{"id":"https://openalex.org/W4200412188","doi":"https://doi.org/10.1145/3478513.3480562","title":"AutoMate","display_name":"AutoMate","publication_year":2021,"publication_date":"2021-12-01","ids":{"openalex":"https://openalex.org/W4200412188","doi":"https://doi.org/10.1145/3478513.3480562"},"language":"en","primary_location":{"id":"doi:10.1145/3478513.3480562","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3478513.3480562","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","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/A5114929301","display_name":"B.E. Jones","orcid":"https://orcid.org/0000-0002-5677-4289"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Benjamin Jones","raw_affiliation_strings":["University of Washington"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Washington","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009708688","display_name":"Dalton Hildreth","orcid":null},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dalton Hildreth","raw_affiliation_strings":["University of Washington"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Washington","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051528046","display_name":"Duowen Chen","orcid":"https://orcid.org/0009-0002-6833-6312"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Duowen Chen","raw_affiliation_strings":["Columbia University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Columbia University","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088972289","display_name":"Ilya Baran","orcid":"https://orcid.org/0009-0007-1023-9524"},"institutions":[{"id":"https://openalex.org/I41154525","display_name":"PTC (United States)","ror":"https://ror.org/03qqbvj08","country_code":"US","type":"company","lineage":["https://openalex.org/I41154525"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ilya Baran","raw_affiliation_strings":["PTC Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PTC Inc","institution_ids":["https://openalex.org/I41154525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041004771","display_name":"Vladimir G. Kim","orcid":"https://orcid.org/0000-0002-3996-6588"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vladimir G. Kim","raw_affiliation_strings":["Abobe Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Abobe Inc","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043809595","display_name":"Adriana Schulz","orcid":"https://orcid.org/0000-0002-2464-0876"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adriana Schulz","raw_affiliation_strings":["University of Washington"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Washington","institution_ids":["https://openalex.org/I201448701"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5114929301"],"corresponding_institution_ids":["https://openalex.org/I201448701"],"apc_list":null,"apc_paid":null,"fwci":8.3675,"has_fulltext":false,"cited_by_count":71,"citation_normalized_percentile":{"value":0.98957814,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"40","issue":"6","first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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":0.9987000226974487,"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/T11245","display_name":"Advanced Numerical Analysis Techniques","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/cad","display_name":"CAD","score":0.8501064777374268},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7124736905097961},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5777664184570312},{"id":"https://openalex.org/keywords/computer-aided-design","display_name":"Computer Aided Design","score":0.5622985363006592},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.5383345484733582},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.44312524795532227},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4227887690067291},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.37103068828582764},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.34952080249786377},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3429926633834839},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23975324630737305},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16239479184150696},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.14804324507713318},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08464547991752625}],"concepts":[{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.8501064777374268},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7124736905097961},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5777664184570312},{"id":"https://openalex.org/C119823426","wikidata":"https://www.wikidata.org/wiki/Q184793","display_name":"Computer Aided Design","level":2,"score":0.5622985363006592},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.5383345484733582},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.44312524795532227},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4227887690067291},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.37103068828582764},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34952080249786377},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3429926633834839},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23975324630737305},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16239479184150696},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.14804324507713318},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08464547991752625},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3478513.3480562","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3478513.3480562","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1981835595","https://openalex.org/W2017765444","https://openalex.org/W2059908987","https://openalex.org/W2558748708","https://openalex.org/W2560609797","https://openalex.org/W2766448241","https://openalex.org/W2789042518","https://openalex.org/W2804624641","https://openalex.org/W2891396148","https://openalex.org/W2896506780","https://openalex.org/W2907492528","https://openalex.org/W2961222043","https://openalex.org/W2961368225","https://openalex.org/W2962780613","https://openalex.org/W2972931660","https://openalex.org/W2979750740","https://openalex.org/W2989341556","https://openalex.org/W2990045899","https://openalex.org/W3011667710","https://openalex.org/W3034195670","https://openalex.org/W3034917353","https://openalex.org/W3100891210","https://openalex.org/W3101228253","https://openalex.org/W3102669005","https://openalex.org/W3105321293","https://openalex.org/W3108720268","https://openalex.org/W3109125268","https://openalex.org/W3109636218","https://openalex.org/W3174904509","https://openalex.org/W4251110321","https://openalex.org/W4297598254"],"related_works":["https://openalex.org/W625186032","https://openalex.org/W2315696258","https://openalex.org/W3180209133","https://openalex.org/W2766742654","https://openalex.org/W1591835233","https://openalex.org/W2008715782","https://openalex.org/W2199025291","https://openalex.org/W2340811394","https://openalex.org/W2322832860","https://openalex.org/W4250738723"],"abstract_inverted_index":{"Assembly":[0],"modeling":[1,43,68],"is":[2,44],"a":[3,19,27,34,72,101,165],"core":[4],"task":[5],"of":[6,15,33,40,59,74,112,135,154],"computer":[7],"aided":[8],"design":[9,32],"(CAD),":[10],"comprising":[11],"around":[12],"one":[13],"third":[14],"the":[16,31,55,109,130,152],"work":[17],"in":[18,30,91,170],"CAD":[20,35,50,66,121,137,161],"workflow.":[21],"Optimizing":[22],"this":[23],"process":[24],"therefore":[25],"represents":[26],"huge":[28],"opportunity":[29],"system,":[36,127],"but":[37],"current":[38],"research":[39],"assembly":[41,67],"based":[42],"not":[45],"directly":[46],"applicable":[47],"to":[48,86,95,119],"modern":[49,60],"systems":[51],"because":[52],"it":[53],"eschews":[54],"dominant":[56],"data":[57],"structure":[58,111],"CAD:":[61],"parametric":[62],"boundary":[63],"representations":[64,118],"(BREPs).":[65],"defines":[69],"assemblies":[70],"as":[71],"system":[73,162],"pairwise":[75],"constraints,":[76],"called":[77],"mates":[78],",":[79],"between":[80],"parts,":[81,113],"which":[82,139],"are":[83,141],"defined":[84],"relative":[85],"BREP":[87,136],"topology":[88],"rather":[89],"than":[90],"world":[92],"coordinates":[93],"common":[94],"existing":[96,159],"work.":[97],"We":[98],"propose":[99],"SB-GCN,":[100],"representation":[102],"learning":[103],"scheme":[104],"on":[105],"BREPs":[106],"that":[107,167],"retains":[108],"topological":[110],"and":[114],"use":[115],"these":[116],"learned":[117],"predict":[120],"type":[122],"mates.":[123],"To":[124],"train":[125],"our":[126,155],"we":[128,140,150],"compiled":[129],"first":[131],"large":[132],"scale":[133],"dataset":[134],"assemblies,":[138],"releasing":[142],"along":[143],"with":[144,157,177],"benchmark":[145],"mate":[146,171,175],"prediction":[147],"tasks.":[148],"Finally,":[149],"demonstrate":[151],"compatibility":[153],"model":[156],"an":[158],"commercial":[160],"by":[163,173],"building":[164],"tool":[166],"assists":[168],"users":[169],"creation":[172],"suggesting":[174],"completions,":[176],"72.2%":[178],"accuracy.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":30},{"year":2022,"cited_by_count":6}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2021-12-31T00:00:00"}
