Monte Carlo Simulation in Statistical Physics : An Introduction. 5th ed. 2010

種類:

電子ブック

責任表示:

by Kurt Binder, Dieter W. Heermann

出版情報:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010

著者名:

• Binder, Kurt.
• Heermann, Dieter W.
• SpringerLink (Online service)

シリーズ名:

Graduate Texts in Physics ;

ISBN:

9783642031632 [3642031633]    

注記:

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.
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

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