Uncertainty Quantification for Hyperbolic and Kinetic Equations
Nonfiction, Science & Nature, Mathematics, Differential Equations, Counting & Numeration
| Author: | ISBN: | 9783319671109 | |
| Publisher: | Springer International Publishing | Publication: | March 20, 2018 |
| Imprint: | Springer | Language: | English |
| Author: | |
| ISBN: | 9783319671109 |
| Publisher: | Springer International Publishing |
| Publication: | March 20, 2018 |
| Imprint: | Springer |
| Language: | English |
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 methods. The interest in these topics is rapidly growing, as their applications have now expanded to many areas in engineering, physics, biology and the social sciences. Accordingly, the book provides the scientific community with a topical overview of the latest research efforts.
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 methods. The interest in these topics is rapidly growing, as their applications have now expanded to many areas in engineering, physics, biology and the social sciences. Accordingly, the book provides the scientific community with a topical overview of the latest research efforts.
