{"id":"https://openalex.org/W4230146987","doi":"https://doi.org/10.2172/1055621","title":"Surrogate models for mixed discrete-continuous variables","display_name":"Surrogate models for mixed discrete-continuous variables","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W4230146987","doi":"https://doi.org/10.2172/1055621"},"language":"en","primary_location":{"id":"doi:10.2172/1055621","doi":"https://doi.org/10.2172/1055621","is_oa":false,"landing_page_url":"https://doi.org/10.2172/1055621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sandia National Laboratories (SNL), Albuquerque, NM, and Livermore, CA (United States)","raw_type":"report"},"volume":null,"type":"report","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://digital.library.unt.edu/ark:/67531/metadc829781/m2/1/high_res_d/1055621.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"USDOE National Nuclear Security Administration (NNSA)","orcid":null,"observed_orcids":[]},"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":"USDOE National Nuclear Security Administration (NNSA)","raw_affiliation_strings":["Sandia National Laboratories, Albuquerque, NM"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Albuquerque, NM","institution_ids":["https://openalex.org/I4210104735"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031951344","display_name":"Laura Painton Swiler","orcid":"https://orcid.org/0000-0001-6385-2241","observed_orcids":["https://orcid.org/0000-0001-6385-2241"]},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]},{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]},{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]},{"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/I192454743","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":"Laura Swiler","raw_affiliation_strings":["Sandia National Laboratories (SNL), Albuquerque, NM, and Livermore, CA (United States)","Applied Mathematics and Statistics","Department of Statistics University of Wisconsin-Madison 1300 University Ave. Madison, WI 53706","Prepared by Sandia National Laboratories Albuquerque, New Mexico 87185 and Livermore, California 94550","Quantitative Modeling and Analysis Sandia National Laboratories P.O. Box 969 Livermore, CA 94451-9159","SOE2 Santa Cruz, CA 95064","Sandia National Laboratories P.O. Box 5800 Albuquerque, NM 87185-1318","Statistics Department Los Alamos National Laboratory P.O. Box 1663, MS F600 Los Alamos, NM 87545","University of California, Santa Cruz Basked School of Engineering 1156 High St, MS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories (SNL), Albuquerque, NM, and Livermore, CA (United States)","institution_ids":["https://openalex.org/I192454743","https://openalex.org/I4210104735"]},{"raw_affiliation_string":"Applied Mathematics and Statistics","institution_ids":[]},{"raw_affiliation_string":"Department of Statistics University of Wisconsin-Madison 1300 University Ave. Madison, WI 53706","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"Prepared by Sandia National Laboratories Albuquerque, New Mexico 87185 and Livermore, California 94550","institution_ids":["https://openalex.org/I192454743","https://openalex.org/I4210104735"]},{"raw_affiliation_string":"Quantitative Modeling and Analysis Sandia National Laboratories P.O. Box 969 Livermore, CA 94451-9159","institution_ids":["https://openalex.org/I192454743"]},{"raw_affiliation_string":"SOE2 Santa Cruz, CA 95064","institution_ids":[]},{"raw_affiliation_string":"Sandia National Laboratories P.O. Box 5800 Albuquerque, NM 87185-1318","institution_ids":["https://openalex.org/I4210104735"]},{"raw_affiliation_string":"Statistics Department Los Alamos National Laboratory P.O. Box 1663, MS F600 Los Alamos, NM 87545","institution_ids":["https://openalex.org/I1343871089"]},{"raw_affiliation_string":"University of California, Santa Cruz Basked School of Engineering 1156 High St, MS","institution_ids":["https://openalex.org/I185103710"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sandia National Laboratories (SNL), Albuquerque, NM, and Livermore, CA (United States)","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sandia National Laboratories (SNL), Albuquerque, NM, and Livermore, CA (United States)","raw_affiliation_strings":["University of Wisconsin-Madison, Madison, WI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Wisconsin-Madison, Madison, WI","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010433361","display_name":"Patricia Hough","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]},{"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/I192454743","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":"Patricia Hough","raw_affiliation_strings":["Sandia National Laboratories (SNL), Albuquerque, NM, and Livermore, CA (United States)","University of Wisconsin-Madison, Madison, WI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories (SNL), Albuquerque, NM, and Livermore, CA (United States)","institution_ids":["https://openalex.org/I192454743","https://openalex.org/I4210104735"]},{"raw_affiliation_string":"University of Wisconsin-Madison, Madison, WI","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108528313","display_name":"Peter Z. G. Qian","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]},{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Qian","raw_affiliation_strings":["Univ. of Wisconsin, Madison, WI (United States)","Los Alamos National Laboratory, Los Alamos, NM"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. of Wisconsin, Madison, WI (United States)","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"Los Alamos National Laboratory, Los Alamos, NM","institution_ids":["https://openalex.org/I1343871089"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xu Xu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]},{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xu Xu","raw_affiliation_strings":["Univ. of Wisconsin, Madison, WI (United States)","University of California, Santa Cruz, Santa Cruz, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. of Wisconsin, Madison, WI (United States)","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"University of California, Santa Cruz, Santa Cruz, CA","institution_ids":["https://openalex.org/I185103710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079013017","display_name":"Curtis B. Storlie","orcid":"https://orcid.org/0000-0002-2464-6864","observed_orcids":["https://orcid.org/0000-0002-2464-6864"]},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Curtis Storlie","raw_affiliation_strings":["Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)","institution_ids":["https://openalex.org/I1343871089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018757897","display_name":"Herbert Lee","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Herbert Lee","raw_affiliation_strings":["University of California, Santa Cruz, CA (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Santa Cruz, CA (United States)","institution_ids":["https://openalex.org/I185103710"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9375,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9375,"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":0.013199999928474426,"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"}},{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.010499999858438969,"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/surrogate-modeling","display_name":"surrogate models","score":0.9959999918937683}],"concepts":[{"id":"https://openalex.org/C2983394010","wikidata":"https://www.wikidata.org/wiki/Q19885330","display_name":"Continuous variable","level":2,"score":0.4751807749271393},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.45714759826660156},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3954603970050812},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3896080255508423},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3602975606918335},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3464823365211487}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.2172/1055621","doi":"https://doi.org/10.2172/1055621","is_oa":false,"landing_page_url":"https://doi.org/10.2172/1055621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sandia National Laboratories (SNL), Albuquerque, NM, and Livermore, CA (United States)","raw_type":"report"},{"id":"pmh:info:ark/67531/metadc829781","doi":null,"is_oa":true,"landing_page_url":"https://digital.library.unt.edu/ark:/67531/metadc829781/","pdf_url":"https://digital.library.unt.edu/ark:/67531/metadc829781/m2/1/high_res_d/1055621.pdf","source":{"id":"https://openalex.org/S4306400792","display_name":"University of North Texas Digital Library (University of North Texas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I123534392","host_organization_name":"University of North Texas","host_organization_lineage":["https://openalex.org/I123534392"],"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":"Report"},{"id":"pmh:oai:osti.gov:1055621","doi":null,"is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1055621","pdf_url":"https://www.osti.gov/servlets/purl/1055621","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,"listed_in":[],"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}],"best_oa_location":{"id":"pmh:info:ark/67531/metadc829781","doi":null,"is_oa":true,"landing_page_url":"https://digital.library.unt.edu/ark:/67531/metadc829781/","pdf_url":"https://digital.library.unt.edu/ark:/67531/metadc829781/m2/1/high_res_d/1055621.pdf","source":{"id":"https://openalex.org/S4306400792","display_name":"University of North Texas Digital Library (University of North Texas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I123534392","host_organization_name":"University of North Texas","host_organization_lineage":["https://openalex.org/I123534392"],"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":"Report"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1251382736","display_name":null,"funder_award_id":"DE-AC04\u201394AL85000","funder_id":"https://openalex.org/F4320337547","funder_display_name":"Laboratory Directed Research and Development"},{"id":"https://openalex.org/G194215011","display_name":null,"funder_award_id":"DE\u2013AC04\u201394AL85000","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G2075401295","display_name":null,"funder_award_id":"DE-AC04- 94AL85000","funder_id":"https://openalex.org/F4320332369","funder_display_name":"National Nuclear Security Administration"},{"id":"https://openalex.org/G3469581542","display_name":null,"funder_award_id":"94AL85000","funder_id":"https://openalex.org/F4320338291","funder_display_name":"Sandia National Laboratories"},{"id":"https://openalex.org/G351415096","display_name":null,"funder_award_id":"DEAC04-94AL85000","funder_id":"https://openalex.org/F4320338291","funder_display_name":"Sandia National Laboratories"},{"id":"https://openalex.org/G7318852158","display_name":null,"funder_award_id":"AC04-94AL85000","funder_id":"https://openalex.org/F4320338291","funder_display_name":"Sandia National Laboratories"},{"id":"https://openalex.org/G8456466421","display_name":null,"funder_award_id":"AC04-94AL85000","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/F4320332369","display_name":"National Nuclear Security Administration","ror":"https://ror.org/03sk1we31"},{"id":"https://openalex.org/F4320332564","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69"},{"id":"https://openalex.org/F4320337547","display_name":"Laboratory Directed Research and Development","ror":"https://ror.org/01e41cf67"},{"id":"https://openalex.org/F4320338291","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4230146987.pdf","grobid_xml":"https://content.openalex.org/works/W4230146987.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1565176583","https://openalex.org/W1680392829","https://openalex.org/W1695563742","https://openalex.org/W1982478920","https://openalex.org/W2018044188","https://openalex.org/W2030351330","https://openalex.org/W2045893437","https://openalex.org/W2061883449","https://openalex.org/W2065775831","https://openalex.org/W2069176726","https://openalex.org/W2070132454","https://openalex.org/W2073194613","https://openalex.org/W2092271904","https://openalex.org/W2094009285","https://openalex.org/W2103345735","https://openalex.org/W2105782540","https://openalex.org/W2113922499","https://openalex.org/W2135046866","https://openalex.org/W2135892144","https://openalex.org/W2146766088","https://openalex.org/W2156614992","https://openalex.org/W2319488728","https://openalex.org/W2581421583","https://openalex.org/W3121687142","https://openalex.org/W4230615526","https://openalex.org/W4249303080","https://openalex.org/W4249753629","https://openalex.org/W4291114417"],"related_works":["https://openalex.org/W161709653","https://openalex.org/W2953612138","https://openalex.org/W7171342504","https://openalex.org/W761581543","https://openalex.org/W7095966484","https://openalex.org/W140791574","https://openalex.org/W2586846315","https://openalex.org/W2753670924","https://openalex.org/W3178580695","https://openalex.org/W6906587386"],"abstract_inverted_index":{"Large-scale":[0],"computational":[1,30,49],"models":[2,36,61,73],"have":[3,38],"become":[4],"common":[5,44],"tools":[6],"for":[7,60,72,95],"analyzing":[8],"complex":[9],"manmade":[10],"systems.However,":[11],"when":[12],"coupled":[13],"with":[14,62,74,110,120],"optimization":[15],"or":[16],"uncertainty":[17],"quantification":[18],"methods":[19],"in":[20],"order":[21],"to":[22,46],"conduct":[23],"extensive":[24],"model":[25],"exploration":[26],"and":[27,41,69,77,84,101,107,141],"analysis,":[28],"the":[29,48,52,86,136,146],"expense":[31,50],"quickly":[32],"becomes":[33],"intractable.Furthermore,":[34],"these":[35],"may":[37],"both":[39,75],"continuous":[40,63,76],"discrete":[42,78],"parameters.One":[43],"approach":[45],"mitigating":[47],"is":[51],"use":[53],"of":[54,88,91,124,126,130,138,148],"response":[55,92,150],"surface":[56,151],"approximations.While":[57],"well":[58],"developed":[59,94],"parameters,":[64],"they":[65],"are":[66],"still":[67],"new":[68],"largely":[70],"untested":[71],"parameters.In":[79],"this":[80],"work,":[81],"we":[82],"describe":[83],"investigate":[85],"performance":[87,147],"three":[89],"types":[90],"surfaces":[93],"mixedvariable":[96],"models:":[97],"Adaptive":[98],"Component":[99],"Selection":[100],"Shrinkage":[102],"Operator,":[103],"Treed":[104],"Gaussian":[105,108],"Process,":[106],"Process":[109],"Special":[111],"Correlation":[112],"Functions.We":[113],"focus":[114],"our":[115,139],"efforts":[116],"on":[117],"test":[118],"problems":[119],"a":[121,128],"small":[122],"number":[123],"parameters":[125],"interest,":[127],"characteristic":[129],"many":[131],"physics-based":[132],"engineering":[133],"models.We":[134],"present":[135],"results":[137],"studies":[140],"offer":[142],"some":[143],"insights":[144],"regarding":[145],"each":[149],"approximation":[152],"method.":[153]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2022-05-11T00:00:00"}
