{"id":"https://openalex.org/W4410773630","doi":"https://doi.org/10.1016/j.neucom.2025.130515","title":"Hamilton\u2013Jacobi based policy-iteration via deep operator learning","display_name":"Hamilton\u2013Jacobi based policy-iteration via deep operator learning","publication_year":2025,"publication_date":"2025-05-27","ids":{"openalex":"https://openalex.org/W4410773630","doi":"https://doi.org/10.1016/j.neucom.2025.130515"},"language":"en","primary_location":{"id":"doi:10.1016/j.neucom.2025.130515","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2025.130515","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","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/A5100369471","display_name":"Jae Yong Lee","orcid":"https://orcid.org/0000-0003-0193-545X"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jae Yong Lee","raw_affiliation_strings":["Department of Artificial Intelligence, Chung-Ang University, 84 Heukseok-ro, Dongjak-gu, 06974, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0003-0193-545X","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, Chung-Ang University, 84 Heukseok-ro, Dongjak-gu, 06974, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028468023","display_name":"Yeoneung Kim","orcid":"https://orcid.org/0000-0001-6293-3939"},"institutions":[{"id":"https://openalex.org/I118373667","display_name":"Seoul National University of Science and Technology","ror":"https://ror.org/00chfja07","country_code":"KR","type":"education","lineage":["https://openalex.org/I118373667"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Yeoneung Kim","raw_affiliation_strings":["Department of Applied Artificial Intelligence, SeoulTech, 232 Gongneung-ro, Nowon-gu, 01811, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-6293-3939","affiliations":[{"raw_affiliation_string":"Department of Applied Artificial Intelligence, SeoulTech, 232 Gongneung-ro, Nowon-gu, 01811, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I118373667"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5028468023"],"corresponding_institution_ids":["https://openalex.org/I118373667"],"apc_list":{"value":2470,"currency":"USD","value_usd":2470},"apc_paid":null,"fwci":4.7219,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.94683635,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"646","issue":null,"first_page":"130515","last_page":"130515"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9987999796867371,"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":0.9987999796867371,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10305","display_name":"Power System Optimization and Stability","score":0.9696999788284302,"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/operator","display_name":"Operator (biology)","score":0.554699182510376},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5507435202598572},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4789312779903412},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.45555078983306885},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3711704611778259},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32624924182891846},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.0836140513420105}],"concepts":[{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.554699182510376},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5507435202598572},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4789312779903412},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.45555078983306885},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3711704611778259},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32624924182891846},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0836140513420105},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.neucom.2025.130515","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2025.130515","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1010832933","display_name":null,"funder_award_id":"RS-2023-00219980","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G13572568","display_name":null,"funder_award_id":"RS-2021-II211341","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G4817396581","display_name":null,"funder_award_id":"RS-2023-00211503","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320309434","display_name":"University of Wisconsin-Madison","ror":"https://ror.org/01y2jtd41"},{"id":"https://openalex.org/F4320321202","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W110970250","https://openalex.org/W130211666","https://openalex.org/W153353184","https://openalex.org/W231975775","https://openalex.org/W1487586009","https://openalex.org/W1977655452","https://openalex.org/W1978956894","https://openalex.org/W1983725065","https://openalex.org/W1990244934","https://openalex.org/W2027438381","https://openalex.org/W2032316144","https://openalex.org/W2067202372","https://openalex.org/W2079578802","https://openalex.org/W2098745223","https://openalex.org/W2139923370","https://openalex.org/W2221321873","https://openalex.org/W2257979135","https://openalex.org/W2464933052","https://openalex.org/W2470369492","https://openalex.org/W2488089998","https://openalex.org/W2749028154","https://openalex.org/W2767915842","https://openalex.org/W2803629276","https://openalex.org/W2899771611","https://openalex.org/W2952169641","https://openalex.org/W2962727772","https://openalex.org/W2963056268","https://openalex.org/W2963395620","https://openalex.org/W2979786244","https://openalex.org/W3007470329","https://openalex.org/W3038272362","https://openalex.org/W3043050416","https://openalex.org/W3047155704","https://openalex.org/W3096740192","https://openalex.org/W3099188500","https://openalex.org/W3118310857","https://openalex.org/W3137474564","https://openalex.org/W3173090272","https://openalex.org/W3201666041","https://openalex.org/W3202382720","https://openalex.org/W3204193585","https://openalex.org/W4214717370","https://openalex.org/W4226300562","https://openalex.org/W4237591687","https://openalex.org/W4287113310","https://openalex.org/W4293775970","https://openalex.org/W4298857966","https://openalex.org/W4302769929","https://openalex.org/W4313483983","https://openalex.org/W4385775255","https://openalex.org/W4392270969","https://openalex.org/W4392619018","https://openalex.org/W4400199650","https://openalex.org/W4407151316","https://openalex.org/W6605368796","https://openalex.org/W6638908295","https://openalex.org/W6677916085","https://openalex.org/W6784829994","https://openalex.org/W6792083613","https://openalex.org/W6797816374","https://openalex.org/W6800493578","https://openalex.org/W6850570602","https://openalex.org/W6855604424"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4321369474","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W3086377361"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
