Stochastic Tools in Mathematics and Science
Stochastic Tools in Mathematics and Science 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, basic statistical mechanics, and generalized Langevin equations and the Mori-Zwanzig formalism. The applications include sampling algorithms, data assimilation, prediction from partial data, spectral analysis, and turbulence. The book is base…
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Produktdetails
Weitere Autoren: Hald, Ole H
- ISBN: 978-1-4899-9265-9
- EAN: 9781489992659
- Produktnummer: 18351258
- Verlag: Springer New York
- Sprache: Englisch
- Erscheinungsjahr: 2015
- Seitenangabe: 216 S.
- Masse: H23.5 cm x B15.5 cm x D1.1 cm 335 g
- Auflage: 3rd ed. 2013
- Abbildungen: Paperback
- Gewicht: 335
Über den Autor
Alexandre J. Chorin is a professor of mathematics at the University of California, Berkeley who works in applied mathematics. He is known for his contributions to the field of Computational fluid dynamics. Ole Hald is a professor of mathematics at the University of California, Berkeley.
6 weitere Werke von Alexandre J. Chorin:
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