Uncertainty Quantification for Hyperbolic and Kinetic Equations

Beschreibung

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.

The first-ever book on kinetic equations

Presents several different approaches by top authors in the field

Autor*in

Shi Jin

Themen in »Uncertainty Quantification for Hyperbolic and Kinetic Equations«

Kinetic equations Hyperbolic equations Uncertainty quantification Galerkin methods Monte Carlo methods partial differential equations

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