{"id":"https://openalex.org/W4405200527","doi":"https://doi.org/10.1007/s13235-024-00610-6","title":"A Comparison Study of Supervised Learning Techniques for the Approximation of High Dimensional Functions and Feedback Control","display_name":"A Comparison Study of Supervised Learning Techniques for the Approximation of High Dimensional Functions and Feedback Control","publication_year":2024,"publication_date":"2024-12-09","ids":{"openalex":"https://openalex.org/W4405200527","doi":"https://doi.org/10.1007/s13235-024-00610-6"},"language":"en","primary_location":{"id":"doi:10.1007/s13235-024-00610-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13235-024-00610-6","pdf_url":null,"source":{"id":"https://openalex.org/S2502731256","display_name":"Dynamic Games and Applications","issn_l":"2153-0785","issn":["2153-0785","2153-0793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320186","host_organization_name":"Birkh\u00e4user","host_organization_lineage":["https://openalex.org/P4310320186","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Birkh\u00e4user","Springer Science+Business Media"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Dynamic Games and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11573/1743405","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113236327","display_name":"Mathias Oster","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mathias Oster","raw_affiliation_strings":["IGPM, RWTH Aachen, Templergraben 55, 52062, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"IGPM, RWTH Aachen, Templergraben 55, 52062, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035564802","display_name":"Luca Saluzzi","orcid":"https://orcid.org/0000-0002-3018-6948"},"institutions":[{"id":"https://openalex.org/I157210198","display_name":"Scuola Normale Superiore","ror":"https://ror.org/03aydme10","country_code":"IT","type":"education","lineage":["https://openalex.org/I157210198"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Luca Saluzzi","raw_affiliation_strings":["Centro di Ricerche Matematiche \u201cEnnio De Giorgi\u201d, Scuola Normale Superiore, Piazza dei Cavalieri, 3, 56126, Pisa, Italy","Centro di Ricerche Matematiche \"Ennio De Giorgi\", Scuola Normale Superiore, Piazza dei Cavalieri, 3, 56126, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Centro di Ricerche Matematiche \u201cEnnio De Giorgi\u201d, Scuola Normale Superiore, Piazza dei Cavalieri, 3, 56126, Pisa, Italy","institution_ids":["https://openalex.org/I157210198"]},{"raw_affiliation_string":"Centro di Ricerche Matematiche \"Ennio De Giorgi\", Scuola Normale Superiore, Piazza dei Cavalieri, 3, 56126, Pisa, Italy","institution_ids":["https://openalex.org/I157210198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047250646","display_name":"Tizian Wenzel","orcid":null},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tizian Wenzel","raw_affiliation_strings":["Department of Mathematics, Universit\u00e4t Hamburg, Bundesstra\u00dfe 55, 20146, Hamburg, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Universit\u00e4t Hamburg, Bundesstra\u00dfe 55, 20146, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035564802"],"corresponding_institution_ids":["https://openalex.org/I157210198"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.6703,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67711963,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"15","issue":"2","first_page":"454","last_page":"480"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9937999844551086,"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/T10305","display_name":"Power System Optimization and Stability","score":0.9413999915122986,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/feedback-control","display_name":"Feedback control","score":0.5960680842399597},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.53626549243927},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5190166234970093},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4551451504230499},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.37707263231277466},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.369915246963501},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.343768447637558},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3368811309337616},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.21467804908752441},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17024123668670654}],"concepts":[{"id":"https://openalex.org/C3018651601","wikidata":"https://www.wikidata.org/wiki/Q183635","display_name":"Feedback control","level":2,"score":0.5960680842399597},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.53626549243927},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5190166234970093},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4551451504230499},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.37707263231277466},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.369915246963501},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.343768447637558},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3368811309337616},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.21467804908752441},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17024123668670654}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s13235-024-00610-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13235-024-00610-6","pdf_url":null,"source":{"id":"https://openalex.org/S2502731256","display_name":"Dynamic Games and Applications","issn_l":"2153-0785","issn":["2153-0785","2153-0793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320186","host_organization_name":"Birkh\u00e4user","host_organization_lineage":["https://openalex.org/P4310320186","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Birkh\u00e4user","Springer Science+Business Media"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Dynamic Games and Applications","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:dyngam:v:15:y:2025:i:2:d:10.1007_s13235-024-00610-6","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s13235-024-00610-6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:iris.uniroma1.it:11573/1743405","is_oa":true,"landing_page_url":"https://hdl.handle.net/11573/1743405","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:sfera.unife.it:11392/2608494","is_oa":false,"landing_page_url":"https://link.springer.com/article/10.1007/s13235-024-00610-6","pdf_url":null,"source":{"id":"https://openalex.org/S4306400369","display_name":"Institutional Research Information System University of Ferrara (University of Ferrara)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201324441","host_organization_name":"University of Ferrara","host_organization_lineage":["https://openalex.org/I201324441"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:iris.uniroma1.it:11573/1743405","is_oa":true,"landing_page_url":"https://hdl.handle.net/11573/1743405","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6792660214","display_name":null,"funder_award_id":"442047500","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320334079","display_name":"Gruppo Nazionale per il Calcolo Scientifico","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":82,"referenced_works":["https://openalex.org/W50417968","https://openalex.org/W79554687","https://openalex.org/W1487586009","https://openalex.org/W1547930079","https://openalex.org/W1690544311","https://openalex.org/W1965512034","https://openalex.org/W1988473367","https://openalex.org/W1989786408","https://openalex.org/W1993482030","https://openalex.org/W1995406764","https://openalex.org/W2001518794","https://openalex.org/W2006798482","https://openalex.org/W2021092589","https://openalex.org/W2028573274","https://openalex.org/W2031216664","https://openalex.org/W2037025184","https://openalex.org/W2042994047","https://openalex.org/W2070330278","https://openalex.org/W2070376330","https://openalex.org/W2100571430","https://openalex.org/W2117777450","https://openalex.org/W2133854101","https://openalex.org/W2133936817","https://openalex.org/W2134793668","https://openalex.org/W2149713433","https://openalex.org/W2168071446","https://openalex.org/W2343408237","https://openalex.org/W2481293459","https://openalex.org/W2496219407","https://openalex.org/W2565077851","https://openalex.org/W2588542536","https://openalex.org/W2605644966","https://openalex.org/W2752848833","https://openalex.org/W2767784613","https://openalex.org/W2793714280","https://openalex.org/W2803629276","https://openalex.org/W2887569307","https://openalex.org/W2943141190","https://openalex.org/W2959078751","https://openalex.org/W2962782763","https://openalex.org/W2963350219","https://openalex.org/W2963459284","https://openalex.org/W2964179106","https://openalex.org/W2991756765","https://openalex.org/W3002052860","https://openalex.org/W3012130149","https://openalex.org/W3016115703","https://openalex.org/W3023457605","https://openalex.org/W3043050416","https://openalex.org/W3092417881","https://openalex.org/W3103737926","https://openalex.org/W3111609376","https://openalex.org/W3115761617","https://openalex.org/W3117804527","https://openalex.org/W3120057276","https://openalex.org/W3122712863","https://openalex.org/W3132715927","https://openalex.org/W3141455185","https://openalex.org/W3156706052","https://openalex.org/W3158135568","https://openalex.org/W3159718103","https://openalex.org/W3162220519","https://openalex.org/W3162644644","https://openalex.org/W3162728429","https://openalex.org/W3163392966","https://openalex.org/W3165976337","https://openalex.org/W3194828218","https://openalex.org/W3198653666","https://openalex.org/W3201797977","https://openalex.org/W3208105719","https://openalex.org/W4210840654","https://openalex.org/W4234721591","https://openalex.org/W4237591687","https://openalex.org/W4285446270","https://openalex.org/W4287119364","https://openalex.org/W4301018487","https://openalex.org/W4312626719","https://openalex.org/W4321344690","https://openalex.org/W4384929619","https://openalex.org/W4386746699","https://openalex.org/W4391435972","https://openalex.org/W4396229963"],"related_works":["https://openalex.org/W1982160337","https://openalex.org/W1971380437","https://openalex.org/W1983548084","https://openalex.org/W2141691317","https://openalex.org/W2110846987","https://openalex.org/W2160609742","https://openalex.org/W2979526210","https://openalex.org/W1997414638","https://openalex.org/W2031091109","https://openalex.org/W2052682608"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2024-12-10T00:00:00"}
