{"id":"https://openalex.org/W4366271468","doi":"https://doi.org/10.1115/1.4062332","title":"Multifidelity Algorithm for the Sensitivity Analysis of Multidisciplinary Problems","display_name":"Multifidelity Algorithm for the Sensitivity Analysis of Multidisciplinary Problems","publication_year":2023,"publication_date":"2023-04-18","ids":{"openalex":"https://openalex.org/W4366271468","doi":"https://doi.org/10.1115/1.4062332"},"language":"en","primary_location":{"id":"doi:10.1115/1.4062332","doi":"https://doi.org/10.1115/1.4062332","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.4062332","pdf_url":null,"source":{"id":"https://openalex.org/S88457320","display_name":"Journal of Mechanical Design","issn_l":"0161-8458","issn":["0161-8458","1050-0472","1528-9001"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","norway-1","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310321320","host_organization_name":"American Society of Mechanical Engineers","host_organization_lineage":["https://openalex.org/P4310321320"],"host_organization_lineage_names":["American Society of Mechanical Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Mechanical Design","raw_type":"journal-article"},"volume":null,"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/A5023769217","display_name":"Vincent Drouet","orcid":"https://orcid.org/0000-0001-8727-4271","observed_orcids":["https://orcid.org/0000-0001-8727-4271"]},"institutions":[{"id":"https://openalex.org/I4405258862","display_name":"Universit\u00e9 de Toulouse","ror":"https://ror.org/01ahyrz84","country_code":"FR","type":"education","lineage":["https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4405270195","display_name":"D\u00e9partement Traitement de l\u2019Information et Syst\u00e8mes","ror":"https://ror.org/007f6df69","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2801658355","https://openalex.org/I4405270195"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Vincent Drouet","raw_affiliation_strings":["Universit\u00e9 de Toulouse ONERA DTIS, , F-31055 Toulouse , France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Toulouse ONERA DTIS, , F-31055 Toulouse , France","institution_ids":["https://openalex.org/I4405258862","https://openalex.org/I4405270195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024546798","display_name":"Mathieu Balesdent","orcid":"https://orcid.org/0000-0003-4064-3361","observed_orcids":["https://orcid.org/0000-0003-4064-3361"]},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I2801658355","display_name":"Office National d'\u00c9tudes et de Recherches A\u00e9rospatiales","ror":"https://ror.org/005y2ap84","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2801658355"]},{"id":"https://openalex.org/I4405270195","display_name":"D\u00e9partement Traitement de l\u2019Information et Syst\u00e8mes","ror":"https://ror.org/007f6df69","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2801658355","https://openalex.org/I4405270195"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mathieu Balesdent","raw_affiliation_strings":["Universit\u00e9 Paris Saclay ONERA DTIS, , F-91123 Palaiseau Cedex , France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris Saclay ONERA DTIS, , F-91123 Palaiseau Cedex , France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I2801658355","https://openalex.org/I4405270195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086236967","display_name":"Lo\u00efc Brevault","orcid":"https://orcid.org/0000-0001-8081-6082","observed_orcids":["https://orcid.org/0000-0001-8081-6082"]},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I2801658355","display_name":"Office National d'\u00c9tudes et de Recherches A\u00e9rospatiales","ror":"https://ror.org/005y2ap84","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2801658355"]},{"id":"https://openalex.org/I4405270195","display_name":"D\u00e9partement Traitement de l\u2019Information et Syst\u00e8mes","ror":"https://ror.org/007f6df69","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2801658355","https://openalex.org/I4405270195"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lo\u00efc Brevault","raw_affiliation_strings":["Universit\u00e9 Paris Saclay ONERA DTIS, , F-91123 Palaiseau Cedex , France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris Saclay ONERA DTIS, , F-91123 Palaiseau Cedex , France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I2801658355","https://openalex.org/I4405270195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087544233","display_name":"Sylvain Dubreuil","orcid":"https://orcid.org/0000-0002-3013-0741","observed_orcids":["https://orcid.org/0000-0002-3013-0741"]},"institutions":[{"id":"https://openalex.org/I4405258862","display_name":"Universit\u00e9 de Toulouse","ror":"https://ror.org/01ahyrz84","country_code":"FR","type":"education","lineage":["https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4405270195","display_name":"D\u00e9partement Traitement de l\u2019Information et Syst\u00e8mes","ror":"https://ror.org/007f6df69","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2801658355","https://openalex.org/I4405270195"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sylvain Dubreuil","raw_affiliation_strings":["Universit\u00e9 de Toulouse ONERA DTIS, , F-31055 Toulouse , France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Toulouse ONERA DTIS, , F-31055 Toulouse , France","institution_ids":["https://openalex.org/I4405258862","https://openalex.org/I4405270195"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047576640","display_name":"J\u00e9r\u00f4me Morio","orcid":"https://orcid.org/0000-0002-8811-8956","observed_orcids":["https://orcid.org/0000-0002-8811-8956"]},"institutions":[{"id":"https://openalex.org/I4405258862","display_name":"Universit\u00e9 de Toulouse","ror":"https://ror.org/01ahyrz84","country_code":"FR","type":"education","lineage":["https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4405270195","display_name":"D\u00e9partement Traitement de l\u2019Information et Syst\u00e8mes","ror":"https://ror.org/007f6df69","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2801658355","https://openalex.org/I4405270195"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J\u00e9r\u00f4me Morio","raw_affiliation_strings":["Universit\u00e9 de Toulouse ONERA DTIS, , F-31055 Toulouse , France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Toulouse ONERA DTIS, , F-31055 Toulouse , France","institution_ids":["https://openalex.org/I4405258862","https://openalex.org/I4405270195"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5023769217"],"corresponding_institution_ids":["https://openalex.org/I4405258862","https://openalex.org/I4405270195"],"apc_list":null,"apc_paid":null,"fwci":1.3112,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.81117497,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"145","issue":"7","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":0.9848999977111816,"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":0.9848999977111816,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.011300000362098217,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.002099999925121665,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sensitivity-analysis","display_name":"sensitivity analysis","score":0.7889999747276306},{"id":"https://openalex.org/keywords/multidisciplinary-design-optimization","display_name":"multidisciplinary design optimization","score":0.777999997138977},{"id":"https://openalex.org/keywords/surrogate-modeling","display_name":"surrogate models","score":0.5370000004768372}],"concepts":[{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.760338544845581},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.6504848003387451},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.6088800430297852},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5539184212684631},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5319165587425232},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5095524787902832},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5053780674934387},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.5021765232086182},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.5004286766052246},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.42323800921440125},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42015624046325684},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.4150736629962921},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.40232378244400024},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30703914165496826},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1902729570865631},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1325644552707672},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10669630765914917},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1115/1.4062332","doi":"https://doi.org/10.1115/1.4062332","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.4062332","pdf_url":null,"source":{"id":"https://openalex.org/S88457320","display_name":"Journal of Mechanical Design","issn_l":"0161-8458","issn":["0161-8458","1050-0472","1528-9001"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","norway-1","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310321320","host_organization_name":"American Society of Mechanical Engineers","host_organization_lineage":["https://openalex.org/P4310321320"],"host_organization_lineage_names":["American Society of Mechanical Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Mechanical Design","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04809532v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.science/hal-04809532","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Mechanical Design, 2023, 145 (7), &#x27E8;10.1115/1.4062332&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W999207820","https://openalex.org/W1521560745","https://openalex.org/W1588959569","https://openalex.org/W1784783396","https://openalex.org/W1911106672","https://openalex.org/W1963822477","https://openalex.org/W1972777769","https://openalex.org/W1977046327","https://openalex.org/W1988540551","https://openalex.org/W2021012767","https://openalex.org/W2024040438","https://openalex.org/W2037138174","https://openalex.org/W2047973167","https://openalex.org/W2099011691","https://openalex.org/W2101589741","https://openalex.org/W2102059395","https://openalex.org/W2105981176","https://openalex.org/W2111963426","https://openalex.org/W2245375749","https://openalex.org/W2484388506","https://openalex.org/W2586938721","https://openalex.org/W2782040037","https://openalex.org/W2786521641","https://openalex.org/W2890351024","https://openalex.org/W2918809447","https://openalex.org/W2949491395","https://openalex.org/W2952495648","https://openalex.org/W2954419416","https://openalex.org/W3000203698","https://openalex.org/W3002587418","https://openalex.org/W3011065368","https://openalex.org/W3037860616","https://openalex.org/W3096773542","https://openalex.org/W3105158916","https://openalex.org/W3105351210","https://openalex.org/W3117183449","https://openalex.org/W3158641773","https://openalex.org/W3205981101","https://openalex.org/W4211049957","https://openalex.org/W4249517230","https://openalex.org/W4297174768","https://openalex.org/W4388284198"],"related_works":["https://openalex.org/W2803535874","https://openalex.org/W2963077925","https://openalex.org/W1996475268","https://openalex.org/W7221058499","https://openalex.org/W2156736169","https://openalex.org/W1978600984","https://openalex.org/W4414372707","https://openalex.org/W7098825384","https://openalex.org/W4221084855","https://openalex.org/W2287708537"],"abstract_inverted_index":{"Abstract":[0],"The":[1],"present":[2],"article":[3],"proposes":[4],"an":[5],"algorithm":[6,74],"for":[7,57],"the":[8,17,37,40,47,58,66,69,100],"sensitivity":[9,20,70],"analysis":[10,49],"of":[11,31,68,81],"a":[12],"multidisciplinary":[13,48,79],"problem,":[14],"in":[15,98],"which":[16],"derivative-based":[18],"global":[19],"indices":[21],"are":[22,33,43],"computed":[23],"with":[24],"multifidelity":[25,59],"Gaussian":[26,60],"process":[27,61],"models.":[28],"Two":[29],"levels":[30],"fidelity":[32],"used":[34],"to":[35,64,94,107,113],"estimate":[36],"indices,":[38],"where":[39],"low-fidelity":[41],"samples":[42],"obtained":[44],"by":[45],"stopping":[46],"solver":[50],"before":[51],"convergence.":[52],"A":[53],"dedicated":[54],"refinement":[55],"strategy":[56],"is":[62,75],"proposed":[63],"ensure":[65],"accuracy":[67],"index":[71],"estimation.":[72],"This":[73],"tested":[76],"on":[77],"three":[78,114],"problems":[80],"increasing":[82],"complexity":[83],"(one":[84],"analytical":[85],"and":[86,92,103,112],"two":[87],"representative":[88],"engineering":[89],"design":[90],"problems),":[91],"proved":[93],"be":[95],"both":[96],"reliable":[97],"detecting":[99],"noninfluential":[101],"variables":[102],"computationally":[104],"efficient,":[105],"compared":[106],"classical":[108],"Monte":[109],"Carlo":[110],"integration":[111],"other":[115],"candidate":[116],"algorithms.":[117]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-25T09:29:13.331239","created_date":"2023-04-20T00:00:00"}
