Format:
1 Online-Ressource (xiii, 257 Seiten)
ISBN:
9781108882316
,
9781108841429
Content:
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.
Note:
Title from publisher's bibliographic system (viewed on 24 Aug 2021)
Additional Edition:
ISBN 9781108841429
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 9781108841429
Additional Edition:
Erscheint auch als Druck-Ausgabe Böttcher, Lucas, 1993 - Computational statistical physics Cambridge : Cambridge University Press, 2021 ISBN 9781108841429
Language:
English
Subjects:
Physics
,
Mathematics
DOI:
10.1017/9781108882316
URL:
Volltext
(lizenzpflichtig)
Author information:
Herrmann, Hans Jürgen 1954-
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