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| Titre : |
Monte carlo simulatin in statistical phusics : an introduction |
| Type de document : |
texte imprimé |
| Auteurs : |
Kurt Binder, Auteur ; Dieter W. Heermann, Auteur |
| Mention d'édition : |
fifth editon |
| Editeur : |
New York : Springer |
| Année de publication : |
2010 |
| Collection : |
Graduate Texts in Physics, ISSN 18684513 |
| Importance : |
200 p. |
| Format : |
24 cm. |
| ISBN/ISSN/EAN : |
978-3-642-03162-5 |
| Note générale : |
Index |
| Langues : |
Anglais (eng) |
| Tags : |
Monte-Carlo, Méthode de Physique statistique |
| Index. décimale : |
530.13 Mécanique statistique |
| Résumé : |
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 methodsand 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 the winner of the Berni J. Alder CECAM Award for Computational Physics 2001 as well as the Boltzmann Medal in 2007. |
Monte carlo simulatin in statistical phusics : an introduction [texte imprimé] / Kurt Binder, Auteur ; Dieter W. Heermann, Auteur . - fifth editon . - New York : Springer, 2010 . - 200 p. ; 24 cm.. - ( Graduate Texts in Physics, ISSN 18684513) . ISBN : 978-3-642-03162-5 Index Langues : Anglais ( eng)
| Tags : |
Monte-Carlo, Méthode de Physique statistique |
| Index. décimale : |
530.13 Mécanique statistique |
| Résumé : |
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 methodsand 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 the winner of the Berni J. Alder CECAM Award for Computational Physics 2001 as well as the Boltzmann Medal in 2007. |
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