{"id":"https://openalex.org/W3147291860","doi":"https://doi.org/10.1109/wsc.2008.4736089","title":"Stochastic kriging for simulation metamodeling","display_name":"Stochastic kriging for simulation metamodeling","publication_year":2008,"publication_date":"2008-12-01","ids":{"openalex":"https://openalex.org/W3147291860","doi":"https://doi.org/10.1109/wsc.2008.4736089","mag":"3147291860"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2008.4736089","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2008.4736089","pdf_url":null,"source":{"id":"https://openalex.org/S4363608392","display_name":"2008 Winter Simulation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 Winter Simulation Conference","raw_type":"proceedings-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/A5069187445","display_name":"Bruce E. Ankenman","orcid":"https://orcid.org/0000-0001-5805-7868"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Bruce Ankenman","raw_affiliation_strings":["Department of Industrial Engineering & Management Sciences, Northwestern University, Evanston, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering & Management Sciences, Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026731126","display_name":"Barry L. Nelson","orcid":"https://orcid.org/0000-0002-1325-2624"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Barry L. Nelson","raw_affiliation_strings":["Department of Industrial Engineering & Management Sciences, Northwestern University, Evanston, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering & Management Sciences, Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058771477","display_name":"Jeremy Staum","orcid":"https://orcid.org/0000-0001-6163-2624"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeremy Staum","raw_affiliation_strings":["Department of Industrial Engineering & Management Sciences, Northwestern University, Evanston, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering & Management Sciences, Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069187445"],"corresponding_institution_ids":["https://openalex.org/I111979921"],"apc_list":null,"apc_paid":null,"fwci":11.4184,"has_fulltext":false,"cited_by_count":73,"citation_normalized_percentile":{"value":0.99426934,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"362","last_page":"370"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9995999932289124,"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":0.9995999932289124,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9994000196456909,"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/T11798","display_name":"Optimal Experimental Design Methods","score":0.9926000237464905,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/kriging","display_name":"Kriging","score":0.8918477296829224},{"id":"https://openalex.org/keywords/metamodeling","display_name":"Metamodeling","score":0.8738131523132324},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6706588268280029},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.6361792087554932},{"id":"https://openalex.org/keywords/stochastic-simulation","display_name":"Stochastic simulation","score":0.6197834610939026},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5686602592468262},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.515622079372406},{"id":"https://openalex.org/keywords/stochastic-modelling","display_name":"Stochastic modelling","score":0.4315895736217499},{"id":"https://openalex.org/keywords/design-of-experiments","display_name":"Design of experiments","score":0.4170774221420288},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24190470576286316},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1553114354610443},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13120993971824646},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09418869018554688}],"concepts":[{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.8918477296829224},{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.8738131523132324},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6706588268280029},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.6361792087554932},{"id":"https://openalex.org/C25915931","wikidata":"https://www.wikidata.org/wiki/Q4180825","display_name":"Stochastic simulation","level":2,"score":0.6197834610939026},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5686602592468262},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.515622079372406},{"id":"https://openalex.org/C127491075","wikidata":"https://www.wikidata.org/wiki/Q7617825","display_name":"Stochastic modelling","level":2,"score":0.4315895736217499},{"id":"https://openalex.org/C34559072","wikidata":"https://www.wikidata.org/wiki/Q2334061","display_name":"Design of experiments","level":2,"score":0.4170774221420288},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24190470576286316},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1553114354610443},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13120993971824646},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09418869018554688},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2008.4736089","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2008.4736089","pdf_url":null,"source":{"id":"https://openalex.org/S4363608392","display_name":"2008 Winter Simulation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 Winter Simulation Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6908409935","display_name":"Simulating Coherent Risk Measures","funder_award_id":"0555485","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306087","display_name":"Semiconductor Research Corporation","ror":"https://ror.org/047z4n946"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W55912154","https://openalex.org/W1558516341","https://openalex.org/W1966808975","https://openalex.org/W1972034416","https://openalex.org/W1982688261","https://openalex.org/W2000878162","https://openalex.org/W2016579196","https://openalex.org/W2018044188","https://openalex.org/W2043991659","https://openalex.org/W2050760828","https://openalex.org/W2056108108","https://openalex.org/W2090163962","https://openalex.org/W2101754110","https://openalex.org/W2127052460","https://openalex.org/W2161008798","https://openalex.org/W2496675188","https://openalex.org/W2970576388","https://openalex.org/W4213283575","https://openalex.org/W4235354204","https://openalex.org/W4238450125","https://openalex.org/W4249753629"],"related_works":["https://openalex.org/W3150130873","https://openalex.org/W2104827390","https://openalex.org/W2969571561","https://openalex.org/W2620550997","https://openalex.org/W1525931652","https://openalex.org/W2076301380","https://openalex.org/W3121339476","https://openalex.org/W3147153020","https://openalex.org/W2125285777","https://openalex.org/W2786740212"],"abstract_inverted_index":{"We":[0,68],"extend":[1],"the":[2,10,19,39,51,60,64,99],"basic":[3],"theory":[4],"of":[5,14,31,38,82],"kriging,":[6],"as":[7,36],"applied":[8],"to":[9,18,26,72,78],"design":[11,41,89],"and":[12,59,90,92],"analysis":[13],"deterministic":[15],"computer":[16],"experiments,":[17],"stochastic":[20,57,100],"simulation":[21,32,58],"setting.":[22],"Our":[23],"goal":[24],"is":[25,76],"provide":[27],"flexible,":[28],"interpolation-based":[29],"metamodels":[30],"output":[33],"performance":[34],"measures":[35],"functions":[37],"controllable":[40],"or":[42],"decision":[43],"variables.":[44],"To":[45],"accomplish":[46],"this":[47],"we":[48],"characterize":[49,79],"both":[50,80],"intrinsic":[52],"uncertainty":[53,62],"inherent":[54],"in":[55],"a":[56,94],"extrinsic":[61],"about":[63],"unknown":[65],"response":[66],"surface.":[67],"use":[69],"tractable":[70],"examples":[71],"demonstrate":[73],"why":[74],"it":[75],"critical":[77],"types":[81],"uncertainty,":[83],"derive":[84],"general":[85],"results":[86],"for":[87],"experiment":[88],"analysis,":[91],"present":[93],"numerical":[95],"example":[96],"that":[97],"illustrates":[98],"kriging":[101],"method.":[102]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":5}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
