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 methods.

Aceasta carte exploreaza progresele recente in cuantificarea incertitudinii pentru problemele hiperbolice, cinetice si conexe. Contributiile abordeaza o serie de aspecte diferite, inclusiv: extinderi ale haosului polinomial, metode de perturbare, metode Monte Carlo pe mai multe niveluri, esantionare de importanta si metode de moment.