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Gaussian processes with built-in dimensionality reduction: Applications to high-dimensional uncertainty propagation

EngineeringBuilt-in Dimensionality ReductionData ScienceHigh-dimensional MethodUncertainty QuantificationGaussian ProcessHigh-dimensional Uncertainty PropagationInverse ProblemsDimensionality ReductionNonlinear Dimensionality ReductionSignal Processing