{"id":"https://openalex.org/W2972880009","doi":"https://doi.org/10.1007/s11222-019-09888-8","title":"Data-driven stochastic inversion via functional quantization","display_name":"Data-driven stochastic inversion via functional quantization","publication_year":2019,"publication_date":"2019-09-13","ids":{"openalex":"https://openalex.org/W2972880009","doi":"https://doi.org/10.1007/s11222-019-09888-8","mag":"2972880009"},"language":"en","primary_location":{"id":"doi:10.1007/s11222-019-09888-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11222-019-09888-8","pdf_url":null,"source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"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":"Statistics and Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.inria.fr/hal-01704189","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082208266","display_name":"Mohamed Reda El Amri","orcid":"https://orcid.org/0000-0002-7641-9807"},"institutions":[{"id":"https://openalex.org/I265217849","display_name":"IFP \u00c9nergies nouvelles","ror":"https://ror.org/03gcbhc33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I265217849"]},{"id":"https://openalex.org/I2802992173","display_name":"NOAA Oceanic and Atmospheric Research","ror":"https://ror.org/02kgve346","country_code":"US","type":"government","lineage":["https://openalex.org/I1308126019","https://openalex.org/I1343035065","https://openalex.org/I2802992173"]},{"id":"https://openalex.org/I4210149092","display_name":"Laboratoire Jean Kuntzmann","ror":"https://ror.org/04ett5b41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210149092","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR","US"],"is_corresponding":true,"raw_author_name":"Mohamed Reda El Amri","raw_affiliation_strings":["IFP Energies Nouvelles, Rueil-Malmaison, France","Laboratoire Jean Kuntzmann, Universit\u00e9 Grenoble Alpes, Grenoble, France","IFP Energies nouvelles","Mathematics and computing applied to oceanic and atmospheric flows"],"raw_orcid":"https://orcid.org/0000-0002-7641-9807","affiliations":[{"raw_affiliation_string":"IFP Energies Nouvelles, Rueil-Malmaison, France","institution_ids":["https://openalex.org/I265217849"]},{"raw_affiliation_string":"Laboratoire Jean Kuntzmann, Universit\u00e9 Grenoble Alpes, Grenoble, France","institution_ids":["https://openalex.org/I4210149092","https://openalex.org/I899635006"]},{"raw_affiliation_string":"IFP Energies nouvelles","institution_ids":["https://openalex.org/I265217849"]},{"raw_affiliation_string":"Mathematics and computing applied to oceanic and atmospheric flows","institution_ids":["https://openalex.org/I2802992173"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041597847","display_name":"C\u00e9line Helbert","orcid":"https://orcid.org/0000-0002-0085-5127"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210104796","display_name":"Institut Camille Jordan","ror":"https://ror.org/01ekw7f87","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210104796","https://openalex.org/I4405259976","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"C\u00e9line Helbert","raw_affiliation_strings":["Universit\u00e9 de Lyon, CNRS UMR 5208, Ecole Centrale de Lyon, Institut Camille Jordan, Villeurbanne, France","Institut Camille Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Lyon, CNRS UMR 5208, Ecole Centrale de Lyon, Institut Camille Jordan, Villeurbanne, France","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I4210104796","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Institut Camille Jordan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078371957","display_name":"Olivier Lepreux","orcid":null},"institutions":[{"id":"https://openalex.org/I265217849","display_name":"IFP \u00c9nergies nouvelles","ror":"https://ror.org/03gcbhc33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I265217849"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Olivier Lepreux","raw_affiliation_strings":["IFP Energies Nouvelles, Solaize, France","IFP Energies nouvelles"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IFP Energies Nouvelles, Solaize, France","institution_ids":["https://openalex.org/I265217849"]},{"raw_affiliation_string":"IFP Energies nouvelles","institution_ids":["https://openalex.org/I265217849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033214649","display_name":"Miguel Munoz Zuniga","orcid":null},"institutions":[{"id":"https://openalex.org/I265217849","display_name":"IFP \u00c9nergies nouvelles","ror":"https://ror.org/03gcbhc33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I265217849"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Miguel Munoz Zuniga","raw_affiliation_strings":["IFP Energies Nouvelles, Rueil-Malmaison, France","IFP Energies nouvelles"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IFP Energies Nouvelles, Rueil-Malmaison, France","institution_ids":["https://openalex.org/I265217849"]},{"raw_affiliation_string":"IFP Energies nouvelles","institution_ids":["https://openalex.org/I265217849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110159432","display_name":"Cl\u00e9mentine Prieur","orcid":null},"institutions":[{"id":"https://openalex.org/I2802992173","display_name":"NOAA Oceanic and Atmospheric Research","ror":"https://ror.org/02kgve346","country_code":"US","type":"government","lineage":["https://openalex.org/I1308126019","https://openalex.org/I1343035065","https://openalex.org/I2802992173"]},{"id":"https://openalex.org/I4210149092","display_name":"Laboratoire Jean Kuntzmann","ror":"https://ror.org/04ett5b41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210149092","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR","US"],"is_corresponding":false,"raw_author_name":"Cl\u00e9mentine Prieur","raw_affiliation_strings":["Laboratoire Jean Kuntzmann, Universit\u00e9 Grenoble Alpes, Grenoble, France","Mathematics and computing applied to oceanic and atmospheric flows"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire Jean Kuntzmann, Universit\u00e9 Grenoble Alpes, Grenoble, France","institution_ids":["https://openalex.org/I4210149092","https://openalex.org/I899635006"]},{"raw_affiliation_string":"Mathematics and computing applied to oceanic and atmospheric flows","institution_ids":["https://openalex.org/I2802992173"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030623993","display_name":"Delphine Sinoquet","orcid":"https://orcid.org/0000-0002-3365-2051"},"institutions":[{"id":"https://openalex.org/I265217849","display_name":"IFP \u00c9nergies nouvelles","ror":"https://ror.org/03gcbhc33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I265217849"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Delphine Sinoquet","raw_affiliation_strings":["IFP Energies Nouvelles, Rueil-Malmaison, France","IFP Energies nouvelles"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IFP Energies Nouvelles, Rueil-Malmaison, France","institution_ids":["https://openalex.org/I265217849"]},{"raw_affiliation_string":"IFP Energies nouvelles","institution_ids":["https://openalex.org/I265217849"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5082208266"],"corresponding_institution_ids":["https://openalex.org/I265217849","https://openalex.org/I2802992173","https://openalex.org/I4210149092","https://openalex.org/I899635006"],"apc_list":{"value":2090,"currency":"EUR","value_usd":2690},"apc_paid":null,"fwci":0.4982,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.73646677,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"30","issue":"3","first_page":"525","last_page":"541"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9993000030517578,"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":0.9993000030517578,"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/T10136","display_name":"Statistical Methods and Inference","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.993399977684021,"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.5868415236473083},{"id":"https://openalex.org/keywords/functional-data-analysis","display_name":"Functional data analysis","score":0.5132839679718018},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.4920460879802704},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.48188501596450806},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4709138572216034},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47089412808418274},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.45864397287368774},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.4577130675315857},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42184534668922424},{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.4180849492549896},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4110240638256073},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17298537492752075},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1395944058895111}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5868415236473083},{"id":"https://openalex.org/C51820054","wikidata":"https://www.wikidata.org/wiki/Q5508814","display_name":"Functional data analysis","level":2,"score":0.5132839679718018},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.4920460879802704},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.48188501596450806},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4709138572216034},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47089412808418274},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.45864397287368774},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.4577130675315857},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42184534668922424},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.4180849492549896},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4110240638256073},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17298537492752075},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1395944058895111},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s11222-019-09888-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11222-019-09888-8","pdf_url":null,"source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"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":"Statistics and Computing","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-01704189v2","is_oa":true,"landing_page_url":"https://hal.inria.fr/hal-01704189","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"ISSN: 0960-3174","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:HAL:hal-01704189v3","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01704189","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"Statistics and Computing, 2020, 30 (3), pp.525-541. &#x27E8;10.1007/s11222-019-09888-8&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:HAL:hal-02291766v1","is_oa":true,"landing_page_url":"https://hal-ifp.archives-ouvertes.fr/hal-02291766","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"ISSN: 0960-3174","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01704189v2","is_oa":true,"landing_page_url":"https://hal.inria.fr/hal-01704189","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"ISSN: 0960-3174","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322219","display_name":"IFP Energies Nouvelles","ror":"https://ror.org/03gcbhc33"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W50460893","https://openalex.org/W61667912","https://openalex.org/W190311105","https://openalex.org/W190473450","https://openalex.org/W967678772","https://openalex.org/W1840389249","https://openalex.org/W1915189493","https://openalex.org/W1978002454","https://openalex.org/W1981270896","https://openalex.org/W1985565610","https://openalex.org/W1986454681","https://openalex.org/W1989385442","https://openalex.org/W2012732418","https://openalex.org/W2027195108","https://openalex.org/W2034764743","https://openalex.org/W2041679522","https://openalex.org/W2047745042","https://openalex.org/W2053934160","https://openalex.org/W2056145269","https://openalex.org/W2059795119","https://openalex.org/W2070585094","https://openalex.org/W2092127669","https://openalex.org/W2117364718","https://openalex.org/W2133118715","https://openalex.org/W2148654450","https://openalex.org/W2171993497","https://openalex.org/W2178640544","https://openalex.org/W2228579993","https://openalex.org/W2260050148","https://openalex.org/W2399265967","https://openalex.org/W2498043054","https://openalex.org/W2610627189","https://openalex.org/W2921523452","https://openalex.org/W2949553072","https://openalex.org/W3021971632","https://openalex.org/W3122713629","https://openalex.org/W4238414465","https://openalex.org/W4292156489","https://openalex.org/W4300895622"],"related_works":["https://openalex.org/W1995622179","https://openalex.org/W1484111231","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W1641615907","https://openalex.org/W3089231081","https://openalex.org/W2093956241","https://openalex.org/W2354420595"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2019-09-19T00:00:00"}
