Uncertainty Quantification for Hyperbolic and Kinetic Equations

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Jin, Shi (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Pareschi, Lorenzo (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Έκδοση: 1st ed. 2017.
• Σειρά: SEMA SIMAI Springer Series, 14
• Θέματα: Partial differential equations.; Computer mathematics.; Applied mathematics.; Engineering mathematics.; Physics.; Mathematics.; Social sciences.; Partial Differential Equations.; Computational Mathematics and Numerical Analysis.; Mathematical and Computational Engineering.; Numerical and Computational Physics, Simulation.; Mathematics in the Humanities and Social Sciences.
• Φυσική περιγραφή: IX, 277 p. 76 illus., 68 illus. in color. online resource.
• ISBN: 9783319671109
• ISSN: 2199-3041 ;
• DOI: 10.1007/978-3-319-67110-9

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.