A Guide to Monte Carlo Simulations in Statistical Physics
(Sprache: Englisch)
Textbook for graduate students and researchers who use computer simulations in their research.
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Produktinformationen zu „A Guide to Monte Carlo Simulations in Statistical Physics “
Textbook for graduate students and researchers who use computer simulations in their research.
Klappentext zu „A Guide to Monte Carlo Simulations in Statistical Physics “
This edition deals with the Monte Carlo simulation of complex physical systems encountered in condensed-matter physics, statistical mechanics, and related fields. It contains many applications, examples, and exercises to help the reader. It is an excellent guide for graduate students and researchers who use computer simulations in their research.
Inhaltsverzeichnis zu „A Guide to Monte Carlo Simulations in Statistical Physics “
Form the contents:1. Introduction
2. Some necessary background
3. Simple sampling Monte Carlo methods
4. Importance sampling Monte Carlo methods
5. More on importance sampling Monte Carlo method for lattice systems
6. Off-lattice models
7. Reweighting methods
8. Quantum Monte Carlo methods
9. Monte Carlo Renormalization Group methods
10. Non-equilibrium and irreversible processes
11. Lattice gauge models, a brief introduction
12. A brief review of other methods of computer simulation
13. Monte Carlo methods outside of physics
14. Outlook.
Autoren-Porträt von David P. Landau, Kurt Binder
David P. Landau is the Distinguished Professor of Physics and Director of the Center for Simulational Physics at the University of Georgia.
Bibliographische Angaben
- Autoren: David P. Landau , Kurt Binder
- 2005, 2nd ed., 432 Seiten, Maße: 17,5 x 25,5 cm, Gebunden, Englisch
- Verlag: Cambridge University Press
- ISBN-10: 0521842387
- ISBN-13: 9780521842389
Sprache:
Englisch
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