{"id":"https://openalex.org/W1885427747","doi":"https://doi.org/10.1186/s40323-015-0045-5","title":"Adaptive surrogate modeling for response surface approximations with application to bayesian inference","display_name":"Adaptive surrogate modeling for response surface approximations with application to bayesian inference","publication_year":2015,"publication_date":"2015-09-17","ids":{"openalex":"https://openalex.org/W1885427747","doi":"https://doi.org/10.1186/s40323-015-0045-5","mag":"1885427747"},"language":"en","primary_location":{"id":"doi:10.1186/s40323-015-0045-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40323-015-0045-5","pdf_url":"https://amses-journal.springeropen.com/track/pdf/10.1186/s40323-015-0045-5","source":{"id":"https://openalex.org/S3034486266","display_name":"Advanced Modeling and Simulation in Engineering Sciences","issn_l":"2213-7467","issn":["2213-7467"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Modeling and Simulation in Engineering Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://amses-journal.springeropen.com/track/pdf/10.1186/s40323-015-0045-5","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024841113","display_name":"Serge Prudhomme","orcid":"https://orcid.org/0000-0002-1168-5290"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Serge Prudhomme","raw_affiliation_strings":["D\u00e9partement de Math\u00e9matiques et de G\u00e9nie Industriel, Ecole Polytechnique de Montr\u00e9al, Montr\u00e9al, QC, Canada","D\u00e9partement de Math\u00e9matiques et de G\u00e9nie Industriel, \u00c9cole Polytechnique de Montr\u00e9al, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"D\u00e9partement de Math\u00e9matiques et de G\u00e9nie Industriel, Ecole Polytechnique de Montr\u00e9al, Montr\u00e9al, QC, Canada","institution_ids":["https://openalex.org/I45683168"]},{"raw_affiliation_string":"D\u00e9partement de Math\u00e9matiques et de G\u00e9nie Industriel, \u00c9cole Polytechnique de Montr\u00e9al, Montreal, Canada","institution_ids":["https://openalex.org/I45683168"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070529050","display_name":"Corey Bryant","orcid":null},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Corey M. Bryant","raw_affiliation_strings":["Institute for Computational Engineering and Sciences (ICES), The University of Texas at Austin, Austin, TX, USA","Institute for Computational Engineering and Sciences (ICES), The University of Texas at Austin, Austin, USA"],"affiliations":[{"raw_affiliation_string":"Institute for Computational Engineering and Sciences (ICES), The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]},{"raw_affiliation_string":"Institute for Computational Engineering and Sciences (ICES), The University of Texas at Austin, Austin, USA","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5024841113"],"corresponding_institution_ids":["https://openalex.org/I45683168"],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":0.7628,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.79720139,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9972000122070312,"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/T11798","display_name":"Optimal Experimental Design Methods","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.7154359817504883},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6462081670761108},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.5835779309272766},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5719025135040283},{"id":"https://openalex.org/keywords/uncertainty-quantification","display_name":"Uncertainty quantification","score":0.5531798005104065},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5425376296043396},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.48783543705940247},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.48714467883110046},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.46105754375457764},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.44241511821746826},{"id":"https://openalex.org/keywords/statistical-inference","display_name":"Statistical inference","score":0.42372605204582214},{"id":"https://openalex.org/keywords/frequentist-inference","display_name":"Frequentist inference","score":0.4176049828529358},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.36832380294799805},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34967240691185},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32010358572006226},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30404049158096313},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26828378438949585},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09937277436256409}],"concepts":[{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.7154359817504883},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6462081670761108},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.5835779309272766},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5719025135040283},{"id":"https://openalex.org/C32230216","wikidata":"https://www.wikidata.org/wiki/Q7882499","display_name":"Uncertainty quantification","level":2,"score":0.5531798005104065},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5425376296043396},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.48783543705940247},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.48714467883110046},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.46105754375457764},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.44241511821746826},{"id":"https://openalex.org/C134261354","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical inference","level":2,"score":0.42372605204582214},{"id":"https://openalex.org/C162376815","wikidata":"https://www.wikidata.org/wiki/Q2158281","display_name":"Frequentist inference","level":4,"score":0.4176049828529358},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.36832380294799805},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34967240691185},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32010358572006226},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30404049158096313},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26828378438949585},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09937277436256409},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1186/s40323-015-0045-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40323-015-0045-5","pdf_url":"https://amses-journal.springeropen.com/track/pdf/10.1186/s40323-015-0045-5","source":{"id":"https://openalex.org/S3034486266","display_name":"Advanced Modeling and Simulation in Engineering Sciences","issn_l":"2213-7467","issn":["2213-7467"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Modeling and Simulation in Engineering Sciences","raw_type":"journal-article"},{"id":"pmh:oai:publications.polymtl.ca:5097","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401013","display_name":"PolyPublie (\u00c9cole Polytechnique de Montr\u00e9al)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45683168","host_organization_name":"Polytechnique Montr\u00e9al","host_organization_lineage":["https://openalex.org/I45683168"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:HAL:hal-04514208v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04514208","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://link.springer.com/article/10.1186/s40323-015-0045-5/fulltext.html","raw_type":"Journal articles"},{"id":"pmh:oai:osti.gov:1503032","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1503032","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:oai:repository.kaust.edu.sa:10754/597461","is_oa":false,"landing_page_url":"http://hdl.handle.net/10754/597461","pdf_url":null,"source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:repository.kaust.edu.sa:10754/624111","is_oa":false,"landing_page_url":"http://hdl.handle.net/10754/624111","pdf_url":null,"source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Presentation"}],"best_oa_location":{"id":"doi:10.1186/s40323-015-0045-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40323-015-0045-5","pdf_url":"https://amses-journal.springeropen.com/track/pdf/10.1186/s40323-015-0045-5","source":{"id":"https://openalex.org/S3034486266","display_name":"Advanced Modeling and Simulation in Engineering Sciences","issn_l":"2213-7467","issn":["2213-7467"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Modeling and Simulation in Engineering Sciences","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1065316766","display_name":null,"funder_award_id":"Award","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G2165548363","display_name":null,"funder_award_id":"Canada","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G2764377737","display_name":null,"funder_award_id":"DE-FC52-08NA28615","funder_id":"https://openalex.org/F4320332369","funder_display_name":"National Nuclear Security Administration"},{"id":"https://openalex.org/G2847796638","display_name":"CENTER FOR PREDICTIVE ENGINEERING AND COMPUTATIONAL SCIENCES","funder_award_id":"FC52-08NA28615","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G2862252062","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G3528896648","display_name":null,"funder_award_id":"RGPIN 436199-13","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G8458185417","display_name":null,"funder_award_id":"DE-FC52-08NA28615","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320310620","display_name":"University of Texas at Austin","ror":"https://ror.org/00hj54h04"},{"id":"https://openalex.org/F4320322320","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38"},{"id":"https://openalex.org/F4320332369","display_name":"National Nuclear Security Administration","ror":"https://ror.org/03sk1we31"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1885427747.pdf","grobid_xml":"https://content.openalex.org/works/W1885427747.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W105972687","https://openalex.org/W196710731","https://openalex.org/W253824085","https://openalex.org/W323536346","https://openalex.org/W572586305","https://openalex.org/W1509562192","https://openalex.org/W1531455566","https://openalex.org/W1538934584","https://openalex.org/W1551258729","https://openalex.org/W1593553932","https://openalex.org/W1600432713","https://openalex.org/W1746819321","https://openalex.org/W1963837052","https://openalex.org/W1966827182","https://openalex.org/W1968895792","https://openalex.org/W1970476229","https://openalex.org/W1973333099","https://openalex.org/W1975456273","https://openalex.org/W1976435787","https://openalex.org/W1982421072","https://openalex.org/W1983156129","https://openalex.org/W1983406208","https://openalex.org/W1988502883","https://openalex.org/W1990600162","https://openalex.org/W1995404822","https://openalex.org/W2002367126","https://openalex.org/W2011838656","https://openalex.org/W2017880874","https://openalex.org/W2018159038","https://openalex.org/W2025769367","https://openalex.org/W2040727702","https://openalex.org/W2041865295","https://openalex.org/W2047499450","https://openalex.org/W2067511555","https://openalex.org/W2072475940","https://openalex.org/W2083845086","https://openalex.org/W2086077633","https://openalex.org/W2091368156","https://openalex.org/W2092910485","https://openalex.org/W2095270108","https://openalex.org/W2096969866","https://openalex.org/W2104757331","https://openalex.org/W2109064208","https://openalex.org/W2118062359","https://openalex.org/W2127015849","https://openalex.org/W2133147107","https://openalex.org/W2136833836","https://openalex.org/W2139798157","https://openalex.org/W2142644922","https://openalex.org/W2148639620","https://openalex.org/W2157121531","https://openalex.org/W2157958181","https://openalex.org/W2163299986","https://openalex.org/W2168170318","https://openalex.org/W2175831267","https://openalex.org/W2180064962","https://openalex.org/W2188426497","https://openalex.org/W2259437457","https://openalex.org/W2289289539","https://openalex.org/W2319329301","https://openalex.org/W2487440882","https://openalex.org/W2505585705","https://openalex.org/W4211049957","https://openalex.org/W4238862172","https://openalex.org/W4299551239","https://openalex.org/W6629804754"],"related_works":["https://openalex.org/W4309301408","https://openalex.org/W3103377301","https://openalex.org/W2478683457","https://openalex.org/W1489016866","https://openalex.org/W4235385816","https://openalex.org/W4239322872","https://openalex.org/W3022940228","https://openalex.org/W4251525937","https://openalex.org/W2078502317","https://openalex.org/W4242294605"],"abstract_inverted_index":{"Parameter":[0],"estimation":[1],"for":[2,41,115],"complex":[3],"models":[4,35,58],"using":[5,36,130],"Bayesian":[6,127],"inference":[7],"is":[8,71,104],"usually":[9],"a":[10,17,37,107],"very":[11],"costly":[12],"process":[13],"as":[14],"it":[15,70],"requires":[16],"large":[18],"number":[19],"of":[20,22,32,43,53,62,66,95,100,118,137,148],"solves":[21],"the":[23,30,48,63,67,89,93,96,101,112,116,131,139,145],"forward":[24,68],"problem.":[25],"We":[26],"show":[27],"here":[28],"how":[29,126],"construction":[31],"adaptive":[33],"surrogate":[34,57,133],"posteriori":[38],"error":[39],"estimates":[40],"quantities":[42],"interest":[44],"can":[45],"significantly":[46],"reduce":[47],"computational":[49],"cost":[50],"in":[51,78,92,135],"problems":[52],"statistical":[54],"inference.":[55],"As":[56],"provide":[59],"only":[60],"approximations":[61],"true":[64],"solutions":[65],"problem,":[69],"nevertheless":[72],"necessary":[73],"to":[74,80,88,144],"control":[75],"these":[76],"errors":[77],"order":[79],"construct":[81],"an":[82],"accurate":[83],"reduced":[84],"model":[85,97,114,128,134],"with":[86,111],"respect":[87],"observables":[90],"utilized":[91],"identification":[94],"parameters.":[98],"Effectiveness":[99],"proposed":[102],"approach":[103],"demonstrated":[105],"on":[106],"numerical":[108],"example":[109],"dealing":[110],"Spalart\u2013Allmaras":[113],"simulation":[117],"turbulent":[119],"channel":[120],"flows.":[121],"In":[122],"particular,":[123],"we":[124],"illustrate":[125],"selection":[129],"adapted":[132],"place":[136],"solving":[138],"coupled":[140],"nonlinear":[141,153],"equations":[142],"leads":[143],"same":[146],"quality":[147],"results":[149],"while":[150],"requiring":[151],"fewer":[152],"PDE":[154],"solves.":[155]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-12T07:58:50.170612","created_date":"2025-10-10T00:00:00"}
