id	sid	tid	token	lemma	pos
brj-23316	1	1	editorial	editorial	ADJ
brj-23316	1	2	editorial	editorial	NOUN
brj-23316	1	3	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23316	1	4	garbowski	garbowski	NOUN
brj-23316	1	5	(	(	PUNCT
brj-23316	1	6	2024	2024	NUM
brj-23316	1	7	)	)	PUNCT
brj-23316	1	8	.	.	PUNCT
brj-23316	2	1	“	"	PUNCT
brj-23316	2	2	corrugated	corrugate	VERB
brj-23316	2	3	board	board	NOUN
brj-23316	2	4	and	and	CCONJ
brj-23316	2	5	ai	ai	VERB
brj-23316	2	6	,	,	PUNCT
brj-23316	2	7	”	"	PUNCT
brj-23316	2	8	bioresources	bioresource	NOUN
brj-23316	2	9	19(2	19(2	NUM
brj-23316	2	10	)	)	PUNCT
brj-23316	2	11	,	,	PUNCT
brj-23316	2	12	2003	2003	NUM
brj-23316	2	13	-	-	SYM
brj-23316	2	14	2006	2006	NUM
brj-23316	2	15	.	.	PUNCT
brj-23316	3	1	2003	2003	NUM
brj-23316	3	2	revolutionizing	revolutionize	VERB
brj-23316	3	3	corrugated	corrugate	VERB
brj-23316	3	4	board	board	NOUN
brj-23316	3	5	production	production	NOUN
brj-23316	3	6	and	and	CCONJ
brj-23316	3	7	optimization	optimization	NOUN
brj-23316	3	8	with	with	ADP
brj-23316	3	9	artificial	artificial	ADJ
brj-23316	3	10	intelligence	intelligence	NOUN
brj-23316	3	11	tomasz	tomasz	NOUN
brj-23316	3	12	garbowski	garbowski	NOUN
brj-23316	3	13	in	in	ADP
brj-23316	3	14	the	the	DET
brj-23316	3	15	field	field	NOUN
brj-23316	3	16	of	of	ADP
brj-23316	3	17	corrugated	corrugated	ADJ
brj-23316	3	18	board	board	NOUN
brj-23316	3	19	production	production	NOUN
brj-23316	3	20	and	and	CCONJ
brj-23316	3	21	packaging	packaging	NOUN
brj-23316	3	22	optimization	optimization	NOUN
brj-23316	3	23	,	,	PUNCT
brj-23316	3	24	the	the	DET
brj-23316	3	25	advent	advent	NOUN
brj-23316	3	26	of	of	ADP
brj-23316	3	27	artificial	artificial	ADJ
brj-23316	3	28	intelligence	intelligence	NOUN
brj-23316	3	29	(	(	PUNCT
brj-23316	3	30	ai	ai	NOUN
brj-23316	3	31	)	)	PUNCT
brj-23316	3	32	has	have	AUX
brj-23316	3	33	initiated	initiate	VERB
brj-23316	3	34	a	a	DET
brj-23316	3	35	paradigm	paradigm	NOUN
brj-23316	3	36	shift	shift	NOUN
brj-23316	3	37	.	.	PUNCT
brj-23316	4	1	this	this	DET
brj-23316	4	2	paper	paper	NOUN
brj-23316	4	3	presents	present	VERB
brj-23316	4	4	a	a	DET
brj-23316	4	5	brief	brief	ADJ
brj-23316	4	6	analysis	analysis	NOUN
brj-23316	4	7	of	of	ADP
brj-23316	4	8	ai	ai	PROPN
brj-23316	4	9	's	's	PART
brj-23316	4	10	role	role	NOUN
brj-23316	4	11	in	in	ADP
brj-23316	4	12	revolutionizing	revolutionize	VERB
brj-23316	4	13	both	both	CCONJ
brj-23316	4	14	the	the	DET
brj-23316	4	15	production	production	NOUN
brj-23316	4	16	of	of	ADP
brj-23316	4	17	corrugated	corrugated	ADJ
brj-23316	4	18	board	board	PROPN
brj-23316	4	19	and	and	CCONJ
brj-23316	4	20	the	the	DET
brj-23316	4	21	design	design	NOUN
brj-23316	4	22	of	of	ADP
brj-23316	4	23	corrugated	corrugate	VERB
brj-23316	4	24	packaging	packaging	NOUN
brj-23316	4	25	.	.	PUNCT
brj-23316	5	1	it	it	PRON
brj-23316	5	2	explores	explore	VERB
brj-23316	5	3	the	the	DET
brj-23316	5	4	integration	integration	NOUN
brj-23316	5	5	of	of	ADP
brj-23316	5	6	ai	ai	VERB
brj-23316	5	7	in	in	ADP
brj-23316	5	8	the	the	DET
brj-23316	5	9	homogenization	homogenization	NOUN
brj-23316	5	10	process	process	NOUN
brj-23316	5	11	of	of	ADP
brj-23316	5	12	complex	complex	ADJ
brj-23316	5	13	corrugated	corrugate	VERB
brj-23316	5	14	board	board	NOUN
brj-23316	5	15	structures	structure	NOUN
brj-23316	5	16	into	into	ADP
brj-23316	5	17	single	single	ADJ
brj-23316	5	18	-	-	PUNCT
brj-23316	5	19	layer	layer	NOUN
brj-23316	5	20	,	,	PUNCT
brj-23316	5	21	shallow	shallow	ADJ
brj-23316	5	22	shell	shell	NOUN
brj-23316	5	23	-	-	PUNCT
brj-23316	5	24	based	base	VERB
brj-23316	5	25	computational	computational	ADJ
brj-23316	5	26	models	model	NOUN
brj-23316	5	27	,	,	PUNCT
brj-23316	5	28	aiming	aim	VERB
brj-23316	5	29	to	to	PART
brj-23316	5	30	improve	improve	VERB
brj-23316	5	31	and	and	CCONJ
brj-23316	5	32	accelerate	accelerate	VERB
brj-23316	5	33	load	load	NOUN
brj-23316	5	34	-	-	PUNCT
brj-23316	5	35	bearing	bear	VERB
brj-23316	5	36	calculations	calculation	NOUN
brj-23316	5	37	.	.	PUNCT
brj-23316	6	1	this	this	DET
brj-23316	6	2	work	work	NOUN
brj-23316	6	3	presents	present	VERB
brj-23316	6	4	also	also	ADV
brj-23316	6	5	how	how	SCONJ
brj-23316	6	6	ai	ai	VERB
brj-23316	6	7	's	's	PART
brj-23316	6	8	predictive	predictive	ADJ
brj-23316	6	9	and	and	CCONJ
brj-23316	6	10	analytical	analytical	ADJ
brj-23316	6	11	capabilities	capability	NOUN
brj-23316	6	12	are	be	AUX
brj-23316	6	13	pivotal	pivotal	ADJ
brj-23316	6	14	in	in	ADP
brj-23316	6	15	achieving	achieve	VERB
brj-23316	6	16	efficiency	efficiency	NOUN
brj-23316	6	17	,	,	PUNCT
brj-23316	6	18	sustainability	sustainability	NOUN
brj-23316	6	19	,	,	PUNCT
brj-23316	6	20	and	and	CCONJ
brj-23316	6	21	costeffectiveness	costeffectiveness	NOUN
brj-23316	6	22	in	in	ADP
brj-23316	6	23	the	the	DET
brj-23316	6	24	corrugated	corrugated	PROPN
brj-23316	6	25	board	board	NOUN
brj-23316	6	26	industry	industry	NOUN
brj-23316	6	27	.	.	PUNCT
brj-23316	7	1	doi	doi	NOUN
brj-23316	7	2	:	:	PUNCT
brj-23316	7	3	10.15376	10.15376	NUM
brj-23316	7	4	/	/	SYM
brj-23316	7	5	biores.19.2.2003	biores.19.2.2003	NOUN
brj-23316	7	6	-	-	PUNCT
brj-23316	7	7	2006	2006	NUM
brj-23316	7	8	keywords	keyword	NOUN
brj-23316	7	9	:	:	PUNCT
brj-23316	7	10	corrugated	corrugated	PROPN
brj-23316	7	11	board	board	PROPN
brj-23316	7	12	;	;	PUNCT
brj-23316	7	13	artificial	artificial	ADJ
brj-23316	7	14	intelligence	intelligence	NOUN
brj-23316	7	15	;	;	PUNCT
brj-23316	7	16	box	box	NOUN
brj-23316	7	17	strength	strength	NOUN
brj-23316	7	18	;	;	PUNCT
brj-23316	7	19	production	production	NOUN
brj-23316	7	20	optimization	optimization	NOUN
brj-23316	7	21	contact	contact	NOUN
brj-23316	7	22	information	information	NOUN
brj-23316	7	23	:	:	PUNCT
brj-23316	7	24	university	university	NOUN
brj-23316	7	25	center	center	NOUN
brj-23316	7	26	for	for	ADP
brj-23316	7	27	eco	eco	NOUN
brj-23316	7	28	-	-	PUNCT
brj-23316	7	29	materials	material	NOUN
brj-23316	7	30	.	.	PUNCT
brj-23316	8	1	poznan	poznan	PROPN
brj-23316	8	2	university	university	PROPN
brj-23316	8	3	of	of	ADP
brj-23316	8	4	life	life	NOUN
brj-23316	8	5	sciences	science	NOUN
brj-23316	8	6	;	;	PUNCT
brj-23316	8	7	email	email	NOUN
brj-23316	8	8	:	:	PUNCT
brj-23316	8	9	tomasz.garbowski@up.poznan.pl	tomasz.garbowski@up.poznan.pl	PROPN
brj-23316	8	10	introduction	introduction	NOUN
brj-23316	8	11	in	in	ADP
brj-23316	8	12	the	the	DET
brj-23316	8	13	current	current	ADJ
brj-23316	8	14	market	market	NOUN
brj-23316	8	15	landscape	landscape	NOUN
brj-23316	8	16	,	,	PUNCT
brj-23316	8	17	characterized	characterize	VERB
brj-23316	8	18	by	by	ADP
brj-23316	8	19	growing	grow	VERB
brj-23316	8	20	market	market	NOUN
brj-23316	8	21	and	and	CCONJ
brj-23316	8	22	environmental	environmental	ADJ
brj-23316	8	23	demands	demand	NOUN
brj-23316	9	1	,	,	PUNCT
brj-23316	9	2	the	the	DET
brj-23316	9	3	packaging	packaging	NOUN
brj-23316	9	4	industry	industry	NOUN
brj-23316	9	5	is	be	AUX
brj-23316	9	6	tasked	task	VERB
brj-23316	9	7	with	with	ADP
brj-23316	9	8	the	the	DET
brj-23316	9	9	continuous	continuous	ADJ
brj-23316	9	10	improvement	improvement	NOUN
brj-23316	9	11	of	of	ADP
brj-23316	9	12	its	its	PRON
brj-23316	9	13	processes	process	NOUN
brj-23316	9	14	and	and	CCONJ
brj-23316	9	15	products	product	NOUN
brj-23316	9	16	.	.	PUNCT
brj-23316	10	1	corrugated	corrugated	PROPN
brj-23316	10	2	board	board	PROPN
brj-23316	10	3	,	,	PUNCT
brj-23316	10	4	being	be	AUX
brj-23316	10	5	a	a	DET
brj-23316	10	6	fundamental	fundamental	ADJ
brj-23316	10	7	material	material	NOUN
brj-23316	10	8	in	in	ADP
brj-23316	10	9	packaging	packaging	NOUN
brj-23316	10	10	production	production	NOUN
brj-23316	10	11	,	,	PUNCT
brj-23316	10	12	stands	stand	VERB
brj-23316	10	13	at	at	ADP
brj-23316	10	14	the	the	DET
brj-23316	10	15	forefront	forefront	NOUN
brj-23316	10	16	of	of	ADP
brj-23316	10	17	these	these	DET
brj-23316	10	18	challenges	challenge	NOUN
brj-23316	10	19	,	,	PUNCT
brj-23316	10	20	requiring	require	VERB
brj-23316	10	21	innovative	innovative	ADJ
brj-23316	10	22	approaches	approach	NOUN
brj-23316	10	23	(	(	PUNCT
brj-23316	10	24	luo	luo	PROPN
brj-23316	10	25	et	et	PROPN
brj-23316	10	26	al	al	PROPN
brj-23316	10	27	.	.	PROPN
brj-23316	10	28	2022	2022	NUM
brj-23316	10	29	;	;	PUNCT
brj-23316	10	30	gaudelas	gaudelas	PROPN
brj-23316	10	31	et	et	PROPN
brj-23316	10	32	al	al	PROPN
brj-23316	10	33	.	.	PROPN
brj-23316	10	34	2023	2023	NUM
brj-23316	10	35	;)	;)	PUNCT
brj-23316	10	36	to	to	PART
brj-23316	10	37	meet	meet	VERB
brj-23316	10	38	evolving	evolving	NOUN
brj-23316	10	39	requirements	requirement	NOUN
brj-23316	10	40	(	(	PUNCT
brj-23316	10	41	johst	johst	NOUN
brj-23316	10	42	et	et	PROPN
brj-23316	10	43	al	al	PROPN
brj-23316	10	44	.	.	PROPN
brj-23316	10	45	2023	2023	NUM
brj-23316	10	46	)	)	PUNCT
brj-23316	10	47	.	.	PUNCT
brj-23316	11	1	in	in	ADP
brj-23316	11	2	recent	recent	ADJ
brj-23316	11	3	decades	decade	NOUN
brj-23316	11	4	,	,	PUNCT
brj-23316	11	5	significant	significant	ADJ
brj-23316	11	6	progress	progress	NOUN
brj-23316	11	7	has	have	AUX
brj-23316	11	8	been	be	AUX
brj-23316	11	9	observed	observe	VERB
brj-23316	11	10	in	in	ADP
brj-23316	11	11	the	the	DET
brj-23316	11	12	digitalization	digitalization	NOUN
brj-23316	11	13	and	and	CCONJ
brj-23316	11	14	optimization	optimization	NOUN
brj-23316	11	15	of	of	ADP
brj-23316	11	16	corrugated	corrugated	PROPN
brj-23316	11	17	board	board	NOUN
brj-23316	11	18	production	production	NOUN
brj-23316	11	19	,	,	PUNCT
brj-23316	11	20	with	with	ADP
brj-23316	11	21	artificial	artificial	ADJ
brj-23316	11	22	intelligence	intelligence	NOUN
brj-23316	11	23	(	(	PUNCT
brj-23316	11	24	ai	ai	AUX
brj-23316	11	25	)	)	PUNCT
brj-23316	11	26	being	be	AUX
brj-23316	11	27	recognized	recognize	VERB
brj-23316	11	28	as	as	ADP
brj-23316	11	29	a	a	DET
brj-23316	11	30	potentially	potentially	ADV
brj-23316	11	31	transformative	transformative	ADJ
brj-23316	11	32	force	force	NOUN
brj-23316	11	33	.	.	PUNCT
brj-23316	12	1	the	the	DET
brj-23316	12	2	possible	possible	ADJ
brj-23316	12	3	role	role	NOUN
brj-23316	12	4	of	of	ADP
brj-23316	12	5	ai	ai	NOUN
brj-23316	12	6	could	could	AUX
brj-23316	12	7	extend	extend	VERB
brj-23316	12	8	from	from	ADP
brj-23316	12	9	e.g.	e.g.	ADV
brj-23316	12	10	optimizing	optimize	VERB
brj-23316	12	11	the	the	DET
brj-23316	12	12	homogenization	homogenization	NOUN
brj-23316	12	13	process	process	NOUN
brj-23316	12	14	,	,	PUNCT
brj-23316	12	15	which	which	PRON
brj-23316	12	16	would	would	AUX
brj-23316	12	17	simplify	simplify	VERB
brj-23316	12	18	complex	complex	ADJ
brj-23316	12	19	structures	structure	NOUN
brj-23316	12	20	of	of	ADP
brj-23316	12	21	corrugated	corrugated	ADJ
brj-23316	12	22	board	board	NOUN
brj-23316	12	23	into	into	ADP
brj-23316	12	24	manageable	manageable	ADJ
brj-23316	12	25	models	model	NOUN
brj-23316	12	26	(	(	PUNCT
brj-23316	12	27	garbowski	garbowski	NOUN
brj-23316	12	28	2022	2022	NUM
brj-23316	12	29	,	,	PUNCT
brj-23316	12	30	2023a	2023a	NUM
brj-23316	12	31	)	)	PUNCT
brj-23316	12	32	,	,	PUNCT
brj-23316	12	33	to	to	PART
brj-23316	12	34	refining	refine	VERB
brj-23316	12	35	the	the	DET
brj-23316	12	36	accuracy	accuracy	NOUN
brj-23316	12	37	of	of	ADP
brj-23316	12	38	safety	safety	NOUN
brj-23316	12	39	factor	factor	NOUN
brj-23316	12	40	estimations	estimation	NOUN
brj-23316	12	41	(	(	PUNCT
brj-23316	12	42	garbowski	garbowski	NOUN
brj-23316	12	43	2023a	2023a	NUM
brj-23316	12	44	)	)	PUNCT
brj-23316	12	45	,	,	PUNCT
brj-23316	12	46	crucial	crucial	ADJ
brj-23316	12	47	for	for	ADP
brj-23316	12	48	ensuring	ensure	VERB
brj-23316	12	49	structural	structural	ADJ
brj-23316	12	50	integrity	integrity	NOUN
brj-23316	12	51	.	.	PUNCT
brj-23316	13	1	moreover	moreover	ADV
brj-23316	13	2	,	,	PUNCT
brj-23316	13	3	ai	ai	VERB
brj-23316	13	4	algorithms	algorithm	NOUN
brj-23316	13	5	,	,	PUNCT
brj-23316	13	6	particularly	particularly	ADV
brj-23316	13	7	artificial	artificial	ADJ
brj-23316	13	8	neural	neural	ADJ
brj-23316	13	9	networks	network	NOUN
brj-23316	13	10	,	,	PUNCT
brj-23316	13	11	as	as	SCONJ
brj-23316	13	12	demonstrated	demonstrate	VERB
brj-23316	13	13	in	in	ADP
brj-23316	13	14	recent	recent	ADJ
brj-23316	13	15	studies	study	NOUN
brj-23316	13	16	(	(	PUNCT
brj-23316	13	17	gajewski	gajewski	VERB
brj-23316	13	18	et	et	PROPN
brj-23316	13	19	al	al	PROPN
brj-23316	13	20	.	.	PROPN
brj-23316	13	21	2023	2023	NUM
brj-23316	13	22	;	;	PUNCT
brj-23316	13	23	gu	gu	NOUN
brj-23316	13	24	et	et	PROPN
brj-23316	13	25	al	al	PROPN
brj-23316	13	26	.	.	PROPN
brj-23316	13	27	2023	2023	NUM
brj-23316	13	28	)	)	PUNCT
brj-23316	13	29	,	,	PUNCT
brj-23316	13	30	have	have	AUX
brj-23316	13	31	already	already	ADV
brj-23316	13	32	shown	show	VERB
brj-23316	13	33	significant	significant	ADJ
brj-23316	13	34	potential	potential	NOUN
brj-23316	13	35	in	in	ADP
brj-23316	13	36	predicting	predict	VERB
brj-23316	13	37	the	the	DET
brj-23316	13	38	crush	crush	NOUN
brj-23316	13	39	resistance	resistance	NOUN
brj-23316	13	40	and	and	CCONJ
brj-23316	13	41	load	load	NOUN
brj-23316	13	42	-	-	PUNCT
brj-23316	13	43	bearing	bear	VERB
brj-23316	13	44	capacity	capacity	NOUN
brj-23316	13	45	of	of	ADP
brj-23316	13	46	various	various	ADJ
brj-23316	13	47	corrugated	corrugate	VERB
brj-23316	13	48	packaging	packaging	NOUN
brj-23316	13	49	designs	design	NOUN
brj-23316	13	50	.	.	PUNCT
brj-23316	14	1	the	the	DET
brj-23316	14	2	potential	potential	ADJ
brj-23316	14	3	application	application	NOUN
brj-23316	14	4	of	of	ADP
brj-23316	14	5	ai	ai	NOUN
brj-23316	14	6	goes	go	VERB
brj-23316	14	7	beyond	beyond	ADP
brj-23316	14	8	the	the	DET
brj-23316	14	9	basic	basic	ADJ
brj-23316	14	10	aspects	aspect	NOUN
brj-23316	14	11	of	of	ADP
brj-23316	14	12	corrugated	corrugate	VERB
brj-23316	14	13	board	board	NOUN
brj-23316	14	14	production	production	NOUN
brj-23316	14	15	.	.	PUNCT
brj-23316	15	1	it	it	PRON
brj-23316	15	2	could	could	AUX
brj-23316	15	3	address	address	VERB
brj-23316	15	4	intricate	intricate	ADJ
brj-23316	15	5	challenges	challenge	NOUN
brj-23316	15	6	such	such	ADJ
brj-23316	15	7	as	as	ADP
brj-23316	15	8	varying	vary	VERB
brj-23316	15	9	environmental	environmental	ADJ
brj-23316	15	10	conditions	condition	NOUN
brj-23316	15	11	during	during	ADP
brj-23316	15	12	storage	storage	NOUN
brj-23316	15	13	and	and	CCONJ
brj-23316	15	14	transport	transport	NOUN
brj-23316	15	15	,	,	PUNCT
brj-23316	15	16	the	the	DET
brj-23316	15	17	uncertainty	uncertainty	NOUN
brj-23316	15	18	related	relate	VERB
brj-23316	15	19	to	to	ADP
brj-23316	15	20	material	material	NOUN
brj-23316	15	21	quality	quality	NOUN
brj-23316	15	22	,	,	PUNCT
brj-23316	15	23	and	and	CCONJ
brj-23316	15	24	the	the	DET
brj-23316	15	25	complexities	complexity	NOUN
brj-23316	15	26	introduced	introduce	VERB
brj-23316	15	27	by	by	ADP
brj-23316	15	28	design	design	NOUN
brj-23316	15	29	features	feature	NOUN
brj-23316	15	30	like	like	ADP
brj-23316	15	31	ventilation	ventilation	NOUN
brj-23316	15	32	holes	hole	NOUN
brj-23316	15	33	and	and	CCONJ
brj-23316	15	34	perforations	perforation	NOUN
brj-23316	15	35	.	.	PUNCT
brj-23316	16	1	these	these	DET
brj-23316	16	2	aspects	aspect	NOUN
brj-23316	16	3	,	,	PUNCT
brj-23316	16	4	which	which	PRON
brj-23316	16	5	are	be	AUX
brj-23316	16	6	often	often	ADV
brj-23316	16	7	overlooked	overlook	VERB
brj-23316	16	8	in	in	ADP
brj-23316	16	9	traditional	traditional	ADJ
brj-23316	16	10	methods	method	NOUN
brj-23316	16	11	,	,	PUNCT
brj-23316	16	12	are	be	AUX
brj-23316	16	13	crucial	crucial	ADJ
brj-23316	16	14	for	for	ADP
brj-23316	16	15	ensuring	ensure	VERB
brj-23316	16	16	the	the	DET
brj-23316	16	17	safety	safety	NOUN
brj-23316	16	18	,	,	PUNCT
brj-23316	16	19	durability	durability	NOUN
brj-23316	16	20	,	,	PUNCT
brj-23316	16	21	and	and	CCONJ
brj-23316	16	22	efficiency	efficiency	NOUN
brj-23316	16	23	of	of	ADP
brj-23316	16	24	packaging	packaging	NOUN
brj-23316	16	25	solutions	solution	NOUN
brj-23316	16	26	.	.	PUNCT
brj-23316	17	1	this	this	DET
brj-23316	17	2	work	work	NOUN
brj-23316	17	3	seeks	seek	VERB
brj-23316	17	4	to	to	PART
brj-23316	17	5	investigate	investigate	VERB
brj-23316	17	6	the	the	DET
brj-23316	17	7	potential	potential	ADJ
brj-23316	17	8	transformative	transformative	ADJ
brj-23316	17	9	impact	impact	NOUN
brj-23316	17	10	of	of	ADP
brj-23316	17	11	ai	ai	NOUN
brj-23316	17	12	on	on	ADP
brj-23316	17	13	traditional	traditional	ADJ
brj-23316	17	14	methods	method	NOUN
brj-23316	17	15	of	of	ADP
brj-23316	17	16	corrugated	corrugated	ADJ
brj-23316	17	17	board	board	NOUN
brj-23316	17	18	production	production	NOUN
brj-23316	17	19	.	.	PUNCT
brj-23316	18	1	ai	ai	VERB
brj-23316	18	2	has	have	VERB
brj-23316	18	3	the	the	DET
brj-23316	18	4	potential	potential	NOUN
brj-23316	18	5	to	to	PART
brj-23316	18	6	not	not	PART
brj-23316	18	7	only	only	ADV
brj-23316	18	8	enhance	enhance	VERB
brj-23316	18	9	efficiency	efficiency	NOUN
brj-23316	18	10	but	but	CCONJ
brj-23316	18	11	also	also	ADV
brj-23316	18	12	play	play	VERB
brj-23316	18	13	a	a	DET
brj-23316	18	14	crucial	crucial	ADJ
brj-23316	18	15	role	role	NOUN
brj-23316	18	16	in	in	ADP
brj-23316	18	17	optimizing	optimize	VERB
brj-23316	18	18	the	the	DET
brj-23316	18	19	use	use	NOUN
brj-23316	18	20	of	of	ADP
brj-23316	18	21	materials	material	NOUN
brj-23316	18	22	and	and	CCONJ
brj-23316	18	23	editorial	editorial	NOUN
brj-23316	18	24	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23316	18	25	garbowski	garbowski	NOUN
brj-23316	18	26	(	(	PUNCT
brj-23316	18	27	2024	2024	NUM
brj-23316	18	28	)	)	PUNCT
brj-23316	18	29	.	.	PUNCT
brj-23316	19	1	“	"	PUNCT
brj-23316	19	2	corrugated	corrugate	VERB
brj-23316	19	3	board	board	NOUN
brj-23316	19	4	and	and	CCONJ
brj-23316	19	5	ai	ai	VERB
brj-23316	19	6	,	,	PUNCT
brj-23316	19	7	”	"	PUNCT
brj-23316	19	8	bioresources	bioresource	NOUN
brj-23316	19	9	19(2	19(2	NUM
brj-23316	19	10	)	)	PUNCT
brj-23316	19	11	,	,	PUNCT
brj-23316	19	12	2003	2003	NUM
brj-23316	19	13	-	-	SYM
brj-23316	19	14	2006	2006	NUM
brj-23316	19	15	.	.	PUNCT
brj-23316	20	1	2004	2004	NUM
brj-23316	21	1	reducing	reduce	VERB
brj-23316	21	2	the	the	DET
brj-23316	21	3	ecological	ecological	ADJ
brj-23316	21	4	footprint	footprint	NOUN
brj-23316	21	5	.	.	PUNCT
brj-23316	22	1	a	a	DET
brj-23316	22	2	particular	particular	ADJ
brj-23316	22	3	emphasis	emphasis	NOUN
brj-23316	22	4	is	be	AUX
brj-23316	22	5	placed	place	VERB
brj-23316	22	6	on	on	ADP
brj-23316	22	7	exploring	explore	VERB
brj-23316	22	8	an	an	DET
brj-23316	22	9	innovative	innovative	ADJ
brj-23316	22	10	ai	ai	NOUN
brj-23316	22	11	-	-	PUNCT
brj-23316	22	12	based	base	VERB
brj-23316	22	13	approach	approach	NOUN
brj-23316	22	14	that	that	PRON
brj-23316	22	15	could	could	AUX
brj-23316	22	16	synergize	synergize	VERB
brj-23316	22	17	the	the	DET
brj-23316	22	18	strengths	strength	NOUN
brj-23316	22	19	of	of	ADP
brj-23316	22	20	various	various	ADJ
brj-23316	22	21	digitalization	digitalization	NOUN
brj-23316	22	22	pathways	pathway	NOUN
brj-23316	22	23	.	.	PUNCT
brj-23316	23	1	this	this	DET
brj-23316	23	2	approach	approach	NOUN
brj-23316	23	3	suggests	suggest	VERB
brj-23316	23	4	the	the	DET
brj-23316	23	5	possibility	possibility	NOUN
brj-23316	23	6	of	of	ADP
brj-23316	23	7	using	use	VERB
brj-23316	23	8	ai	ai	VERB
brj-23316	23	9	to	to	PART
brj-23316	23	10	streamline	streamline	VERB
brj-23316	23	11	the	the	DET
brj-23316	23	12	modeling	modeling	NOUN
brj-23316	23	13	process	process	NOUN
brj-23316	23	14	by	by	ADP
brj-23316	23	15	identifying	identify	VERB
brj-23316	23	16	key	key	ADJ
brj-23316	23	17	relationships	relationship	NOUN
brj-23316	23	18	between	between	ADP
brj-23316	23	19	the	the	DET
brj-23316	23	20	properties	property	NOUN
brj-23316	23	21	of	of	ADP
brj-23316	23	22	corrugated	corrugated	ADJ
brj-23316	23	23	board	board	NOUN
brj-23316	23	24	and	and	CCONJ
brj-23316	23	25	various	various	ADJ
brj-23316	23	26	production	production	NOUN
brj-23316	23	27	parameters	parameter	NOUN
brj-23316	23	28	such	such	ADJ
brj-23316	23	29	as	as	ADP
brj-23316	23	30	adhesive	adhesive	ADJ
brj-23316	23	31	quantity	quantity	NOUN
brj-23316	23	32	,	,	PUNCT
brj-23316	23	33	temperature	temperature	NOUN
brj-23316	23	34	,	,	PUNCT
brj-23316	23	35	and	and	CCONJ
brj-23316	23	36	humidity	humidity	NOUN
brj-23316	23	37	.	.	PUNCT
brj-23316	24	1	the	the	DET
brj-23316	24	2	article	article	NOUN
brj-23316	24	3	discusses	discuss	VERB
brj-23316	24	4	how	how	SCONJ
brj-23316	24	5	this	this	DET
brj-23316	24	6	proposed	propose	VERB
brj-23316	24	7	ai	ai	NOUN
brj-23316	24	8	-	-	PUNCT
brj-23316	24	9	driven	drive	VERB
brj-23316	24	10	method	method	NOUN
brj-23316	24	11	could	could	AUX
brj-23316	24	12	potentially	potentially	ADV
brj-23316	24	13	combine	combine	VERB
brj-23316	24	14	the	the	DET
brj-23316	24	15	advantages	advantage	NOUN
brj-23316	24	16	of	of	ADP
brj-23316	24	17	detailed	detailed	ADJ
brj-23316	24	18	and	and	CCONJ
brj-23316	24	19	simplified	simplified	ADJ
brj-23316	24	20	models	model	NOUN
brj-23316	24	21	,	,	PUNCT
brj-23316	24	22	leading	lead	VERB
brj-23316	24	23	to	to	ADP
brj-23316	24	24	a	a	DET
brj-23316	24	25	more	more	ADV
brj-23316	24	26	efficient	efficient	ADJ
brj-23316	24	27	,	,	PUNCT
brj-23316	24	28	accurate	accurate	ADJ
brj-23316	24	29	,	,	PUNCT
brj-23316	24	30	and	and	CCONJ
brj-23316	24	31	adaptable	adaptable	ADJ
brj-23316	24	32	production	production	NOUN
brj-23316	24	33	process	process	NOUN
brj-23316	24	34	.	.	PUNCT
brj-23316	25	1	this	this	DET
brj-23316	25	2	approach	approach	NOUN
brj-23316	25	3	could	could	AUX
brj-23316	25	4	represent	represent	VERB
brj-23316	25	5	a	a	DET
brj-23316	25	6	significant	significant	ADJ
brj-23316	25	7	step	step	NOUN
brj-23316	25	8	forward	forward	ADV
brj-23316	25	9	in	in	ADP
brj-23316	25	10	corrugated	corrugated	ADJ
brj-23316	25	11	board	board	NOUN
brj-23316	25	12	production	production	NOUN
brj-23316	25	13	,	,	PUNCT
brj-23316	25	14	potentially	potentially	ADV
brj-23316	25	15	meeting	meet	VERB
brj-23316	25	16	the	the	DET
brj-23316	25	17	dynamic	dynamic	ADJ
brj-23316	25	18	needs	need	NOUN
brj-23316	25	19	of	of	ADP
brj-23316	25	20	the	the	DET
brj-23316	25	21	packaging	packaging	NOUN
brj-23316	25	22	industry	industry	NOUN
brj-23316	25	23	and	and	CCONJ
brj-23316	25	24	paving	pave	VERB
brj-23316	25	25	the	the	DET
brj-23316	25	26	way	way	NOUN
brj-23316	25	27	for	for	ADP
brj-23316	25	28	a	a	DET
brj-23316	25	29	sustainable	sustainable	ADJ
brj-23316	25	30	,	,	PUNCT
brj-23316	25	31	efficient	efficient	ADJ
brj-23316	25	32	,	,	PUNCT
brj-23316	25	33	and	and	CCONJ
brj-23316	25	34	cost	cost	NOUN
brj-23316	25	35	-	-	PUNCT
brj-23316	25	36	effective	effective	ADJ
brj-23316	25	37	future	future	NOUN
brj-23316	25	38	.	.	PUNCT
brj-23316	26	1	comparative	comparative	ADJ
brj-23316	26	2	analysis	analysis	NOUN
brj-23316	26	3	of	of	ADP
brj-23316	26	4	two	two	NUM
brj-23316	26	5	digitalization	digitalization	NOUN
brj-23316	26	6	pathways	pathway	NOUN
brj-23316	26	7	in	in	ADP
brj-23316	26	8	corrugated	corrugate	VERB
brj-23316	26	9	board	board	NOUN
brj-23316	26	10	production	production	NOUN
brj-23316	26	11	from	from	ADP
brj-23316	26	12	corrugated	corrugate	VERB
brj-23316	26	13	board	board	NOUN
brj-23316	26	14	to	to	ADP
brj-23316	26	15	packaging	package	VERB
brj-23316	26	16	this	this	DET
brj-23316	26	17	approach	approach	NOUN
brj-23316	26	18	takes	take	VERB
brj-23316	26	19	the	the	DET
brj-23316	26	20	finished	finish	VERB
brj-23316	26	21	corrugated	corrugate	VERB
brj-23316	26	22	board	board	NOUN
brj-23316	26	23	as	as	ADP
brj-23316	26	24	its	its	PRON
brj-23316	26	25	starting	starting	NOUN
brj-23316	26	26	point	point	NOUN
brj-23316	26	27	and	and	CCONJ
brj-23316	26	28	seeks	seek	VERB
brj-23316	26	29	to	to	PART
brj-23316	26	30	optimize	optimize	VERB
brj-23316	26	31	the	the	DET
brj-23316	26	32	packaging	packaging	NOUN
brj-23316	26	33	production	production	NOUN
brj-23316	26	34	process	process	NOUN
brj-23316	26	35	through	through	ADP
brj-23316	26	36	digitalization	digitalization	NOUN
brj-23316	26	37	and	and	CCONJ
brj-23316	26	38	the	the	DET
brj-23316	26	39	application	application	NOUN
brj-23316	26	40	of	of	ADP
brj-23316	26	41	ai	ai	NOUN
brj-23316	26	42	.	.	PUNCT
brj-23316	27	1	it	it	PRON
brj-23316	27	2	revolves	revolve	VERB
brj-23316	27	3	around	around	ADP
brj-23316	27	4	using	use	VERB
brj-23316	27	5	advanced	advanced	ADJ
brj-23316	27	6	modeling	modeling	NOUN
brj-23316	27	7	and	and	CCONJ
brj-23316	27	8	simulation	simulation	NOUN
brj-23316	27	9	techniques	technique	NOUN
brj-23316	27	10	to	to	PART
brj-23316	27	11	enhance	enhance	VERB
brj-23316	27	12	the	the	DET
brj-23316	27	13	final	final	ADJ
brj-23316	27	14	product	product	NOUN
brj-23316	27	15	’s	’s	PART
brj-23316	27	16	structural	structural	ADJ
brj-23316	27	17	integrity	integrity	NOUN
brj-23316	27	18	and	and	CCONJ
brj-23316	27	19	efficiency	efficiency	NOUN
brj-23316	27	20	.	.	PUNCT
brj-23316	28	1	this	this	DET
brj-23316	28	2	method	method	NOUN
brj-23316	28	3	allows	allow	VERB
brj-23316	28	4	for	for	ADP
brj-23316	28	5	a	a	DET
brj-23316	28	6	precise	precise	ADJ
brj-23316	28	7	customization	customization	NOUN
brj-23316	28	8	of	of	ADP
brj-23316	28	9	packaging	packaging	NOUN
brj-23316	28	10	features	feature	NOUN
brj-23316	28	11	,	,	PUNCT
brj-23316	28	12	such	such	ADJ
brj-23316	28	13	as	as	ADP
brj-23316	28	14	size	size	NOUN
brj-23316	28	15	,	,	PUNCT
brj-23316	28	16	shape	shape	NOUN
brj-23316	28	17	,	,	PUNCT
brj-23316	28	18	and	and	CCONJ
brj-23316	28	19	strength	strength	NOUN
brj-23316	28	20	,	,	PUNCT
brj-23316	28	21	ensuring	ensure	VERB
brj-23316	28	22	that	that	SCONJ
brj-23316	28	23	each	each	DET
brj-23316	28	24	package	package	NOUN
brj-23316	28	25	is	be	AUX
brj-23316	28	26	specifically	specifically	ADV
brj-23316	28	27	tailored	tailor	VERB
brj-23316	28	28	to	to	PART
brj-23316	28	29	meet	meet	VERB
brj-23316	28	30	its	its	PRON
brj-23316	28	31	intended	intended	ADJ
brj-23316	28	32	purpose	purpose	NOUN
brj-23316	28	33	.	.	PUNCT
brj-23316	29	1	the	the	DET
brj-23316	29	2	main	main	ADJ
brj-23316	29	3	benefit	benefit	NOUN
brj-23316	29	4	of	of	ADP
brj-23316	29	5	this	this	DET
brj-23316	29	6	approach	approach	NOUN
brj-23316	29	7	is	be	AUX
brj-23316	29	8	the	the	DET
brj-23316	29	9	ability	ability	NOUN
brj-23316	29	10	to	to	PART
brj-23316	29	11	create	create	VERB
brj-23316	29	12	high	high	ADJ
brj-23316	29	13	-	-	PUNCT
brj-23316	29	14	performance	performance	NOUN
brj-23316	29	15	packaging	packaging	NOUN
brj-23316	29	16	solutions	solution	NOUN
brj-23316	29	17	that	that	PRON
brj-23316	29	18	are	be	AUX
brj-23316	29	19	not	not	PART
brj-23316	29	20	only	only	ADV
brj-23316	29	21	robust	robust	ADJ
brj-23316	29	22	but	but	CCONJ
brj-23316	29	23	also	also	ADV
brj-23316	29	24	material	material	NOUN
brj-23316	29	25	-	-	PUNCT
brj-23316	29	26	efficient	efficient	ADJ
brj-23316	29	27	,	,	PUNCT
brj-23316	29	28	potentially	potentially	ADV
brj-23316	29	29	reducing	reduce	VERB
brj-23316	29	30	waste	waste	NOUN
brj-23316	29	31	and	and	CCONJ
brj-23316	29	32	environmental	environmental	ADJ
brj-23316	29	33	impact	impact	NOUN
brj-23316	29	34	.	.	PUNCT
brj-23316	30	1	however	however	ADV
brj-23316	30	2	,	,	PUNCT
brj-23316	30	3	focusing	focus	VERB
brj-23316	30	4	primarily	primarily	ADV
brj-23316	30	5	on	on	ADP
brj-23316	30	6	the	the	DET
brj-23316	30	7	end	end	NOUN
brj-23316	30	8	stage	stage	NOUN
brj-23316	30	9	of	of	ADP
brj-23316	30	10	the	the	DET
brj-23316	30	11	production	production	NOUN
brj-23316	30	12	process	process	NOUN
brj-23316	30	13	means	mean	VERB
brj-23316	30	14	that	that	SCONJ
brj-23316	30	15	this	this	DET
brj-23316	30	16	approach	approach	NOUN
brj-23316	30	17	might	might	AUX
brj-23316	30	18	overlook	overlook	VERB
brj-23316	30	19	variations	variation	NOUN
brj-23316	30	20	in	in	ADP
brj-23316	30	21	the	the	DET
brj-23316	30	22	raw	raw	ADJ
brj-23316	30	23	material	material	NOUN
brj-23316	30	24	properties	property	NOUN
brj-23316	30	25	.	.	PUNCT
brj-23316	31	1	such	such	ADJ
brj-23316	31	2	variations	variation	NOUN
brj-23316	31	3	can	can	AUX
brj-23316	31	4	have	have	VERB
brj-23316	31	5	significant	significant	ADJ
brj-23316	31	6	implications	implication	NOUN
brj-23316	31	7	on	on	ADP
brj-23316	31	8	the	the	DET
brj-23316	31	9	final	final	ADJ
brj-23316	31	10	product	product	NOUN
brj-23316	31	11	’s	’s	PART
brj-23316	31	12	performance	performance	NOUN
brj-23316	31	13	,	,	PUNCT
brj-23316	31	14	leading	lead	VERB
brj-23316	31	15	to	to	ADP
brj-23316	31	16	potential	potential	ADJ
brj-23316	31	17	discrepancies	discrepancy	NOUN
brj-23316	31	18	between	between	ADP
brj-23316	31	19	the	the	DET
brj-23316	31	20	theoretical	theoretical	ADJ
brj-23316	31	21	model	model	NOUN
brj-23316	31	22	predictions	prediction	NOUN
brj-23316	31	23	and	and	CCONJ
brj-23316	31	24	the	the	DET
brj-23316	31	25	actual	actual	ADJ
brj-23316	31	26	performance	performance	NOUN
brj-23316	31	27	of	of	ADP
brj-23316	31	28	the	the	DET
brj-23316	31	29	packaging	packaging	NOUN
brj-23316	31	30	.	.	PUNCT
brj-23316	32	1	this	this	DET
brj-23316	32	2	gap	gap	NOUN
brj-23316	32	3	could	could	AUX
brj-23316	32	4	affect	affect	VERB
brj-23316	32	5	the	the	DET
brj-23316	32	6	reliability	reliability	NOUN
brj-23316	32	7	of	of	ADP
brj-23316	32	8	the	the	DET
brj-23316	32	9	packaging	packaging	NOUN
brj-23316	32	10	solutions	solution	NOUN
brj-23316	32	11	,	,	PUNCT
brj-23316	32	12	making	make	VERB
brj-23316	32	13	it	it	PRON
brj-23316	32	14	crucial	crucial	ADJ
brj-23316	32	15	for	for	SCONJ
brj-23316	32	16	the	the	DET
brj-23316	32	17	modeling	modeling	NOUN
brj-23316	32	18	process	process	NOUN
brj-23316	32	19	to	to	PART
brj-23316	32	20	be	be	AUX
brj-23316	32	21	continuously	continuously	ADV
brj-23316	32	22	updated	update	VERB
brj-23316	32	23	and	and	CCONJ
brj-23316	32	24	refined	refine	VERB
brj-23316	32	25	based	base	VERB
brj-23316	32	26	on	on	ADP
brj-23316	32	27	real	real	ADJ
brj-23316	32	28	-	-	PUNCT
brj-23316	32	29	world	world	NOUN
brj-23316	32	30	data	datum	NOUN
brj-23316	32	31	and	and	CCONJ
brj-23316	32	32	feedback	feedback	NOUN
brj-23316	32	33	.	.	PUNCT
brj-23316	33	1	from	from	ADP
brj-23316	33	2	paper	paper	NOUN
brj-23316	33	3	to	to	ADP
brj-23316	33	4	packaging	packaging	NOUN
brj-23316	33	5	in	in	ADP
brj-23316	33	6	the	the	DET
brj-23316	33	7	‘	'	PUNCT
brj-23316	33	8	from	from	ADP
brj-23316	33	9	paper	paper	NOUN
brj-23316	33	10	to	to	ADP
brj-23316	33	11	packaging	packaging	NOUN
brj-23316	33	12	’	'	PUNCT
brj-23316	33	13	approach	approach	NOUN
brj-23316	33	14	,	,	PUNCT
brj-23316	33	15	the	the	DET
brj-23316	33	16	concept	concept	NOUN
brj-23316	33	17	begins	begin	VERB
brj-23316	33	18	with	with	ADP
brj-23316	33	19	the	the	DET
brj-23316	33	20	paper	paper	NOUN
brj-23316	33	21	itself	itself	PRON
brj-23316	33	22	,	,	PUNCT
brj-23316	33	23	forming	form	VERB
brj-23316	33	24	the	the	DET
brj-23316	33	25	basis	basis	NOUN
brj-23316	33	26	for	for	ADP
brj-23316	33	27	the	the	DET
brj-23316	33	28	entire	entire	ADJ
brj-23316	33	29	production	production	NOUN
brj-23316	33	30	process	process	NOUN
brj-23316	33	31	.	.	PUNCT
brj-23316	34	1	the	the	DET
brj-23316	34	2	prospective	prospective	ADJ
brj-23316	34	3	incorporation	incorporation	NOUN
brj-23316	34	4	of	of	ADP
brj-23316	34	5	ai	ai	VERB
brj-23316	34	6	early	early	ADV
brj-23316	34	7	in	in	ADP
brj-23316	34	8	the	the	DET
brj-23316	34	9	corrugated	corrugated	PROPN
brj-23316	34	10	board	board	PROPN
brj-23316	34	11	production	production	NOUN
brj-23316	34	12	process	process	NOUN
brj-23316	34	13	aims	aim	VERB
brj-23316	34	14	to	to	PART
brj-23316	34	15	optimize	optimize	VERB
brj-23316	34	16	the	the	DET
brj-23316	34	17	material	material	NOUN
brj-23316	34	18	properties	property	NOUN
brj-23316	34	19	of	of	ADP
brj-23316	34	20	the	the	DET
brj-23316	34	21	paper	paper	NOUN
brj-23316	34	22	,	,	PUNCT
brj-23316	34	23	which	which	PRON
brj-23316	34	24	are	be	AUX
brj-23316	34	25	crucial	crucial	ADJ
brj-23316	34	26	for	for	ADP
brj-23316	34	27	the	the	DET
brj-23316	34	28	overall	overall	ADJ
brj-23316	34	29	quality	quality	NOUN
brj-23316	34	30	and	and	CCONJ
brj-23316	34	31	performance	performance	NOUN
brj-23316	34	32	of	of	ADP
brj-23316	34	33	the	the	DET
brj-23316	34	34	final	final	ADJ
brj-23316	34	35	product	product	NOUN
brj-23316	34	36	.	.	PUNCT
brj-23316	35	1	the	the	DET
brj-23316	35	2	potential	potential	ADJ
brj-23316	35	3	integration	integration	NOUN
brj-23316	35	4	of	of	ADP
brj-23316	35	5	ai	ai	NOUN
brj-23316	35	6	at	at	ADP
brj-23316	35	7	this	this	DET
brj-23316	35	8	initial	initial	ADJ
brj-23316	35	9	stage	stage	NOUN
brj-23316	35	10	could	could	AUX
brj-23316	35	11	allow	allow	VERB
brj-23316	35	12	for	for	ADP
brj-23316	35	13	a	a	DET
brj-23316	35	14	comprehensive	comprehensive	ADJ
brj-23316	35	15	analysis	analysis	NOUN
brj-23316	35	16	and	and	CCONJ
brj-23316	35	17	enhancement	enhancement	NOUN
brj-23316	35	18	of	of	ADP
brj-23316	35	19	the	the	DET
brj-23316	35	20	paper	paper	NOUN
brj-23316	35	21	’s	’s	PART
brj-23316	35	22	characteristics	characteristic	NOUN
brj-23316	35	23	,	,	PUNCT
brj-23316	35	24	such	such	ADJ
brj-23316	35	25	as	as	ADP
brj-23316	35	26	its	its	PRON
brj-23316	35	27	strength	strength	NOUN
brj-23316	35	28	,	,	PUNCT
brj-23316	35	29	elasticity	elasticity	NOUN
brj-23316	35	30	,	,	PUNCT
brj-23316	35	31	and	and	CCONJ
brj-23316	35	32	moisture	moisture	NOUN
brj-23316	35	33	resistance	resistance	NOUN
brj-23316	35	34	.	.	PUNCT
brj-23316	36	1	this	this	DET
brj-23316	36	2	holistic	holistic	ADJ
brj-23316	36	3	approach	approach	NOUN
brj-23316	36	4	could	could	AUX
brj-23316	36	5	ensure	ensure	VERB
brj-23316	36	6	that	that	SCONJ
brj-23316	36	7	the	the	DET
brj-23316	36	8	quality	quality	NOUN
brj-23316	36	9	improvements	improvement	NOUN
brj-23316	36	10	made	make	VERB
brj-23316	36	11	at	at	ADP
brj-23316	36	12	the	the	DET
brj-23316	36	13	paper	paper	NOUN
brj-23316	36	14	level	level	NOUN
brj-23316	36	15	cascade	cascade	NOUN
brj-23316	36	16	through	through	ADP
brj-23316	36	17	to	to	ADP
brj-23316	36	18	the	the	DET
brj-23316	36	19	final	final	ADJ
brj-23316	36	20	packaging	packaging	NOUN
brj-23316	36	21	product	product	NOUN
brj-23316	36	22	,	,	PUNCT
brj-23316	36	23	potentially	potentially	ADV
brj-23316	36	24	leading	lead	VERB
brj-23316	36	25	to	to	ADP
brj-23316	36	26	superior	superior	ADJ
brj-23316	36	27	performance	performance	NOUN
brj-23316	36	28	and	and	CCONJ
brj-23316	36	29	reliability	reliability	NOUN
brj-23316	36	30	.	.	PUNCT
brj-23316	37	1	the	the	DET
brj-23316	37	2	primary	primary	ADJ
brj-23316	37	3	challenge	challenge	NOUN
brj-23316	37	4	in	in	ADP
brj-23316	37	5	this	this	DET
brj-23316	37	6	approach	approach	NOUN
brj-23316	37	7	is	be	AUX
brj-23316	37	8	the	the	DET
brj-23316	37	9	complexity	complexity	NOUN
brj-23316	37	10	of	of	ADP
brj-23316	37	11	accurately	accurately	ADV
brj-23316	37	12	predicting	predict	VERB
brj-23316	37	13	how	how	SCONJ
brj-23316	37	14	changes	change	NOUN
brj-23316	37	15	at	at	ADP
brj-23316	37	16	the	the	DET
brj-23316	37	17	paper	paper	NOUN
brj-23316	37	18	stage	stage	NOUN
brj-23316	37	19	will	will	AUX
brj-23316	37	20	impact	impact	VERB
brj-23316	37	21	the	the	DET
brj-23316	37	22	performance	performance	NOUN
brj-23316	37	23	of	of	ADP
brj-23316	37	24	the	the	DET
brj-23316	37	25	final	final	ADJ
brj-23316	37	26	product	product	NOUN
brj-23316	37	27	.	.	PUNCT
brj-23316	38	1	this	this	PRON
brj-23316	38	2	would	would	AUX
brj-23316	38	3	require	require	VERB
brj-23316	38	4	sophisticated	sophisticated	ADJ
brj-23316	38	5	ai	ai	NOUN
brj-23316	38	6	models	model	NOUN
brj-23316	38	7	and	and	CCONJ
brj-23316	38	8	simulations	simulation	NOUN
brj-23316	38	9	capable	capable	ADJ
brj-23316	38	10	of	of	ADP
brj-23316	38	11	accounting	account	VERB
brj-23316	38	12	for	for	ADP
brj-23316	38	13	a	a	DET
brj-23316	38	14	multitude	multitude	NOUN
brj-23316	38	15	of	of	ADP
brj-23316	38	16	variables	variable	NOUN
brj-23316	38	17	and	and	CCONJ
brj-23316	38	18	their	their	PRON
brj-23316	38	19	interdependencies	interdependency	NOUN
brj-23316	38	20	.	.	PUNCT
brj-23316	39	1	despite	despite	SCONJ
brj-23316	39	2	the	the	DET
brj-23316	39	3	advanced	advanced	ADJ
brj-23316	39	4	capabilities	capability	NOUN
brj-23316	39	5	of	of	ADP
brj-23316	39	6	ai	ai	NOUN
brj-23316	39	7	,	,	PUNCT
brj-23316	39	8	achieving	achieve	VERB
brj-23316	39	9	this	this	DET
brj-23316	39	10	level	level	NOUN
brj-23316	39	11	of	of	ADP
brj-23316	39	12	predictive	predictive	ADJ
brj-23316	39	13	accuracy	accuracy	NOUN
brj-23316	39	14	could	could	AUX
brj-23316	39	15	be	be	AUX
brj-23316	39	16	challenging	challenge	VERB
brj-23316	39	17	,	,	PUNCT
brj-23316	39	18	necessitating	necessitate	VERB
brj-23316	39	19	continuous	continuous	ADJ
brj-23316	39	20	refinement	refinement	NOUN
brj-23316	39	21	and	and	CCONJ
brj-23316	39	22	validation	validation	NOUN
brj-23316	39	23	against	against	ADP
brj-23316	39	24	real	real	ADJ
brj-23316	39	25	-	-	PUNCT
brj-23316	39	26	world	world	NOUN
brj-23316	39	27	outcomes	outcome	NOUN
brj-23316	39	28	.	.	PUNCT
brj-23316	40	1	additionally	additionally	ADV
brj-23316	40	2	,	,	PUNCT
brj-23316	40	3	the	the	DET
brj-23316	40	4	intricate	intricate	ADJ
brj-23316	40	5	nature	nature	NOUN
brj-23316	40	6	of	of	ADP
brj-23316	40	7	these	these	DET
brj-23316	40	8	models	model	NOUN
brj-23316	40	9	means	mean	VERB
brj-23316	40	10	that	that	SCONJ
brj-23316	40	11	they	they	PRON
brj-23316	40	12	could	could	AUX
brj-23316	40	13	demand	demand	VERB
brj-23316	40	14	significant	significant	ADJ
brj-23316	40	15	computational	computational	ADJ
brj-23316	40	16	resources	resource	NOUN
brj-23316	40	17	and	and	CCONJ
brj-23316	40	18	expertise	expertise	NOUN
brj-23316	40	19	,	,	PUNCT
brj-23316	40	20	editorial	editorial	NOUN
brj-23316	40	21	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	ADP
brj-23316	40	22	garbowski	garbowski	NOUN
brj-23316	40	23	(	(	PUNCT
brj-23316	40	24	2024	2024	NUM
brj-23316	40	25	)	)	PUNCT
brj-23316	40	26	.	.	PUNCT
brj-23316	41	1	“	"	PUNCT
brj-23316	41	2	corrugated	corrugate	VERB
brj-23316	41	3	board	board	NOUN
brj-23316	41	4	and	and	CCONJ
brj-23316	41	5	ai	ai	VERB
brj-23316	41	6	,	,	PUNCT
brj-23316	41	7	”	"	PUNCT
brj-23316	41	8	bioresources	bioresource	NOUN
brj-23316	41	9	19(2	19(2	NUM
brj-23316	41	10	)	)	PUNCT
brj-23316	41	11	,	,	PUNCT
brj-23316	41	12	2003	2003	NUM
brj-23316	41	13	-	-	SYM
brj-23316	41	14	2006	2006	NUM
brj-23316	41	15	.	.	PUNCT
brj-23316	42	1	2005	2005	NUM
brj-23316	43	1	posing	pose	VERB
brj-23316	43	2	a	a	DET
brj-23316	43	3	potential	potential	ADJ
brj-23316	43	4	barrier	barrier	NOUN
brj-23316	43	5	for	for	ADP
brj-23316	43	6	smaller	small	ADJ
brj-23316	43	7	manufacturers	manufacturer	NOUN
brj-23316	43	8	or	or	CCONJ
brj-23316	43	9	those	those	PRON
brj-23316	43	10	with	with	ADP
brj-23316	43	11	limited	limited	ADJ
brj-23316	43	12	technological	technological	ADJ
brj-23316	43	13	infrastructure	infrastructure	NOUN
brj-23316	43	14	.	.	PUNCT
brj-23316	44	1	optimizing	optimize	VERB
brj-23316	44	2	corrugated	corrugate	VERB
brj-23316	44	3	board	board	NOUN
brj-23316	44	4	production	production	NOUN
brj-23316	44	5	with	with	ADP
brj-23316	44	6	ai	ai	AUX
brj-23316	44	7	harnessing	harness	VERB
brj-23316	44	8	ai	ai	VERB
brj-23316	44	9	for	for	ADP
brj-23316	44	10	streamlined	streamlined	ADJ
brj-23316	44	11	modeling	modeling	NOUN
brj-23316	44	12	in	in	ADP
brj-23316	44	13	the	the	DET
brj-23316	44	14	journey	journey	NOUN
brj-23316	44	15	from	from	ADP
brj-23316	44	16	paper	paper	NOUN
brj-23316	44	17	to	to	ADP
brj-23316	44	18	packaging	package	VERB
brj-23316	44	19	the	the	DET
brj-23316	44	20	potential	potential	ADJ
brj-23316	44	21	integration	integration	NOUN
brj-23316	44	22	of	of	ADP
brj-23316	44	23	artificial	artificial	ADJ
brj-23316	44	24	intelligence	intelligence	NOUN
brj-23316	44	25	(	(	PUNCT
brj-23316	44	26	ai	ai	NOUN
brj-23316	44	27	)	)	PUNCT
brj-23316	44	28	in	in	ADP
brj-23316	44	29	the	the	DET
brj-23316	44	30	journey	journey	NOUN
brj-23316	44	31	from	from	ADP
brj-23316	44	32	paper	paper	NOUN
brj-23316	44	33	to	to	ADP
brj-23316	44	34	packaging	packaging	NOUN
brj-23316	44	35	offers	offer	VERB
brj-23316	44	36	a	a	DET
brj-23316	44	37	transformative	transformative	ADJ
brj-23316	44	38	opportunity	opportunity	NOUN
brj-23316	44	39	for	for	ADP
brj-23316	44	40	the	the	DET
brj-23316	44	41	industry	industry	NOUN
brj-23316	44	42	,	,	PUNCT
brj-23316	44	43	especially	especially	ADV
brj-23316	44	44	in	in	ADP
brj-23316	44	45	terms	term	NOUN
brj-23316	44	46	of	of	ADP
brj-23316	44	47	simplifying	simplify	VERB
brj-23316	44	48	complex	complex	ADJ
brj-23316	44	49	computational	computational	ADJ
brj-23316	44	50	models	model	NOUN
brj-23316	44	51	.	.	PUNCT
brj-23316	45	1	this	this	DET
brj-23316	45	2	approach	approach	NOUN
brj-23316	45	3	could	could	AUX
brj-23316	45	4	revolutionize	revolutionize	VERB
brj-23316	45	5	traditional	traditional	ADJ
brj-23316	45	6	methods	method	NOUN
brj-23316	45	7	by	by	ADP
brj-23316	45	8	enabling	enable	VERB
brj-23316	45	9	ai	ai	VERB
brj-23316	45	10	to	to	PART
brj-23316	45	11	discover	discover	VERB
brj-23316	45	12	intricate	intricate	ADJ
brj-23316	45	13	relationships	relationship	NOUN
brj-23316	45	14	between	between	ADP
brj-23316	45	15	the	the	DET
brj-23316	45	16	properties	property	NOUN
brj-23316	45	17	of	of	ADP
brj-23316	45	18	the	the	DET
brj-23316	45	19	produced	produce	VERB
brj-23316	45	20	corrugated	corrugate	VERB
brj-23316	45	21	board	board	NOUN
brj-23316	45	22	and	and	CCONJ
brj-23316	45	23	various	various	ADJ
brj-23316	45	24	production	production	NOUN
brj-23316	45	25	parameters	parameter	NOUN
brj-23316	45	26	.	.	PUNCT
brj-23316	46	1	harnessing	harness	VERB
brj-23316	46	2	ai	ai	NOUN
brj-23316	46	3	,	,	PUNCT
brj-23316	46	4	manufacturers	manufacturer	NOUN
brj-23316	46	5	might	might	AUX
brj-23316	46	6	delve	delve	VERB
brj-23316	46	7	deeper	deeply	ADV
brj-23316	46	8	into	into	ADP
brj-23316	46	9	understanding	understand	VERB
brj-23316	46	10	how	how	SCONJ
brj-23316	46	11	factors	factor	NOUN
brj-23316	46	12	like	like	ADP
brj-23316	46	13	the	the	DET
brj-23316	46	14	amount	amount	NOUN
brj-23316	46	15	of	of	ADP
brj-23316	46	16	adhesive	adhesive	NOUN
brj-23316	46	17	,	,	PUNCT
brj-23316	46	18	temperature	temperature	NOUN
brj-23316	46	19	,	,	PUNCT
brj-23316	46	20	and	and	CCONJ
brj-23316	46	21	humidity	humidity	NOUN
brj-23316	46	22	during	during	ADP
brj-23316	46	23	the	the	DET
brj-23316	46	24	production	production	NOUN
brj-23316	46	25	process	process	NOUN
brj-23316	46	26	could	could	AUX
brj-23316	46	27	influence	influence	VERB
brj-23316	46	28	the	the	DET
brj-23316	46	29	final	final	ADJ
brj-23316	46	30	product	product	NOUN
brj-23316	46	31	.	.	PUNCT
brj-23316	47	1	the	the	DET
brj-23316	47	2	initial	initial	ADJ
brj-23316	47	3	part	part	NOUN
brj-23316	47	4	of	of	ADP
brj-23316	47	5	this	this	DET
brj-23316	47	6	novel	novel	ADJ
brj-23316	47	7	approach	approach	NOUN
brj-23316	47	8	involves	involve	VERB
brj-23316	47	9	leveraging	leverage	VERB
brj-23316	47	10	ai	ai	VERB
brj-23316	47	11	to	to	PART
brj-23316	47	12	analyze	analyze	VERB
brj-23316	47	13	vast	vast	ADJ
brj-23316	47	14	datasets	dataset	NOUN
brj-23316	47	15	encompassing	encompass	VERB
brj-23316	47	16	various	various	ADJ
brj-23316	47	17	production	production	NOUN
brj-23316	47	18	variables	variable	NOUN
brj-23316	47	19	.	.	PUNCT
brj-23316	48	1	ai	ai	VERB
brj-23316	48	2	algorithms	algorithm	NOUN
brj-23316	48	3	,	,	PUNCT
brj-23316	48	4	particularly	particularly	ADV
brj-23316	48	5	machine	machine	NOUN
brj-23316	48	6	learning	learning	NOUN
brj-23316	48	7	models	model	NOUN
brj-23316	48	8	,	,	PUNCT
brj-23316	48	9	are	be	AUX
brj-23316	48	10	adept	adept	ADJ
brj-23316	48	11	at	at	ADP
brj-23316	48	12	identifying	identify	VERB
brj-23316	48	13	patterns	pattern	NOUN
brj-23316	48	14	and	and	CCONJ
brj-23316	48	15	correlations	correlation	NOUN
brj-23316	48	16	that	that	PRON
brj-23316	48	17	may	may	AUX
brj-23316	48	18	be	be	AUX
brj-23316	48	19	elusive	elusive	ADJ
brj-23316	48	20	to	to	ADP
brj-23316	48	21	traditional	traditional	ADJ
brj-23316	48	22	analysis	analysis	NOUN
brj-23316	48	23	.	.	PUNCT
brj-23316	49	1	for	for	ADP
brj-23316	49	2	instance	instance	NOUN
brj-23316	49	3	,	,	PUNCT
brj-23316	49	4	they	they	PRON
brj-23316	49	5	could	could	AUX
brj-23316	49	6	predict	predict	VERB
brj-23316	49	7	how	how	SCONJ
brj-23316	49	8	slight	slight	ADJ
brj-23316	49	9	variations	variation	NOUN
brj-23316	49	10	in	in	ADP
brj-23316	49	11	adhesive	adhesive	ADJ
brj-23316	49	12	application	application	NOUN
brj-23316	49	13	or	or	CCONJ
brj-23316	49	14	ambient	ambient	ADJ
brj-23316	49	15	conditions	condition	NOUN
brj-23316	49	16	during	during	ADP
brj-23316	49	17	production	production	NOUN
brj-23316	49	18	might	might	AUX
brj-23316	49	19	lead	lead	VERB
brj-23316	49	20	to	to	ADP
brj-23316	49	21	significant	significant	ADJ
brj-23316	49	22	changes	change	NOUN
brj-23316	49	23	in	in	ADP
brj-23316	49	24	the	the	DET
brj-23316	49	25	strength	strength	NOUN
brj-23316	49	26	and	and	CCONJ
brj-23316	49	27	durability	durability	NOUN
brj-23316	49	28	of	of	ADP
brj-23316	49	29	the	the	DET
brj-23316	49	30	corrugated	corrugated	PROPN
brj-23316	49	31	board	board	PROPN
brj-23316	49	32	.	.	PUNCT
brj-23316	50	1	this	this	DET
brj-23316	50	2	predictive	predictive	ADJ
brj-23316	50	3	capability	capability	NOUN
brj-23316	50	4	could	could	AUX
brj-23316	50	5	be	be	AUX
brj-23316	50	6	invaluable	invaluable	ADJ
brj-23316	50	7	,	,	PUNCT
brj-23316	50	8	allowing	allow	VERB
brj-23316	50	9	for	for	ADP
brj-23316	50	10	real	real	ADJ
brj-23316	50	11	-	-	PUNCT
brj-23316	50	12	time	time	NOUN
brj-23316	50	13	adjustments	adjustment	NOUN
brj-23316	50	14	and	and	CCONJ
brj-23316	50	15	optimization	optimization	NOUN
brj-23316	50	16	of	of	ADP
brj-23316	50	17	the	the	DET
brj-23316	50	18	production	production	NOUN
brj-23316	50	19	process	process	NOUN
brj-23316	50	20	,	,	PUNCT
brj-23316	50	21	potentially	potentially	ADV
brj-23316	50	22	leading	lead	VERB
brj-23316	50	23	to	to	ADP
brj-23316	50	24	consistent	consistent	ADJ
brj-23316	50	25	quality	quality	NOUN
brj-23316	50	26	and	and	CCONJ
brj-23316	50	27	reduced	reduce	VERB
brj-23316	50	28	material	material	NOUN
brj-23316	50	29	wastage	wastage	NOUN
brj-23316	50	30	.	.	PUNCT
brj-23316	51	1	furthermore	furthermore	ADV
brj-23316	51	2	,	,	PUNCT
brj-23316	51	3	this	this	DET
brj-23316	51	4	ai	ai	ADJ
brj-23316	51	5	-	-	PUNCT
brj-23316	51	6	driven	drive	VERB
brj-23316	51	7	approach	approach	NOUN
brj-23316	51	8	could	could	AUX
brj-23316	51	9	simplify	simplify	VERB
brj-23316	51	10	the	the	DET
brj-23316	51	11	modeling	modeling	NOUN
brj-23316	51	12	process	process	NOUN
brj-23316	51	13	by	by	ADP
brj-23316	51	14	focusing	focus	VERB
brj-23316	51	15	on	on	ADP
brj-23316	51	16	the	the	DET
brj-23316	51	17	most	most	ADV
brj-23316	51	18	impactful	impactful	ADJ
brj-23316	51	19	parameters	parameter	NOUN
brj-23316	51	20	.	.	PUNCT
brj-23316	52	1	instead	instead	ADV
brj-23316	52	2	of	of	ADP
brj-23316	52	3	creating	create	VERB
brj-23316	52	4	overly	overly	ADV
brj-23316	52	5	complex	complex	ADJ
brj-23316	52	6	models	model	NOUN
brj-23316	52	7	trying	try	VERB
brj-23316	52	8	to	to	PART
brj-23316	52	9	account	account	VERB
brj-23316	52	10	for	for	ADP
brj-23316	52	11	every	every	DET
brj-23316	52	12	conceivable	conceivable	ADJ
brj-23316	52	13	variable	variable	NOUN
brj-23316	52	14	,	,	PUNCT
brj-23316	52	15	ai	ai	VERB
brj-23316	52	16	could	could	AUX
brj-23316	52	17	identify	identify	VERB
brj-23316	52	18	which	which	DET
brj-23316	52	19	factors	factor	NOUN
brj-23316	52	20	have	have	VERB
brj-23316	52	21	the	the	DET
brj-23316	52	22	most	most	ADV
brj-23316	52	23	significant	significant	ADJ
brj-23316	52	24	influence	influence	NOUN
brj-23316	52	25	on	on	ADP
brj-23316	52	26	the	the	DET
brj-23316	52	27	quality	quality	NOUN
brj-23316	52	28	of	of	ADP
brj-23316	52	29	the	the	DET
brj-23316	52	30	corrugated	corrugated	PROPN
brj-23316	52	31	board	board	PROPN
brj-23316	52	32	.	.	PUNCT
brj-23316	53	1	this	this	DET
brj-23316	53	2	approach	approach	NOUN
brj-23316	53	3	would	would	AUX
brj-23316	53	4	not	not	PART
brj-23316	53	5	only	only	ADV
brj-23316	53	6	streamline	streamline	VERB
brj-23316	53	7	the	the	DET
brj-23316	53	8	modeling	modeling	NOUN
brj-23316	53	9	process	process	NOUN
brj-23316	53	10	but	but	CCONJ
brj-23316	53	11	also	also	ADV
brj-23316	53	12	enhance	enhance	VERB
brj-23316	53	13	its	its	PRON
brj-23316	53	14	practical	practical	ADJ
brj-23316	53	15	applicability	applicability	NOUN
brj-23316	53	16	,	,	PUNCT
brj-23316	53	17	making	make	VERB
brj-23316	53	18	it	it	PRON
brj-23316	53	19	more	more	ADV
brj-23316	53	20	accessible	accessible	ADJ
brj-23316	53	21	to	to	ADP
brj-23316	53	22	smaller	small	ADJ
brj-23316	53	23	manufacturers	manufacturer	NOUN
brj-23316	53	24	or	or	CCONJ
brj-23316	53	25	those	those	PRON
brj-23316	53	26	with	with	ADP
brj-23316	53	27	limited	limited	ADJ
brj-23316	53	28	computational	computational	ADJ
brj-23316	53	29	resources	resource	NOUN
brj-23316	53	30	.	.	PUNCT
brj-23316	54	1	in	in	ADP
brj-23316	54	2	doing	do	VERB
brj-23316	54	3	so	so	ADV
brj-23316	54	4	,	,	PUNCT
brj-23316	54	5	ai	ai	INTJ
brj-23316	54	6	could	could	AUX
brj-23316	54	7	democratize	democratize	VERB
brj-23316	54	8	the	the	DET
brj-23316	54	9	optimization	optimization	NOUN
brj-23316	54	10	process	process	NOUN
brj-23316	54	11	,	,	PUNCT
brj-23316	54	12	enabling	enable	VERB
brj-23316	54	13	a	a	DET
brj-23316	54	14	broader	broad	ADJ
brj-23316	54	15	range	range	NOUN
brj-23316	54	16	of	of	ADP
brj-23316	54	17	manufacturers	manufacturer	NOUN
brj-23316	54	18	to	to	PART
brj-23316	54	19	achieve	achieve	VERB
brj-23316	54	20	high	high	ADJ
brj-23316	54	21	-	-	PUNCT
brj-23316	54	22	quality	quality	NOUN
brj-23316	54	23	production	production	NOUN
brj-23316	54	24	standards	standard	NOUN
brj-23316	54	25	.	.	PUNCT
brj-23316	55	1	the	the	DET
brj-23316	55	2	adoption	adoption	NOUN
brj-23316	55	3	of	of	ADP
brj-23316	55	4	this	this	DET
brj-23316	55	5	ai	ai	ADJ
brj-23316	55	6	-	-	ADJ
brj-23316	55	7	centric	centric	ADJ
brj-23316	55	8	model	model	NOUN
brj-23316	55	9	could	could	AUX
brj-23316	55	10	represent	represent	VERB
brj-23316	55	11	a	a	DET
brj-23316	55	12	significant	significant	ADJ
brj-23316	55	13	advancement	advancement	NOUN
brj-23316	55	14	in	in	ADP
brj-23316	55	15	the	the	DET
brj-23316	55	16	digitalization	digitalization	NOUN
brj-23316	55	17	of	of	ADP
brj-23316	55	18	the	the	DET
brj-23316	55	19	corrugated	corrugate	VERB
brj-23316	55	20	board	board	PROPN
brj-23316	55	21	production	production	NOUN
brj-23316	55	22	process	process	NOUN
brj-23316	55	23	.	.	PUNCT
brj-23316	56	1	it	it	PRON
brj-23316	56	2	promises	promise	VERB
brj-23316	56	3	not	not	PART
brj-23316	56	4	only	only	ADV
brj-23316	56	5	greater	great	ADJ
brj-23316	56	6	efficiency	efficiency	NOUN
brj-23316	56	7	and	and	CCONJ
brj-23316	56	8	accuracy	accuracy	NOUN
brj-23316	56	9	but	but	CCONJ
brj-23316	56	10	also	also	ADV
brj-23316	56	11	a	a	DET
brj-23316	56	12	more	more	ADV
brj-23316	56	13	agile	agile	ADJ
brj-23316	56	14	and	and	CCONJ
brj-23316	56	15	responsive	responsive	ADJ
brj-23316	56	16	manufacturing	manufacturing	NOUN
brj-23316	56	17	environment	environment	NOUN
brj-23316	56	18	.	.	PUNCT
brj-23316	57	1	as	as	SCONJ
brj-23316	57	2	the	the	DET
brj-23316	57	3	technology	technology	NOUN
brj-23316	57	4	continues	continue	VERB
brj-23316	57	5	to	to	PART
brj-23316	57	6	evolve	evolve	VERB
brj-23316	57	7	,	,	PUNCT
brj-23316	57	8	it	it	PRON
brj-23316	57	9	could	could	AUX
brj-23316	57	10	redefine	redefine	VERB
brj-23316	57	11	the	the	DET
brj-23316	57	12	boundaries	boundary	NOUN
brj-23316	57	13	of	of	ADP
brj-23316	57	14	what	what	PRON
brj-23316	57	15	is	be	AUX
brj-23316	57	16	possible	possible	ADJ
brj-23316	57	17	in	in	ADP
brj-23316	57	18	corrugated	corrugate	VERB
brj-23316	57	19	board	board	NOUN
brj-23316	57	20	production	production	NOUN
brj-23316	57	21	,	,	PUNCT
brj-23316	57	22	ushering	usher	VERB
brj-23316	57	23	in	in	ADP
brj-23316	57	24	an	an	DET
brj-23316	57	25	era	era	NOUN
brj-23316	57	26	of	of	ADP
brj-23316	57	27	smarter	smart	ADJ
brj-23316	57	28	,	,	PUNCT
brj-23316	57	29	more	more	ADV
brj-23316	57	30	sustainable	sustainable	ADJ
brj-23316	57	31	packaging	packaging	NOUN
brj-23316	57	32	solutions	solution	NOUN
brj-23316	57	33	.	.	PUNCT
brj-23316	58	1	bridging	bridge	VERB
brj-23316	58	2	the	the	DET
brj-23316	58	3	gap	gap	NOUN
brj-23316	58	4	between	between	ADP
brj-23316	58	5	homogenization	homogenization	NOUN
brj-23316	58	6	and	and	CCONJ
brj-23316	58	7	real	real	ADJ
brj-23316	58	8	-	-	PUNCT
brj-23316	58	9	world	world	NOUN
brj-23316	58	10	variability	variability	NOUN
brj-23316	58	11	in	in	ADP
brj-23316	58	12	the	the	DET
brj-23316	58	13	realm	realm	NOUN
brj-23316	58	14	of	of	ADP
brj-23316	58	15	corrugated	corrugated	ADJ
brj-23316	58	16	board	board	NOUN
brj-23316	58	17	packaging	packaging	NOUN
brj-23316	58	18	,	,	PUNCT
brj-23316	58	19	digital	digital	ADJ
brj-23316	58	20	analysis	analysis	NOUN
brj-23316	58	21	plays	play	VERB
brj-23316	58	22	a	a	DET
brj-23316	58	23	pivotal	pivotal	ADJ
brj-23316	58	24	role	role	NOUN
brj-23316	58	25	,	,	PUNCT
brj-23316	58	26	particularly	particularly	ADV
brj-23316	58	27	in	in	ADP
brj-23316	58	28	the	the	DET
brj-23316	58	29	‘	'	PUNCT
brj-23316	58	30	from	from	ADP
brj-23316	58	31	paper	paper	NOUN
brj-23316	58	32	to	to	ADP
brj-23316	58	33	packaging	packaging	NOUN
brj-23316	58	34	’	'	PUNCT
brj-23316	58	35	pathway	pathway	NOUN
brj-23316	58	36	,	,	PUNCT
brj-23316	58	37	where	where	SCONJ
brj-23316	58	38	homogenization	homogenization	NOUN
brj-23316	58	39	is	be	AUX
brj-23316	58	40	a	a	DET
brj-23316	58	41	key	key	ADJ
brj-23316	58	42	component	component	NOUN
brj-23316	58	43	.	.	PUNCT
brj-23316	59	1	this	this	DET
brj-23316	59	2	technique	technique	NOUN
brj-23316	59	3	is	be	AUX
brj-23316	59	4	primarily	primarily	ADV
brj-23316	59	5	employed	employ	VERB
brj-23316	59	6	for	for	ADP
brj-23316	59	7	optimizing	optimize	VERB
brj-23316	59	8	the	the	DET
brj-23316	59	9	selection	selection	NOUN
brj-23316	59	10	of	of	ADP
brj-23316	59	11	corrugated	corrugated	ADJ
brj-23316	59	12	board	board	NOUN
brj-23316	59	13	in	in	ADP
brj-23316	59	14	designing	design	VERB
brj-23316	59	15	specific	specific	ADJ
brj-23316	59	16	packaging	packaging	NOUN
brj-23316	59	17	,	,	PUNCT
brj-23316	59	18	focusing	focus	VERB
brj-23316	59	19	on	on	ADP
brj-23316	59	20	load	load	NOUN
brj-23316	59	21	-	-	PUNCT
brj-23316	59	22	bearing	bear	VERB
brj-23316	59	23	capacity	capacity	NOUN
brj-23316	59	24	calculations	calculation	NOUN
brj-23316	59	25	.	.	PUNCT
brj-23316	60	1	in	in	ADP
brj-23316	60	2	homogenization	homogenization	NOUN
brj-23316	60	3	,	,	PUNCT
brj-23316	60	4	the	the	DET
brj-23316	60	5	complex	complex	ADJ
brj-23316	60	6	multi	multi	ADJ
brj-23316	60	7	-	-	ADJ
brj-23316	60	8	layered	layered	ADJ
brj-23316	60	9	structure	structure	NOUN
brj-23316	60	10	of	of	ADP
brj-23316	60	11	corrugated	corrugated	PROPN
brj-23316	60	12	board	board	NOUN
brj-23316	60	13	is	be	AUX
brj-23316	60	14	potentially	potentially	ADV
brj-23316	60	15	simplified	simplify	VERB
brj-23316	60	16	into	into	ADP
brj-23316	60	17	a	a	DET
brj-23316	60	18	more	more	ADV
brj-23316	60	19	manageable	manageable	ADJ
brj-23316	60	20	single	single	ADJ
brj-23316	60	21	-	-	PUNCT
brj-23316	60	22	layer	layer	NOUN
brj-23316	60	23	model	model	NOUN
brj-23316	60	24	.	.	PUNCT
brj-23316	61	1	the	the	DET
brj-23316	61	2	model	model	NOUN
brj-23316	61	3	’s	’s	PART
brj-23316	61	4	effective	effective	ADJ
brj-23316	61	5	parameters	parameter	NOUN
brj-23316	61	6	are	be	AUX
brj-23316	61	7	initially	initially	ADV
brj-23316	61	8	derived	derive	VERB
brj-23316	61	9	from	from	ADP
brj-23316	61	10	the	the	DET
brj-23316	61	11	properties	property	NOUN
brj-23316	61	12	of	of	ADP
brj-23316	61	13	the	the	DET
brj-23316	61	14	constituent	constituent	NOUN
brj-23316	61	15	papers	paper	NOUN
brj-23316	61	16	and	and	CCONJ
brj-23316	61	17	the	the	DET
brj-23316	61	18	geometry	geometry	NOUN
brj-23316	61	19	of	of	ADP
brj-23316	61	20	the	the	DET
brj-23316	61	21	flute	flute	NOUN
brj-23316	61	22	cross	cross	NOUN
brj-23316	61	23	-	-	NOUN
brj-23316	61	24	section	section	NOUN
brj-23316	61	25	.	.	PUNCT
brj-23316	62	1	while	while	SCONJ
brj-23316	62	2	this	this	DET
brj-23316	62	3	approach	approach	NOUN
brj-23316	62	4	may	may	AUX
brj-23316	62	5	facilitate	facilitate	VERB
brj-23316	62	6	theoretical	theoretical	ADJ
brj-23316	62	7	calculations	calculation	NOUN
brj-23316	62	8	and	and	CCONJ
brj-23316	62	9	initial	initial	ADJ
brj-23316	62	10	design	design	NOUN
brj-23316	62	11	,	,	PUNCT
brj-23316	62	12	it	it	PRON
brj-23316	62	13	might	might	AUX
brj-23316	62	14	encounter	encounter	VERB
brj-23316	62	15	limitations	limitation	NOUN
brj-23316	62	16	in	in	ADP
brj-23316	62	17	predicting	predict	VERB
brj-23316	62	18	the	the	DET
brj-23316	62	19	actual	actual	ADJ
brj-23316	62	20	performance	performance	NOUN
brj-23316	62	21	of	of	ADP
brj-23316	62	22	the	the	DET
brj-23316	62	23	manufactured	manufacture	VERB
brj-23316	62	24	board	board	NOUN
brj-23316	62	25	.	.	PUNCT
brj-23316	63	1	the	the	DET
brj-23316	63	2	homogenized	homogenized	ADJ
brj-23316	63	3	model	model	NOUN
brj-23316	63	4	,	,	PUNCT
brj-23316	63	5	primarily	primarily	ADV
brj-23316	63	6	based	base	VERB
brj-23316	63	7	on	on	ADP
brj-23316	63	8	editorial	editorial	NOUN
brj-23316	63	9	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	ADP
brj-23316	63	10	garbowski	garbowski	NOUN
brj-23316	63	11	(	(	PUNCT
brj-23316	63	12	2024	2024	NUM
brj-23316	63	13	)	)	PUNCT
brj-23316	63	14	.	.	PUNCT
brj-23316	64	1	“	"	PUNCT
brj-23316	64	2	corrugated	corrugate	VERB
brj-23316	64	3	board	board	NOUN
brj-23316	64	4	and	and	CCONJ
brj-23316	64	5	ai	ai	VERB
brj-23316	64	6	,	,	PUNCT
brj-23316	64	7	”	"	PUNCT
brj-23316	64	8	bioresources	bioresource	NOUN
brj-23316	64	9	19(2	19(2	NUM
brj-23316	64	10	)	)	PUNCT
brj-23316	64	11	,	,	PUNCT
brj-23316	64	12	2003	2003	NUM
brj-23316	64	13	-	-	SYM
brj-23316	64	14	2006	2006	NUM
brj-23316	64	15	.	.	PUNCT
brj-23316	64	16	2006	2006	NUM
brj-23316	64	17	initial	initial	ADJ
brj-23316	64	18	material	material	NOUN
brj-23316	64	19	properties	property	NOUN
brj-23316	64	20	and	and	CCONJ
brj-23316	64	21	flute	flute	NOUN
brj-23316	64	22	geometry	geometry	NOUN
brj-23316	64	23	,	,	PUNCT
brj-23316	64	24	often	often	ADV
brj-23316	64	25	may	may	AUX
brj-23316	64	26	not	not	PART
brj-23316	64	27	account	account	VERB
brj-23316	64	28	for	for	ADP
brj-23316	64	29	the	the	DET
brj-23316	64	30	variations	variation	NOUN
brj-23316	64	31	introduced	introduce	VERB
brj-23316	64	32	during	during	ADP
brj-23316	64	33	the	the	DET
brj-23316	64	34	production	production	NOUN
brj-23316	64	35	process	process	NOUN
brj-23316	64	36	,	,	PUNCT
brj-23316	64	37	potentially	potentially	ADV
brj-23316	64	38	leading	lead	VERB
brj-23316	64	39	to	to	ADP
brj-23316	64	40	discrepancies	discrepancy	NOUN
brj-23316	64	41	between	between	ADP
brj-23316	64	42	theoretical	theoretical	ADJ
brj-23316	64	43	predictions	prediction	NOUN
brj-23316	64	44	and	and	CCONJ
brj-23316	64	45	real	real	ADJ
brj-23316	64	46	-	-	PUNCT
brj-23316	64	47	world	world	NOUN
brj-23316	64	48	performance	performance	NOUN
brj-23316	64	49	.	.	PUNCT
brj-23316	65	1	this	this	DET
brj-23316	65	2	deviation	deviation	NOUN
brj-23316	65	3	could	could	AUX
brj-23316	65	4	arise	arise	VERB
brj-23316	65	5	not	not	PART
brj-23316	65	6	only	only	ADV
brj-23316	65	7	from	from	ADP
brj-23316	65	8	the	the	DET
brj-23316	65	9	simplifications	simplification	NOUN
brj-23316	65	10	inherent	inherent	ADJ
brj-23316	65	11	in	in	ADP
brj-23316	65	12	the	the	DET
brj-23316	65	13	homogenization	homogenization	NOUN
brj-23316	65	14	process	process	NOUN
brj-23316	65	15	but	but	CCONJ
brj-23316	65	16	also	also	ADV
brj-23316	65	17	significantly	significantly	ADV
brj-23316	65	18	from	from	ADP
brj-23316	65	19	the	the	DET
brj-23316	65	20	variables	variable	NOUN
brj-23316	65	21	introduced	introduce	VERB
brj-23316	65	22	during	during	ADP
brj-23316	65	23	the	the	DET
brj-23316	65	24	production	production	NOUN
brj-23316	65	25	process	process	NOUN
brj-23316	65	26	.	.	PUNCT
brj-23316	66	1	factors	factor	NOUN
brj-23316	66	2	such	such	ADJ
brj-23316	66	3	as	as	ADP
brj-23316	66	4	variations	variation	NOUN
brj-23316	66	5	in	in	ADP
brj-23316	66	6	adhesive	adhesive	ADJ
brj-23316	66	7	application	application	NOUN
brj-23316	66	8	,	,	PUNCT
brj-23316	66	9	temperature	temperature	NOUN
brj-23316	66	10	,	,	PUNCT
brj-23316	66	11	and	and	CCONJ
brj-23316	66	12	humidity	humidity	NOUN
brj-23316	66	13	during	during	ADP
brj-23316	66	14	manufacturing	manufacturing	NOUN
brj-23316	66	15	can	can	AUX
brj-23316	66	16	substantially	substantially	ADV
brj-23316	66	17	alter	alter	VERB
brj-23316	66	18	the	the	DET
brj-23316	66	19	final	final	ADJ
brj-23316	66	20	properties	property	NOUN
brj-23316	66	21	of	of	ADP
brj-23316	66	22	the	the	DET
brj-23316	66	23	corrugated	corrugated	PROPN
brj-23316	66	24	board	board	PROPN
brj-23316	66	25	.	.	PUNCT
brj-23316	67	1	traditional	traditional	ADJ
brj-23316	67	2	models	model	NOUN
brj-23316	67	3	might	might	AUX
brj-23316	67	4	struggle	struggle	VERB
brj-23316	67	5	to	to	PART
brj-23316	67	6	account	account	VERB
brj-23316	67	7	for	for	ADP
brj-23316	67	8	these	these	DET
brj-23316	67	9	real	real	ADJ
brj-23316	67	10	-	-	PUNCT
brj-23316	67	11	world	world	NOUN
brj-23316	67	12	production	production	NOUN
brj-23316	67	13	variables	variable	NOUN
brj-23316	67	14	,	,	PUNCT
brj-23316	67	15	leading	lead	VERB
brj-23316	67	16	to	to	ADP
brj-23316	67	17	a	a	DET
brj-23316	67	18	gap	gap	NOUN
brj-23316	67	19	between	between	ADP
brj-23316	67	20	theoretical	theoretical	ADJ
brj-23316	67	21	predictions	prediction	NOUN
brj-23316	67	22	and	and	CCONJ
brj-23316	67	23	actual	actual	ADJ
brj-23316	67	24	product	product	NOUN
brj-23316	67	25	performance	performance	NOUN
brj-23316	67	26	.	.	PUNCT
brj-23316	68	1	the	the	DET
brj-23316	68	2	potential	potential	ADJ
brj-23316	68	3	introduction	introduction	NOUN
brj-23316	68	4	of	of	ADP
brj-23316	68	5	artificial	artificial	ADJ
brj-23316	68	6	intelligence	intelligence	NOUN
brj-23316	68	7	(	(	PUNCT
brj-23316	68	8	ai	ai	NOUN
brj-23316	68	9	)	)	PUNCT
brj-23316	68	10	offers	offer	VERB
brj-23316	68	11	a	a	DET
brj-23316	68	12	solution	solution	NOUN
brj-23316	68	13	to	to	ADP
brj-23316	68	14	this	this	DET
brj-23316	68	15	challenge	challenge	NOUN
brj-23316	68	16	.	.	PUNCT
brj-23316	69	1	by	by	ADP
brj-23316	69	2	continuously	continuously	ADV
brj-23316	69	3	comparing	compare	VERB
brj-23316	69	4	the	the	DET
brj-23316	69	5	properties	property	NOUN
brj-23316	69	6	of	of	ADP
brj-23316	69	7	the	the	DET
brj-23316	69	8	actual	actual	ADJ
brj-23316	69	9	corrugated	corrugate	VERB
brj-23316	69	10	board	board	NOUN
brj-23316	69	11	produced	produce	VERB
brj-23316	69	12	with	with	ADP
brj-23316	69	13	those	those	PRON
brj-23316	69	14	of	of	ADP
brj-23316	69	15	the	the	DET
brj-23316	69	16	homogenized	homogenized	ADJ
brj-23316	69	17	model	model	NOUN
brj-23316	69	18	derived	derive	VERB
brj-23316	69	19	from	from	ADP
brj-23316	69	20	the	the	DET
brj-23316	69	21	same	same	ADJ
brj-23316	69	22	constituent	constituent	NOUN
brj-23316	69	23	papers	paper	NOUN
brj-23316	69	24	,	,	PUNCT
brj-23316	69	25	ai	ai	VERB
brj-23316	69	26	could	could	AUX
brj-23316	69	27	identify	identify	VERB
brj-23316	69	28	patterns	pattern	NOUN
brj-23316	69	29	and	and	CCONJ
brj-23316	69	30	relationships	relationship	NOUN
brj-23316	69	31	that	that	SCONJ
brj-23316	69	32	traditional	traditional	ADJ
brj-23316	69	33	methods	method	NOUN
brj-23316	69	34	overlook	overlook	VERB
brj-23316	69	35	.	.	PUNCT
brj-23316	70	1	this	this	DET
brj-23316	70	2	process	process	NOUN
brj-23316	70	3	would	would	AUX
brj-23316	70	4	involve	involve	VERB
brj-23316	70	5	feeding	feed	VERB
brj-23316	70	6	production	production	NOUN
brj-23316	70	7	data	datum	NOUN
brj-23316	70	8	,	,	PUNCT
brj-23316	70	9	including	include	VERB
brj-23316	70	10	specific	specific	ADJ
brj-23316	70	11	details	detail	NOUN
brj-23316	70	12	about	about	ADP
brj-23316	70	13	adhesive	adhesive	ADJ
brj-23316	70	14	quantity	quantity	NOUN
brj-23316	70	15	,	,	PUNCT
brj-23316	70	16	temperature	temperature	NOUN
brj-23316	70	17	,	,	PUNCT
brj-23316	70	18	and	and	CCONJ
brj-23316	70	19	humidity	humidity	NOUN
brj-23316	70	20	,	,	PUNCT
brj-23316	70	21	into	into	ADP
brj-23316	70	22	ai	ai	PRON
brj-23316	70	23	algorithms	algorithm	NOUN
brj-23316	70	24	.	.	PUNCT
brj-23316	71	1	over	over	ADP
brj-23316	71	2	time	time	NOUN
brj-23316	71	3	,	,	PUNCT
brj-23316	71	4	ai	ai	AUX
brj-23316	71	5	could	could	AUX
brj-23316	71	6	learn	learn	VERB
brj-23316	71	7	and	and	CCONJ
brj-23316	71	8	recognize	recognize	VERB
brj-23316	71	9	how	how	SCONJ
brj-23316	71	10	these	these	DET
brj-23316	71	11	production	production	NOUN
brj-23316	71	12	variables	variable	NOUN
brj-23316	71	13	impact	impact	VERB
brj-23316	71	14	the	the	DET
brj-23316	71	15	final	final	ADJ
brj-23316	71	16	corrugated	corrugate	VERB
brj-23316	71	17	board	board	NOUN
brj-23316	71	18	properties	property	NOUN
brj-23316	71	19	,	,	PUNCT
brj-23316	71	20	allowing	allow	VERB
brj-23316	71	21	for	for	ADP
brj-23316	71	22	more	more	ADV
brj-23316	71	23	accurate	accurate	ADJ
brj-23316	71	24	predictions	prediction	NOUN
brj-23316	71	25	and	and	CCONJ
brj-23316	71	26	optimizations	optimization	NOUN
brj-23316	71	27	.	.	PUNCT
brj-23316	72	1	furthermore	furthermore	ADV
brj-23316	72	2	,	,	PUNCT
brj-23316	72	3	by	by	ADP
brj-23316	72	4	integrating	integrate	VERB
brj-23316	72	5	these	these	DET
brj-23316	72	6	insights	insight	NOUN
brj-23316	72	7	,	,	PUNCT
brj-23316	72	8	the	the	DET
brj-23316	72	9	production	production	NOUN
brj-23316	72	10	process	process	NOUN
brj-23316	72	11	could	could	AUX
brj-23316	72	12	be	be	AUX
brj-23316	72	13	monitored	monitor	VERB
brj-23316	72	14	and	and	CCONJ
brj-23316	72	15	optimized	optimize	VERB
brj-23316	72	16	based	base	VERB
brj-23316	72	17	on	on	ADP
brj-23316	72	18	the	the	DET
brj-23316	72	19	patterns	pattern	NOUN
brj-23316	72	20	learned	learn	VERB
brj-23316	72	21	by	by	ADP
brj-23316	72	22	ai	ai	VERB
brj-23316	72	23	.	.	PUNCT
brj-23316	73	1	this	this	DET
brj-23316	73	2	approach	approach	NOUN
brj-23316	73	3	could	could	AUX
brj-23316	73	4	not	not	PART
brj-23316	73	5	only	only	ADV
brj-23316	73	6	improve	improve	VERB
brj-23316	73	7	the	the	DET
brj-23316	73	8	accuracy	accuracy	NOUN
brj-23316	73	9	of	of	ADP
brj-23316	73	10	the	the	DET
brj-23316	73	11	model	model	NOUN
brj-23316	73	12	but	but	CCONJ
brj-23316	73	13	also	also	ADV
brj-23316	73	14	enhance	enhance	VERB
brj-23316	73	15	the	the	DET
brj-23316	73	16	efficiency	efficiency	NOUN
brj-23316	73	17	and	and	CCONJ
brj-23316	73	18	quality	quality	NOUN
brj-23316	73	19	of	of	ADP
brj-23316	73	20	the	the	DET
brj-23316	73	21	corrugated	corrugated	PROPN
brj-23316	73	22	board	board	NOUN
brj-23316	73	23	production	production	NOUN
brj-23316	73	24	.	.	PUNCT
brj-23316	74	1	it	it	PRON
brj-23316	74	2	represents	represent	VERB
brj-23316	74	3	a	a	DET
brj-23316	74	4	potential	potential	ADJ
brj-23316	74	5	advancement	advancement	NOUN
brj-23316	74	6	in	in	ADP
brj-23316	74	7	the	the	DET
brj-23316	74	8	field	field	NOUN
brj-23316	74	9	,	,	PUNCT
brj-23316	74	10	moving	move	VERB
brj-23316	74	11	towards	towards	ADP
brj-23316	74	12	a	a	DET
brj-23316	74	13	future	future	NOUN
brj-23316	74	14	where	where	SCONJ
brj-23316	74	15	production	production	NOUN
brj-23316	74	16	processes	process	NOUN
brj-23316	74	17	are	be	AUX
brj-23316	74	18	more	more	ADV
brj-23316	74	19	adaptable	adaptable	ADJ
brj-23316	74	20	and	and	CCONJ
brj-23316	74	21	responsive	responsive	ADJ
brj-23316	74	22	to	to	ADP
brj-23316	74	23	the	the	DET
brj-23316	74	24	complexities	complexity	NOUN
brj-23316	74	25	of	of	ADP
brj-23316	74	26	real	real	ADJ
brj-23316	74	27	-	-	PUNCT
brj-23316	74	28	world	world	NOUN
brj-23316	74	29	manufacturing	manufacturing	NOUN
brj-23316	74	30	conditions	condition	NOUN
brj-23316	74	31	.	.	PUNCT
brj-23316	75	1	references	reference	NOUN
brj-23316	75	2	cited	cite	VERB
brj-23316	75	3	gajewski	gajewski	PROPN
brj-23316	75	4	,	,	PUNCT
brj-23316	75	5	t.	t.	PROPN
brj-23316	75	6	,	,	PUNCT
brj-23316	75	7	grabski	grabski	PROPN
brj-23316	75	8	,	,	PUNCT
brj-23316	75	9	j.	j.	PROPN
brj-23316	75	10	k.	k.	PROPN
brj-23316	75	11	,	,	PUNCT
brj-23316	75	12	cornaggia	cornaggia	PROPN
brj-23316	75	13	,	,	PUNCT
brj-23316	75	14	a.	a.	NOUN
brj-23316	75	15	,	,	PUNCT
brj-23316	75	16	and	and	CCONJ
brj-23316	75	17	garbowski	garbowski	NOUN
brj-23316	75	18	,	,	PUNCT
brj-23316	75	19	t.	t.	PROPN
brj-23316	75	20	(	(	PUNCT
brj-23316	75	21	2023	2023	NUM
brj-23316	75	22	)	)	PUNCT
brj-23316	75	23	.	.	PUNCT
brj-23316	76	1	“	"	PUNCT
brj-23316	76	2	on	on	ADP
brj-23316	76	3	the	the	DET
brj-23316	76	4	use	use	NOUN
brj-23316	76	5	of	of	ADP
brj-23316	76	6	artificial	artificial	ADJ
brj-23316	76	7	intelligence	intelligence	NOUN
brj-23316	76	8	in	in	ADP
brj-23316	76	9	predicting	predict	VERB
brj-23316	76	10	the	the	DET
brj-23316	76	11	compressive	compressive	ADJ
brj-23316	76	12	strength	strength	NOUN
brj-23316	76	13	of	of	ADP
brj-23316	76	14	various	various	ADJ
brj-23316	76	15	cardboard	cardboard	NOUN
brj-23316	76	16	packaging	packaging	NOUN
brj-23316	76	17	,	,	PUNCT
brj-23316	76	18	”	"	PUNCT
brj-23316	76	19	packaging	packaging	NOUN
brj-23316	76	20	technology	technology	NOUN
brj-23316	76	21	and	and	CCONJ
brj-23316	76	22	science	science	NOUN
brj-23316	76	23	37(2	37(2	PRON
brj-23316	76	24	)	)	PUNCT
brj-23316	76	25	97	97	NUM
brj-23316	76	26	-	-	SYM
brj-23316	76	27	105	105	NUM
brj-23316	76	28	.	.	PUNCT
brj-23316	77	1	doi:10.1002	doi:10.1002	NOUN
brj-23316	77	2	/	/	SYM
brj-23316	77	3	pts.2783	pts.2783	NOUN
brj-23316	77	4	garbowski	garbowski	NOUN
brj-23316	77	5	,	,	PUNCT
brj-23316	77	6	t.	t.	PROPN
brj-23316	77	7	(	(	PUNCT
brj-23316	77	8	2022	2022	NUM
brj-23316	77	9	)	)	PUNCT
brj-23316	77	10	.	.	PUNCT
brj-23316	78	1	“	"	PUNCT
brj-23316	78	2	digitization	digitization	NOUN
brj-23316	78	3	of	of	ADP
brj-23316	78	4	corrugated	corrugated	ADJ
brj-23316	78	5	board	board	NOUN
brj-23316	78	6	,	,	PUNCT
brj-23316	78	7	”	"	PUNCT
brj-23316	78	8	polish	polish	ADJ
brj-23316	78	9	paper	paper	NOUN
brj-23316	78	10	review	review	NOUN
brj-23316	78	11	78(12	78(12	NUM
brj-23316	78	12	)	)	PUNCT
brj-23316	78	13	,	,	PUNCT
brj-23316	78	14	683	683	NUM
brj-23316	78	15	-	-	SYM
brj-23316	78	16	686	686	NUM
brj-23316	78	17	.	.	PUNCT
brj-23316	79	1	doi	doi	NOUN
brj-23316	79	2	:	:	PUNCT
brj-23316	79	3	10.15199/54.2022.12.2	10.15199/54.2022.12.2	ADJ
brj-23316	79	4	garbowski	garbowski	NOUN
brj-23316	79	5	,	,	PUNCT
brj-23316	79	6	t.	t.	PROPN
brj-23316	79	7	(	(	PUNCT
brj-23316	79	8	2023a	2023a	NUM
brj-23316	79	9	)	)	PUNCT
brj-23316	79	10	.	.	PUNCT
brj-23316	80	1	"	"	PUNCT
brj-23316	80	2	evaluating	evaluate	VERB
brj-23316	80	3	safety	safety	NOUN
brj-23316	80	4	factors	factor	NOUN
brj-23316	80	5	in	in	ADP
brj-23316	80	6	corrugated	corrugate	VERB
brj-23316	80	7	packaging	packaging	NOUN
brj-23316	80	8	for	for	ADP
brj-23316	80	9	extreme	extreme	ADJ
brj-23316	80	10	environmental	environmental	ADJ
brj-23316	80	11	conditions	condition	NOUN
brj-23316	80	12	,	,	PUNCT
brj-23316	80	13	"	"	PUNCT
brj-23316	80	14	packaging	packaging	NOUN
brj-23316	80	15	review	review	NOUN
brj-23316	80	16	4	4	NUM
brj-23316	80	17	,	,	PUNCT
brj-23316	80	18	6	6	NUM
brj-23316	80	19	-	-	SYM
brj-23316	80	20	15	15	NUM
brj-23316	80	21	.	.	PUNCT
brj-23316	81	1	doi	doi	NOUN
brj-23316	81	2	:	:	PUNCT
brj-23316	81	3	10.15199/42.2023.4.1	10.15199/42.2023.4.1	NUM
brj-23316	81	4	garbowski	garbowski	NOUN
brj-23316	81	5	,	,	PUNCT
brj-23316	81	6	t.	t.	PROPN
brj-23316	81	7	(	(	PUNCT
brj-23316	81	8	2023b	2023b	NUM
brj-23316	81	9	)	)	PUNCT
brj-23316	81	10	.	.	PUNCT
brj-23316	82	1	“	"	PUNCT
brj-23316	82	2	the	the	DET
brj-23316	82	3	use	use	NOUN
brj-23316	82	4	of	of	ADP
brj-23316	82	5	artificial	artificial	ADJ
brj-23316	82	6	intelligence	intelligence	NOUN
brj-23316	82	7	for	for	ADP
brj-23316	82	8	the	the	DET
brj-23316	82	9	optimal	optimal	ADJ
brj-23316	82	10	production	production	NOUN
brj-23316	82	11	of	of	ADP
brj-23316	82	12	corrugated	corrugated	PROPN
brj-23316	82	13	board	board	NOUN
brj-23316	82	14	,	,	PUNCT
brj-23316	82	15	”	"	PUNCT
brj-23316	82	16	polish	polish	ADJ
brj-23316	82	17	paper	paper	NOUN
brj-23316	82	18	review	review	NOUN
brj-23316	82	19	79(5	79(5	NOUN
brj-23316	82	20	)	)	PUNCT
brj-23316	82	21	,	,	PUNCT
brj-23316	82	22	279	279	NUM
brj-23316	82	23	-	-	SYM
brj-23316	82	24	288	288	NUM
brj-23316	82	25	.	.	PUNCT
brj-23316	83	1	doi	doi	NOUN
brj-23316	83	2	:	:	PUNCT
brj-23316	83	3	10.15199/54.2023.5.2	10.15199/54.2023.5.2	NUM
brj-23316	83	4	gaudelas	gaudelas	PROPN
brj-23316	83	5	,	,	PUNCT
brj-23316	83	6	a.	a.	PROPN
brj-23316	83	7	,	,	PUNCT
brj-23316	83	8	blanchet	blanchet	PROPN
brj-23316	83	9	,	,	PUNCT
brj-23316	83	10	p.	p.	PROPN
brj-23316	83	11	,	,	PUNCT
brj-23316	83	12	gosselin	gosselin	PROPN
brj-23316	83	13	,	,	PUNCT
brj-23316	83	14	l.	l.	PROPN
brj-23316	83	15	,	,	PUNCT
brj-23316	83	16	and	and	CCONJ
brj-23316	83	17	cabral	cabral	ADJ
brj-23316	83	18	,	,	PUNCT
brj-23316	83	19	m.	m.	PROPN
brj-23316	83	20	r.	r.	PROPN
brj-23316	83	21	(	(	PUNCT
brj-23316	83	22	2023	2023	NUM
brj-23316	83	23	)	)	PUNCT
brj-23316	83	24	.	.	PUNCT
brj-23316	84	1	“	"	PUNCT
brj-23316	84	2	physical	physical	ADJ
brj-23316	84	3	characterization	characterization	NOUN
brj-23316	84	4	of	of	ADP
brj-23316	84	5	biobased	biobase	VERB
brj-23316	84	6	corrugated	corrugate	VERB
brj-23316	84	7	panels	panel	NOUN
brj-23316	84	8	,	,	PUNCT
brj-23316	84	9	an	an	DET
brj-23316	84	10	innovative	innovative	ADJ
brj-23316	84	11	material	material	NOUN
brj-23316	84	12	,	,	PUNCT
brj-23316	84	13	”	"	PUNCT
brj-23316	84	14	bioresources	bioresource	NOUN
brj-23316	84	15	18(3	18(3	NUM
brj-23316	84	16	)	)	PUNCT
brj-23316	84	17	,	,	PUNCT
brj-23316	84	18	5838	5838	NUM
brj-23316	84	19	-	-	SYM
brj-23316	84	20	5858	5858	NUM
brj-23316	84	21	.	.	PUNCT
brj-23316	85	1	doi	doi	NOUN
brj-23316	85	2	:	:	PUNCT
brj-23316	85	3	10.15376	10.15376	NUM
brj-23316	85	4	/	/	SYM
brj-23316	85	5	biores.18.3.5838	biores.18.3.5838	NOUN
brj-23316	85	6	-	-	PUNCT
brj-23316	85	7	5858	5858	NUM
brj-23316	85	8	gu	gu	NOUN
brj-23316	85	9	,	,	PUNCT
brj-23316	85	10	b.	b.	PROPN
brj-23316	85	11	j.	j.	PROPN
brj-23316	85	12	,	,	PUNCT
brj-23316	85	13	frank	frank	PROPN
brj-23316	85	14	,	,	PUNCT
brj-23316	85	15	b.	b.	PROPN
brj-23316	85	16	,	,	PUNCT
brj-23316	85	17	and	and	CCONJ
brj-23316	85	18	lee	lee	PROPN
brj-23316	85	19	,	,	PUNCT
brj-23316	85	20	e.	e.	PROPN
brj-23316	85	21	(	(	PUNCT
brj-23316	85	22	2023	2023	NUM
brj-23316	85	23	)	)	PUNCT
brj-23316	85	24	.	.	PUNCT
brj-23316	86	1	“	"	PUNCT
brj-23316	86	2	a	a	DET
brj-23316	86	3	comparative	comparative	ADJ
brj-23316	86	4	analysis	analysis	NOUN
brj-23316	86	5	of	of	ADP
brj-23316	86	6	artificial	artificial	ADJ
brj-23316	86	7	neural	neural	ADJ
brj-23316	86	8	network	network	NOUN
brj-23316	86	9	(	(	PUNCT
brj-23316	86	10	ann	ann	PROPN
brj-23316	86	11	)	)	PUNCT
brj-23316	86	12	architectures	architecture	NOUN
brj-23316	86	13	for	for	ADP
brj-23316	86	14	box	box	NOUN
brj-23316	86	15	compression	compression	NOUN
brj-23316	86	16	strength	strength	NOUN
brj-23316	86	17	estimation	estimation	NOUN
brj-23316	86	18	,	,	PUNCT
brj-23316	86	19	”	"	PUNCT
brj-23316	86	20	korean	korean	ADJ
brj-23316	86	21	journal	journal	NOUN
brj-23316	86	22	of	of	ADP
brj-23316	86	23	packaging	packaging	NOUN
brj-23316	86	24	science	science	NOUN
brj-23316	86	25	and	and	CCONJ
brj-23316	86	26	technology	technology	NOUN
brj-23316	86	27	29(3	29(3	NUM
brj-23316	86	28	)	)	PUNCT
brj-23316	86	29	,	,	PUNCT
brj-23316	86	30	163	163	NUM
brj-23316	86	31	-	-	SYM
brj-23316	86	32	174	174	NUM
brj-23316	86	33	.	.	PUNCT
brj-23316	87	1	doi	doi	NOUN
brj-23316	87	2	:	:	PUNCT
brj-23316	87	3	10.20909	10.20909	NUM
brj-23316	87	4	/	/	SYM
brj-23316	87	5	kopast.2023.29.3.163	kopast.2023.29.3.163	NOUN
brj-23316	87	6	johst	johst	NOUN
brj-23316	87	7	,	,	PUNCT
brj-23316	87	8	p.	p.	NOUN
brj-23316	87	9	,	,	PUNCT
brj-23316	87	10	kaeppeler	kaeppeler	PROPN
brj-23316	87	11	,	,	PUNCT
brj-23316	87	12	u.	u.	PROPN
brj-23316	87	13	,	,	PUNCT
brj-23316	87	14	seibert	seibert	PROPN
brj-23316	87	15	,	,	PUNCT
brj-23316	87	16	d.	d.	PROPN
brj-23316	87	17	,	,	PUNCT
brj-23316	87	18	kucher	kucher	NOUN
brj-23316	87	19	,	,	PUNCT
brj-23316	87	20	m.	m.	NOUN
brj-23316	87	21	,	,	PUNCT
brj-23316	87	22	and	and	CCONJ
brj-23316	87	23	böhm	böhm	NOUN
brj-23316	87	24	,	,	PUNCT
brj-23316	87	25	r.	r.	PROPN
brj-23316	87	26	(	(	PUNCT
brj-23316	87	27	2023	2023	NUM
brj-23316	87	28	)	)	PUNCT
brj-23316	87	29	.	.	PUNCT
brj-23316	88	1	“	"	PUNCT
brj-23316	88	2	investigation	investigation	NOUN
brj-23316	88	3	of	of	ADP
brj-23316	88	4	different	different	ADJ
brj-23316	88	5	cardboard	cardboard	NOUN
brj-23316	88	6	materials	material	NOUN
brj-23316	88	7	under	under	ADP
brj-23316	88	8	impact	impact	NOUN
brj-23316	88	9	loads	load	NOUN
brj-23316	88	10	,	,	PUNCT
brj-23316	88	11	”	"	PUNCT
brj-23316	88	12	bioresources	bioresource	NOUN
brj-23316	88	13	18(1	18(1	NOUN
brj-23316	88	14	)	)	PUNCT
brj-23316	88	15	,	,	PUNCT
brj-23316	88	16	1933	1933	NUM
brj-23316	88	17	-	-	SYM
brj-23316	88	18	1947	1947	NUM
brj-23316	88	19	.	.	PUNCT
brj-23316	89	1	doi	doi	NOUN
brj-23316	89	2	:	:	PUNCT
brj-23316	89	3	10.15376	10.15376	NUM
brj-23316	89	4	/	/	SYM
brj-23316	89	5	biores.18.1.1933	biores.18.1.1933	NOUN
brj-23316	89	6	-	-	PUNCT
brj-23316	89	7	1947	1947	NUM
brj-23316	89	8	luo	luo	PROPN
brj-23316	89	9	,	,	PUNCT
brj-23316	89	10	p.	p.	PROPN
brj-23316	89	11	,	,	PUNCT
brj-23316	89	12	yang	yang	PROPN
brj-23316	89	13	,	,	PUNCT
brj-23316	89	14	c.	c.	PROPN
brj-23316	89	15	,	,	PUNCT
brj-23316	89	16	and	and	CCONJ
brj-23316	89	17	wang	wang	PROPN
brj-23316	89	18	,	,	PUNCT
brj-23316	89	19	t.	t.	PROPN
brj-23316	89	20	(	(	PUNCT
brj-23316	89	21	2022	2022	NUM
brj-23316	89	22	)	)	PUNCT
brj-23316	89	23	.	.	PUNCT
brj-23316	90	1	“	"	PUNCT
brj-23316	90	2	making	make	VERB
brj-23316	90	3	ultra	ultra	ADJ
brj-23316	90	4	-	-	ADJ
brj-23316	90	5	thin	thin	ADJ
brj-23316	90	6	high	high	ADJ
brj-23316	90	7	density	density	NOUN
brj-23316	90	8	fiberboard	fiberboard	NOUN
brj-23316	90	9	using	use	VERB
brj-23316	90	10	old	old	ADJ
brj-23316	90	11	corrugated	corrugate	VERB
brj-23316	90	12	container	container	NOUN
brj-23316	90	13	with	with	ADP
brj-23316	90	14	kraft	kraft	NOUN
brj-23316	90	15	lignin	lignin	NOUN
brj-23316	90	16	,	,	PUNCT
brj-23316	90	17	”	"	PUNCT
brj-23316	90	18	bioresources	bioresource	NOUN
brj-23316	90	19	17(2	17(2	NUM
brj-23316	90	20	)	)	PUNCT
brj-23316	90	21	,	,	PUNCT
brj-23316	90	22	2696	2696	NUM
brj-23316	90	23	-	-	SYM
brj-23316	90	24	2704	2704	NUM
brj-23316	90	25	.	.	PUNCT