{"id":"https://openalex.org/W2118340938","doi":"https://doi.org/10.1115/1.4007669","title":"Optimization Under Uncertainty Applied to Heat Sink Design","display_name":"Optimization Under Uncertainty Applied to Heat Sink Design","publication_year":2012,"publication_date":"2012-12-06","ids":{"openalex":"https://openalex.org/W2118340938","doi":"https://doi.org/10.1115/1.4007669","mag":"2118340938"},"language":"en","primary_location":{"id":"doi:10.1115/1.4007669","doi":"https://doi.org/10.1115/1.4007669","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.4007669","pdf_url":null,"source":{"id":"https://openalex.org/S4210206986","display_name":"ASME Journal of Heat and Mass Transfer","issn_l":"0022-1481","issn":["0022-1481","1528-8943","2832-8450","2832-8469"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-20","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Heat Transfer","raw_type":"journal-article"},"volume":null,"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/A5091686525","display_name":"Karthik K. Bodla","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karthik K. Bodla","raw_affiliation_strings":["Purdue University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103408759","display_name":"Jayathi Y. Murthy","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jayathi Y. Murthy","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5111455960","display_name":"Suresh V. Garimella","orcid":"https://orcid.org/0000-0003-1421-2912","observed_orcids":["https://orcid.org/0000-0003-1421-2912"]},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Suresh V. Garimella","raw_affiliation_strings":["e-mail:\u2002 Cooling Technologies Research Center, NSF IUCRC, School of Mechanical Engineering and Birck Nanotechnology Center, Purdue University, West Lafayette, IN 47907-2088"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"e-mail:\u2002 Cooling Technologies Research Center, NSF IUCRC, School of Mechanical Engineering and Birck Nanotechnology Center, Purdue University, West Lafayette, IN 47907-2088","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5111455960"],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":2.1831,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.88888889,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"135","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9976000189781189,"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":0.9976000189781189,"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/T10998","display_name":"Heat Transfer and Optimization","score":0.0010000000474974513,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.000699999975040555,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/optimization-under-uncertainty","display_name":"optimization under uncertainty","score":0.9990000128746033},{"id":"https://openalex.org/keywords/heat-sink-design","display_name":"heat sink design","score":0.9120000004768372},{"id":"https://openalex.org/keywords/fin-heat-sink","display_name":"fin heat sink","score":0.968999981880188},{"id":"https://openalex.org/keywords/heat-transfer","display_name":"heat transfer","score":0.7260000109672546},{"id":"https://openalex.org/keywords/uncertainty-quantification","display_name":"uncertainty quantification","score":0.6269999742507935},{"id":"https://openalex.org/keywords/sensitivity-analysis","display_name":"sensitivity analysis","score":0.6729999780654907},{"id":"https://openalex.org/keywords/inverse-problems","display_name":"inverse problems","score":0.8370000123977661},{"id":"https://openalex.org/keywords/response-surface","display_name":"response surface","score":0.6880000233650208},{"id":"https://openalex.org/keywords/stochastic-optimization","display_name":"stochastic optimization","score":0.8009999990463257},{"id":"https://openalex.org/keywords/dakota","display_name":"Dakota","score":0.6690000295639038},{"id":"https://openalex.org/keywords/geometric-uncertainty","display_name":"geometric uncertainty","score":0.7149999737739563}],"concepts":[{"id":"https://openalex.org/C177803969","wikidata":"https://www.wikidata.org/wiki/Q29205","display_name":"Uncertainty analysis","level":2,"score":0.6097967028617859},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6033798456192017},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5995849370956421},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5731843113899231},{"id":"https://openalex.org/C186937647","wikidata":"https://www.wikidata.org/wiki/Q1796959","display_name":"Heat sink","level":2,"score":0.5349695682525635},{"id":"https://openalex.org/C193254401","wikidata":"https://www.wikidata.org/wiki/Q2160088","display_name":"Robust optimization","level":2,"score":0.47228795289993286},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.465457022190094},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.459296852350235},{"id":"https://openalex.org/C34559072","wikidata":"https://www.wikidata.org/wiki/Q2334061","display_name":"Design of experiments","level":2,"score":0.45493632555007935},{"id":"https://openalex.org/C186394612","wikidata":"https://www.wikidata.org/wiki/Q7098942","display_name":"Optimal design","level":2,"score":0.44144725799560547},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.43232154846191406},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.4108128547668457},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.320711612701416},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2780061960220337},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17665189504623413},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.1491607427597046},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13080129027366638},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1115/1.4007669","doi":"https://doi.org/10.1115/1.4007669","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.4007669","pdf_url":null,"source":{"id":"https://openalex.org/S4210206986","display_name":"ASME Journal of Heat and Mass Transfer","issn_l":"0022-1481","issn":["0022-1481","1528-8943","2832-8450","2832-8469"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-20","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Heat Transfer","raw_type":"journal-article"},{"id":"pmh:oai:docs.lib.purdue.edu:coolingpubs-1213","doi":null,"is_oa":false,"landing_page_url":"https://docs.lib.purdue.edu/coolingpubs/213","pdf_url":null,"source":{"id":"https://openalex.org/S4377196310","display_name":"Purdue e-Pubs (Purdue University System)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801333002","host_organization_name":"Purdue University System","host_organization_lineage":["https://openalex.org/I2801333002"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"CTRC Research Publications","raw_type":"text"},{"id":"pmh:oai:docs.lib.purdue.edu:nanopub-2309","doi":null,"is_oa":false,"landing_page_url":"https://docs.lib.purdue.edu/nanopub/1312","pdf_url":null,"source":{"id":"https://openalex.org/S4377196310","display_name":"Purdue e-Pubs (Purdue University System)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801333002","host_organization_name":"Purdue University System","host_organization_lineage":["https://openalex.org/I2801333002"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Birck and NCN Publications","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W138233800","https://openalex.org/W1483256560","https://openalex.org/W1487732115","https://openalex.org/W1634277530","https://openalex.org/W1968858964","https://openalex.org/W1982478920","https://openalex.org/W2006180009","https://openalex.org/W2011210612","https://openalex.org/W2018159038","https://openalex.org/W2027288636","https://openalex.org/W2033399811","https://openalex.org/W2035363534","https://openalex.org/W2049270804","https://openalex.org/W2052524840","https://openalex.org/W2053042840","https://openalex.org/W2066955449","https://openalex.org/W2086861249","https://openalex.org/W2101736398","https://openalex.org/W2108001913","https://openalex.org/W2133157407","https://openalex.org/W2157709091","https://openalex.org/W2165289074","https://openalex.org/W2167720109","https://openalex.org/W2478332283","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2103394813","https://openalex.org/W4389986016","https://openalex.org/W3100685668","https://openalex.org/W2983867346","https://openalex.org/W2949157826","https://openalex.org/W7097332427","https://openalex.org/W2946074182","https://openalex.org/W2998693120","https://openalex.org/W2116029409","https://openalex.org/W7006457551"],"abstract_inverted_index":{"Optimization":[0],"under":[1,144],"uncertainty":[2,124,133,145],"(OUU)":[3],"is":[4,90,113,166,179,196],"a":[5,111],"powerful":[6],"methodology":[7,112,165],"used":[8,198],"in":[9,60,126,135,152,158],"design":[10,95,172],"and":[11,57,72,93,160,173,203,210],"optimization":[12,20,65,143,205],"to":[13,44,83,116,146,199],"produce":[14,45],"robust,":[15],"reliable":[16],"designs.":[17,47],"Such":[18],"an":[19,131,170],"methodology,":[21],"employed":[22],"when":[23],"the":[24,36,61,80,85,101,114,117,122,127,136,147,184,187,207,211,214],"input":[25,42,81,104,128],"quantities":[26,138],"of":[27,88,109,139,149,186,189,206,213],"interest":[28,89,190],"are":[29,217],"uncertain,":[30],"yields":[31],"output":[32,62,86,108,137],"uncertainties":[33,157],"that":[34],"help":[35],"designer":[37,76],"choose":[38],"appropriate":[39],"values":[40],"for":[41],"parameters":[43],"safe":[46],"Apart":[48],"from":[49],"providing":[50],"basic":[51],"statistical":[52],"information,":[53,68],"such":[54,69,110],"as":[55,70],"mean":[56],"standard":[58],"deviation":[59],"quantities,":[63],"uncertainty-based":[64],"produces":[66],"auxiliary":[67],"local":[71],"global":[73],"sensitivities.":[74],"The":[75,163],"may":[77],"thus":[78],"decide":[79],"parameter(s)":[82],"which":[84,182],"quantity":[87,188],"most":[91,102],"sensitive,":[92],"thereby":[94],"better":[96],"experiments":[97],"based":[98],"on":[99,191],"just":[100],"sensitive":[103],"parameter(s).":[105],"Another":[106],"critical":[107],"solution":[115],"inverse":[118],"problem,":[119],"i.e.,":[120],"finding":[121],"allowable":[123],"(range)":[125,134],"parameter(s),":[129],"given":[130],"acceptable":[132],"interest.":[140],"We":[141],"apply":[142],"problem":[148],"heat":[150,154,208],"transfer":[151],"fin":[153],"sinks":[155],"with":[156],"geometry":[159],"operating":[161],"conditions.":[162],"analysis":[164,174],"implemented":[167],"using":[168],"DAKOTA,":[169],"open-source":[171],"kit.":[175],"A":[176],"response":[177,194],"surface":[178,195],"first":[180],"generated":[181],"captures":[183],"dependence":[185],"inputs.":[192],"This":[193],"then":[197],"perform":[200],"both":[201],"deterministic":[202],"probabilistic":[204],"sink,":[209],"results":[212],"two":[215],"approaches":[216],"compared.":[218]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":3}],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2016-06-24T00:00:00"}
