135	202	24	deformations	deformation	NOUN
fumecheng-135	202	25	,	,	PUNCT
fumecheng-135	202	26	proceedings	proceeding	NOUN
fumecheng-135	202	27	of	of	ADP
fumecheng-135	202	28	2002	2002	NUM
fumecheng-135	202	29	acm	acm	PROPN
fumecheng-135	202	30	siggraph	siggraph	NOUN
fumecheng-135	202	31	/	/	SYM
fumecheng-135	202	32	eurographic	eurographic	ADJ
fumecheng-135	202	33	symposium	symposium	NOUN
fumecheng-135	202	34	on	on	ADP
fumecheng-135	202	35	computer	computer	NOUN
fumecheng-135	202	36	animation	animation	NOUN
fumecheng-135	202	37	,	,	PUNCT
fumecheng-135	202	38	san	san	PROPN
fumecheng-135	202	39	antonio	antonio	PROPN
fumecheng-135	202	40	,	,	PUNCT
fumecheng-135	202	41	usa	usa	PROPN
fumecheng-135	202	42	,	,	PUNCT
fumecheng-135	202	43	pp	pp	PROPN
fumecheng-135	202	44	.	.	PUNCT
fumecheng-135	202	45	49	49	NUM
fumecheng-135	202	46	-	-	SYM
fumecheng-135	202	47	54	54	NUM
fumecheng-135	202	48	.	.	PUNCT
fumecheng-135	203	1	5	5	NUM
fumecheng-135	203	2	.	.	X
fumecheng-135	203	3	hauth	hauth	NOUN
fumecheng-135	203	4	,	,	PUNCT
fumecheng-135	203	5	m.	m.	NOUN
fumecheng-135	203	6	,	,	PUNCT
fumecheng-135	203	7	strasser	strasser	PROPN
fumecheng-135	203	8	w.	w.	PROPN
fumecheng-135	203	9	,	,	PUNCT
fumecheng-135	203	10	2004	2004	NUM
fumecheng-135	203	11	,	,	PUNCT
fumecheng-135	203	12	corotational	corotational	ADJ
fumecheng-135	203	13	simulation	simulation	NOUN
fumecheng-135	203	14	of	of	ADP
fumecheng-135	203	15	deformable	deformable	ADJ
fumecheng-135	203	16	solids	solid	NOUN
fumecheng-135	203	17	,	,	PUNCT
fumecheng-135	203	18	journal	journal	NOUN
fumecheng-135	203	19	of	of	ADP
fumecheng-135	203	20	wscg	wscg	NOUN
fumecheng-135	203	21	,	,	PUNCT
fumecheng-135	203	22	12(1	12(1	NUM
fumecheng-135	203	23	)	)	PUNCT
fumecheng-135	203	24	,	,	PUNCT
fumecheng-135	203	25	pp	pp	PROPN
fumecheng-135	203	26	.	.	PUNCT
fumecheng-135	204	1	137	137	NUM
fumecheng-135	204	2	-	-	SYM
fumecheng-135	204	3	144	144	NUM
fumecheng-135	204	4	.	.	NOUN
fumecheng-135	205	1	6	6	NUM
fumecheng-135	205	2	.	.	X
fumecheng-135	206	1	mueller	mueller	PROPN
fumecheng-135	206	2	,	,	PUNCT
fumecheng-135	206	3	m.	m.	NOUN
fumecheng-135	206	4	,	,	PUNCT
fumecheng-135	206	5	gross	gross	ADJ
fumecheng-135	206	6	,	,	PUNCT
fumecheng-135	206	7	m.	m.	NOUN
fumecheng-135	206	8	,	,	PUNCT
fumecheng-135	206	9	2004	2004	NUM
fumecheng-135	206	10	,	,	PUNCT
fumecheng-135	206	11	interactive	interactive	ADJ
fumecheng-135	206	12	virtual	virtual	ADJ
fumecheng-135	206	13	materials	material	NOUN
fumecheng-135	206	14	,	,	PUNCT
fumecheng-135	206	15	proceedings	proceeding	NOUN
fumecheng-135	206	16	of	of	ADP
fumecheng-135	206	17	graphics	graphic	NOUN
fumecheng-135	206	18	interface	interface	PROPN
fumecheng-135	206	19	2004	2004	NUM
fumecheng-135	206	20	,	,	PUNCT
fumecheng-135	206	21	waterloo	waterloo	PROPN
fumecheng-135	206	22	,	,	PUNCT
fumecheng-135	206	23	canada	canada	PROPN
fumecheng-135	206	24	,	,	PUNCT
fumecheng-135	206	25	pp	pp	ADP
fumecheng-135	206	26	239	239	NUM
fumecheng-135	206	27	-	-	SYM
fumecheng-135	206	28	246	246	NUM
fumecheng-135	206	29	.	.	PUNCT
fumecheng-135	207	1	7	7	X
fumecheng-135	207	2	.	.	NUM
fumecheng-135	207	3	marinković	marinković	ADJ
fumecheng-135	207	4	,	,	PUNCT
fumecheng-135	207	5	d.	d.	PROPN
fumecheng-135	207	6	,	,	PUNCT
fumecheng-135	207	7	zehn	zehn	PROPN
fumecheng-135	207	8	,	,	PUNCT
fumecheng-135	207	9	m.	m.	NOUN
fumecheng-135	207	10	,	,	PUNCT
fumecheng-135	207	11	marinković	marinković	PROPN
fumecheng-135	207	12	z.	z.	PROPN
fumecheng-135	207	13	,	,	PUNCT
fumecheng-135	207	14	2012	2012	NUM
fumecheng-135	207	15	,	,	PUNCT
fumecheng-135	207	16	finite	finite	ADJ
fumecheng-135	207	17	element	element	NOUN
fumecheng-135	207	18	formulations	formulation	NOUN
fumecheng-135	207	19	for	for	ADP
fumecheng-135	207	20	effective	effective	ADJ
fumecheng-135	207	21	computations	computation	NOUN
fumecheng-135	207	22	of	of	ADP
fumecheng-135	207	23	geometrically	geometrically	ADV
fumecheng-135	207	24	nonlinear	nonlinear	ADJ
fumecheng-135	207	25	deformations	deformation	NOUN
fumecheng-135	207	26	,	,	PUNCT
fumecheng-135	207	27	advances	advance	NOUN
fumecheng-135	207	28	in	in	ADP
fumecheng-135	207	29	engineering	engineering	NOUN
fumecheng-135	207	30	software	software	NOUN
fumecheng-135	207	31	,	,	PUNCT
fumecheng-135	207	32	50	50	NUM
fumecheng-135	207	33	,	,	PUNCT
fumecheng-135	207	34	pp	pp	ADJ
fumecheng-135	207	35	.	.	PUNCT
fumecheng-135	208	1	3	3	NUM
fumecheng-135	208	2	-	-	SYM
fumecheng-135	208	3	11	11	NUM
fumecheng-135	208	4	.	.	NOUN
fumecheng-135	208	5	8	8	NUM
fumecheng-135	208	6	.	.	X
fumecheng-135	208	7	hestenes	hestene	NOUN
fumecheng-135	208	8	,	,	PUNCT
fumecheng-135	208	9	m.	m.	PROPN
fumecheng-135	208	10	r.	r.	PROPN
fumecheng-135	208	11	,	,	PUNCT
fumecheng-135	208	12	stiefel	stiefel	PROPN
fumecheng-135	208	13	,	,	PUNCT
fumecheng-135	208	14	e.	e.	PROPN
fumecheng-135	208	15	,	,	PUNCT
fumecheng-135	208	16	1952	1952	NUM
fumecheng-135	208	17	,	,	PUNCT
fumecheng-135	208	18	methods	method	NOUN
fumecheng-135	208	19	of	of	ADP
fumecheng-135	208	20	conjugate	conjugate	ADJ
fumecheng-135	208	21	gradients	gradient	NOUN
fumecheng-135	208	22	for	for	ADP
fumecheng-135	208	23	solving	solve	VERB
fumecheng-135	208	24	linear	linear	NOUN
fumecheng-135	208	25	systems	system	NOUN
fumecheng-135	208	26	,	,	PUNCT
fumecheng-135	208	27	journal	journal	NOUN
fumecheng-135	208	28	of	of	ADP
fumecheng-135	208	29	research	research	NOUN
fumecheng-135	208	30	of	of	ADP
fumecheng-135	208	31	the	the	DET
fumecheng-135	208	32	national	national	PROPN
fumecheng-135	208	33	bureau	bureau	PROPN
fumecheng-135	208	34	of	of	ADP
fumecheng-135	208	35	standards	standard	NOUN
fumecheng-135	208	36	,	,	PUNCT
fumecheng-135	208	37	49(6	49(6	NOUN
fumecheng-135	208	38	)	)	PUNCT
fumecheng-135	208	39	,	,	PUNCT
fumecheng-135	208	40	pp	pp	PROPN
fumecheng-135	208	41	.	.	PUNCT
fumecheng-135	209	1	409	409	NUM
fumecheng-135	209	2	-	-	SYM
fumecheng-135	209	3	436	436	NUM
fumecheng-135	209	4	.	.	PUNCT
fumecheng-135	210	1	9	9	NUM
fumecheng-135	210	2	.	.	X
fumecheng-135	210	3	benzi	benzi	PROPN
fumecheng-135	210	4	,	,	PUNCT
fumecheng-135	210	5	m.	m.	NOUN
fumecheng-135	210	6	2002	2002	NUM
fumecheng-135	210	7	,	,	PUNCT
fumecheng-135	210	8	preconditioning	precondition	VERB
fumecheng-135	210	9	techniques	technique	NOUN
fumecheng-135	210	10	for	for	ADP
fumecheng-135	210	11	large	large	ADJ
fumecheng-135	210	12	linear	linear	ADJ
fumecheng-135	210	13	systems	system	NOUN
fumecheng-135	210	14	:	:	PUNCT
fumecheng-135	210	15	a	a	DET
fumecheng-135	210	16	survey	survey	NOUN
fumecheng-135	210	17	,	,	PUNCT
fumecheng-135	210	18	journal	journal	NOUN
fumecheng-135	210	19	of	of	ADP
fumecheng-135	210	20	computational	computational	ADJ
fumecheng-135	210	21	physics	physics	NOUN
fumecheng-135	210	22	,	,	PUNCT
fumecheng-135	210	23	182(2	182(2	NUM
fumecheng-135	210	24	)	)	PUNCT
fumecheng-135	210	25	,	,	PUNCT
fumecheng-135	210	26	pp	pp	ADJ
fumecheng-135	210	27	.	.	PUNCT
fumecheng-135	211	1	418	418	NUM
fumecheng-135	211	2	-	-	SYM
fumecheng-135	211	3	477	477	NUM
fumecheng-135	211	4	.	.	PUNCT
fumecheng-135	212	1	10	10	NUM
fumecheng-135	212	2	.	.	X
fumecheng-135	213	1	cecka	cecka	PROPN
fumecheng-135	213	2	c.	c.	PROPN
fumecheng-135	213	3	,	,	PUNCT
fumecheng-135	213	4	lew	lew	PROPN
fumecheng-135	213	5	a.	a.	PROPN
fumecheng-135	213	6	j.	j.	PROPN
fumecheng-135	213	7	,	,	PUNCT
fumecheng-135	213	8	darve	darve	PROPN
fumecheng-135	213	9	,	,	PUNCT
fumecheng-135	213	10	e.	e.	PROPN
fumecheng-135	213	11	,	,	PUNCT
fumecheng-135	213	12	2011	2011	NUM
fumecheng-135	213	13	,	,	PUNCT
fumecheng-135	213	14	assembly	assembly	NOUN
fumecheng-135	213	15	of	of	ADP
fumecheng-135	213	16	finite	finite	ADJ
fumecheng-135	213	17	element	element	NOUN
fumecheng-135	213	18	methods	method	NOUN
fumecheng-135	213	19	on	on	ADP
fumecheng-135	213	20	graphics	graphic	NOUN
fumecheng-135	213	21	processors	processor	NOUN
fumecheng-135	213	22	,	,	PUNCT
fumecheng-135	213	23	international	international	ADJ
fumecheng-135	213	24	journal	journal	NOUN
fumecheng-135	213	25	for	for	ADP
fumecheng-135	213	26	numerical	numerical	ADJ
fumecheng-135	213	27	methods	method	NOUN
fumecheng-135	213	28	in	in	ADP
fumecheng-135	213	29	engineering	engineering	NOUN
fumecheng-135	213	30	,	,	PUNCT
fumecheng-135	213	31	85(5	85(5	NUM
fumecheng-135	213	32	)	)	PUNCT
fumecheng-135	213	33	,	,	PUNCT
fumecheng-135	213	34	pp	pp	ADP
fumecheng-135	213	35	.	.	PUNCT
fumecheng-135	214	1	640	640	NUM
fumecheng-135	214	2	-	-	SYM
fumecheng-135	214	3	669	669	NUM
fumecheng-135	214	4	.	.	PUNCT
fumecheng-135	215	1	11	11	NUM
fumecheng-135	215	2	.	.	PUNCT
fumecheng-135	216	1	mafi	mafi	PROPN
fumecheng-135	216	2	,	,	PUNCT
fumecheng-135	216	3	r.	r.	PROPN
fumecheng-135	216	4	,	,	PUNCT
fumecheng-135	216	5	sirouspour	sirouspour	NOUN
fumecheng-135	216	6	,	,	PUNCT
fumecheng-135	216	7	s.	s.	PROPN
fumecheng-135	216	8	,	,	PUNCT
fumecheng-135	216	9	2013	2013	NUM
fumecheng-135	216	10	,	,	PUNCT
fumecheng-135	216	11	gpu	gpu	NOUN
fumecheng-135	216	12	-	-	PUNCT
fumecheng-135	216	13	based	base	VERB
fumecheng-135	216	14	acceleration	acceleration	NOUN
fumecheng-135	216	15	of	of	ADP
fumecheng-135	216	16	computations	computation	NOUN
fumecheng-135	216	17	in	in	ADP
fumecheng-135	216	18	nonlinear	nonlinear	ADJ
fumecheng-135	216	19	finite	finite	PROPN
fumecheng-135	216	20	element	element	ADJ
fumecheng-135	216	21	deformation	deformation	NOUN
fumecheng-135	216	22	analysis	analysis	NOUN
fumecheng-135	216	23	,	,	PUNCT
fumecheng-135	216	24	international	international	ADJ
fumecheng-135	216	25	journal	journal	NOUN
fumecheng-135	216	26	for	for	ADP
fumecheng-135	216	27	numerical	numerical	ADJ
fumecheng-135	216	28	methods	method	NOUN
fumecheng-135	216	29	in	in	ADP
fumecheng-135	216	30	biomedical	biomedical	ADJ
fumecheng-135	216	31	engineering	engineering	NOUN
fumecheng-135	216	32	,	,	PUNCT
fumecheng-135	216	33	doi	doi	NOUN
fumecheng-135	216	34	:	:	PUNCT
fumecheng-135	216	35	10.1002	10.1002	NUM
fumecheng-135	216	36	/	/	SYM
fumecheng-135	216	37	cnm.2607	cnm.2607	PROPN
fumecheng-135	216	38	12	12	NUM
fumecheng-135	216	39	.	.	PUNCT
fumecheng-135	217	1	georgescu	georgescu	PROPN
fumecheng-135	217	2	s.	s.	PROPN
fumecheng-135	217	3	,	,	PUNCT
fumecheng-135	217	4	chow	chow	PROPN
fumecheng-135	217	5	,	,	PUNCT
fumecheng-135	217	6	p.	p.	NOUN
fumecheng-135	217	7	,	,	PUNCT
fumecheng-135	217	8	okuda	okuda	PROPN
fumecheng-135	217	9	,	,	PUNCT
fumecheng-135	217	10	h.	h.	PROPN
fumecheng-135	217	11	,	,	PUNCT
fumecheng-135	217	12	2013	2013	NUM
fumecheng-135	217	13	,	,	PUNCT
fumecheng-135	217	14	gpu	gpu	NOUN
fumecheng-135	217	15	acceleration	acceleration	NOUN
fumecheng-135	217	16	for	for	ADP
fumecheng-135	217	17	fem	fem	NOUN
fumecheng-135	217	18	-	-	PUNCT
fumecheng-135	217	19	based	base	VERB
fumecheng-135	217	20	structural	structural	ADJ
fumecheng-135	217	21	analysis	analysis	NOUN
fumecheng-135	217	22	,	,	PUNCT
fumecheng-135	217	23	archives	archive	NOUN
fumecheng-135	217	24	of	of	ADP
fumecheng-135	217	25	computational	computational	ADJ
fumecheng-135	217	26	methods	method	NOUN
fumecheng-135	217	27	in	in	ADP
fumecheng-135	217	28	engineering	engineering	NOUN
fumecheng-135	217	29	20(2	20(2	NUM
fumecheng-135	217	30	)	)	PUNCT
fumecheng-135	217	31	,	,	PUNCT
fumecheng-135	217	32	pp	pp	PROPN
fumecheng-135	217	33	.	.	PUNCT
fumecheng-135	217	34	111	111	NUM
fumecheng-135	217	35	-	-	SYM
fumecheng-135	217	36	121	121	NUM
fumecheng-135	217	37	13	13	NUM
fumecheng-135	217	38	.	.	PUNCT
fumecheng-135	218	1	bathe	bathe	VERB
fumecheng-135	218	2	,	,	PUNCT
fumecheng-135	218	3	k.	k.	PROPN
fumecheng-135	218	4	j.	j.	PROPN
fumecheng-135	218	5	,	,	PUNCT
fumecheng-135	218	6	1982	1982	NUM
fumecheng-135	218	7	,	,	PUNCT
fumecheng-135	218	8	finite	finite	PROPN
fumecheng-135	218	9	element	element	NOUN
fumecheng-135	218	10	procedures	procedure	NOUN
fumecheng-135	218	11	in	in	ADP
fumecheng-135	218	12	engineering	engineering	NOUN
fumecheng-135	218	13	analysis	analysis	NOUN
fumecheng-135	218	14	,	,	PUNCT
fumecheng-135	218	15	prentice	prentice	NOUN
fumecheng-135	218	16	-	-	PUNCT
fumecheng-135	218	17	hall	hall	NOUN
fumecheng-135	218	18	,	,	PUNCT
fumecheng-135	218	19	inc	inc	PROPN
fumecheng-135	218	20	.	.	PROPN
fumecheng-135	218	21	,	,	PUNCT
fumecheng-135	218	22	englewood	englewood	PROPN
fumecheng-135	218	23	cliffs	cliffs	PROPN
fumecheng-135	218	24	,	,	PUNCT
fumecheng-135	218	25	new	new	PROPN
fumecheng-135	218	26	jersey	jersey	PROPN
fumecheng-135	218	27	.	.	PUNCT
fumecheng-135	219	1	14	14	NUM
fumecheng-135	219	2	.	.	X
fumecheng-135	220	1	harris	harris	PROPN
fumecheng-135	220	2	,	,	PUNCT
fumecheng-135	220	3	m.	m.	NOUN
fumecheng-135	220	4	,	,	PUNCT
fumecheng-135	220	5	optimizing	optimize	VERB
fumecheng-135	220	6	parallel	parallel	ADJ
fumecheng-135	220	7	reduction	reduction	NOUN
fumecheng-135	220	8	in	in	ADP
fumecheng-135	220	9	cuda	cuda	NOUN
fumecheng-135	220	10	,	,	PUNCT
fumecheng-135	220	11	available	available	ADJ
fumecheng-135	220	12	at	at	ADP
fumecheng-135	220	13	:	:	PUNCT
fumecheng-135	220	14	http://developer.download.nvidia.com/compute/cuda/1.1beta/x86_website/projects/reduction/doc/reduction.pdf	http://developer.download.nvidia.com/compute/cuda/1.1beta/x86_website/projects/reduction/doc/reduction.pdf	NOUN
fumecheng-135	220	15	(	(	PUNCT
fumecheng-135	220	16	access	access	NOUN
fumecheng-135	220	17	date	date	NOUN
fumecheng-135	220	18	:	:	PUNCT
fumecheng-135	220	19	14.02.2014	14.02.2014	NUM
fumecheng-135	220	20	.	.	PUNCT
fumecheng-135	220	21	)	)	PUNCT
fumecheng-135	221	1	pristup	pristup	PROPN
fumecheng-135	221	2	efikasnim	efikasnim	ADJ
fumecheng-135	221	3	mke	mke	PROPN
fumecheng-135	221	4	simulacijama	simulacijama	PROPN
fumecheng-135	221	5	pomoću	pomoću	PROPN
fumecheng-135	221	6	grafiĉkih	grafiĉkih	PROPN
fumecheng-135	221	7	karti	karti	PROPN
fumecheng-135	221	8	primenom	primenom	PROPN
fumecheng-135	221	9	cuda	cuda	PROPN
fumecheng-135	221	10	-	-	PUNCT
fumecheng-135	221	11	platforme	platforme	PROPN
fumecheng-135	221	12	rad	rad	PROPN
fumecheng-135	221	13	predstavlja	predstavlja	PROPN
fumecheng-135	221	14	izuzetno	izuzetno	PROPN
fumecheng-135	221	15	efikasan	efikasan	PROPN
fumecheng-135	221	16	pristup	pristup	PROPN
fumecheng-135	221	17	simulaciji	simulaciji	PROPN
fumecheng-135	221	18	dinamičkog	dinamičkog	NOUN
fumecheng-135	221	19	ponašanja	ponašanja	PROPN
fumecheng-135	221	20	deformabilnih	deformabilnih	PROPN
fumecheng-135	221	21	objekata	objekata	PROPN
fumecheng-135	221	22	primenom	primenom	PROPN
fumecheng-135	221	23	metode	metode	PROPN
fumecheng-135	221	24	konačnih	konačnih	PROPN
fumecheng-135	221	25	elemenata	elemenata	PROPN
fumecheng-135	221	26	(	(	PUNCT
fumecheng-135	221	27	mke	mke	NOUN
fumecheng-135	221	28	)	)	PUNCT
fumecheng-135	221	29	pri	pri	PROPN
fumecheng-135	221	30	čemu	čemu	PROPN
fumecheng-135	221	31	se	se	PROPN
fumecheng-135	221	32	proračuni	proračuni	PROPN
fumecheng-135	221	33	izvode	izvode	PROPN
fumecheng-135	221	34	primenom	primenom	PROPN
fumecheng-135	221	35	grafičkih	grafičkih	PROPN
fumecheng-135	221	36	karti	karti	PROPN
fumecheng-135	221	37	(	(	PUNCT
fumecheng-135	221	38	gk	gk	PROPN
fumecheng-135	221	39	)	)	PUNCT
fumecheng-135	221	40	.	.	PUNCT
fumecheng-135	222	1	predstavljeno	predstavljeno	PROPN
fumecheng-135	222	2	rešenje	rešenje	PROPN
fumecheng-135	222	3	smanjuje	smanjuje	PROPN
fumecheng-135	222	4	efekat	efekat	PROPN
fumecheng-135	222	5	„	„	PUNCT
fumecheng-135	222	6	uskog	uskog	ADJ
fumecheng-135	222	7	grla	grla	PROPN
fumecheng-135	222	8	”	"	PUNCT
fumecheng-135	222	9	uzrokovanog	uzrokovanog	PROPN
fumecheng-135	222	10	memorijskim	memorijskim	PROPN
fumecheng-135	222	11	pristupima	pristupima	PROPN
fumecheng-135	222	12	tako	tako	PROPN
fumecheng-135	222	13	što	što	PROPN
fumecheng-135	222	14	grupiše	grupiše	PROPN
fumecheng-135	222	15	podatke	podatke	PROPN
fumecheng-135	222	16	po	po	PROPN
fumecheng-135	222	17	parovma	parovma	PROPN
fumecheng-135	222	18	čvorova	čvorova	PROPN
fumecheng-135	222	19	mke	mke	PROPN
fumecheng-135	222	20	modela	modela	PROPN
fumecheng-135	222	21	,	,	PUNCT
fumecheng-135	222	22	nasuprot	nasuprot	NOUN
fumecheng-135	222	23	klasičnom	klasičnom	PROPN
fumecheng-135	222	24	pristupu	pristupu	PROPN
fumecheng-135	222	25	kod	kod	PROPN
fumecheng-135	222	26	koga	koga	PROPN
fumecheng-135	222	27	se	se	PROPN
fumecheng-135	223	1	grupisanje	grupisanje	PROPN
fumecheng-135	223	2	vrši	vrši	PROPN
fumecheng-135	223	3	po	po	PROPN
fumecheng-135	223	4	elementima	elementima	PROPN
fumecheng-135	223	5	.	.	PUNCT
fumecheng-135	224	1	time	time	NOUN
fumecheng-135	224	2	ova	ova	X
fumecheng-135	224	3	strategija	strategija	NOUN
fumecheng-135	224	4	redukuje	redukuje	VERB
fumecheng-135	224	5	memorijske	memorijske	ADJ
fumecheng-135	224	6	pristupe	pristupe	ADJ
fumecheng-135	224	7	neadekvatne	neadekvatne	PROPN
fumecheng-135	224	8	sa	sa	PROPN
fumecheng-135	224	9	stanovišta	stanovišta	PROPN
fumecheng-135	224	10	arhitekture	arhitekture	PROPN
fumecheng-135	224	11	memorije	memorije	PROPN
fumecheng-135	224	12	grafičkih	grafičkih	PROPN
fumecheng-135	224	13	karti	karti	PROPN
fumecheng-135	224	14	.	.	PUNCT
fumecheng-135	225	1	takođe	takođe	PROPN
fumecheng-135	225	2	,	,	PUNCT
fumecheng-135	225	3	ovaj	ovaj	PROPN
fumecheng-135	225	4	pristup	pristup	PROPN
fumecheng-135	225	5	koristi	koristi	PROPN
fumecheng-135	225	6	prednosti	prednosti	PROPN
fumecheng-135	225	7	matrica	matrica	PROPN
fumecheng-135	225	8	zapisanih	zapisanih	PROPN
fumecheng-135	225	9	u	u	PROPN
fumecheng-135	225	10	kompaktnom	kompaktnom	PROPN
fumecheng-135	225	11	obliku	obliku	NOUN
fumecheng-135	226	1	i	i	PRON
fumecheng-135	226	2	pokazano	pokazano	PROPN
fumecheng-135	226	3	je	je	PROPN
fumecheng-135	226	4	kako	kako	PROPN
fumecheng-135	226	5	izbeći	izbeći	PROPN
fumecheng-135	226	6	dalja	dalja	PROPN
fumecheng-135	226	7	potencijalna	potencijalna	PROPN
fumecheng-135	226	8	„	„	PUNCT
fumecheng-135	226	9	uska	uska	PROPN
fumecheng-135	226	10	grla	grla	PROPN
fumecheng-135	226	11	”	"	PUNCT
fumecheng-135	226	12	u	u	NOUN
fumecheng-135	226	13	algoritmu	algoritmu	NOUN
fumecheng-135	226	14	.	.	PUNCT
fumecheng-135	227	1	da	da	PROPN
fumecheng-135	227	2	bi	bi	PROPN
fumecheng-135	227	3	se	se	PROPN
fumecheng-135	227	4	deformaciono	deformaciono	PROPN
fumecheng-135	227	5	ponašanje	ponašanje	PROPN
fumecheng-135	227	6	opisalo	opisalo	PROPN
fumecheng-135	227	7	na	na	INTJ
fumecheng-135	227	8	realističan	realističan	PROPN
fumecheng-135	227	9	način	način	PROPN
fumecheng-135	227	10	i	i	PRON
fumecheng-135	227	11	pri	pri	PROPN
fumecheng-135	227	12	velikim	velikim	PROPN
fumecheng-135	227	13	lokalnim	lokalnim	PROPN
fumecheng-135	227	14	rotacijama	rotacijama	PROPN
fumecheng-135	227	15	,	,	PUNCT
fumecheng-135	227	16	iskoršćena	iskoršćena	PROPN
fumecheng-135	227	17	je	je	PROPN
fumecheng-135	227	18	uprošćena	uprošćena	PROPN
fumecheng-135	227	19	korotaciona	korotaciona	PROPN
fumecheng-135	227	20	fem	fem	PROPN
fumecheng-135	227	21	formulacija	formulacija	NOUN
fumecheng-135	227	22	.	.	PUNCT
fumecheng-135	228	1	ključne	ključne	PROPN
fumecheng-135	228	2	reči	reči	PROPN
fumecheng-135	228	3	:	:	PUNCT
fumecheng-135	228	4	korotaciona	korotaciona	PROPN
fumecheng-135	228	5	mke	mke	PROPN
fumecheng-135	228	6	,	,	PUNCT
fumecheng-135	228	7	grafička	grafička	PROPN
fumecheng-135	228	8	karta	karta	PROPN
fumecheng-135	228	9	,	,	PUNCT
fumecheng-135	228	10	cuda	cuda	PROPN
fumecheng-135	228	11	,	,	PUNCT
fumecheng-135	228	12	kompaktna	kompaktna	NOUN
fumecheng-135	228	13	matrica	matrica	PROPN
fumecheng-135	228	14	,	,	PUNCT
fumecheng-135	228	15	metoda	metoda	PROPN
fumecheng-135	228	16	konjugovanih	konjugovanih	PROPN
fumecheng-135	228	17	gradijenata	gradijenata	PROPN
fumecheng-135	228	18	,	,	PUNCT
fumecheng-135	228	19	geometrijska	geometrijska	ADJ
fumecheng-135	228	20	nelinearnost	nelinearnost	NOUN
fumecheng-135	228	21	.	.	PUNCT
fumecheng-135	229	1	http://developer.download.nvidia.com/compute/cuda/1.1http://developer.download.nvidia.com/compute/cuda/1.1	http://developer.download.nvidia.com/compute/cuda/1.1http://developer.download.nvidia.com/compute/cuda/1.1	PUNCT