{"id":"https://openalex.org/W4300792278","doi":"https://doi.org/10.48550/arxiv.2208.01779","title":"Mates2Motion: Learning How Mechanical CAD Assemblies Work","display_name":"Mates2Motion: Learning How Mechanical CAD Assemblies Work","publication_year":2022,"publication_date":"2022-08-02","ids":{"openalex":"https://openalex.org/W4300792278","doi":"https://doi.org/10.48550/arxiv.2208.01779"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2208.01779","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2208.01779","pdf_url":"https://arxiv.org/pdf/2208.01779","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2208.01779","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051181233","display_name":"James Noeckel","orcid":"https://orcid.org/0000-0002-6519-0322"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Noeckel, James","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101488459","display_name":"Benjamin T. Jones","orcid":"https://orcid.org/0000-0003-0285-1709"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jones, Benjamin T.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079002770","display_name":"Karl D. D. Willis","orcid":"https://orcid.org/0000-0002-6990-2294"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Willis, Karl","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011858791","display_name":"Brian Curless","orcid":"https://orcid.org/0000-0002-0095-5400"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Curless, Brian","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5043809595","display_name":"Adriana Schulz","orcid":"https://orcid.org/0000-0002-2464-0876"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Schulz, Adriana","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5051181233"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9962999820709229,"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":0.9962999820709229,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12290","display_name":"Human Motion and Animation","score":0.9930999875068665,"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/cad","display_name":"CAD","score":0.8121433258056641},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.8039341568946838},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6241984367370605},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.6197783350944519},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5760359764099121},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.4779215455055237},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47517579793930054},{"id":"https://openalex.org/keywords/degrees-of-freedom","display_name":"Degrees of freedom (physics and chemistry)","score":0.4329102635383606},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30837592482566833},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.291911780834198},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09458017349243164}],"concepts":[{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.8121433258056641},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.8039341568946838},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6241984367370605},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.6197783350944519},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5760359764099121},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.4779215455055237},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47517579793930054},{"id":"https://openalex.org/C208081375","wikidata":"https://www.wikidata.org/wiki/Q274502","display_name":"Degrees of freedom (physics and chemistry)","level":2,"score":0.4329102635383606},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30837592482566833},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.291911780834198},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09458017349243164},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2208.01779","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2208.01779","pdf_url":"https://arxiv.org/pdf/2208.01779","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2208.01779","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2208.01779","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2208.01779","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2208.01779","pdf_url":"https://arxiv.org/pdf/2208.01779","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2334610590","https://openalex.org/W2320366403","https://openalex.org/W3204197061","https://openalex.org/W4251350712","https://openalex.org/W637098845","https://openalex.org/W2410116073","https://openalex.org/W2357465569","https://openalex.org/W2347375777","https://openalex.org/W2382901435","https://openalex.org/W2966888100"],"abstract_inverted_index":{"We":[0,22,43,70],"describe":[1],"our":[2,24],"work":[3],"on":[4,19],"inferring":[5],"the":[6,55,58,65],"degrees":[7],"of":[8,30,35,57,68],"freedom":[9],"between":[10],"mated":[11],"parts":[12,37],"in":[13],"mechanical":[14,32],"assemblies":[15,33],"using":[16,26],"deep":[17],"learning":[18],"CAD":[20,36],"representations.":[21],"train":[23],"model":[25],"a":[27,73,78],"large":[28],"dataset":[29],"real-world":[31],"consisting":[34],"and":[38],"mates":[39,49],"joining":[40],"them":[41,52],"together.":[42],"present":[44],"methods":[45],"for":[46],"re-defining":[47],"these":[48],"to":[50,76],"make":[51],"better":[53],"reflect":[54],"motion":[56],"assembly,":[59],"as":[60,62],"well":[61],"narrowing":[63],"down":[64],"possible":[66],"axes":[67],"motion.":[69],"also":[71],"conduct":[72],"user":[74],"study":[75],"create":[77],"motion-annotated":[79],"test":[80],"set":[81],"with":[82],"more":[83],"reliable":[84],"labels.":[85]},"counts_by_year":[],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2025-10-10T00:00:00"}