Computational Statistical Physics – eBook

Providing a detailed and pedagogical account of the rapidly-growing field of computational statistical physics, this ebook, Computational Statistical Physics (PDF), 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 are 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 the graduate level. Numerous worked examples and end-of-chapter problems allow students to test their progress and understanding.

978-1108841429, 978-1108896658

NOTE: This sale only includes the ebook Computational Statistical Physics in PDF. No access codes or other material included.