{"id":"https://openalex.org/W2115703496","doi":"https://doi.org/10.2514/1.i010271","title":"Probabilistic Approach to NASA Langley Research Center Multidisciplinary Uncertainty Quantification Challenge Problem","display_name":"Probabilistic Approach to NASA Langley Research Center Multidisciplinary Uncertainty Quantification Challenge Problem","publication_year":2014,"publication_date":"2014-11-07","ids":{"openalex":"https://openalex.org/W2115703496","doi":"https://doi.org/10.2514/1.i010271","mag":"2115703496"},"language":"en","primary_location":{"id":"doi:10.2514/1.i010271","is_oa":false,"landing_page_url":"https://doi.org/10.2514/1.i010271","pdf_url":null,"source":{"id":"https://openalex.org/S4210240151","display_name":"Journal of Aerospace Information Systems","issn_l":"2327-3097","issn":["2327-3097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315709","host_organization_name":"American Institute of Aeronautics and Astronautics","host_organization_lineage":["https://openalex.org/P4310315709"],"host_organization_lineage_names":["American Institute of Aeronautics and Astronautics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Aerospace Information Systems","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/A5006138292","display_name":"Roger Ghanem","orcid":"https://orcid.org/0000-0002-1890-920X"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I144571360","display_name":"Viterbo University","ror":"https://ror.org/039p8pn96","country_code":"US","type":"education","lineage":["https://openalex.org/I144571360"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Roger Ghanem","raw_affiliation_strings":["Viterbi School of Engineering, University of Southern California, Los Angeles, California 90089","Viterbi School of Engineering"],"affiliations":[{"raw_affiliation_string":"Viterbi School of Engineering, University of Southern California, Los Angeles, California 90089","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Viterbi School of Engineering","institution_ids":["https://openalex.org/I144571360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025598168","display_name":"iman yadegaran","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I144571360","display_name":"Viterbo University","ror":"https://ror.org/039p8pn96","country_code":"US","type":"education","lineage":["https://openalex.org/I144571360"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Iman Yadegaran","raw_affiliation_strings":["Viterbi School of Engineering, University of Southern California, Los Angeles, California 90089","Viterbi School of Engineering"],"affiliations":[{"raw_affiliation_string":"Viterbi School of Engineering, University of Southern California, Los Angeles, California 90089","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Viterbi School of Engineering","institution_ids":["https://openalex.org/I144571360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110212485","display_name":"Charan Thimmisetty","orcid":null},"institutions":[{"id":"https://openalex.org/I144571360","display_name":"Viterbo University","ror":"https://ror.org/039p8pn96","country_code":"US","type":"education","lineage":["https://openalex.org/I144571360"]},{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Charan Thimmisetty","raw_affiliation_strings":["Viterbi School of Engineering, University of Southern California, Los Angeles, California 90089","Viterbi School of Engineering"],"affiliations":[{"raw_affiliation_string":"Viterbi School of Engineering, University of Southern California, Los Angeles, California 90089","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Viterbi School of Engineering","institution_ids":["https://openalex.org/I144571360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000361971","display_name":"Vahid Keshavarzzadeh","orcid":"https://orcid.org/0000-0001-6685-9158"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I144571360","display_name":"Viterbo University","ror":"https://ror.org/039p8pn96","country_code":"US","type":"education","lineage":["https://openalex.org/I144571360"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vahid Keshavarzzadeh","raw_affiliation_strings":["Viterbi School of Engineering, University of Southern California, Los Angeles, California 90089","Viterbi School of Engineering"],"affiliations":[{"raw_affiliation_string":"Viterbi School of Engineering, University of Southern California, Los Angeles, California 90089","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Viterbi School of Engineering","institution_ids":["https://openalex.org/I144571360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071653821","display_name":"Sami F. Masri","orcid":"https://orcid.org/0000-0001-5856-4456"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I144571360","display_name":"Viterbo University","ror":"https://ror.org/039p8pn96","country_code":"US","type":"education","lineage":["https://openalex.org/I144571360"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sami Masri","raw_affiliation_strings":["Viterbi School of Engineering, University of Southern California, Los Angeles, California 90089","Viterbi School of Engineering"],"affiliations":[{"raw_affiliation_string":"Viterbi School of Engineering, University of Southern California, Los Angeles, California 90089","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Viterbi School of Engineering","institution_ids":["https://openalex.org/I144571360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014165717","display_name":"John Red-Horse","orcid":null},"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":"John Red-Horse","raw_affiliation_strings":["Sandia National Laboratories, Albuquerque, New Mexico 87185"],"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Albuquerque, New Mexico 87185","institution_ids":["https://openalex.org/I4210104735"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011004406","display_name":"Robert Moser","orcid":"https://orcid.org/0000-0001-7735-1253"},"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":"Robert Moser","raw_affiliation_strings":["University of Texas at Austin, Austin, Texas 78712"],"affiliations":[{"raw_affiliation_string":"University of Texas at Austin, Austin, Texas 78712","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032088529","display_name":"Todd Oliver","orcid":"https://orcid.org/0000-0001-9415-0429"},"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":"Todd Oliver","raw_affiliation_strings":["University of Texas at Austin, Austin, Texas 78712","Advanced Manufacturing"],"affiliations":[{"raw_affiliation_string":"University of Texas at Austin, Austin, Texas 78712","institution_ids":["https://openalex.org/I86519309"]},{"raw_affiliation_string":"Advanced Manufacturing","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110431873","display_name":"Pol D. Spanos","orcid":null},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pol Spanos","raw_affiliation_strings":["Department of Mechanical Engineering, Rice University, Houston, Texas 77005"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Rice University, Houston, Texas 77005","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030740121","display_name":"Osama J. Aldraihem","orcid":null},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Osama J. Aldraihem","raw_affiliation_strings":["School of Engineering, King Saud University, Riyadh 11421, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"School of Engineering, King Saud University, Riyadh 11421, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5006138292"],"corresponding_institution_ids":["https://openalex.org/I1174212","https://openalex.org/I144571360"],"apc_list":null,"apc_paid":null,"fwci":0.5691,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.75525871,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"12","issue":"1","first_page":"170","last_page":"188"},"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":0.9854000210762024,"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/T11357","display_name":"Risk and Safety Analysis","score":0.9850999712944031,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/uncertainty-quantification","display_name":"Uncertainty quantification","score":0.86603844165802},{"id":"https://openalex.org/keywords/uncertainty-analysis","display_name":"Uncertainty analysis","score":0.7232515811920166},{"id":"https://openalex.org/keywords/propagation-of-uncertainty","display_name":"Propagation of uncertainty","score":0.6717097163200378},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.654513955116272},{"id":"https://openalex.org/keywords/sensitivity-analysis","display_name":"Sensitivity analysis","score":0.6473664045333862},{"id":"https://openalex.org/keywords/uncertainty-reduction-theory","display_name":"Uncertainty reduction theory","score":0.6273654699325562},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.4587997794151306},{"id":"https://openalex.org/keywords/measurement-uncertainty","display_name":"Measurement uncertainty","score":0.45067667961120605},{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.4486194849014282},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4427200257778168},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43106067180633545},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30056291818618774},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.19439873099327087},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18330591917037964},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17375236749649048},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16481685638427734},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1540212631225586},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.09211710095405579}],"concepts":[{"id":"https://openalex.org/C32230216","wikidata":"https://www.wikidata.org/wiki/Q7882499","display_name":"Uncertainty quantification","level":2,"score":0.86603844165802},{"id":"https://openalex.org/C177803969","wikidata":"https://www.wikidata.org/wiki/Q29205","display_name":"Uncertainty analysis","level":2,"score":0.7232515811920166},{"id":"https://openalex.org/C123614077","wikidata":"https://www.wikidata.org/wiki/Q1364905","display_name":"Propagation of uncertainty","level":2,"score":0.6717097163200378},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.654513955116272},{"id":"https://openalex.org/C176147448","wikidata":"https://www.wikidata.org/wiki/Q1889114","display_name":"Sensitivity analysis","level":3,"score":0.6473664045333862},{"id":"https://openalex.org/C94361409","wikidata":"https://www.wikidata.org/wiki/Q7882500","display_name":"Uncertainty reduction theory","level":2,"score":0.6273654699325562},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.4587997794151306},{"id":"https://openalex.org/C137209882","wikidata":"https://www.wikidata.org/wiki/Q1403517","display_name":"Measurement uncertainty","level":2,"score":0.45067667961120605},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.4486194849014282},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4427200257778168},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43106067180633545},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30056291818618774},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19439873099327087},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18330591917037964},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17375236749649048},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16481685638427734},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1540212631225586},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.09211710095405579},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2514/1.i010271","is_oa":false,"landing_page_url":"https://doi.org/10.2514/1.i010271","pdf_url":null,"source":{"id":"https://openalex.org/S4210240151","display_name":"Journal of Aerospace Information Systems","issn_l":"2327-3097","issn":["2327-3097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315709","host_organization_name":"American Institute of Aeronautics and Astronautics","host_organization_lineage":["https://openalex.org/P4310315709"],"host_organization_lineage_names":["American Institute of Aeronautics and Astronautics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Aerospace Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320321145","display_name":"King Saud University","ror":"https://ror.org/02f81g417"},{"id":"https://openalex.org/F4320322997","display_name":"King Abdulaziz City for Science and Technology","ror":"https://ror.org/05tdz6m39"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1965555277","https://openalex.org/W1976942431","https://openalex.org/W1984943006","https://openalex.org/W1992033071","https://openalex.org/W2038584697","https://openalex.org/W2044771513","https://openalex.org/W2049774453","https://openalex.org/W2049886280","https://openalex.org/W2075625332","https://openalex.org/W2086140935","https://openalex.org/W2087074344","https://openalex.org/W2106706098","https://openalex.org/W2995161752","https://openalex.org/W4211258549","https://openalex.org/W4237948290"],"related_works":["https://openalex.org/W2116089868","https://openalex.org/W1991803138","https://openalex.org/W1983007452","https://openalex.org/W4387046439","https://openalex.org/W1941025032","https://openalex.org/W1978531549","https://openalex.org/W2417835091","https://openalex.org/W2916523266","https://openalex.org/W3042706615","https://openalex.org/W2115703496"],"abstract_inverted_index":{"A":[0,38,93,125],"multifaceted":[1],"exploration":[2],"of":[3,19,23,110,136],"the":[4,17,24,29,35,44,107,111,134],"NASA":[5],"Langley":[6],"Research":[7],"Center":[8],"Multidisciplinary":[9],"Uncertainty":[10],"Quantification":[11],"Challenge":[12],"Problem":[13],"aimed":[14],"at":[15],"examining":[16],"suitability":[18],"a":[20,50,130],"probabilistic":[21,51],"characterization":[22],"epistemic":[25,74,89,137],"uncertainties":[26],"included":[27],"with":[28,49,78,87],"problem":[30],"statement":[31],"is":[32,91,103],"pursued.":[33],"In":[34],"process,":[36],"subproblems":[37],"through":[39],"D":[40],"are":[41,53,76,115,123,139],"treated,":[42],"and":[43,46,64,81,99,117,129,144],"opportunities":[45],"challenges":[47],"associated":[48],"description":[52],"delineated":[54],"as":[55,67,69],"they":[56],"pertain":[57],"to":[58,70],"each":[59],"uncertainty":[60,62,65,85,113,121,138,145],"characterization,":[61],"propagation,":[63],"management,":[66],"well":[68],"sensitivity":[71,142],"analysis.":[72],"All":[73],"variables":[75,114],"replaced":[77],"random":[79],"variables,":[80],"an":[82,100],"equivalent":[83],"effective":[84],"model":[86],"no":[88],"component":[90],"identified.":[92],"Bayesian":[94],"approach":[95,128],"for":[96,120,141],"parameter":[97],"inference":[98],"update":[101],"that":[102],"applied":[104],"directly":[105],"on":[106,133],"probability":[108],"densities":[109],"various":[112],"pursued,":[116],"sampling":[118],"techniques":[119],"propagation":[122],"used.":[124],"conditional":[126],"expectation":[127],"method":[131],"based":[132],"reduction":[135],"pursued":[140],"analysis":[143],"propagation.":[146]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
