{"id":"https://openalex.org/W4410132873","doi":"https://doi.org/10.1137/23m1601249","title":"The Hard-Constraint PINNs for Interface Optimal Control Problems","display_name":"The Hard-Constraint PINNs for Interface Optimal Control Problems","publication_year":2025,"publication_date":"2025-05-06","ids":{"openalex":"https://openalex.org/W4410132873","doi":"https://doi.org/10.1137/23m1601249"},"language":"en","primary_location":{"id":"doi:10.1137/23m1601249","is_oa":false,"landing_page_url":"https://doi.org/10.1137/23m1601249","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/A5020531845","display_name":"Ming-Chih Lai","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Chih Lai","raw_affiliation_strings":["Department of Applied Mathematics, National Yang Ming Chiao Tung University, Hsinchu, 30010 Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics, National Yang Ming Chiao Tung University, Hsinchu, 30010 Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058868413","display_name":"Yongcun Song","orcid":"https://orcid.org/0000-0003-0984-2776"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yongcun Song","raw_affiliation_strings":["Department of Mathematics, City University of Hong Kong, Kowloon, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0003-0984-2776","affiliations":[{"raw_affiliation_string":"Department of Mathematics, City University of Hong Kong, Kowloon, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106126946","display_name":"Xiaoming Yuan","orcid":"https://orcid.org/0000-0003-1575-0130"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xiaoming Yuan","raw_affiliation_strings":["Department of Mathematics, The University of Hong Kong, Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, The University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010367921","display_name":"Hangrui Yue","orcid":"https://orcid.org/0000-0002-3939-2596"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hangrui Yue","raw_affiliation_strings":["School of Mathematical Sciences, Nankai University, Tianjin, 300071 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Nankai University, Tianjin, 300071 China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038303361","display_name":"Tianyou Zeng","orcid":"https://orcid.org/0000-0001-9687-974X"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Tianyou Zeng","raw_affiliation_strings":["Department of Mathematics, The University of Hong Kong, Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, The University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.5686,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.97813753,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"47","issue":"3","first_page":"C601","last_page":"C629"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10339","display_name":"Advanced Numerical Methods in Computational Mathematics","score":0.9965999722480774,"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"}},"topics":[{"id":"https://openalex.org/T10339","display_name":"Advanced Numerical Methods in Computational Mathematics","score":0.9965999722480774,"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"}},{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9962000250816345,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.989799976348877,"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/mathematics","display_name":"Mathematics","score":0.6804445385932922},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5146220922470093},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.4981048107147217},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.4824998378753662},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.48191288113594055},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.4030146896839142},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2598390281200409},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.18565213680267334},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.1649523675441742}],"concepts":[{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.6804445385932922},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5146220922470093},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.4981048107147217},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.4824998378753662},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.48191288113594055},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.4030146896839142},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2598390281200409},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.18565213680267334},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.1649523675441742},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1137/23m1601249","is_oa":false,"landing_page_url":"https://doi.org/10.1137/23m1601249","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":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G5538626048","display_name":null,"funder_award_id":"22JCQNJC01120","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"},{"id":"https://openalex.org/G580667945","display_name":null,"funder_award_id":"12301399","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323993","display_name":"Natural Science Foundation of Tianjin City","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W581038412","https://openalex.org/W596189563","https://openalex.org/W627682128","https://openalex.org/W1575849776","https://openalex.org/W1820125862","https://openalex.org/W1982085334","https://openalex.org/W1988115241","https://openalex.org/W2016896593","https://openalex.org/W2036450593","https://openalex.org/W2044854902","https://openalex.org/W2068222787","https://openalex.org/W2073237947","https://openalex.org/W2103496339","https://openalex.org/W2123584617","https://openalex.org/W2158985775","https://openalex.org/W2288388543","https://openalex.org/W2749028154","https://openalex.org/W2760972773","https://openalex.org/W2899283552","https://openalex.org/W2908429425","https://openalex.org/W2952364918","https://openalex.org/W2962744900","https://openalex.org/W2970278755","https://openalex.org/W2988115680","https://openalex.org/W3014009018","https://openalex.org/W3016703299","https://openalex.org/W3022977644","https://openalex.org/W3026222427","https://openalex.org/W3128157635","https://openalex.org/W3163993681","https://openalex.org/W3200673624","https://openalex.org/W3217139884","https://openalex.org/W4220733679","https://openalex.org/W4224070863","https://openalex.org/W4249517230","https://openalex.org/W4254163830","https://openalex.org/W4294958351","https://openalex.org/W4295854546","https://openalex.org/W4298228534","https://openalex.org/W4307154444","https://openalex.org/W4308469717","https://openalex.org/W4308979219","https://openalex.org/W4322102372","https://openalex.org/W4372353293","https://openalex.org/W4383498471","https://openalex.org/W4384207653","https://openalex.org/W4404972997"],"related_works":["https://openalex.org/W2378005410","https://openalex.org/W2807251790","https://openalex.org/W2170435352","https://openalex.org/W2048876619","https://openalex.org/W2799406489","https://openalex.org/W1892002403","https://openalex.org/W4309005041","https://openalex.org/W2049792449","https://openalex.org/W1570606890","https://openalex.org/W2349580982"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}