Computational Statistical Physics (Hardcover)

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.

General

Imprint:	Cambridge UniversityPress
Country of origin:	United Kingdom
Release date:	August 2021
Authors:	Lucas Boettcher • Hans J. Herrmann
Dimensions:	260 x 208 x 20mm (L x W x T)
Format:	Hardcover
Pages:	268
ISBN-13:	978-1-108-84142-9
Categories:	Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematical modelling Books > Science & Mathematics > Physics > Thermodynamics & statistical physics > Statistical physics Books > Computing & IT > Computer software packages > Other software packages > Mathematical & statistical software
LSN:	1-108-84142-2
Barcode:	9781108841429

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