Monte Carlo Simulation in Statistical Physics An Introduction
Başlık:
Monte Carlo Simulation in Statistical Physics An Introduction
ISBN:
9783642031632
Personal Author:
Edition:
5th ed. 2010.
Yayın Bilgileri:
Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
Fiziksel Tanımlama:
XIV, 202 p. online resource.
Series:
Graduate Texts in Physics,
Contents:
Introduction: Purpose and Scope of This Volume, and Some General Comments -- Theoretical Foundations of the Monte Carlo Method and Its Applications in Statistical Physics -- Guide to Practical Work with the Monte Carlo Method -- Some Important Recent Developments of the Monte Carlo Methodology -- Quantum Monte Carlo Simulations: An Introduction -- Monte Carlo Methods for the Sampling of Free Energy Landscapes.
Abstract:
Monte Carlo Simulation in Statistical Physics deals with the computer simulation of many-body systems in condensed-matter physics and related fields of physics, chemistry and beyond, to traffic flows, stock market fluctuations, etc.). Using random numbers generated by a computer, probability distributions are calculated, allowing the estimation of the thermodynamic properties of various systems. This book describes the theoretical background to several variants of these Monte Carlo methods and gives a systematic presentation from which newcomers can learn to perform such simulations and to analyze their results. The fifth edition covers Classical as well as Quantum Monte Carlo methods. Furthermore a new chapter on the sampling of free-energy landscapes has been added. To help students in their work a special web server has been installed to host programs and discussion groups (http://wwwcp.tphys.uni-heidelberg.de). Prof. Binder was awarded the Berni J. Alder CECAM Award for Computational Physics 2001 as well as the Boltzmann Medal in 2007. .
Added Author:
Ek Kurum Yazarı:
Elektronik Erişim:
Full Text Available From Springer Nature Physics and Astronomy 2010 Packages
Dil:
English