| 书目名称 | Spectral Methods for Uncertainty Quantification |
| 副标题 | With Applications to |
| 编辑 | O. P. Le Maître,Omar M. Knio |
| 视频video | |
| 概述 | Application-oriented introduction into spectral methods for uncertainty propagation and quantification in model-based computations..With carefully selected examples on incompressible vortex-dominated |
| 丛书名称 | Scientific Computation |
| 图书封面 |  |
| 描述 | This book deals with the application of spectral methods to problems of uncertainty propagation and quanti?cation in model-based computations. It speci?cally focuses on computational and algorithmic features of these methods which are most useful in dealing with models based on partial differential equations, with special att- tion to models arising in simulations of ?uid ?ows. Implementations are illustrated through applications to elementary problems, as well as more elaborate examples selected from the authors’ interests in incompressible vortex-dominated ?ows and compressible ?ows at low Mach numbers. Spectral stochastic methods are probabilistic in nature, and are consequently rooted in the rich mathematical foundation associated with probability and measure spaces. Despite the authors’ fascination with this foundation, the discussion only - ludes to those theoretical aspects needed to set the stage for subsequent applications. The book is authored by practitioners, and is primarily intended for researchers or graduate students in computational mathematics, physics, or ?uid dynamics. The book assumes familiarity with elementary methods for the numerical solution of time-depend |
| 出版日期 | Book 2010 |
| 关键词 | CFD book; Navier-Stokes equation; algorithms fluid dynamics; application spectral methods; computational |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-90-481-3520-2 |
| isbn_softcover | 978-94-007-3192-9 |
| isbn_ebook | 978-90-481-3520-2Series ISSN 1434-8322 Series E-ISSN 2198-2589 |
| issn_series | 1434-8322 |
| copyright | Springer Science+Business Media B.V. 2010 |
发表于 2025-3-21 16:52:36
