{"id":"https://openalex.org/W4402200522","doi":"https://doi.org/10.1137/23m155832x","title":"A Neural Network Approach for Stochastic Optimal Control","display_name":"A Neural Network Approach for Stochastic Optimal Control","publication_year":2024,"publication_date":"2024-09-03","ids":{"openalex":"https://openalex.org/W4402200522","doi":"https://doi.org/10.1137/23m155832x"},"language":"en","primary_location":{"id":"doi:10.1137/23m155832x","is_oa":false,"landing_page_url":"https://doi.org/10.1137/23m155832x","pdf_url":null,"source":{"id":"https://openalex.org/S165512578","display_name":"SIAM Journal on Scientific Computing","issn_l":"1064-8275","issn":["1064-8275","1095-7197"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Scientific Computing","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/A5100770663","display_name":"Xingjian Li","orcid":"https://orcid.org/0000-0001-8073-7552"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xingjian Li","raw_affiliation_strings":["Department of Mathematics, Emory University, Atlanta, GA 30322 USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Emory University, Atlanta, GA 30322 USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055719783","display_name":"Deepanshu Verma","orcid":"https://orcid.org/0000-0001-9125-2200"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deepanshu Verma","raw_affiliation_strings":["Department of Mathematics, Emory University, Atlanta, GA 30322 USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Emory University, Atlanta, GA 30322 USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076591073","display_name":"Lars Ruthotto","orcid":"https://orcid.org/0000-0003-0803-3299"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lars Ruthotto","raw_affiliation_strings":["Department of Mathematics, Emory University, Atlanta, GA 30322 USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Emory University, Atlanta, GA 30322 USA","institution_ids":["https://openalex.org/I150468666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100770663"],"corresponding_institution_ids":["https://openalex.org/I150468666"],"apc_list":null,"apc_paid":null,"fwci":3.1451,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.92092234,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"46","issue":"5","first_page":"C535","last_page":"C556"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9768999814987183,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9768999814987183,"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/T10320","display_name":"Neural Networks and Applications","score":0.9502000212669373,"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/T11236","display_name":"Control Systems and Identification","score":0.9340999722480774,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.6349629163742065},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.6341413855552673},{"id":"https://openalex.org/keywords/stochastic-neural-network","display_name":"Stochastic neural network","score":0.5375411510467529},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.45896199345588684},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.40386325120925903},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.38557347655296326},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.27785784006118774},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21671557426452637},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.17632725834846497}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6349629163742065},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.6341413855552673},{"id":"https://openalex.org/C86582703","wikidata":"https://www.wikidata.org/wiki/Q7617824","display_name":"Stochastic neural network","level":4,"score":0.5375411510467529},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.45896199345588684},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.40386325120925903},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.38557347655296326},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.27785784006118774},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21671557426452637},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.17632725834846497}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1137/23m155832x","is_oa":false,"landing_page_url":"https://doi.org/10.1137/23m155832x","pdf_url":null,"source":{"id":"https://openalex.org/S165512578","display_name":"SIAM Journal on Scientific Computing","issn_l":"1064-8275","issn":["1064-8275","1095-7197"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Scientific Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3261436868","display_name":null,"funder_award_id":"FA9550-20-1-0372","funder_id":"https://openalex.org/F4320338279","funder_display_name":"Air Force Office of Scientific Research"},{"id":"https://openalex.org/G439588400","display_name":null,"funder_award_id":"DMS 2038118","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7385372765","display_name":null,"funder_award_id":"DMS 1751636","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320338279","display_name":"Air Force Office of Scientific Research","ror":"https://ror.org/011e9bt93"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W61439753","https://openalex.org/W1507126399","https://openalex.org/W1964377184","https://openalex.org/W1966068608","https://openalex.org/W1967021195","https://openalex.org/W2046331573","https://openalex.org/W2046553535","https://openalex.org/W2071383004","https://openalex.org/W2081458347","https://openalex.org/W2090857110","https://openalex.org/W2137824888","https://openalex.org/W2140866181","https://openalex.org/W2164282683","https://openalex.org/W2334591577","https://openalex.org/W2487144912","https://openalex.org/W2625995436","https://openalex.org/W2766666589","https://openalex.org/W2803629276","https://openalex.org/W2808115243","https://openalex.org/W2963800981","https://openalex.org/W2993551995","https://openalex.org/W3004573026","https://openalex.org/W3099661895","https://openalex.org/W3122712863","https://openalex.org/W4211261807","https://openalex.org/W4212780424","https://openalex.org/W4224780987","https://openalex.org/W4231021340","https://openalex.org/W4292366002"],"related_works":["https://openalex.org/W2378845890","https://openalex.org/W4206589881","https://openalex.org/W1584270863","https://openalex.org/W2085961337","https://openalex.org/W2390500492","https://openalex.org/W180587397","https://openalex.org/W2391951449","https://openalex.org/W2085068378","https://openalex.org/W2371928941","https://openalex.org/W2319800497"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}