FAKULTÄT FÜR INFORMATIK Development of a benchmark suite PDF 55824686

FAKULTÄT FÜR INFORMATIK Development of a benchmark suite PDF 55824686


FAKULTÄT FÜR INFORMATIK Development of a benchmark suite

User Manuals






TUTIFAKULTTFRINFORMATIKTECHNISCHEUNIVERSITTMNCHENBachelorsThesisinInformaticsGamesEngineeringDevelopmentofabenchmarksuiteforUncertaintyQuantificationoflaminarflowChristianZiegnerDFAKULTATFURINFORMATIKTECHNISCHEUNIVERSITATMUNCHENBachelorsThesisinInformaticsGamesEngineeringDevelopmentofabenchmarksuiteforUncertaintyQuantificationoflaminarflowEntwicklungeinerBenchmarkSuitefiirUncertaintyQuantificationlaminarerStromungenAuthorChristianZiegnerSupervisorProfDrHansJoachimBungartzAdvisorDrTobiasNeckelSubmissionDateOctober152014IconfirmthatthisbachelorsthesisismyownworkandIhavedocumentedallsourcesandmaterialusedMunichOctober152014ChristianZiegnerAcknowledgmentsAtfirstIwanttothankmysupervisorProfDrHansJoachimBungartzforgivingmetheopportunitytoexplorethishighlyinterestingtopicFurtherIwouldliketothankmyadvisorDrTobiasNeckelforsuggestingthistopictomeandforalwayshelpingmeoutwithgreatguidanceandkindwordsalthoughbeingconstantlyverybusyIwanttothankChristophKowitzforprovidingmewithallthenecessarysupportandinformationabouttheCFDlabcodeandotherprogrammingissuesAdditionallyIwanttothankmyfriendsespeciallyNilsforconstantlypushingmeforwardandhelpingmerevisemyfirstdraftintheendLastbutsurelynotleastIwouldliketothankmygirlfriendRebeccaforalwayscheeringmeupandbearingmywhiningwhenthingsdidnotgosowellYouarethebestAbstractUncertaintyQuantificationisaspecialapproachtoanalyzingcomplexsystemsoralgorithmsIttakesinputerrorsintoaccountinordertogainknowledgeabouttheoutcomeofasystemInthelastfewyearstheconsciousnessaboutthepotentialandimportanceofuncertaintyquantificationmethodshasrapidlyincreasedbutaseverythingelseitneedstimetodevelopThisthesisaimstosupportandevenimprovethedevelopmentofuncertaintyquantificationmethodsbyestablishingatoolchainconsistingofDAKOTAastateoftheartanalyzingandoptimizationframeworkandacomplexsimulationcodefromtheareaofcomputationalfluiddynamicsItdiscussesthecouplingofthetwoprogramsindetailandperformsseveralanalysesonthesimulationcodeusingaMonteCarlosamplingandastochasticcollocationmethodIntheendthisworkprovidesameanforanalyzingnewlydevelopeduncertaintyquantificationmethodsbygeneratingacompositionofbenchmarkdatagainedfromtheuncertaintyquantificationstudiesonthesimulationcodeBesidesthedatathatcanbeusedforcomparisonitsuppliesdeveloperswiththecorrespondingtestframeworkaswellWithasimpleinterfacebasedonreadingandwritingfilesfordataexchangeuserscanintegratetheirownuncertai













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