Introduction to Uncertainty Quantification

Introduction to Uncertainty Quantification

Sullivan, T.J.

Springer International Publishing AG

03/2019

342

Mole

Inglês

9783319794785

15 a 20 dias

545

Descrição não disponível.
Introduction.- Measure and Probability Theory.- Banach and Hilbert Spaces.- Optimization Theory.- Measures of Information and Uncertainty.- Bayesian Inverse Problems.- Filtering and Data Assimilation.- Orthogonal Polynomials and Applications.- Numerical Integration.- Sensitivity Analysis and Model Reduction.- Spectral Expansions.- Stochastic Galerkin Methods.- Non-Intrusive Methods.- Distributional Uncertainty.- References.- Index.
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Computational probability;Distributional robustness;Inverse Problems;Model order reduction;Sensitivity analysis;Spectral expansions;Uncertainty Quantification