韩国先进科技学院机械工程系IkjinLee,副教授简介

IkjinLee,AssistantProfessor

7109,N7-4,MechanicalEngineeringDepartment

KoreaAdvancedInstituteofScienceandTechnology(KAIST)

291Daehak-ro,Yuseong-gu,Daejeon305-701,RepublicofKorea

Tel:+82-42-350-3041,Fax:+82-42-350-3210, Email:ikjin.lee@kaist.ac.kr

_______________________________________________________________________

EDUCATION

B.S.

MechanicalEngineering

SeoulNationalUniversity,Korea

1993-2001

M.S.

MechanicalEngineering

SeoulNationalUniversity,Korea

2001-2003

Ph.D.

MechanicalEngineering

UniversityofIowa

2003-2008

RESEARCHAREA

Reliability-BasedDesignOptimization(RBDO)

Reliability-BasedRobustDesignOptimization(RBRDO)SystemReliabilityAnalysisandDesignOptimizationDesignunderUncertaintieswithLackofInformationDesignunderUncertaintieswithCorrelatedInputVariablesSampling-BasedRBDOwithParallelComputingSurrogateModelGeneration(Meta-modeling)

PROFESSIONALEXPERIENCES

UniversityofIowa

ResearchAssistant

2003~2008

UniversityofIowa

TeachingAssistant

2006~2007

UniversityofIowa

PostdoctoralResearchScholar

2008.8~2011.7

UniversityofIowa

AdjunctProfessor

2010.7~2011.7

UniversityofConnecticut

AssistantProfessor

2011.8~2013.7

KAIST

AssistantProfessor

2013.8~

TEACHINGEXPERIENCES

ME3224

AnalysisandDesignofMechanisms

Fall2011

ME3227

DesignofMachineElements

Spring2012

ME5895/ME3295

ProbabilisticEngineeringDesign

Fall2012,Spring2014

ME5511/ME3295

PrinciplesofOptimumDesign

Spring2013

MAE340

EngineeringDesign

Fall2013

MAE370

UnderstandingofMaterials&Manufacturing

Spring2014

MAE475

AppliedMathematics

Fall2014

MAE400

CapstoneDesignI

Spring2015

CD401

MultidisciplinaryCapstoneDesignI

Spring2015

AWARDS

1

ISSMO/SpringerPrizeforayoungscientist,InternationalSocietyofStructuralandMultidisciplinaryOptimization(ISSMO),2009.

th

2. CitedinMarquisWho ’sWhoinAmerica,Edition,642010.

PROJECTACTIVITY

FINSIHED

U.S.ArmyTank-AutomotiveCommand(TACOM)

Caterpillar994FAxlePadProject

U.S.ArmyAutomotiveResearchCenter(ARC)onFMTV

WindTurbineOptimizationwithClipperssupportedbyIowaWindProject(IAWIND)DynamicAnalysisSoftwareDevelopment&DesignOptimizationbyStanleyBlack&Decker

INPROGRESS

LaunchingPlug-inDigitalAnalysisFrameworkforModularSystemDesign

Developmentofsensor-basedvirtualplantengineeringtechnologyforthesupportofplantO&M

PROFESSIONALSERVICES

JournalEditor

AssociateEditor,Trans.KoreanSoc.Mech.Eng.A,2014~Present

PaperReviewer(Reviewedmorethan85JournalPapersand33ConferencePapers)

StructuralandMultidisciplinaryOptimization(SMO)

ASMEJournalofMechanicalDesign(JMD)

JournalofSoilsandSediments(JSSS)

MechanismandMachineTheory(MECHMT)

JournalofOptimizationTheoryandApplications(JOTA)

InternationalJournalofVehicleDesign(IJVD)

Entropy

MechanicsBasedDesignofStructuresandMachines

ProbabilisticEngineeringMechanics(PREM)

ComputersandIndustrialEngineering(CAIE)

EngineeringOptimization(GENO)

ComputerMethodsinAppliedMechanicsandEngineering(CMAME)

AppliedMathematicalModeling(APM)

MechanicalSystemsandSignalProcessing(MSSP)

AinShamsEngineeringJournal(ASEJ)

JournalofMechanicalScienceandTechnology(JMST)

ASME(IDETC/CIE)Conference

AIAA/MAOConference

2

PaperReviewCoordinator

PaperreviewcoordinatorfortheDesignAutomationConferenceofASMEInternationalDesignEngineeringTechnicalConferences(IDETC),2011~2015.

ProgramCommittee

Localorganizingcommitteefor10thWorldCongressofStructuralMultidisciplinaryOptimization(WCSMO),2013.

Internationalscientificandorganizingcommitteefor5thInternationalConferenceonComputationalMethods(ICCM),2014.

Scientificcommitteefor8thChina-Japan-KoreaJointSymposiumonOptimizationofStructuralandMechanicalSystems(CJK-OSM8),2014.

Localorganizingcommitteefor12thWorldCongressonComputationalMechanics(WCCM),2016

OtherProfessionalActivities

thDesignAutomationConferenceof2012

1.Chairedsessionsatthe38

ASME

InternationalDesignEngineeringTechnicalConferences(IDETC),August2012.

ChairedsessionsattheWorldCongressofStructuralMultidisciplinaryOptimization(WCSMO)10,May2013.

3.

Chairedsessionsatthe39

th

DesignAutomationConferenceof2013

ASME

InternationalDesignEngineeringTechnicalConferences(IDETC),August2013.

4.

Chairedsessionsatthe

40th

DesignAutomationConferenceof2014

ASME

InternationalDesignEngineeringTechnicalConferences(IDETC),August2014.

Membership

AmericanSocietyofMechanicalEngineers(ASME)

AmericanInstituteofAeronauticsandAstronautics(AIAA)

InternationalSocietyforStructuralandMultidisciplinaryOptimization(ISSMO)

KoreaSocietyofMechanicalEngineers(KSME)

KoreaSocietyofComputationalMechanics(KSCM)

KoreaSocietyofDesignOptimization(KSDO)

KoreanSocietyofPrecisionEngineering(KSPE)

ProposalReviewPanel

RomanianExecutiveAgencyforHigherEducation,Research,DevelopmentandInnovationFunding(UEFISCDI)ProposalReviewPanel(2011,2013,2015)

KazakhstanNationalCenterforScienceandTechnologyEvaluation(NCSTE)ProposalReviewPanel(2014)

CONFERENCESEMINARPRESENTATIONS

1. Presentedaseminar “AlternativeMethodsforReliability-BasedRobustDesign

OptimizationIncludingDimensionReductionMethod,ARC”atconference,AnnArbor,MI,May24,2006.

3

at2008”

2.Presentedaseminar

“AlternativeMethodsforReliability-BasedRobustDesign

OptimizationIncludingDimensionReductionMethod,

”at2006ASMEIDETC,

Philadelphia,Pennsylvania,September10-13,2006.

3.

Presentedaseminar“RBDOUsingMPP-BasedDimensionReductionMethod

(DRM)forMultidimensionalHighlyNonlinearSystems,

”atARCconference,Ann

Arbor,MI,May16,2007.

4.

Presentedaseminar

“RBDOUsingMPP-BasedDimensionReductionMethod

(DRM)forMultidimensionalHighlyNonlinearSystems

”atWCSMO7conference,

Seoul,Korea,May22,2007.

Presentedaseminar“ANewInverseReliabilityAnalysisMethodUsingMPP-Based

DimensionReductionMethod(DRM), at”2007ASMEIDETC,LasVegas,Nevada,

September4-7,2007.

Presentedaseminar“SystemReliability-BasedDesignOptimizationUsingMPP-BasedDimensionReductionMethod,at”ARCconference,AnnArbor,MI,May21,2008.

Presentedaseminar“SensitivityAnalysesofFORM-BasedandDRM-Based

PerformanceMeasureApproachforReliability-BasedDesignOptimization,ASMEIDETC,NewYorkCity,NewYork,August3-6,2008.

PresentedaseminarComparison“StudybetweenProbabilisticandPossibilisticApproachforProblemswithCorrelatedInputandLackofInputStatisticalInformation”atARCconference,AnnArbor,MI,May13,2009.

9.

Presentedaseminar

Comparison“

StudybetweenProbabilisticandPossibilistic

ApproachforProblemswithCorrelatedInputandLackofInputStatistical

Information”atWCSMO8conference,Lisbon,Portugal,June1-5,2009.

10.Presentedanawardspeech“RBDOUsingMPP-BasedDimensionReductionMethod

(DRM)forMultidimensionalHighlyNonlinearSystems

atWCSMO8”

conference,

Lisbon,Portugal,June1-5,2009

.

11.

Presentedaseminar

Comparison“

StudybetweenProbabilisticandPossibilistic

ApproachforProblemswithCorrelatedInputandLackofInputStatistical

Information”at2009ASMEIDETC,SanDiego,California,August31-September2,

2009.

12.Presentedaseminar

“Sampling-BasedStochasticSensitivityAnalysisUsingScore

functionsforRBDOproblemswithCorrelatedRandomVariables

”atARC

conference,AnnArbor,MI,May11,2010.

13.Presentedaseminar

“Sampling-BasedStochasticSensitivityAnalysisUsingScore

functionsforRBDOproblemswithCorrelatedRandom

Variables”at2010ASME

IDETC,Montreal,Canada,August16,2010.

14.Presentedaseminar

“EquivalentStandardDeviationtoConvertHigh-Reliability

ModeltoLow-ReliabilityModelforEfficiencyofSampling-BasedRBDO

”atARC

conference,AnnArbor,MI,May24,2011.

15.Presentedaseminar

“EquivalentStandardDeviationtoConvertHigh-Reliability

ModeltoLow-ReliabilityModelforEfficiencyofSampling-BasedRBDO

”at2011

ASMEIDETC,Washington

,D.C.,August28-31,2011

.

16.Presentedaseminar

“ANovelSecond-OrderReliabilityMethod(SORM)UsingNon-

CentralorGeneralizedChi-SquaredDistributions

”at2012ASMEIDETC,Chicago,

Illinois,August13-15,2012.

4

17.Presentedaseminar “ProbabilisticSensitivityAnalysisforNovelSecond-Order

ReliabilityMethod(SORM)UsingGeneralizedChi-squaredDistributionat”WCSMO10conference,Orlando,FL,May19-24,2013.

Presentedaseminar“Sampling-BasedDesignOptimizationinthePresenceof

IntervalVariables”atAPCOM&ISCM2013,Singapore,December12,2013,KeynoteSpeech.

Presentedaseminar“Reliability-BasedVehicleSafetyAssessmentandDesign

OptimizationofRoadwayRadiusandSpeedLimitinWindyEnvironments ”at

KSMEconference,Jeongseon,Korea,December19,2013.

20.Presentedaseminar “InverseReliabilityAnalysisforApproximatedSecond-Order

ReliabilityMethodUsingHessianUpdate ”atASME2014IDETC,Buffalo,New

York,August17-20,2014.

21.Presentedaseminar “EnhancedSecond-OrderReliabilityMethodandStochastic

SensitivityAnalysisUsingImportanceSampling WCSMO11”atconference,Sydney,

Australia,June7-12,2015.

INVITEDSEMINARPRESENTATIONS

Presentedaseminar“Reliability-basedDesignOptimization:ThePast,Present,andFuture,”attheUniversityofIowa,October1,2009.

Providedalectureon“Sampling-basedRBDOusingtheDynamicKrigingand

3.

StochasticSensitivityAnalysis

”toJohnDeere,August,2010.

Presentedaseminar

“

Sampling-BasedRBDOUsingtheDynamicKriging(D-Kriging)

MethodandStochasticSensitivityAnalysis”atARCseminar,theUniversityofMichigan,AnnArbor,MI,October29,2010.

ProvidedaseminarRecent“ImprovementsonReliability-BasedDesignOptimization(RBDO)Methodology,”attheUniversityofConnecticut,March2,2011.

ProvidedaseminarRecent“ImprovementsonReliability-BasedDesignOptimization(RBDO)Methodology,”attheKoreaAdvancedInstituteofScienceandTechnology(KAIST),April8,2011.

ProvidedaworkshoponSampling“-BasedRBDOUsingDynamicKrigingMethod

andStochasticSensitivityAnalysis”toArmyTARDECmembers,Warren,MI,April19,2011.

7.

Presentedaseminar

“Reliability-BasedDesignOptimization,

”atHanyangUniversity

August20,2013.

8.

Presentedaseminar

“ApplicationofRBDOtoVehicleDesign,

”atHyundaiMotors,

October25,2013.

9.

Presentedaseminar

“ApplicationofRBDOtoVehicleDesign,

”atDoosanInfracore,

November22,2013.

Presentedaseminar“ReliabilityAssessmentanditsApplicationtoShipbuildingandOceanPlantDesign,”atSamsungHeavyIndustry,June20,2014.

Presentedaseminar“Simulation-BasedDesignunderUncertainties:Theory&

Application, ”atHarbinInstituteofTechnology,January19,2015.

12.Presentedaninvitedlecture “Simulation-basedDesignUnderUncertainties:Theory

nd

&Application”2,AnnualConferenceofKoreaSocietyforDesignOptimization,2015.

5

Presentedaseminar“Simulation-basedDesignUnderUncertainties:Theory&Application”,atKoreaMaritimeUniversity,2015.

WillpresentaseminaratDalianUniversityofTechnology,July,2015.

WillpresentaseminaratNYUPOLY,August,2015.

PUBLICATIONS

Books

Lee,I.,DimensionReductionMethodforDesignunderUncertainty:ApplicationsofDimensionReductionMethodtoReliability-BasedDesignOptimizationandRobustDesignOptimization,LAPLAMBERTAcademicPublishing,2010.

Ph.D.Thesis

1.

“Reliability-BasedDesignOptimizationandRobustDesignOptimizationUsing

UnivariateDimensionReductionMethod,

”UniversityofIowa,2008.

PapersinTechnicalJournals(International)

1.

Lee,I.,Choi,K.K.,Du,L.,andGorsich,D.,

“DimensionReductionMethodfor

Reliability-BasedRobustDesignOptimization,

Special”IssueofComputers

&

Structures:StructuralandMultidisciplinaryOptimization

,Vol.86,pp.1550

–1562,

2008.(IF:2.134)

2.

Lee,I.,Choi,K.K.,Du,L.,andGorsich,D.,

“InverseAnalysisMethodUsingMPP-

BasedDimensionReductionforReliability-BasedDesignOptimizationofNonlinear

andMulti-DimensionalSystems,

Special”IssueofComputerMethodsinApplied

MechanicsandEngineering:ComputationalMethodsinOptimizationConsidering

Uncertainties,Vol.198,No.1,pp.14-27,2008.(IF:2.959)

3.

Noh,Y.,Choi,K.K.,and

Lee,I.,

“ReductionofOrderingEffectinRBDOUsing

DimensionReductionMethod,

AIAA”Journal,Vol.47,No.4,pp.994-1004,2009.

(IF:1.207)

4.

Lee,I.,Choi,K.K.,andGorsich,D.,

“SensitivityAnalysesofFORM-Basedand

DRM-BasedPerformanceMeasureApproach(PMA)forReliability-BasedDesign

Optimization(RBDO),International”

JournalforNumericalMethodsinEngineering,

Vol.82,No.1,pp.26-46,2010.(IF:2.055)

5.

Lee,I.,Choi,K.K.,andGorsich,D.,

“SystemReliability-BasedDesignOptimization

UsingtheMPP-BasedDimensionReductionMethod,

Journal”ofStructuraland

MultidisciplinaryOptimization,Vol.41,No.6,pp.823-839,2010.(IF:1.974)

6.

Noh,Y.,Choi,K.K.,and

Lee,I.,

“IdentificationofMarginalandJointCDFsUsing

BayesianMethodforRBDO,

”JournalofStructuralandMultidisciplinary

Optimization,Vol.40,No.1,pp.35-51,2010.(IF:1.974)

7.

Noh,Y.,Choi,K.K.,and

Lee,I.,

“ComparisonStudybetweenMCMC-basedand

Weight-basedBayesianMethodsforIdentificationsofJointDistribution,Journalof

”

StructuralandMultidisciplinaryOptimization

,Vol.42,No.6,pp.823-833,2010.

(IF:1.974)

8.

Lee,I.,Choi,K.K.,Noh,Y.Zhao,L.,andGorsichD.,

“Sampling-BasedStochastic

SensitivityAnalysisUsing

ScoreFunctionsforRBDOProblemswithCorrelated

6

RandomVariables, Journal”ofMechanicalDesign, Vol.133,No.2,21003, 2011.

(IF:1.250)

9. Noh,Y.,Choi,K.K.,and Lee,I., “Reliability-BasedDesignOptimizationwith

ConfidenceLevelunderInputModelUncertaintyDuetoLimitedTestData,Journal ”

ofStructuralandMultidisciplinaryOptimization,Vol.43,No.4,pp.443-458,2011.

(IF:1.974)

10.Zhao,L.,Choi,K.K.,and Lee,I., “MetamodelingMethodUsingDynamicKriging

forDesignOptimization, AIAA”Journal,Vol.49,No.9,pp.2034-2046,2011.(IF:

1.207)

11.Noh,Y.,Choi,K.K.,and Lee,I., “Reliability-basedDesignOptimizationwith

ConfidenceLevelforNon-GaussianDistributionsUsingBootstrapMethod, Journal ”

ofMechanicalDesign,Vol.133,No.9,91001,2011.(IF:1.250)

12.Lee,I.,Choi,K.K.,and Zhao,L., “Sampling-BasedRBDOUsingtheStochastic

SensitivityAnalysisand DynamicKrigingMethod, ”JournalofStructuraland

MultidisciplinaryOptimization,Vol.44,No.3,pp.299-317,2011.(IF:1.974)

13.Lee,I.,Noh,Y.,andYoo,D., “ANovelSecond-OrderReliabilityMethod(SORM)

UsingNon-CentralorGeneralizedChi-SquaredDistributions, SpecialIssue”of

JournalofMechanicalDesign onDesignunderUncertainty, Vol.134,No.10,

100912,2012.(IF:1.250)

14.Lee,I., Choi,K.K., Noh,Y., andLamb,D., “ComparisonStudybetween

ProbabilisticandPossibilisticMethodsforProblemsunderaLackofCorrelatedInput

StatisticalInformation, Journal”ofStructuralandMultidisciplinaryOptimization ,

Vol.47,No.2,pp.175-189,2013.(IF:1.974)

15.Song,H.,Choi,K.K.,Lee,I.,Zhao,L.,andGorsich,D., “AdaptiveVirtualSupport

VectorMachineforReliabilityAnalysisofHigh-DimensionalProblems, Journalof ”

StructuralandMultidisciplinaryOptimization, Vol.47,No.4,pp.479-491,2013.

(IF:1.974)

16.Lee,I.,Choi,K.K.,andShin,J., “EquivalentTargetProbabilityofFailuretoConvert

High-reliabilityModeltoLow-reliabilityModelforEfficiencyofSampling-basedRBDO,”JournalofStructuralandMultidisciplinaryOptimization,Vol.48,No.2,pp.

235-248,2013.(IF:1.974)

17.Zhao,L.,Choi,K.K.,Lee,I.,andGorsich,D., “ConservativeSurrogateModelusing

WeightedKrigingVarianceforSampling-basedRBDO, Journal”ofMechanical

Design,Vol.135,No.9,091003,2013.(IF:1.250)

18.Yoo,D.,and Lee,I., “Sampling-basedApproachforDesignOptimizationinthe

PresenceofIntervalVariables, Journal”ofStructuralandMultidisciplinary

Optimization,Vol.49,No.2,pp.253-266,2014.(IF:1.974)

19.Shin,J.,and Lee,I., “Reliability-BasedVehicleSafetyAssessmentandDesign

OptimizationofRoadwayRadiusandSpeedLimitinWindyEnvironments, Journal ”

ofMechanicalDesign,Vol.136.No.8,081006,2014.(IF:1.250)

20.Yoo,D.,Lee,I.,andCho,H., “ProbabilisticSensitivityAnalysisforNovelSecond-

OrderReliabilityMethodusingGeneralized Chi-SquaredDistribution, Journal”of

StructuralandMultidisciplinaryOptimization, Vol.50,No.5,pp.787-797,2014.

(IF:1.974)

21.Lim,J.,Lee,B.,and Lee,I., “SORM-basedInverseReliabilityAnalysisUsing

HessianUpdateforAccurateandEfficientReliability-basedDesignOptimization,

7

InternationalJournalforNumericalMethodsinEngineering ,Vol.100,No.10,pp.

773-792,2014.(IF:2.055)

22.Shin,J.,andLee,I., “ReliabilityAnalysisandReliability-BasedDesignOptimization

ofRoadwayHorizontalCurvesUsingaFirst-OrderReliabilityMethod(FORM), ”

EngineeringOptimization,Vol.47,No.5,pp.622-641,2015.(IF:1.076)

23.Lim,J.,Lee,B.,and Lee,I., “SequentialOptimizationandReliabilityAssessment

basedonDimensionReductionMethodforAccurateandEfficientReliability-based

DesignOptimization, Journal”ofMechanicalScienceandTechnology,Vol.29,No.

4,pp.1349-1354,2015.(IF:0.838)

24.Cho,H.,Choi,K.K.,andLee,I.,“DesignSensitivityMethodforSampling-BasedRBDOwithFixedCOV,”submittedJtournalofMechanicalDesign,2015.

TechnicalNotes

Zhao,L.,Choi,K.K.,andLee,I.,“ReplybytheAuthorstotheCommentbyH.LiangandM.Zhu,AIAA”Journal,Vol.51,No.12,pp.2989-2990,2013.(IF:1.207)

InternationalConferenceProceedings

1.

Choi,K.K.,Lee,I.,andGorsich,D.,

“DimensionReductionMethodforReliability-

BasedRobustDesignOptimization,

IIIEuropean”

ConferenceonComputational

Mechanics,Lisbon,Portugal,June5-8,2006.

2.

Lee,I.,Choi,K.K.,andDu,L.,

“AlternativeMethodsforReliability-BasedRobust

DesignOptimizationIncludingDimensionReductionMethod,

32ndASME”Design

AutomationConference,Philadelphia,Pennsylvania,September10-13,2006.

3.

Lee,I.,Choi,K.K.,andDu,L.,

“DimensionReductionMethod(DRM)BasedRBDO

forHighlyNonlinearSystems,

WCSMO7,”

COEXSeoul,Korea,May21-25,2007,

ReceivedtheISSMO-SpringerPrize.

4.

Choi,K.K.,Du,L.,Lee,I.,andGorsich,D.,

“ANewRobustConceptinPossibility

TheoryforPossibility-BasedRobustDesignOptimization,WCSMO7,COEX”

Seoul,

Korea,May21-25,2007.

5.

Lee,I.,Choi,K.K.,Du,L.,andGorsich,D.,

“ANewInverseReliabilityAnalysis

MethodUsingMPP-BasedDimensionReductionMethod(DRM),

33rd”

ASME

DesignAutomationConference,LasVegas,Nevada,September4-7,2007.

6.

Du,L.,Choi,K.K.,and

Lee,I.,

“RobustDesignConceptinPossibilityTheoryAnd

OptimizationForSystemWithBothRandomAndFuzzyInputVariables,the2007”

ASMEInternationalDesignEngineeringTechnicalConferences(IDETC),LasVegas,

Nevada,September4-7,2007.

7.

Lee,I.,Choi,K.K.,Du,L.,andGorsich,D.,

“SensitivityAnalysesofFORM-Based

andDRM-BasedPerformanceMeasureApproachforReliability-BasedDesign

Optimization,34th”ASMEDesignAutomationConference,NewYorkCity,New

York,August3-6,2008.

8.

Lee,I.,Choi,K.K.,Du,L.,andGorsich,D.,

“SystemReliability-BasedDesign

OptimizationUsingMPP-BasedDimensionReductionMethod,

12thAIAA/ISSMO”

MultidisciplinaryAnalysisandOptimizationConference,Victoria,BritishColumbia,

September10-12,2008.

9.

Noh,Y.,Choi,K.K.,

andLee,I.,

“MPP-BasedDimensionReductionMethodfor

RBDOProblemswithCorrelatedInputVariables,

”

12th

AIAA/ISSMO

8

MultidisciplinaryAnalysisandOptimizationConference,Victoria,BritishColumbia,

September10-12,2008.

10.Lamb,D.,Gorsich,D.,Choi,K.K.,Noh,Y.,and Lee,I., “TheUseofCopulasand

MPP-basedDimensionReductionMethod(DRM)toAssessandMitigate

EngineeringRiskintheArmyGroundVehicle, 26th”ArmyScienceConference,

Orlando,Florida,December,1-4,2008.

11.Lee,I.,Choi,K.K.,andNoh,Y ., “ComparisonStudybetweenProbabilisticand

PossibilisticApproachforProblemswithCorrelatedInputandLackofInputStatisticalInformation,WCSMO8,”Lisbon,Portugal,June1-5,2009.

12.Noh,Y.,Choi,K.K., Lee,I.,andGorsich,D., “Reliability-BasedDesign

OptimizationwithConfidenceLevelusingCopulaunderInputModelUncertainty, ”

WCSMO8,Lisbon,Portugal,June1-5,2009.

13.Zhao,L.,Choi,K.K.,Lee,I.,andGorsich,D., “SequentialSampling-BasedKriging

MethodwithDynamicBasisSelection,WCSMO8,”Lisbon,Portugal,June1-5,2009.

14.Lee,I.,Choi,K.K.,andNoh,Y ., “ComparisonStudybetweenProbabilisticand

PossibilisticApproachforProblemswithCorrelatedInputandLackofInput

StatisticalInformation, 35thASME”DesignAutomationConference,SanDiego,

California,August31-September2,2009.

15.Noh,Y.,Choi,K.K., Lee,I.,Gorsich,D.,andLamb,D., “Reliability-BasedDesign

OptimizationwithConfidenceLevelusingCopulaunderInputModelUncertainty, ”

35thASMEDesignAutomationConference,SanDiego,California,August31-September2,2009.

16.Zhao,L.,Choi,K.K., Lee,I.,andDu,L., “ResponseSurfaceMethodusing

SequentialSamplingforReliability-BasedDesignOptimization,35thASMEDesign”AutomationConference,SanDiego,California,August31-September2,2009.

17.Noh,Y.,Choi,K.K., Lee,I.,Gorsich,D.,andLamb,D., “Reliability-BasedDesign

OptimizationwithConfidenceLevelforNon-GaussianDistributionsUsingBootstrap

Method,”6thChina-Japan-KoreaJointSymposiumonOptimizationofStructuraland

MechanicalSystems,Kyoto,Japan,June22-25,2010.

18.Lee,I.,Choi,K.K.,Noh,Y.,Zhao,L.,andGorsich,D., “Sampling-BasedStochastic

SensitivityAnalysisUsingScoreFunctionsforRBDOProblemswithCorrelatedRandomVariables,36th”ASMEDesignAutomationConference,Montreal,Canada,August16-18,2010.

19.Noh,Y.,Choi,K.K., Lee,I., andGorsich,D., “Reliability-BasedDesign

OptimizationwithConfidenceLevelforNon-GaussianDistributionsUsingBootstrap

Method,”36thASMEDesignAutomationConference,Montreal,Canada,August16-

18,2010.

20.Lee,I.,Choi,K.K.,andZhao,L., “Sampling-BasedRBDOUsingtheDynamic

Kriging(D-Kriging)MethodandStochasticSensitivityAnalysis, 13thAIAA/ISSMO”

MultidisciplinaryAnalysisandOptimizationConference ,FortWorth,Texas,

September13-15,2010.

21.Zhao,L.,Choi,K.K., Lee,I.,andGorsich,D., “AMetamodelingMethodUsing

DynamicKrigingandSequentialSampling, 13th”AIAA/ISSMOMultidisciplinary

AnalysisandOptimizationConference,FortWorth,Texas,September13-15,2010.

22.Zhao,L.,Choi,K.K.,Lee,I.,andGorsich,D., “ConservativeSurrogateModelusing

WeightedKriginVarianceforSampling-BasedRBDO, WCSMO9,”Shizuoka,Japan,

9

June13-17,2011.

23.Choi,K.K.,Lee,I.,Zhao,L.,Noh,Y.,Lamb,D.,andGorsich,D., “Sampling-Based

RBDOUsingStochasticSensitivityand DynamicKrigingfor BroaderArmy

Applications,NDIA”GroundVehicleSystemsEngineeringAndTechnologySymposium,Dearborn,Michigan,August9-11,2011.

24.Lee,I.,Choi,K.K.,andGorsich,D., “EquivalentStandardDeviationtoConvert

High-reliabilityModeltoLow-reliabilityModelforEfficiencyofSampling-basedRBDO,”37thASMEDesignAutomationConference,Washington,D.C.,August28-31,2011.

25.Song,H.,Choi,K.K., Lee,I.,Zhao,L.,andLamb,D., “AdaptiveVirtualSupport

VectorMachinefortheReliabilityAnalysisofHigh-DimensionalProblems, 37th ”

ASMEDesignAutomationConference,Washington,D.C.,August28-31,2011.

26.Lee,I.,Noh,Y.,andYoo,D., “ANovelSecond-OrderReliabilityMethod(SORM)

UsingNon-CentralorGeneralizedChi-SquaredDistributions,38thASME”DesignAutomationConference,Chicago,Illinois,August13-15,2012.

27.Cho,H.,Choi,K.K., Lee,I.,andGorsich,D., “ConfidenceLevelEstimationand

DesignSensitivityAnalysisforConfidence-BasedRBDO,”38thASMEDesignAutomationConference,Chicago,Illinois,August13-15,2012.

28.Song,H.,Choi,K.K., Lee,I.,Zhao,L.,andGorsich,D., “Sampling-basedRBDO

UsingStochasticSensitivity-basedAnalysisandVirtualSupport,38thASMEDesign”AutomationConference,Chicago,Illinois,August13-15,2012.

29.Yoo,D.,Lee,I.,andCho,H., “ProbabilisticSensitivityAnalysisforNovelSecond-

OrderReliabilityMethodusingGeneralizedChi-SquaredDistribution,WCSMO10,”Orlando,Florida,May19-24,2013.

30.Shin,J.,andLee,I., “Reliability-BasedDesignOptimizationofHighwayHorizontal

CurvesBasedonfirst-OrderReliabilityMethod, WCSMO10,”Orlando,Florida,May

19-24,2013.

31.Yoo,D.,and Lee,I., “Sampling-BasedApproachforDesignOptimizationinthe

PresenceofIntervalVariables,WCSMO10,”Orlando,Florida,May19-24,2013.

32.Shin,J.,andLee,I., “First-OrderReliabilityAnalysisofVehicleSafetyinHighway

HorizontalCurves, 39th”ASMEDesignAutomationConference,Portland,Oregon,

August4-7,2013.

33.Yoo,D.,and Lee,I., “Sampling-basedApproachforDesignOptimizationinthe

PresenceofIntervalVariables,39thASME”DesignAutomationConference,Portland,Oregon,August4-7,2013.

34.Yoon,G.,Hur,J., Lee,I.,andYoun,S., “EfficiencyImpro