{"id":"https://openalex.org/W4413906430","doi":"https://doi.org/10.1137/24m1678234","title":"Building Population-Informed Priors for Bayesian Inference Using Data-Consistent Stochastic Inversion","display_name":"Building Population-Informed Priors for Bayesian Inference Using Data-Consistent Stochastic Inversion","publication_year":2025,"publication_date":"2025-09-02","ids":{"openalex":"https://openalex.org/W4413906430","doi":"https://doi.org/10.1137/24m1678234"},"language":"en","primary_location":{"id":"doi:10.1137/24m1678234","is_oa":false,"landing_page_url":"https://doi.org/10.1137/24m1678234","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/A5108991375","display_name":"Rebekah White","orcid":"https://orcid.org/0009-0002-8366-8948"},"institutions":[{"id":"https://openalex.org/I4210104735","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rebekah D. White","raw_affiliation_strings":["Sandia National Laboratories, Scientific Machine Learning Department, Albuquerque, NM USA"],"raw_orcid":"https://orcid.org/0009-0002-8366-8948","affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Scientific Machine Learning Department, Albuquerque, NM USA","institution_ids":["https://openalex.org/I4210104735"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084145417","display_name":"John Jakeman","orcid":"https://orcid.org/0000-0002-3517-337X"},"institutions":[{"id":"https://openalex.org/I192454743","display_name":"Sandia National Laboratories California","ror":"https://ror.org/058m7ey48","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1330989302","https://openalex.org/I192454743","https://openalex.org/I198811213","https://openalex.org/I198811213","https://openalex.org/I4210104735"]},{"id":"https://openalex.org/I4210104735","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John D. Jakeman","raw_affiliation_strings":["Sandia National Laboratories, Optimization and UQ Department, Albuquerque, NM USA"],"raw_orcid":"https://orcid.org/0000-0002-3517-337X","affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Optimization and UQ Department, Albuquerque, NM USA","institution_ids":["https://openalex.org/I4210104735","https://openalex.org/I192454743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020404655","display_name":"Timothy Wildey","orcid":"https://orcid.org/0000-0001-6424-7174"},"institutions":[{"id":"https://openalex.org/I192454743","display_name":"Sandia National Laboratories California","ror":"https://ror.org/058m7ey48","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1330989302","https://openalex.org/I192454743","https://openalex.org/I198811213","https://openalex.org/I198811213","https://openalex.org/I4210104735"]},{"id":"https://openalex.org/I4210104735","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tim Wildey","raw_affiliation_strings":["Sandia National Laboratories, Computational Mathematics Department Albuquerque, NM USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Computational Mathematics Department Albuquerque, NM USA","institution_ids":["https://openalex.org/I4210104735","https://openalex.org/I192454743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070002036","display_name":"Troy Butler","orcid":"https://orcid.org/0000-0001-7177-3105"},"institutions":[{"id":"https://openalex.org/I4210157790","display_name":"Statistical Research (United States)","ror":"https://ror.org/058eg8775","country_code":"US","type":"company","lineage":["https://openalex.org/I4210157790"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Troy Butler","raw_affiliation_strings":["University of Colorado Denver, Department of Mathematical and Statistical Sciences, Denver, CO USA"],"raw_orcid":"https://orcid.org/0000-0001-7177-3105","affiliations":[{"raw_affiliation_string":"University of Colorado Denver, Department of Mathematical and Statistical Sciences, Denver, CO USA","institution_ids":["https://openalex.org/I4210157790"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19839469,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"3","first_page":"1475","last_page":"1500"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12056","display_name":"Markov Chains and Monte Carlo Methods","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T12056","display_name":"Markov Chains and Monte Carlo Methods","score":0.9986000061035156,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9983000159263611,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9965999722480774,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.8470762372016907},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6472640633583069},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.5509167313575745},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5475297570228577},{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.4708865284919739},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4601188004016876},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.45960545539855957},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43360620737075806},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3540792167186737},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3352605104446411},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.311499685049057},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.20512664318084717},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14737319946289062}],"concepts":[{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.8470762372016907},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6472640633583069},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.5509167313575745},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5475297570228577},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.4708865284919739},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4601188004016876},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.45960545539855957},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43360620737075806},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3540792167186737},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3352605104446411},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.311499685049057},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20512664318084717},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14737319946289062},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1137/24m1678234","is_oa":false,"landing_page_url":"https://doi.org/10.1137/24m1678234","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/G3459172670","display_name":null,"funder_award_id":"DMS-2208460","funder_id":"https://openalex.org/F4320337380","funder_display_name":"Division of Mathematical Sciences"},{"id":"https://openalex.org/G6012051226","display_name":null,"funder_award_id":"DE-NA-0003525","funder_id":"https://openalex.org/F4320337547","funder_display_name":"Laboratory Directed Research and Development"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320337380","display_name":"Division of Mathematical Sciences","ror":"https://ror.org/051fftw81"},{"id":"https://openalex.org/F4320337547","display_name":"Laboratory Directed Research and Development","ror":"https://ror.org/01e41cf67"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1494853941","https://openalex.org/W1512208174","https://openalex.org/W1599388465","https://openalex.org/W1988520084","https://openalex.org/W2041771460","https://openalex.org/W2072403451","https://openalex.org/W2098800608","https://openalex.org/W2128266125","https://openalex.org/W2149498546","https://openalex.org/W2157186153","https://openalex.org/W2159450977","https://openalex.org/W2788406418","https://openalex.org/W2796262979","https://openalex.org/W2810998233","https://openalex.org/W2963215177","https://openalex.org/W2963964397","https://openalex.org/W2964324126","https://openalex.org/W2984695030","https://openalex.org/W3023586691","https://openalex.org/W3024145485","https://openalex.org/W3024700133","https://openalex.org/W3091857248","https://openalex.org/W3103970247","https://openalex.org/W4210363725","https://openalex.org/W4248681815","https://openalex.org/W4249186015","https://openalex.org/W4253577938","https://openalex.org/W4319069656","https://openalex.org/W4403083545","https://openalex.org/W4403452016"],"related_works":["https://openalex.org/W2562263695","https://openalex.org/W2135187896","https://openalex.org/W4413066003","https://openalex.org/W2015518264","https://openalex.org/W2147201983","https://openalex.org/W2795035211","https://openalex.org/W2160108762","https://openalex.org/W2164129707","https://openalex.org/W4292122269","https://openalex.org/W2949366006"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
