{"id":"https://openalex.org/W4406599158","doi":"https://doi.org/10.1007/s10915-025-02791-7","title":"Adaptive Deep Density Approximation for Stochastic Dynamical Systems","display_name":"Adaptive Deep Density Approximation for Stochastic Dynamical Systems","publication_year":2025,"publication_date":"2025-01-20","ids":{"openalex":"https://openalex.org/W4406599158","doi":"https://doi.org/10.1007/s10915-025-02791-7"},"language":"en","primary_location":{"id":"doi:10.1007/s10915-025-02791-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10915-025-02791-7","pdf_url":null,"source":{"id":"https://openalex.org/S151550017","display_name":"Journal of Scientific Computing","issn_l":"0885-7474","issn":["0885-7474","1573-7691"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Scientific Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repository.lsu.edu/mathematics_pubs/1807","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101080678","display_name":"Junjie He","orcid":"https://orcid.org/0009-0002-7441-9413"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie He","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, 201210, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, 201210, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014407690","display_name":"Qifeng Liao","orcid":"https://orcid.org/0000-0003-2033-6356"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qifeng Liao","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, 201210, China"],"raw_orcid":"https://orcid.org/0000-0003-2033-6356","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, 201210, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112618541","display_name":"Xiaoliang Wan","orcid":null},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoliang Wan","raw_affiliation_strings":["Department of Mathematics and Center for Computation and Technology, Louisiana State University, Baton Rouge, LA, 70803, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Center for Computation and Technology, Louisiana State University, Baton Rouge, LA, 70803, USA","institution_ids":["https://openalex.org/I121820613"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5014407690"],"corresponding_institution_ids":["https://openalex.org/I30809798"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.6074,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.80420023,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"102","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9998999834060669,"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":0.9998999834060669,"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/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T10339","display_name":"Advanced Numerical Methods in Computational Mathematics","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/mathematics","display_name":"Mathematics","score":0.7699048519134521},{"id":"https://openalex.org/keywords/dynamical-systems-theory","display_name":"Dynamical systems theory","score":0.5179223418235779},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.46288084983825684},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.41819101572036743},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3437703847885132},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.33054250478744507},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08732384443283081}],"concepts":[{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.7699048519134521},{"id":"https://openalex.org/C79379906","wikidata":"https://www.wikidata.org/wiki/Q3174497","display_name":"Dynamical systems theory","level":2,"score":0.5179223418235779},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.46288084983825684},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.41819101572036743},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3437703847885132},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.33054250478744507},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08732384443283081},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10915-025-02791-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10915-025-02791-7","pdf_url":null,"source":{"id":"https://openalex.org/S151550017","display_name":"Journal of Scientific Computing","issn_l":"0885-7474","issn":["0885-7474","1573-7691"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Scientific Computing","raw_type":"journal-article"},{"id":"pmh:oai:repository.lsu.edu:mathematics_pubs-2809","is_oa":true,"landing_page_url":"https://repository.lsu.edu/mathematics_pubs/1807","pdf_url":null,"source":{"id":"https://openalex.org/S4210169993","display_name":"Civil War Book Review","issn_l":"1528-6592","issn":["1528-6592"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310315936","host_organization_name":"Louisiana State University","host_organization_lineage":["https://openalex.org/P4310315936"],"host_organization_lineage_names":["Louisiana State University"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:repository.lsu.edu:mathematics_pubs-2809","is_oa":true,"landing_page_url":"https://repository.lsu.edu/mathematics_pubs/1807","pdf_url":null,"source":{"id":"https://openalex.org/S4210169993","display_name":"Civil War Book Review","issn_l":"1528-6592","issn":["1528-6592"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310315936","host_organization_name":"Louisiana State University","host_organization_lineage":["https://openalex.org/P4310315936"],"host_organization_lineage_names":["Louisiana State University"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications","raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1865647800","display_name":null,"funder_award_id":"DMS1913163","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W312648962","https://openalex.org/W595079961","https://openalex.org/W638544165","https://openalex.org/W1635779336","https://openalex.org/W1677182931","https://openalex.org/W1963733896","https://openalex.org/W2040714014","https://openalex.org/W2061738100","https://openalex.org/W2113953196","https://openalex.org/W2139798157","https://openalex.org/W2342288376","https://openalex.org/W2498425058","https://openalex.org/W2569729041","https://openalex.org/W2600297185","https://openalex.org/W2749028154","https://openalex.org/W2760972773","https://openalex.org/W2784733489","https://openalex.org/W2796243079","https://openalex.org/W2899283552","https://openalex.org/W2908429425","https://openalex.org/W2908541468","https://openalex.org/W2915892925","https://openalex.org/W2964110066","https://openalex.org/W2980396542","https://openalex.org/W2989765054","https://openalex.org/W2992005611","https://openalex.org/W2992541290","https://openalex.org/W2998217577","https://openalex.org/W3011806874","https://openalex.org/W3015865829","https://openalex.org/W3016703299","https://openalex.org/W3041682155","https://openalex.org/W3092321786","https://openalex.org/W3111914315","https://openalex.org/W3112199937","https://openalex.org/W3116268267","https://openalex.org/W3137229187","https://openalex.org/W3138259231","https://openalex.org/W3163993681","https://openalex.org/W3170733857","https://openalex.org/W3174926092","https://openalex.org/W3205265842","https://openalex.org/W4231405723","https://openalex.org/W4233762729","https://openalex.org/W4240788980","https://openalex.org/W4243863038","https://openalex.org/W4293659830","https://openalex.org/W4313419889","https://openalex.org/W4386280222","https://openalex.org/W4391849232"],"related_works":["https://openalex.org/W2230606337","https://openalex.org/W2330535098","https://openalex.org/W1541871911","https://openalex.org/W140420611","https://openalex.org/W4250831671","https://openalex.org/W847258906","https://openalex.org/W2541737411","https://openalex.org/W2116135673","https://openalex.org/W2287528599","https://openalex.org/W324078036"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}