A Guide to Monte Carlo Simulations in Statistical Physics(English, Hardcover, Landau David)

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A Guide to Monte Carlo Simulations in Statistical Physics(English, Hardcover, Landau David) is written by Landau David and published by Cambridge University Press. It's available with International Standard Book Number or ISBN identification 110849014X (ISBN 10) and 9781108490146 (ISBN 13).

Dealing with all aspects of Monte Carlo simulation of complex physical systems encountered in condensed matter physics and statistical mechanics, this book provides an introduction to computer simulations in physics. The 5th edition contains extensive new material describing numerous powerful algorithms and methods that represent recent developments in the field. New topics such as active matter and machine learning are also introduced. Throughout, there are many applications, examples, recipes, case studies, and exercises to help the reader fully comprehend the material. This book is ideal for graduate students and researchers, both in academia and industry, who want to learn techniques that have become a third tool of physical science, complementing experiment and analytical theory.