{"id":"https://openalex.org/W4403118298","doi":"https://doi.org/10.1093/jcde/qwae084","title":"Deep generative model-based synthesis framework of four-bar linkage mechanisms with target conditions","display_name":"Deep generative model-based synthesis framework of four-bar linkage mechanisms with target conditions","publication_year":2024,"publication_date":"2024-08-31","ids":{"openalex":"https://openalex.org/W4403118298","doi":"https://doi.org/10.1093/jcde/qwae084"},"language":"en","primary_location":{"id":"doi:10.1093/jcde/qwae084","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwae084","pdf_url":"https://academic.oup.com/jcde/article-pdf/11/5/318/60894727/qwae084.pdf","source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://academic.oup.com/jcde/article-pdf/11/5/318/60894727/qwae084.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100726741","display_name":"Sumin Lee","orcid":"https://orcid.org/0000-0002-2264-2747"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Sumin Lee","raw_affiliation_strings":["Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST) , 291 Daehak-ro, Yuseong-gu, Daejeon 34141 ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST) , 291 Daehak-ro, Yuseong-gu, Daejeon 34141 ,","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101570101","display_name":"Jihoon Kim","orcid":"https://orcid.org/0000-0002-5107-390X"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jihoon Kim","raw_affiliation_strings":["Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST) , 291 Daehak-ro, Yuseong-gu, Daejeon 34141 ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST) , 291 Daehak-ro, Yuseong-gu, Daejeon 34141 ,","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016809344","display_name":"Namwoo Kang","orcid":"https://orcid.org/0000-0003-3475-7477"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]},{"id":"https://openalex.org/I198972184","display_name":"Korea Electric Power Corporation (South Korea)","ror":"https://ror.org/04fperw70","country_code":"KR","type":"company","lineage":["https://openalex.org/I198972184"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Namwoo Kang","raw_affiliation_strings":["Cho Chun Shik Graduate School of Mobility, Korea Advanced Institute of Science and Technology (KAIST) , 193 Munji-ro, Yuseong-gu, Daejeon 34051 ,","Narnia Labs , 193 Munji-ro, Yuseong-gu, Daejeon 34051 ,","Narnia Labs"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cho Chun Shik Graduate School of Mobility, Korea Advanced Institute of Science and Technology (KAIST) , 193 Munji-ro, Yuseong-gu, Daejeon 34051 ,","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Narnia Labs , 193 Munji-ro, Yuseong-gu, Daejeon 34051 ,","institution_ids":["https://openalex.org/I198972184"]},{"raw_affiliation_string":"Narnia Labs","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100726741"],"corresponding_institution_ids":["https://openalex.org/I157485424"],"apc_list":{"value":1650,"currency":"USD","value_usd":1650},"apc_paid":{"value":1650,"currency":"USD","value_usd":1650},"fwci":2.1978,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.88086398,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"11","issue":"5","first_page":"318","last_page":"332"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10571","display_name":"Robotic Mechanisms and Dynamics","score":0.9973000288009644,"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/T10571","display_name":"Robotic Mechanisms and Dynamics","score":0.9973000288009644,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11749","display_name":"Iterative Learning Control Systems","score":0.955299973487854,"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/linkage","display_name":"Linkage (software)","score":0.7725365161895752},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.645301342010498},{"id":"https://openalex.org/keywords/bar","display_name":"Bar (unit)","score":0.6318305730819702},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5392758846282959},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.5301181674003601},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47873684763908386},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3794441819190979},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13304561376571655},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07914742827415466},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.05940768122673035}],"concepts":[{"id":"https://openalex.org/C31266012","wikidata":"https://www.wikidata.org/wiki/Q6554340","display_name":"Linkage (software)","level":3,"score":0.7725365161895752},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.645301342010498},{"id":"https://openalex.org/C188721877","wikidata":"https://www.wikidata.org/wiki/Q103510","display_name":"Bar (unit)","level":2,"score":0.6318305730819702},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5392758846282959},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.5301181674003601},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47873684763908386},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3794441819190979},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13304561376571655},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07914742827415466},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.05940768122673035},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/jcde/qwae084","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwae084","pdf_url":"https://academic.oup.com/jcde/article-pdf/11/5/318/60894727/qwae084.pdf","source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1093/jcde/qwae084","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwae084","pdf_url":"https://academic.oup.com/jcde/article-pdf/11/5/318/60894727/qwae084.pdf","source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1100799574","display_name":null,"funder_award_id":"2022-0-00986","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G1632214690","display_name":null,"funder_award_id":"2018R1A5A7025409","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G4539581402","display_name":null,"funder_award_id":"2018R1A5A7025409","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G6634508727","display_name":null,"funder_award_id":"2018R1A5A7025409","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G8276839627","display_name":null,"funder_award_id":"2022-0-00969","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403118298.pdf","grobid_xml":"https://content.openalex.org/works/W4403118298.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W168164407","https://openalex.org/W2021233930","https://openalex.org/W2038930460","https://openalex.org/W2049347568","https://openalex.org/W2051004173","https://openalex.org/W2057433559","https://openalex.org/W2058156874","https://openalex.org/W2063435608","https://openalex.org/W2063513249","https://openalex.org/W2087813352","https://openalex.org/W2095269942","https://openalex.org/W2097278667","https://openalex.org/W2126105956","https://openalex.org/W2138779671","https://openalex.org/W2148143831","https://openalex.org/W2151554678","https://openalex.org/W2156180499","https://openalex.org/W2159138828","https://openalex.org/W2409698788","https://openalex.org/W2413901785","https://openalex.org/W2756500124","https://openalex.org/W2765508278","https://openalex.org/W2803594690","https://openalex.org/W2904592901","https://openalex.org/W2905547290","https://openalex.org/W2906353482","https://openalex.org/W2949676527","https://openalex.org/W2961923021","https://openalex.org/W2962693379","https://openalex.org/W3011193154","https://openalex.org/W3014698163","https://openalex.org/W3084900451","https://openalex.org/W3084949012","https://openalex.org/W3096831136","https://openalex.org/W3104016609","https://openalex.org/W3128639824","https://openalex.org/W3159045568","https://openalex.org/W3168049041","https://openalex.org/W3208556095","https://openalex.org/W4200319948","https://openalex.org/W4213349615","https://openalex.org/W4256544956","https://openalex.org/W4287597924","https://openalex.org/W4293217294","https://openalex.org/W4294294870","https://openalex.org/W4307300531","https://openalex.org/W4311145812","https://openalex.org/W4361214045","https://openalex.org/W4366769247","https://openalex.org/W4384129336","https://openalex.org/W4386055564","https://openalex.org/W4387151512","https://openalex.org/W4389103133","https://openalex.org/W4392571809","https://openalex.org/W6640963894","https://openalex.org/W6660254288","https://openalex.org/W6678815747","https://openalex.org/W6682889407","https://openalex.org/W6773084841"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W4287117424","https://openalex.org/W4387506531","https://openalex.org/W4238433571","https://openalex.org/W2967848559","https://openalex.org/W4299831724","https://openalex.org/W4283803360"],"abstract_inverted_index":{"Abstract":[0],"This":[1,133],"paper":[2],"proposes":[3],"a":[4,38,111,136,145],"deep":[5,87],"generative":[6,40,89],"model-based":[7],"framework":[8],"for":[9,26,45,130,139],"synthesizing":[10],"four-bar":[11],"linkage":[12,56,140],"mechanisms":[13,28,69,129],"that":[14,61,154],"satisfy":[15,155],"specified":[16],"kinematic":[17,30,72,118],"and":[18,32,55,73,85,119],"quasi-static":[19,74,120],"conditions.":[20],"We":[21,76],"define":[22],"two":[23],"objective":[24],"functions":[25],"crank-rocker":[27],"using":[29],"workspaces":[31],"geometric":[33],"configurations.":[34],"Our":[35,91],"approach":[36,80],"utilizes":[37],"conditional":[39],"adversarial":[41],"network":[42],"(cGAN)":[43],"modified":[44],"mechanism":[46,53,141],"synthesis,":[47],"which":[48],"learns":[49],"the":[50,62,122],"relationship":[51],"between":[52],"requirements":[54],"lengths.":[57],"The":[58],"results":[59],"demonstrate":[60],"proposed":[63,123],"model":[64,124],"successfully":[65],"generates":[66],"multiple":[67,150],"distinct":[68],"meeting":[70],"specific":[71],"requirements.":[75],"compare":[77],"our":[78],"cGAN":[79],"to":[81,147],"traditional":[82,97],"optimization":[83],"methods":[84],"other":[86],"learning-based":[88],"models.":[90],"method":[92],"offers":[93],"several":[94],"advantages":[95],"over":[96],"design":[98,107,113,152],"approaches,":[99],"enabling":[100],"efficient":[101],"generation":[102],"of":[103],"diverse":[104],"yet":[105],"feasible":[106],"candidates":[108],"while":[109],"exploring":[110],"large":[112],"space.":[114],"By":[115],"considering":[116],"both":[117],"requirements,":[121],"can":[125],"produce":[126],"more":[127],"effective":[128],"real-world":[131],"applications.":[132],"makes":[134],"it":[135],"promising":[137],"tool":[138],"design,":[142],"offering":[143],"designers":[144],"way":[146],"efficiently":[148],"generate":[149],"viable":[151],"options":[153],"key":[156],"performance":[157],"criteria.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2024-10-05T00:00:00"}
