{"id":"https://openalex.org/W4410104411","doi":"https://doi.org/10.1080/0951192x.2025.2496893","title":"Physics-informed multi-source data fusion for inferencing residual stress field of rotary parts","display_name":"Physics-informed multi-source data fusion for inferencing residual stress field of rotary parts","publication_year":2025,"publication_date":"2025-05-05","ids":{"openalex":"https://openalex.org/W4410104411","doi":"https://doi.org/10.1080/0951192x.2025.2496893"},"language":"en","primary_location":{"id":"doi:10.1080/0951192x.2025.2496893","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0951192x.2025.2496893","pdf_url":null,"source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","raw_type":"journal-article"},"type":"article","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/A5001674378","display_name":"Haonan Guo","orcid":"https://orcid.org/0000-0003-4450-0683"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haonan Guo","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101699009","display_name":"Yingguang Li","orcid":"https://orcid.org/0000-0003-3907-4309"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yingguang Li","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100722913","display_name":"Changqing Liu","orcid":"https://orcid.org/0000-0003-0213-8372"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changqing Liu","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101411821","display_name":"Dong He","orcid":"https://orcid.org/0000-0003-4488-1826"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Dong He","raw_affiliation_strings":["Hong Kong University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067743569","display_name":"Kai Tang","orcid":"https://orcid.org/0000-0002-5184-2086"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kai Tang","raw_affiliation_strings":["Hong Kong University of Science and Technology (GZ)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology (GZ)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101699009"],"corresponding_institution_ids":["https://openalex.org/I9842412"],"apc_list":null,"apc_paid":null,"fwci":0.4449,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.56249092,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"39","issue":"4-5","first_page":"685","last_page":"704"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11201","display_name":"Metallurgy and Material Forming","score":0.9837999939918518,"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"}},{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9681000113487244,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"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/residual-stress","display_name":"Residual stress","score":0.5726597309112549},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5604208707809448},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.4605746269226074},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.4521130323410034},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4174644351005554},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.35307741165161133},{"id":"https://openalex.org/keywords/theoretical-physics","display_name":"Theoretical physics","score":0.34631699323654175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3431259095668793},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.34114551544189453},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33845436573028564},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3287438750267029},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3257957696914673},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24153271317481995},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22678276896476746},{"id":"https://openalex.org/keywords/metallurgy","display_name":"Metallurgy","score":0.12555769085884094},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1137656569480896},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.09699618816375732}],"concepts":[{"id":"https://openalex.org/C37292000","wikidata":"https://www.wikidata.org/wiki/Q1257918","display_name":"Residual stress","level":2,"score":0.5726597309112549},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5604208707809448},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.4605746269226074},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.4521130323410034},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4174644351005554},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.35307741165161133},{"id":"https://openalex.org/C33332235","wikidata":"https://www.wikidata.org/wiki/Q18362","display_name":"Theoretical physics","level":1,"score":0.34631699323654175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3431259095668793},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34114551544189453},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33845436573028564},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3287438750267029},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3257957696914673},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24153271317481995},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22678276896476746},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.12555769085884094},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1137656569480896},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.09699618816375732},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/0951192x.2025.2496893","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0951192x.2025.2496893","pdf_url":null,"source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-157367","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-157367","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W43855295","https://openalex.org/W1428541474","https://openalex.org/W1571870753","https://openalex.org/W1973066823","https://openalex.org/W1978289905","https://openalex.org/W1980577593","https://openalex.org/W2006712740","https://openalex.org/W2007368654","https://openalex.org/W2014468000","https://openalex.org/W2029742262","https://openalex.org/W2159630611","https://openalex.org/W2328352406","https://openalex.org/W2509979871","https://openalex.org/W2531690148","https://openalex.org/W2598843124","https://openalex.org/W2625166355","https://openalex.org/W2754596573","https://openalex.org/W2809153877","https://openalex.org/W2896464630","https://openalex.org/W2899283552","https://openalex.org/W2909082409","https://openalex.org/W2938369548","https://openalex.org/W2980211694","https://openalex.org/W2990805201","https://openalex.org/W2997814214","https://openalex.org/W2998847955","https://openalex.org/W3036063661","https://openalex.org/W3093010392","https://openalex.org/W3119531318","https://openalex.org/W3133777875","https://openalex.org/W3145017754","https://openalex.org/W3166589044","https://openalex.org/W3168518065","https://openalex.org/W3176997294","https://openalex.org/W3188972491","https://openalex.org/W3201958666","https://openalex.org/W3217362544","https://openalex.org/W4211055738","https://openalex.org/W4283457703","https://openalex.org/W4306194388","https://openalex.org/W4310513211","https://openalex.org/W4323519366","https://openalex.org/W4366251169","https://openalex.org/W4381955909","https://openalex.org/W4386020740","https://openalex.org/W4386171926","https://openalex.org/W4386599715","https://openalex.org/W4387340740","https://openalex.org/W4390533244","https://openalex.org/W4391730996","https://openalex.org/W6643145169"],"related_works":["https://openalex.org/W2560215812","https://openalex.org/W3092159757","https://openalex.org/W2073261424","https://openalex.org/W2045245345","https://openalex.org/W2949601986","https://openalex.org/W2018651675","https://openalex.org/W2011027483","https://openalex.org/W2495395637","https://openalex.org/W2788972299","https://openalex.org/W2521347458"],"abstract_inverted_index":{"Residual":[0],"stress":[1,14,19,73,100,110,119],"is":[2,15,42,60,75,140,160,168],"the":[3,10,54,71,85,93,98,126,130,134,137,146,151,155,164],"main":[4],"reason":[5],"for":[6,129],"machining":[7,153],"deformation,":[8],"so":[9],"obtaining":[11],"of":[12,39,95,102,145,158],"residual":[13,18,72,99,109,118],"essential.":[16],"Existing":[17],"field":[20,74],"construction":[21,49],"methods":[22],"that":[23,81,144],"depend":[24],"on":[25],"a":[26,43,78],"single":[27],"data":[28,41,57,66,115],"source":[29],"still":[30],"suffer":[31],"from":[32],"accuracy":[33,139],"and":[34,89,107,116],"stability":[35],"issues.":[36],"The":[37],"use":[38,64],"multi-source":[40,65],"potentially":[44],"effective":[45],"method":[46,166],"to":[47,53,63],"improve":[48],"accuracy.":[50],"However,":[51],"due":[52],"differences":[55],"in":[56],"forms,":[58],"it":[59],"often":[61],"difficult":[62],"comprehensively.":[67],"In":[68,133,150],"this":[69],"paper,":[70],"modeled":[76],"as":[77,125,170],"neural":[79,131],"process":[80],"models":[82],"not":[83],"only":[84],"correlation":[86,94],"between":[87],"input":[88],"output":[90],"but":[91],"also":[92],"samples,":[96],"i.e.,":[97],"value":[101],"each":[103],"specific":[104],"position,":[105],"estimating":[106],"inferring":[108],"by":[111],"monitored":[112],"deformation":[113],"forces":[114],"local":[117],"measurement":[120],"data,":[121],"which":[122,167],"are":[123],"taken":[124,169],"input-context":[127],"pair":[128],"process.":[132],"simulation":[135],"verification,":[136,154],"inference":[138],"49%":[141],"higher":[142],"than":[143],"Conditional":[147],"Variational":[148],"Autoencoder.":[149],"physical":[152],"average":[156],"error":[157],"\u03c3\u03b8\u03b8":[159],"16.62MPa":[161],"compared":[162],"with":[163],"contour":[165],"ground":[171],"truth.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2025-10-10T00:00:00"}