Robust and efficient uncertainty quantification for extreme events that deviate significantly from the training dataset using polynomial chaos-kriging
Vinh Ngoc Tran, Jongho Kim
Topics & Concepts
KrigingUncertainty quantificationSurrogate modelPolynomial chaosPredictabilityComputer scienceGLUEGaussian processSurrogate dataFlood mythVariance (accounting)StatisticsMathematicsGaussianMonte Carlo methodNonlinear systemTheologyPhilosophyPhysicsQuantum mechanicsBusinessAccountingComposite materialMaterials scienceHydrology and Watershed Management StudiesFlood Risk Assessment and ManagementHydrology and Drought Analysis