{"id":"https://openalex.org/W7214636241","doi":"https://doi.org/10.1016/j.compositesa.2026.110321","title":"Rapid full-field prediction of cure-induced deformation in composite laminates using graph-based Kolmogorov-Arnold networks","display_name":"Rapid full-field prediction of cure-induced deformation in composite laminates using graph-based Kolmogorov-Arnold networks","publication_year":2026,"publication_date":"2026-09-28","ids":{"openalex":"https://openalex.org/W7214636241","doi":"https://doi.org/10.1016/j.compositesa.2026.110321"},"language":"en","primary_location":{"id":"doi:10.1016/j.compositesa.2026.110321","doi":"https://doi.org/10.1016/j.compositesa.2026.110321","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compositesa.2026.110321","pdf_url":null,"source":{"id":"https://openalex.org/S96365333","display_name":"Composites Part A Applied Science and Manufacturing","issn_l":"1359-835X","issn":["1359-835X","1878-5840"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-2","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Composites Part A: Applied Science and Manufacturing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5153198320","display_name":"Bo Yang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]},{"id":"https://openalex.org/I4391768226","display_name":"State Key Laboratory of Mechanical Transmission","ror":"https://ror.org/054scg060","country_code":"CN","type":"facility","lineage":["https://openalex.org/I158842170","https://openalex.org/I4391768226"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bo Yang","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing 400044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing 400044, China","institution_ids":["https://openalex.org/I158842170","https://openalex.org/I4391768226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5153190581","display_name":"Yue Zhao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]},{"id":"https://openalex.org/I4391768226","display_name":"State Key Laboratory of Mechanical Transmission","ror":"https://ror.org/054scg060","country_code":"CN","type":"facility","lineage":["https://openalex.org/I158842170","https://openalex.org/I4391768226"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Zhao","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing 400044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing 400044, China","institution_ids":["https://openalex.org/I158842170","https://openalex.org/I4391768226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101818056","display_name":"Hang Shen","orcid":"https://orcid.org/0000-0003-1202-8062","observed_orcids":["https://orcid.org/0000-0003-1202-8062"]},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]},{"id":"https://openalex.org/I4391768226","display_name":"State Key Laboratory of Mechanical Transmission","ror":"https://ror.org/054scg060","country_code":"CN","type":"facility","lineage":["https://openalex.org/I158842170","https://openalex.org/I4391768226"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Shen","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing 400044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing 400044, China","institution_ids":["https://openalex.org/I158842170","https://openalex.org/I4391768226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122444609","display_name":"Haoping Huang","orcid":"https://orcid.org/0009-0001-8301-9051","observed_orcids":["https://orcid.org/0009-0001-8301-9051"]},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]},{"id":"https://openalex.org/I4391768226","display_name":"State Key Laboratory of Mechanical Transmission","ror":"https://ror.org/054scg060","country_code":"CN","type":"facility","lineage":["https://openalex.org/I158842170","https://openalex.org/I4391768226"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoping Huang","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing 400044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing 400044, China","institution_ids":["https://openalex.org/I158842170","https://openalex.org/I4391768226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5153198063","display_name":"Tianguo Jin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianguo Jin","raw_affiliation_strings":["School of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5153282877","display_name":"Fengyang Bi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210161462","display_name":"Heilongjiang Institute of Technology","ror":"https://ror.org/05x0m9n95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210161462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengyang Bi","raw_affiliation_strings":["School of Mechatronics Engineering, Heilongjiang Institute of Technology, Harbin 150050, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechatronics Engineering, Heilongjiang Institute of Technology, Harbin 150050, China","institution_ids":["https://openalex.org/I4210161462"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5153198320"],"corresponding_institution_ids":["https://openalex.org/I158842170","https://openalex.org/I4391768226"],"apc_list":{"value":4480,"currency":"USD","value_usd":4480},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"212","issue":null,"first_page":"110321","last_page":"110321"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11145","display_name":"Epoxy Resin Curing Processes","score":0.2985999882221222,"subfield":{"id":"https://openalex.org/subfields/2507","display_name":"Polymers and Plastics"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11145","display_name":"Epoxy Resin Curing Processes","score":0.2985999882221222,"subfield":{"id":"https://openalex.org/subfields/2507","display_name":"Polymers and Plastics"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.21459999680519104,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10219","display_name":"Mechanical Behavior of Composites","score":0.10159999877214432,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/composite-laminates","display_name":"composite laminates","score":0.8140000104904175},{"id":"https://openalex.org/keywords/carbon-fiber-reinforced-polymer","display_name":"carbon fiber reinforced polymer","score":0.968999981880188},{"id":"https://openalex.org/keywords/autoclave-curing","display_name":"autoclave curing","score":0.9739999771118164},{"id":"https://openalex.org/keywords/residual-stress","display_name":"residual stress","score":0.7829999923706055},{"id":"https://openalex.org/keywords/surrogate-modeling","display_name":"surrogate models","score":0.5270000100135803},{"id":"https://openalex.org/keywords/kolmogorov-arnold-networks","display_name":"Kolmogorov-Arnold networks","score":0.9789999723434448},{"id":"https://openalex.org/keywords/message-passing-graph-neural-networks","display_name":"message-passing graph neural networks","score":0.8610000014305115},{"id":"https://openalex.org/keywords/unstructured-meshes","display_name":"unstructured grid","score":0.7070000171661377},{"id":"https://openalex.org/keywords/curved-panels","display_name":"curved panels","score":0.6620000004768372},{"id":"https://openalex.org/keywords/heating-rate","display_name":"heating rate","score":0.48899999260902405},{"id":"https://openalex.org/keywords/dimensional-deviation","display_name":"dimensional deviation","score":0.3840000033378601}],"concepts":[{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.7967000007629395},{"id":"https://openalex.org/C145922259","wikidata":"https://www.wikidata.org/wiki/Q5156763","display_name":"Composite laminates","level":3,"score":0.7139000296592712},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.632099986076355},{"id":"https://openalex.org/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.5109000205993652},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.46700000762939453},{"id":"https://openalex.org/C204366326","wikidata":"https://www.wikidata.org/wiki/Q3027650","display_name":"Deformation (meteorology)","level":2,"score":0.43779999017715454},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.40790000557899475},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.39959999918937683},{"id":"https://openalex.org/C167740415","wikidata":"https://www.wikidata.org/wiki/Q2876213","display_name":"Aerospace","level":2,"score":0.3977000117301941},{"id":"https://openalex.org/C104779481","wikidata":"https://www.wikidata.org/wiki/Q50707","display_name":"Composite number","level":2,"score":0.39399999380111694},{"id":"https://openalex.org/C2777178879","wikidata":"https://www.wikidata.org/wiki/Q910977","display_name":"Carbon fiber reinforced polymer","level":3,"score":0.375900000333786},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.37470000982284546},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.34299999475479126},{"id":"https://openalex.org/C50637493","wikidata":"https://www.wikidata.org/wiki/Q1136781","display_name":"Morphing","level":2,"score":0.3310999870300293},{"id":"https://openalex.org/C112950240","wikidata":"https://www.wikidata.org/wiki/Q76005","display_name":"Ultimate tensile strength","level":2,"score":0.31690001487731934},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.3052999973297119},{"id":"https://openalex.org/C132976073","wikidata":"https://www.wikidata.org/wiki/Q2991861","display_name":"Curing (chemistry)","level":2,"score":0.30219998955726624},{"id":"https://openalex.org/C43088074","wikidata":"https://www.wikidata.org/wiki/Q188223","display_name":"Autoclave","level":2,"score":0.29670000076293945},{"id":"https://openalex.org/C2779372316","wikidata":"https://www.wikidata.org/wiki/Q569057","display_name":"Stiffness","level":2,"score":0.2953999936580658},{"id":"https://openalex.org/C76344452","wikidata":"https://www.wikidata.org/wiki/Q263125","display_name":"Fibre-reinforced plastic","level":2,"score":0.29350000619888306},{"id":"https://openalex.org/C204530211","wikidata":"https://www.wikidata.org/wiki/Q752823","display_name":"Thermal","level":2,"score":0.28519999980926514},{"id":"https://openalex.org/C77170095","wikidata":"https://www.wikidata.org/wiki/Q1753188","display_name":"Linearity","level":2,"score":0.2824999988079071},{"id":"https://openalex.org/C37292000","wikidata":"https://www.wikidata.org/wiki/Q1257918","display_name":"Residual stress","level":2,"score":0.2720000147819519},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2718999981880188},{"id":"https://openalex.org/C37696544","wikidata":"https://www.wikidata.org/wiki/Q382824","display_name":"Transfer molding","level":3,"score":0.26980000734329224},{"id":"https://openalex.org/C149342994","wikidata":"https://www.wikidata.org/wiki/Q3181055","display_name":"Strain rate","level":2,"score":0.26339998841285706},{"id":"https://openalex.org/C99595764","wikidata":"https://www.wikidata.org/wiki/Q486802","display_name":"Toughness","level":2,"score":0.260699987411499},{"id":"https://openalex.org/C182508753","wikidata":"https://www.wikidata.org/wiki/Q115605","display_name":"Tensile testing","level":3,"score":0.2581000030040741},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25619998574256897},{"id":"https://openalex.org/C33026886","wikidata":"https://www.wikidata.org/wiki/Q593950","display_name":"Rotational symmetry","level":2,"score":0.2542000114917755},{"id":"https://openalex.org/C2779863119","wikidata":"https://www.wikidata.org/wiki/Q6423048","display_name":"Knot (papermaking)","level":2,"score":0.25380000472068787},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.2513999938964844}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.compositesa.2026.110321","doi":"https://doi.org/10.1016/j.compositesa.2026.110321","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compositesa.2026.110321","pdf_url":null,"source":{"id":"https://openalex.org/S96365333","display_name":"Composites Part A Applied Science and Manufacturing","issn_l":"1359-835X","issn":["1359-835X","1878-5840"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-2","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Composites Part A: Applied Science and Manufacturing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5378999710083008,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1664999811","display_name":null,"funder_award_id":"SKLMT-ZZKT-2025Z05","funder_id":"https://openalex.org/F4320326995","funder_display_name":"State Key Laboratory of Mechanical Transmissions"},{"id":"https://openalex.org/G190234098","display_name":null,"funder_award_id":"52375482","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G9000846841","display_name":null,"funder_award_id":"2025CDJZKCGJ-03","funder_id":"https://openalex.org/F4320321135","funder_display_name":"Chongqing University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321135","display_name":"Chongqing University","ror":"https://ror.org/023rhb549"},{"id":"https://openalex.org/F4320326995","display_name":"State Key Laboratory of Mechanical Transmissions","ror":"https://ror.org/054scg060"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1981546082","https://openalex.org/W1982302973","https://openalex.org/W2018384639","https://openalex.org/W2028513237","https://openalex.org/W2032280260","https://openalex.org/W2058462021","https://openalex.org/W2081224147","https://openalex.org/W2122871388","https://openalex.org/W2122891543","https://openalex.org/W2180139432","https://openalex.org/W2275876036","https://openalex.org/W2562182191","https://openalex.org/W2607214912","https://openalex.org/W2783292115","https://openalex.org/W2899283552","https://openalex.org/W2974928588","https://openalex.org/W3138103442","https://openalex.org/W4214884641","https://openalex.org/W4309279606","https://openalex.org/W4309880847","https://openalex.org/W4372329834","https://openalex.org/W4379013763","https://openalex.org/W4385252745","https://openalex.org/W4389988524","https://openalex.org/W4394013768","https://openalex.org/W4394985073","https://openalex.org/W4396537955","https://openalex.org/W4400777668","https://openalex.org/W4401198831","https://openalex.org/W4404039322","https://openalex.org/W4406437970","https://openalex.org/W4406823277","https://openalex.org/W4410274797","https://openalex.org/W4416345005","https://openalex.org/W7122777632","https://openalex.org/W7131656112"],"related_works":["https://openalex.org/W7131656112","https://openalex.org/W4410274797","https://openalex.org/W4406437970","https://openalex.org/W7168097533","https://openalex.org/W4391308755","https://openalex.org/W7203929860","https://openalex.org/W7120198146","https://openalex.org/W4389988524","https://openalex.org/W4416344965","https://openalex.org/W7127086129"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-09-29T00:00:00"}