دانلود کتاب Computational Statistical Physics

Name: Computational Statistical Physics
Availability: InStock
Author: Hans J. Herrmann
ISBN: 1108841422,9781108841429

by Hans J. Herrmann, Lucas Böttcher

عنوان فارسی: فیزیک آماری محاسباتی
ناشر: Cambridge University Press
سال: 2021
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 275-272
شابک: 1108841422,9781108841429
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 38.85 مگابایت

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جزییات کتاب

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.