{"id":"https://openalex.org/W4413028846","doi":"https://doi.org/10.1137/24m1689740","title":"Multilevel Monte Carlo Metamodeling for Variance Function Estimation","display_name":"Multilevel Monte Carlo Metamodeling for Variance Function Estimation","publication_year":2025,"publication_date":"2025-08-06","ids":{"openalex":"https://openalex.org/W4413028846","doi":"https://doi.org/10.1137/24m1689740"},"language":"en","primary_location":{"id":"doi:10.1137/24m1689740","is_oa":false,"landing_page_url":"https://doi.org/10.1137/24m1689740","pdf_url":null,"source":{"id":"https://openalex.org/S2911293512","display_name":"SIAM/ASA Journal on Uncertainty Quantification","issn_l":"2166-2525","issn":["2166-2525"],"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/ASA Journal on Uncertainty Quantification","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/A5100558250","display_name":"Zhang Jingtao","orcid":null},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jingtao Zhang","raw_affiliation_strings":["Grado Department of Industrial and Systems Engineering, Virginia Tech, Blacksburg, VA 24061 USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Grado Department of Industrial and Systems Engineering, Virginia Tech, Blacksburg, VA 24061 USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100329867","display_name":"Xi Chen","orcid":"https://orcid.org/0000-0001-7965-9198"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xi Chen","raw_affiliation_strings":["Grado Department of Industrial and Systems Engineering, Virginia Tech, Blacksburg, VA 24061 USA"],"raw_orcid":"https://orcid.org/0000-0001-7965-9198","affiliations":[{"raw_affiliation_string":"Grado Department of Industrial and Systems Engineering, Virginia Tech, Blacksburg, VA 24061 USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17702101,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"3","first_page":"980","last_page":"1027"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":1.0,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.9926999807357788,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.8068116307258606},{"id":"https://openalex.org/keywords/metamodeling","display_name":"Metamodeling","score":0.7077420949935913},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.5640724301338196},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.505359947681427},{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.44573497772216797},{"id":"https://openalex.org/keywords/control-variates","display_name":"Control variates","score":0.4307704567909241},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4105511009693146},{"id":"https://openalex.org/keywords/hybrid-monte-carlo","display_name":"Hybrid Monte Carlo","score":0.39163246750831604},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3695652484893799},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3661719560623169},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.318898469209671},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12045958638191223}],"concepts":[{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.8068116307258606},{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.7077420949935913},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.5640724301338196},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.505359947681427},{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.44573497772216797},{"id":"https://openalex.org/C121683094","wikidata":"https://www.wikidata.org/wiki/Q3554721","display_name":"Control variates","level":5,"score":0.4307704567909241},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4105511009693146},{"id":"https://openalex.org/C13153151","wikidata":"https://www.wikidata.org/wiki/Q1639846","display_name":"Hybrid Monte Carlo","level":4,"score":0.39163246750831604},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3695652484893799},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3661719560623169},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.318898469209671},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12045958638191223},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1137/24m1689740","is_oa":false,"landing_page_url":"https://doi.org/10.1137/24m1689740","pdf_url":null,"source":{"id":"https://openalex.org/S2911293512","display_name":"SIAM/ASA Journal on Uncertainty Quantification","issn_l":"2166-2525","issn":["2166-2525"],"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/ASA Journal on Uncertainty Quantification","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2776549241","display_name":null,"funder_award_id":"CMMI-1846663","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W22055536","https://openalex.org/W100464641","https://openalex.org/W155909673","https://openalex.org/W195066479","https://openalex.org/W1486164486","https://openalex.org/W1595193945","https://openalex.org/W1835030294","https://openalex.org/W1963591457","https://openalex.org/W1968715455","https://openalex.org/W1980609382","https://openalex.org/W1991681863","https://openalex.org/W1995945562","https://openalex.org/W1998378660","https://openalex.org/W2000309010","https://openalex.org/W2004973016","https://openalex.org/W2014945091","https://openalex.org/W2024591553","https://openalex.org/W2024771618","https://openalex.org/W2036766781","https://openalex.org/W2050871708","https://openalex.org/W2055459677","https://openalex.org/W2060003311","https://openalex.org/W2076544308","https://openalex.org/W2088765131","https://openalex.org/W2097232315","https://openalex.org/W2101589741","https://openalex.org/W2111963426","https://openalex.org/W2116072332","https://openalex.org/W2123845751","https://openalex.org/W2127052460","https://openalex.org/W2135459060","https://openalex.org/W2140286963","https://openalex.org/W2153740376","https://openalex.org/W2158728482","https://openalex.org/W2163286960","https://openalex.org/W2163715525","https://openalex.org/W2230749028","https://openalex.org/W2278860321","https://openalex.org/W2513195558","https://openalex.org/W2554430672","https://openalex.org/W2559655401","https://openalex.org/W2621634159","https://openalex.org/W2767759396","https://openalex.org/W2790254854","https://openalex.org/W2793146214","https://openalex.org/W2803535874","https://openalex.org/W2893228383","https://openalex.org/W2945991232","https://openalex.org/W2952116272","https://openalex.org/W2962965244","https://openalex.org/W2963956685","https://openalex.org/W2974138056","https://openalex.org/W2990138404","https://openalex.org/W2996815867","https://openalex.org/W3042055683","https://openalex.org/W3099045032","https://openalex.org/W3099657477","https://openalex.org/W3101913164","https://openalex.org/W3102998043","https://openalex.org/W3105063129","https://openalex.org/W3123026557","https://openalex.org/W3125297396","https://openalex.org/W4211192810","https://openalex.org/W4254683082","https://openalex.org/W4386097727"],"related_works":["https://openalex.org/W2305965628","https://openalex.org/W4226314133","https://openalex.org/W3186706744","https://openalex.org/W3192708935","https://openalex.org/W227870709","https://openalex.org/W2959831473","https://openalex.org/W4323055853","https://openalex.org/W2291370119","https://openalex.org/W4288282435","https://openalex.org/W3000025630"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}