{"id":"https://openalex.org/W2972366308","doi":"https://doi.org/10.23919/acc.2019.8814675","title":"Learning constitutive equations of physical components with predefined feasibility conditions","display_name":"Learning constitutive equations of physical components with predefined feasibility conditions","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2972366308","doi":"https://doi.org/10.23919/acc.2019.8814675","mag":"2972366308"},"language":"en","primary_location":{"id":"doi:10.23919/acc.2019.8814675","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc.2019.8814675","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 American Control Conference (ACC)","raw_type":"proceedings-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/A5031818939","display_name":"Ion Matei","orcid":"https://orcid.org/0000-0001-5555-8130"},"institutions":[{"id":"https://openalex.org/I173498003","display_name":"Palo Alto Research Center","ror":"https://ror.org/0529fxt39","country_code":"US","type":"facility","lineage":["https://openalex.org/I173498003","https://openalex.org/I4210132870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ion Matei","raw_affiliation_strings":["Palo Alto Research Center (PARC), Palo Alto, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Palo Alto Research Center (PARC), Palo Alto, CA","institution_ids":["https://openalex.org/I173498003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080030080","display_name":"Johan de Kleer","orcid":"https://orcid.org/0000-0002-0465-7566"},"institutions":[{"id":"https://openalex.org/I173498003","display_name":"Palo Alto Research Center","ror":"https://ror.org/0529fxt39","country_code":"US","type":"facility","lineage":["https://openalex.org/I173498003","https://openalex.org/I4210132870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Johan De Kleer","raw_affiliation_strings":["Palo Alto Research Center (PARC), Palo Alto, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Palo Alto Research Center (PARC), Palo Alto, CA","institution_ids":["https://openalex.org/I173498003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008380283","display_name":"Maksym Zhenirovskyy","orcid":"https://orcid.org/0000-0002-5478-0669"},"institutions":[{"id":"https://openalex.org/I173498003","display_name":"Palo Alto Research Center","ror":"https://ror.org/0529fxt39","country_code":"US","type":"facility","lineage":["https://openalex.org/I173498003","https://openalex.org/I4210132870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maksym Zhenirovskyy","raw_affiliation_strings":["Palo Alto Research Center (PARC), Palo Alto, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Palo Alto Research Center (PARC), Palo Alto, CA","institution_ids":["https://openalex.org/I173498003"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109362391","display_name":"Alexander Feldman","orcid":null},"institutions":[{"id":"https://openalex.org/I173498003","display_name":"Palo Alto Research Center","ror":"https://ror.org/0529fxt39","country_code":"US","type":"facility","lineage":["https://openalex.org/I173498003","https://openalex.org/I4210132870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Feldman","raw_affiliation_strings":["Palo Alto Research Center (PARC), Palo Alto, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Palo Alto Research Center (PARC), Palo Alto, CA","institution_ids":["https://openalex.org/I173498003"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6745,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.70722316,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"922","last_page":"927"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9979000091552734,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9979000091552734,"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9918000102043152,"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/component","display_name":"Component (thermodynamics)","score":0.8294014930725098},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6715342998504639},{"id":"https://openalex.org/keywords/physical-system","display_name":"Physical system","score":0.6167032122612},{"id":"https://openalex.org/keywords/resistor","display_name":"Resistor","score":0.5522251129150391},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.37356579303741455},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33240142464637756},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1342373490333557}],"concepts":[{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.8294014930725098},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6715342998504639},{"id":"https://openalex.org/C116672817","wikidata":"https://www.wikidata.org/wiki/Q1454986","display_name":"Physical system","level":2,"score":0.6167032122612},{"id":"https://openalex.org/C137488568","wikidata":"https://www.wikidata.org/wiki/Q5321","display_name":"Resistor","level":3,"score":0.5522251129150391},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.37356579303741455},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33240142464637756},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1342373490333557},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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":1,"locations":[{"id":"doi:10.23919/acc.2019.8814675","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc.2019.8814675","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 American Control Conference (ACC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W580979487","https://openalex.org/W2045186954","https://openalex.org/W2073787051","https://openalex.org/W2080108722","https://openalex.org/W2103496339","https://openalex.org/W2105934661","https://openalex.org/W2114013702","https://openalex.org/W2121625938","https://openalex.org/W2144386448","https://openalex.org/W2160337655","https://openalex.org/W2169969507","https://openalex.org/W2187467903","https://openalex.org/W2319885746","https://openalex.org/W2886937306","https://openalex.org/W2899771611","https://openalex.org/W2904688300","https://openalex.org/W4205236922","https://openalex.org/W6686801988"],"related_works":["https://openalex.org/W3200817179","https://openalex.org/W1960166976","https://openalex.org/W2380067098","https://openalex.org/W1992708211","https://openalex.org/W1548152478","https://openalex.org/W2137172615","https://openalex.org/W2112564789","https://openalex.org/W2106247205","https://openalex.org/W2543503210","https://openalex.org/W2531567634"],"abstract_inverted_index":{"Complete":[0],"models":[1,64],"of":[2,8,31,35,91],"physical":[3,33,40],"systems":[4],"enable":[5],"a":[6,83],"plethora":[7],"model-based":[9],"methods":[10],"in":[11,37,50,96],"control,":[12],"diagnosis":[13],"or":[14],"prognosis.":[15],"Proprietary":[16],"information":[17],"and":[18,69,72],"system":[19,52],"complexity":[20],"often":[21],"hinder":[22],"building":[23],"such":[24],"models.":[25],"We":[26,61,78],"address":[27],"here":[28],"the":[29,51,56,66],"problem":[30],"learning":[32],"representations":[34,43,68,90],"components":[36],"partially":[38],"known":[39],"systems.":[41],"These":[42],"need":[44],"to":[45,59],"be":[46],"feasible:":[47],"when":[48],"included":[49],"model,":[53],"at":[54],"minimum":[55],"model":[57],"has":[58],"simulate.":[60],"propose":[62],"mathematical":[63],"for":[65,75],"component":[67,95],"give":[70],"necessary":[71],"sufficient":[73],"conditions":[74],"their":[76],"feasibility.":[77],"demonstrate":[79],"our":[80],"approach":[81],"on":[82],"illustrative":[84],"example":[85],"where":[86],"we":[87],"learn":[88],"different":[89],"an":[92,97],"unknown":[93],"resistor":[94],"electrical":[98],"circuit.":[99]},"counts_by_year":[{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
