Advertisement

Monte Carlo Simulation in Statistical Physics

An Introduction

  • Kurt Binder
  • Dieter W. Heermann

Part of the Graduate Texts in Physics book series (GTP)

Table of contents

  1. Front Matter
    Pages i-xvii
  2. Learning the Basic Tools

    1. Front Matter
      Pages 5-5
    2. Kurt Binder, Dieter W. Heermann
      Pages 71-112
  3. Survey of More Advanced Simulation Methods

    1. Front Matter
      Pages 113-113
    2. Kurt Binder, Dieter W. Heermann
      Pages 115-134
    3. Kurt Binder, Dieter W. Heermann
      Pages 135-156
    4. Kurt Binder, Dieter W. Heermann
      Pages 157-177
    5. Kurt Binder, Dieter W. Heermann
      Pages 179-190
  4. Back Matter
    Pages 227-258

About this book

Introduction

The sixth edition of this highly successful textbook provides a detailed introduction to Monte Carlo simulation in statistical physics, which deals with the computer simulation of many-body systems in condensed matter physics and related fields of physics and beyond (traffic flows, stock market fluctuations, etc.). Using random numbers generated by a computer, these powerful simulation methods calculate probability distributions, making it possible to estimate the thermodynamic properties of various systems. The book describes the theoretical background of these methods, enabling newcomers to perform such simulations and to analyse their results. It features a modular structure, with two chapters providing a basic pedagogic introduction plus exercises suitable for university courses; the remaining chapters cover major recent developments in the field.

This edition has been updated with two new chapters dealing with recently developed powerful special algorithms and with finite size scaling tools for the study of interfacial phenomena, which are important for nanoscience. Previous editions have been highly praised and widely used by both students and advanced researchers.

Keywords

computer simulation and modeling of many-body systems Monte Carlo methods in statistical physics Monte Carlo sampling methods textbook on Monte Carlo method textbook on statistical physics quantum Monte Carlo simulation special Monte Carlo algorithms Interfacial Phenomena and Wetting

Authors and affiliations

  • Kurt Binder
    • 1
  • Dieter W. Heermann
    • 2
  1. 1.Institut für PhysikJohannes Gutenberg UniversitätMainzGermany
  2. 2.Fakultät für Physik und Astronomie, Institut für Theoretische PhysikRuprecht-Karls-Universität HeidelbergHeidelbergGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-10758-1
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Physics and Astronomy
  • Print ISBN 978-3-030-10757-4
  • Online ISBN 978-3-030-10758-1
  • Series Print ISSN 1868-4513
  • Series Online ISSN 1868-4521
  • Buy this book on publisher's site
Industry Sectors
Electronics
Energy, Utilities & Environment