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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Dordrecht :
Springer Netherlands : Imprint: Springer,
2010.
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| Edición: | 1st ed. 2010. |
| Colección: | Scientific Computation,
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| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- 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.