Stochastic Tools in Mathematics and Science 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Chorin, Alexandre Joel/ Hald, Ole H. 作者

Springer Verlag

译者

2006-1 出版日期

155 页数

$ 45.14 价格

Pap

丛书系列

9780387280806 图书编码

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Stochastic Tools in Mathematics and Science 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Stochastic Tools in Mathematics and Science 在线电子书 pdf 下载 txt下载 epub 下载 mobi 在线电子书下载

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"Stochastic Tools in Mathematics and Science" is an introductory book on probability-based modeling. It covers basic stochastic tools used in physics, chemistry, engineering and the life sciences. The topics covered include conditional expectations, stochastic processes, Brownian motion and its relation to partial differential equations, Langevin equations, the Liouville and Fokker-Planck equations, as well as Markov chain Monte Carlo algorithms, renormalization and dimensional reduction, and basic equilibrium and non-equilibrium statistical mechanics. The applications include data assimilation, prediction from partial data, spectral analysis, and turbulence. A noteworthy feature of the book is the systematic analysis of memory effects. The presentation is mathematically attractive, and should form a useful bridge between the theoretical treatments familiar to mathematical specialists and the more practical questions raised by specific applications. The book is based on lecture notes from a class that has attracted graduate and advanced undergraduate students from mathematics and from many other science departments at the University of California, Berkeley. Each chapter is followed by exercises. The book will be useful for scientists and engineers working in a wide range of fields and applications.

Stochastic Tools in Mathematics and Science 在线电子书下载 mobi epub pdf txt 在线电子书下载

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