An introduction to stochastic processes in physics: containing "On the theory of Brownian motion" by Paul Langevin, translated by Anthony Gythiel

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Johns Hopkins University Press, May 17, 2002 - Mathematics - 110 pages
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This book provides an accessible introduction to stochastic processes in physics and describes the basic mathematical tools of the trade: probability, random walks, and Wiener and Ornstein-Uhlenbeck processes. It includes end-of-chapter problems and emphasizes applications. An Introduction to Stochastic Processes in Physics builds directly upon early-twentieth-century explanations of the "peculiar character in the motions of the particles of pollen in water" as described, in the early nineteenth century, by the biologist Robert Brown. Lemons has adopted Paul Langevin's 1908 approach of applying Newton's second law to a "Brownian particle on which the total force included a random component" to explain Brownian motion. This method builds on Newtonian dynamics and provides an accessible explanation to anyone approaching the subject for the first time. Students will find this book a useful aid to learning the unfamiliar mathematical aspects of stochastic processes while applying them to physical processes that he or she has already encountered.

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Contents

Expected Values
7
Random Steps
17
Continuous Random Variables
23
Copyright

12 other sections not shown

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About the author (2002)

Don S. Lemons is a professor of physics at Bethel College in Kansas and consults at Los Alamos National Laboratory.

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