{"id":"https://openalex.org/W2170936047","doi":"https://doi.org/10.2139/ssrn.980063","title":"Kriging Metamodeling in Simulation: A Review","display_name":"Kriging Metamodeling in Simulation: A Review","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2170936047","doi":"https://doi.org/10.2139/ssrn.980063","mag":"2170936047"},"language":"en","primary_location":{"id":"doi:10.2139/ssrn.980063","doi":"https://doi.org/10.2139/ssrn.980063","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.980063","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SSRN Electronic Journal","raw_type":"journal-article"},"volume":null,"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.980063","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087315126","display_name":"Jack P. C. Kleijnen","orcid":"https://orcid.org/0000-0001-8413-2366","observed_orcids":["https://orcid.org/0000-0001-8413-2366"]},"institutions":[{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Jack P. C. Kleijnen","raw_affiliation_strings":["Tilburg University, CentER"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tilburg University, CentER","institution_ids":["https://openalex.org/I193700539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5087315126"],"corresponding_institution_ids":["https://openalex.org/I193700539"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":37,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.7397000193595886,"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"}},"topics":[{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.7397000193595886,"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":0.0851999968290329,"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":0.05550000071525574,"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/kriging","display_name":"kriging","score":0.9480000138282776},{"id":"https://openalex.org/keywords/meta-modeling","display_name":"metamodeling","score":0.7739999890327454},{"id":"https://openalex.org/keywords/spatial-correlation-modeling","display_name":"spatial correlation modeling","score":0.8450000286102295},{"id":"https://openalex.org/keywords/stochastic-simulation","display_name":"stochastic simulation","score":0.6940000057220459},{"id":"https://openalex.org/keywords/bootstrap-method","display_name":"bootstrapping","score":0.8519999980926514},{"id":"https://openalex.org/keywords/variance-estimation","display_name":"variance estimation","score":0.6290000081062317},{"id":"https://openalex.org/keywords/latin-hypercube-sampling","display_name":"Latin hypercube sampling","score":0.8949999809265137},{"id":"https://openalex.org/keywords/sequential-design","display_name":"sequential design","score":0.8169999718666077},{"id":"https://openalex.org/keywords/surrogate-modeling","display_name":"surrogate models","score":0.46399998664855957}],"concepts":[{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.902189314365387},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.6892786622047424},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4430367350578308},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3325715661048889},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.32088571786880493},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23023474216461182},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14340531826019287},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.1394747495651245}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2139/ssrn.980063","doi":"https://doi.org/10.2139/ssrn.980063","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.980063","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SSRN Electronic Journal","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.2139/ssrn.980063","doi":"https://doi.org/10.2139/ssrn.980063","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.980063","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SSRN Electronic Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W172165952","https://openalex.org/W190473450","https://openalex.org/W1510052597","https://openalex.org/W1529267578","https://openalex.org/W1956520347","https://openalex.org/W1963795907","https://openalex.org/W1972034416","https://openalex.org/W1989958607","https://openalex.org/W1995945562","https://openalex.org/W1999000678","https://openalex.org/W2001598892","https://openalex.org/W2010034406","https://openalex.org/W2014018052","https://openalex.org/W2018044188","https://openalex.org/W2024697317","https://openalex.org/W2056108108","https://openalex.org/W2063180182","https://openalex.org/W2072834565","https://openalex.org/W2091309479","https://openalex.org/W2095542589","https://openalex.org/W2095552896","https://openalex.org/W2101754110","https://openalex.org/W2112147653","https://openalex.org/W2113759470","https://openalex.org/W2140481308","https://openalex.org/W2145102541","https://openalex.org/W2147438279","https://openalex.org/W2151635674","https://openalex.org/W2156677085","https://openalex.org/W2162424869","https://openalex.org/W2253386386","https://openalex.org/W2312970899","https://openalex.org/W2324208339","https://openalex.org/W2326628520","https://openalex.org/W2496675188","https://openalex.org/W2605777387","https://openalex.org/W2970576388","https://openalex.org/W3106889297","https://openalex.org/W3147833427","https://openalex.org/W3173138228","https://openalex.org/W4249753629"],"related_works":["https://openalex.org/W7067060861","https://openalex.org/W2480035973","https://openalex.org/W7067151643","https://openalex.org/W1534027535","https://openalex.org/W7074158033","https://openalex.org/W3088831819","https://openalex.org/W6999648117","https://openalex.org/W2159048197","https://openalex.org/W4247222564","https://openalex.org/W3150130873"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-09-22T06:50:58.402377","created_date":"2016-06-24T00:00:00"}