Computational Statistical Physics
Book Details
Format
Hardback or Cased Book
ISBN-10
1108841422
ISBN-13
9781108841429
Publisher
Cambridge University Press
Imprint
Cambridge University Press
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Aug 26th, 2021
Print length
268 Pages
Weight
760 grams
Dimensions
20.80 x 25.90 x 2.40 cms
Product Classification:
Mathematical modellingStatistical physicsMathematical & statistical software
Ksh 11,400.00
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Detailed and pedagogical account of computational statistical physics, this book covers both theoretical foundations of equilibrium and non-equilibrium statistical physics, and also modern, computational applications. The accessible and self-contained approach adopted by the authors makes this book suitable for teaching courses at graduate level.
Providing a detailed and pedagogical account of the rapidly-growing field of computational statistical physics, this book covers both the theoretical foundations of equilibrium and non-equilibrium statistical physics, and also modern, computational applications such as percolation, random walks, magnetic systems, machine learning dynamics, and spreading processes on complex networks. A detailed discussion of molecular dynamics simulations is also included, a topic of great importance in biophysics and physical chemistry. The accessible and self-contained approach adopted by the authors makes this book suitable for teaching courses at graduate level, and numerous worked examples and end of chapter problems allow students to test their progress and understanding.
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