| Dewey Class |
515.353 |
| Title |
Uncertainty Quantification for Hyperbolic and Kinetic Equations ([EBook]) / edited by Shi Jin, Lorenzo Pareschi. |
| Added Personal Name |
Jin, Shi editor. |
| Pareschi, Lorenzo editor. |
| Other name(s) |
SpringerLink (Online service) |
| Publication |
Cham : : Springer International Publishing : : Imprint: Springer, , 2017. |
| Physical Details |
IX, 277 p. 76 illus., 68 illus. in color. : online resource. |
| Series |
SEMA SIMAI Springer series 2199-3041 ; ; 14 |
| ISBN |
9783319671109 |
| Summary Note |
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.: |
| Contents note |
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. |
| System details note |
Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users) |
| Internet Site |
http://dx.doi.org/10.1007/978-3-319-67110-9 |
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