{"id":"https://openalex.org/W7119129073","doi":"https://doi.org/10.1115/1.4070795","title":"A Model-Based Systems Engineering- and Large Language Model-Driven Method for Intelligent Generation of Aerial Bomb Design Solution","display_name":"A Model-Based Systems Engineering- and Large Language Model-Driven Method for Intelligent Generation of Aerial Bomb Design Solution","publication_year":2026,"publication_date":"2026-01-07","ids":{"openalex":"https://openalex.org/W7119129073","doi":"https://doi.org/10.1115/1.4070795"},"language":"en","primary_location":{"id":"doi:10.1115/1.4070795","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.4070795","pdf_url":null,"source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","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/A5103259044","display_name":"Wenqiang Yuan","orcid":"https://orcid.org/0000-0002-6001-2906"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenqiang Yuan","raw_affiliation_strings":["Hangzhou Dianzi University School of Computer Science, , \u00a0 ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University School of Computer Science, , \u00a0 ,","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122262378","display_name":"Kaidi Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaidi Wang","raw_affiliation_strings":["Hangzhou Dianzi University School of Computer Science, , \u00a0 ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University School of Computer Science, , \u00a0 ,","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043397258","display_name":"Jianfeng Lu","orcid":"https://orcid.org/0000-0002-3636-6528"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianfeng Lu","raw_affiliation_strings":["Hangzhou Dianzi University School of Computer Science, , \u00a0 ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University School of Computer Science, , \u00a0 ,","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122279916","display_name":"Wenlong Li","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenlong Li","raw_affiliation_strings":["University of Electronic Science and Technology of China School of Automation Engineering, , \u00a0 ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China School of Automation Engineering, , \u00a0 ,","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122243405","display_name":"Weifeng Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153035","display_name":"Shanghai Construction Group (China)","ror":"https://ror.org/04azzhq34","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210153035"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weifeng Luo","raw_affiliation_strings":["Hunan Yujian Group Co., Ltd, Changsha\u00a0410199, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan Yujian Group Co., Ltd, Changsha\u00a0410199, China","institution_ids":["https://openalex.org/I4210153035"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055364235","display_name":"Y Y Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156066","display_name":"State Key Laboratory of Chemical Engineering","ror":"https://ror.org/05803vc71","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156066"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yusheng Liu","raw_affiliation_strings":["Zhejiang University State Key Laboratory of CAD&CG, , \u00a0 ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University State Key Laboratory of CAD&CG, , \u00a0 ,","institution_ids":["https://openalex.org/I4210156066","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122050298","display_name":"Zan Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136277","display_name":"Institute of Space and Astronautical Science","ror":"https://ror.org/034gcgw60","country_code":"JP","type":"facility","lineage":["https://openalex.org/I2800865746","https://openalex.org/I4210136277"]},{"id":"https://openalex.org/I4210163738","display_name":"China Astronaut Research and Training Center","ror":"https://ror.org/001ycj259","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210163738"]}],"countries":["CN","JP"],"is_corresponding":false,"raw_author_name":"Zan Liang","raw_affiliation_strings":["Beijing Institute of Astronautical Systems Engineering , \u00a0 ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Astronautical Systems Engineering , \u00a0 ,","institution_ids":["https://openalex.org/I4210136277","https://openalex.org/I4210163738"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5122245848","display_name":"Biao Niu","orcid":null},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Biao Niu","raw_affiliation_strings":["Hangzhou Dianzi University School of Computer Science, , \u00a0 ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University School of Computer Science, , \u00a0 ,","institution_ids":["https://openalex.org/I50760025"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":15.9395,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.98588531,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"26","issue":"7","first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12000","display_name":"Systems Engineering Methodologies and Applications","score":0.2475000023841858,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T12000","display_name":"Systems Engineering Methodologies and Applications","score":0.2475000023841858,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.09109999984502792,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12888","display_name":"Military Strategy and Technology","score":0.05079999938607216,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/reuse","display_name":"Reuse","score":0.6014999747276306},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.5371000170707703},{"id":"https://openalex.org/keywords/conceptual-design","display_name":"Conceptual design","score":0.5012999773025513},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.47429999709129333},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4724000096321106},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.37380000948905945},{"id":"https://openalex.org/keywords/design-language","display_name":"Design language","score":0.3625999987125397}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6647999882698059},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.6014999747276306},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.5371000170707703},{"id":"https://openalex.org/C120208923","wikidata":"https://www.wikidata.org/wiki/Q5158435","display_name":"Conceptual design","level":2,"score":0.5012999773025513},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.47429999709129333},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4724000096321106},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3930000066757202},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.375900000333786},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.37380000948905945},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.367900013923645},{"id":"https://openalex.org/C49777639","wikidata":"https://www.wikidata.org/wiki/Q5264354","display_name":"Design language","level":2,"score":0.3625999987125397},{"id":"https://openalex.org/C48145219","wikidata":"https://www.wikidata.org/wiki/Q1335365","display_name":"Security token","level":2,"score":0.35339999198913574},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.33250001072883606},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32199999690055847},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.3190000057220459},{"id":"https://openalex.org/C2778712445","wikidata":"https://www.wikidata.org/wiki/Q5264352","display_name":"Design knowledge","level":3,"score":0.28619998693466187},{"id":"https://openalex.org/C207850805","wikidata":"https://www.wikidata.org/wiki/Q269608","display_name":"Reverse engineering","level":2,"score":0.2838999927043915},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.2623000144958496},{"id":"https://openalex.org/C31352089","wikidata":"https://www.wikidata.org/wiki/Q3750474","display_name":"Systems design","level":2,"score":0.2556999921798706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1115/1.4070795","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.4070795","pdf_url":null,"source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2601243251","https://openalex.org/W2897249806","https://openalex.org/W2970641574","https://openalex.org/W3010527307","https://openalex.org/W4285175496","https://openalex.org/W4391833078","https://openalex.org/W4395686609","https://openalex.org/W4401042136","https://openalex.org/W4401754921","https://openalex.org/W4403095656","https://openalex.org/W4406542750","https://openalex.org/W4408937151","https://openalex.org/W4410314623","https://openalex.org/W4410427444","https://openalex.org/W4410584649","https://openalex.org/W4411042430","https://openalex.org/W4411364168","https://openalex.org/W4415248071","https://openalex.org/W6910547350","https://openalex.org/W6960167252"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"Model-based":[1],"systems":[2,30],"engineering":[3],"(MBSE)":[4],"faces":[5],"significant":[6],"challenges":[7],"in":[8,40,44,107],"knowledge":[9,52],"reuse":[10],"and":[11,21,60,86,111],"design":[12,26,94,133],"agility.":[13],"To":[14],"address":[15],"this":[16,18],"gap,":[17],"study":[19,118],"proposes":[20],"constructs":[22,49],"an":[23,45,61,127],"intelligent":[24],"conceptual":[25],"framework":[27,38,101],"for":[28,130],"weapon":[29],"driven":[31],"by":[32],"large":[33],"language":[34],"models":[35],"(LLMs).":[36],"The":[37],"operates":[39],"two":[41],"stages.":[42],"First,":[43],"offline":[46],"process,":[47],"it":[48],"a":[50,68,82],"hierarchical":[51,69],"index":[53,65],"of":[54,113,135],"tactical":[55],"capabilities":[56],"using":[57],"semantic":[58],"clustering":[59],"LLM.":[62],"This":[63,117],"structured":[64,124],"then":[66],"enables":[67],"inference":[70],"mechanism":[71],"based":[72],"on":[73,88],"LLM":[74],"evaluators":[75],"during":[76],"the":[77,100,108,114,132],"online":[78],"phase,":[79],"which":[80],"performs":[81],"top-down":[83],"parallel":[84],"search":[85],"pruning":[87],"user":[89],"requirements":[90],"to":[91],"efficiently":[92],"generate":[93],"solutions.":[95,116],"Experimental":[96],"results":[97],"demonstrate":[98],"that":[99,120],"significantly":[102],"outperforms":[103],"generic":[104],"baseline":[105],"methods":[106],"accuracy,":[109],"correctness,":[110],"validity":[112],"generated":[115],"confirms":[119],"integrating":[121],"LLMs":[122],"with":[123],"reasoning":[125],"provides":[126],"effective":[128],"path":[129],"enhancing":[131],"agility":[134],"complex":[136],"systems.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2026-01-08T00:00:00"}
