Uncertainty Quantification for Hyperbolic and Kinetic Equations
This book explores recent advances in uncertainty quantification for hyperbolic, kinetic, and related problems. The contributions address a range of different aspects, including: polynomial chaos expansions, perturbation methods, multi-level Monte Carlo methods, importance sampling, and moment metho...
Συγγραφή απο Οργανισμό/Αρχή: | |
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Άλλοι συγγραφείς: | , |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Cham :
Springer International Publishing : Imprint: Springer,
2017.
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Έκδοση: | 1st ed. 2017. |
Σειρά: | SEMA SIMAI Springer Series,
14 |
Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- 1 The Stochastic Finite Volume Method
- 2 Uncertainty Modeling and Propagation in Linear Kinetic Equations
- 3 Numerical Methods for High-Dimensional Kinetic Equations
- 4 From Uncertainty Propagation in Transport Equations to Kinetic Polynomials
- 5 Uncertainty Quantification for Kinetic Models in Socio-Economic and Life Sciences
- 6 Uncertainty Quantification for Kinetic Equations
- 7 Monte-Carlo Finite-Volume Methods in Uncertainty Quantification for Hyperbolic Conservation Laws.