Stochastic Tools In Mathematics And Science / Edition 1

Stochastic Tools In Mathematics And Science / Edition 1

by Alexandre J. Chorin, Alexandre J. Chorin
     
 

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

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Overview

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.

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Product Details

ISBN-13:
9780387280806
Publisher:
Springer-Verlag New York, LLC
Publication date:
11/01/2005
Series:
Surveys and Tutorials in the Applied Mathematical Sciences Series, #1
Edition description:
New Edition
Pages:
156
Product dimensions:
0.33(w) x 6.14(h) x 9.21(d)

Related Subjects

Table of Contents

Ch. 1Preliminaries1
Ch. 2Probability17
Ch. 3Brownian motion43
Ch. 4Stationary stochastic processes71
Ch. 5Statistical mechanics97
Ch. 6Time-dependent statistical mechanics119

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