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Surrogate modeling of high-dimensional problems via data-driven polynomial chaos expansions and sparse partial least square

Numerical AnalysisMathematical ProgrammingSparse RepresentationEngineeringHigh-dimensional MethodHigh-dimensional ProblemsSurrogate ModelingRegularization (Mathematics)Inverse ProblemsMultivariate ApproximationData Surrogate