Spectral methods for uncertainty quantification : with applications to computational fluid dynamics
This book presents applications of spectral methods to problems of uncertainty propagation and quantification in model-based computations, focusing on the computational and algorithmic features of these methods most useful in dealing with models based on partial differential equations, in particular...
Salvato in:
| Autori principali: | , |
|---|---|
| Natura: | Livre numérique |
| Lingua: | Anglais |
| Pubblicazione: |
Dordrecht :
Springer Netherlands : Springer e-books
[20..].
Cham : Springer Nature |
| Serie: | Scientific Computation
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| Accesso online: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Spectral methods for uncertainty quantification, with applications to computational fluid dynamics, O. P. Le Maître, O. M. Knio, 2010, Dordrecht, Springer, 1 vol. (XVI-536 p.), Scientific computation, 978-90-481-3519-6 |
Sommario:
- Introduction: Uncertainty Quantification and Propagation Basic Formulations Spectral Expansions Non-intrusive Methods Galerkin Methods Detailed Elementary Applications Application to Navier-Stokes Equations Advanced topics Solvers for Stochastic Galerkin Problems Wavelet and Multiresolution Analysis Schemes Adaptive Methods Epilogue