{"id":"https://openalex.org/W4387755440","doi":"https://doi.org/10.1007/978-3-031-45332-8_12","title":"AutoKoopman: A Toolbox for\u00a0Automated System Identification via\u00a0Koopman Operator Linearization","display_name":"AutoKoopman: A Toolbox for\u00a0Automated System Identification via\u00a0Koopman Operator Linearization","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387755440","doi":"https://doi.org/10.1007/978-3-031-45332-8_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-45332-8_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-45332-8_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5045733096","display_name":"Ethan Lew","orcid":"https://orcid.org/0000-0002-6509-6846"},"institutions":[{"id":"https://openalex.org/I4210140281","display_name":"Galois (United States)","ror":"https://ror.org/03g8y8161","country_code":"US","type":"company","lineage":["https://openalex.org/I4210140281"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ethan Lew","raw_affiliation_strings":["Galois Inc., Portland, OR, USA"],"raw_orcid":"https://orcid.org/0000-0002-6509-6846","affiliations":[{"raw_affiliation_string":"Galois Inc., Portland, OR, USA","institution_ids":["https://openalex.org/I4210140281"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090309612","display_name":"Abdelrahman Hekal","orcid":"https://orcid.org/0009-0008-9685-0558"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Abdelrahman Hekal","raw_affiliation_strings":["School of Computing, Newcastle University, Newcastle Upon Tyne, UK"],"raw_orcid":"https://orcid.org/0009-0008-9685-0558","affiliations":[{"raw_affiliation_string":"School of Computing, Newcastle University, Newcastle Upon Tyne, UK","institution_ids":["https://openalex.org/I84884186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039570829","display_name":"Kostiantyn Potomkin","orcid":"https://orcid.org/0000-0002-4726-8931"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kostiantyn Potomkin","raw_affiliation_strings":["School of Computing, Newcastle University, Newcastle Upon Tyne, UK"],"raw_orcid":"https://orcid.org/0000-0002-4726-8931","affiliations":[{"raw_affiliation_string":"School of Computing, Newcastle University, Newcastle Upon Tyne, UK","institution_ids":["https://openalex.org/I84884186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042624051","display_name":"Niklas Kochdumper","orcid":"https://orcid.org/0000-0001-6017-7623"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Niklas Kochdumper","raw_affiliation_strings":["Department of Computer Science, Stony Brook University, New York, NY, USA"],"raw_orcid":"https://orcid.org/0000-0001-6017-7623","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Stony Brook University, New York, NY, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055733669","display_name":"Brandon Hencey","orcid":"https://orcid.org/0000-0001-9240-7999"},"institutions":[{"id":"https://openalex.org/I2799950915","display_name":"Wright-Patterson Air Force Base","ror":"https://ror.org/0097e1k27","country_code":"US","type":"other","lineage":["https://openalex.org/I1330347796","https://openalex.org/I2799950915","https://openalex.org/I4210089612","https://openalex.org/I4210102105"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brandon Hencey","raw_affiliation_strings":["Air Force Research Laboratory, Wright-Patterson Air Force Base, Dayton, OH, USA"],"raw_orcid":"https://orcid.org/0000-0001-9240-7999","affiliations":[{"raw_affiliation_string":"Air Force Research Laboratory, Wright-Patterson Air Force Base, Dayton, OH, USA","institution_ids":["https://openalex.org/I2799950915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033330108","display_name":"Stanley Bak","orcid":"https://orcid.org/0000-0003-4947-9553"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stanley Bak","raw_affiliation_strings":["Department of Computer Science, Stony Brook University, New York, NY, USA"],"raw_orcid":"https://orcid.org/0000-0003-4947-9553","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Stony Brook University, New York, NY, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055381376","display_name":"Sergiy Bogomolov","orcid":"https://orcid.org/0000-0002-0686-0365"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sergiy Bogomolov","raw_affiliation_strings":["School of Computing, Newcastle University, Newcastle Upon Tyne, UK"],"raw_orcid":"https://orcid.org/0000-0002-0686-0365","affiliations":[{"raw_affiliation_string":"School of Computing, Newcastle University, Newcastle Upon Tyne, UK","institution_ids":["https://openalex.org/I84884186"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5045733096"],"corresponding_institution_ids":["https://openalex.org/I4210140281"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.1751,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77252678,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"237","last_page":"250"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":1.0,"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/T12560","display_name":"Nuclear Engineering Thermal-Hydraulics","score":0.9690999984741211,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9623000025749207,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/toolbox","display_name":"Toolbox","score":0.8291106224060059},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8053869009017944},{"id":"https://openalex.org/keywords/linearization","display_name":"Linearization","score":0.6659929156303406},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.6619715094566345},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.5837823152542114},{"id":"https://openalex.org/keywords/observable","display_name":"Observable","score":0.5169705748558044},{"id":"https://openalex.org/keywords/dynamical-systems-theory","display_name":"Dynamical systems theory","score":0.4366063177585602},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.43659508228302},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.41815733909606934},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37998124957084656},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36539942026138306},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.35937952995300293},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1889093816280365},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.16480571031570435},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.0758608877658844}],"concepts":[{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.8291106224060059},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8053869009017944},{"id":"https://openalex.org/C11210021","wikidata":"https://www.wikidata.org/wiki/Q1520713","display_name":"Linearization","level":3,"score":0.6659929156303406},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6619715094566345},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.5837823152542114},{"id":"https://openalex.org/C32848918","wikidata":"https://www.wikidata.org/wiki/Q845789","display_name":"Observable","level":2,"score":0.5169705748558044},{"id":"https://openalex.org/C79379906","wikidata":"https://www.wikidata.org/wiki/Q3174497","display_name":"Dynamical systems theory","level":2,"score":0.4366063177585602},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.43659508228302},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.41815733909606934},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37998124957084656},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36539942026138306},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.35937952995300293},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1889093816280365},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.16480571031570435},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.0758608877658844},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-45332-8_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-45332-8_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W226431050","https://openalex.org/W600416657","https://openalex.org/W1591018827","https://openalex.org/W1723433682","https://openalex.org/W1997054581","https://openalex.org/W2000778604","https://openalex.org/W2006264839","https://openalex.org/W2009375605","https://openalex.org/W2019750884","https://openalex.org/W2067035505","https://openalex.org/W2094686470","https://openalex.org/W2126999002","https://openalex.org/W2164954534","https://openalex.org/W2192203593","https://openalex.org/W2239232218","https://openalex.org/W2341174028","https://openalex.org/W2395962256","https://openalex.org/W2512154443","https://openalex.org/W2561027863","https://openalex.org/W2739844829","https://openalex.org/W2766560513","https://openalex.org/W2777417212","https://openalex.org/W2785514482","https://openalex.org/W2909664786","https://openalex.org/W2973004389","https://openalex.org/W2980816402","https://openalex.org/W2981906852","https://openalex.org/W3008747420","https://openalex.org/W3013848658","https://openalex.org/W3028073062","https://openalex.org/W3089783915","https://openalex.org/W3098172061","https://openalex.org/W3104884253","https://openalex.org/W3126331428","https://openalex.org/W3187660506","https://openalex.org/W3194366730","https://openalex.org/W3199281236","https://openalex.org/W3217481449","https://openalex.org/W4200215628","https://openalex.org/W4290087483"],"related_works":["https://openalex.org/W2549786917","https://openalex.org/W2379996991","https://openalex.org/W2466422345","https://openalex.org/W1606018111","https://openalex.org/W2618554603","https://openalex.org/W2588205522","https://openalex.org/W2620024765","https://openalex.org/W2036965705","https://openalex.org/W2079196299","https://openalex.org/W1980817639"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
