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A guide to Monte Carlo simulations in statistical physics / David P. Landau, Kurt Binder.

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Format:
Book
Author/Creator:
Landau, David P.
Contributor:
Binder, K. (Kurt), 1944-
Language:
English
Subjects (All):
Monte Carlo method.
Statistical physics.
Physical Description:
1 online resource (398 p.)
Edition:
1st ed.
Other Title:
Monte Carlo simulations in statistical physics
Place of Publication:
Cambridge ; New York : Cambridge University Press, c2000.
Language Note:
English
Summary:
This book deals with all aspects of Monte Carlo simulation of complex physical systems encountered in condensed-matter physics and statistical mechanics as well as in related fields, for example polymer science and lattice gauge theory. It includes many applications, examples, and exercises throughout.
Contents:
Preliminaries; Contents; Preface; 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 methods 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 view of other methods of computer simulation; 13 Outlook; Appendix; Index
Notes:
Description based upon print version of record.
Includes bibliographical references and index.
ISBN:
0-511-15122-5
0-511-04837-8
OCLC:
475870455

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