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Automatic selection of basis-adaptive sparse polynomial chaos expansions for engineering applications

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Publication:5052488
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zbMath1498.62012arXiv2009.04800MaRDI QIDQ5052488

Stefano Marelli, Bruno Sudret, Nora Lüthen

Publication date: 24 November 2022

Full work available at URL: https://arxiv.org/abs/2009.04800



Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Numerical optimization and variational techniques (65K10)


Related Items (5)

Nonlinear approximation in bounded orthonormal product bases ⋮ A novel sparse polynomial chaos expansion technique with high adaptiveness for surrogate modelling ⋮ Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator: concept for bias correction, assessment of surrogate reliability and its application to the carbon dioxide benchmark ⋮ Classifier-based adaptive polynomial chaos expansion for high-dimensional uncertainty quantification ⋮ A spectral surrogate model for stochastic simulators computed from trajectory samples




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