Publication | Open Access

An active-learning algorithm that combines sparse polynomial chaos expansions and bootstrap for structural reliability analysis

Nonlinear System IdentificationReliability EngineeringEngineeringMachine LearningApproximation TheoryUncertainty QuantificationStructural Health MonitoringDynamic AnalysisSystems EngineeringActive-learning AlgorithmStructural ReliabilityReliability PredictionStructural OptimizationStructural MechanicsFunctional Data AnalysisStructural Reliability AnalysisStructural Identification