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- 2005930798 abstract "This introductory book on probability-based modeling covers basic stochastic tools used in physics, chemistry, engineering and the life sciences. The topics 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.".
- 2005930798 contributor B10398654.
- 2005930798 contributor B10398655.
- 2005930798 created "c2006.".
- 2005930798 date "2006".
- 2005930798 date "c2006.".
- 2005930798 dateCopyrighted "c2006.".
- 2005930798 description "Includes bibliographical references and index.".
- 2005930798 description "This introductory book on probability-based modeling covers basic stochastic tools used in physics, chemistry, engineering and the life sciences. The topics 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.".
- 2005930798 extent "viii, 147 p. ;".
- 2005930798 identifier "0387280804 (pbk.)".
- 2005930798 identifier "0387280812 (e-ISBN)".
- 2005930798 identifier "9780387280806 (pbk.)".
- 2005930798 identifier 2005930798-d.html.
- 2005930798 identifier 2005930798.html.
- 2005930798 isPartOf "Surveys and tutorials in the applied mathematical sciences ; 1".
- 2005930798 issued "2006".
- 2005930798 issued "c2006.".
- 2005930798 language "eng".
- 2005930798 publisher "New York : Springer,".
- 2005930798 subject "519.2/3 22".
- 2005930798 subject "QA274 .C456 2006".
- 2005930798 subject "Stochastic processes.".
- 2005930798 title "Stochastic tools in mathematics and science / Alexandre J. Chorin, Ole H. Hald.".
- 2005930798 type "text".