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Monte Carlo simulation in statistical physics

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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. This fourth edition has been updated and a new chapter on Monte Carlo simulation of quantum-mechanical problems has been added. Prof. Binder was the winner of the Berni J. Alder CECAM Award for Computational Physics 2001.

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Monte Carlo simulation in statistical physics, Kurt Binder

Język
Rok wydania
2002
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(miękka)
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Tytuł
Monte Carlo simulation in statistical physics
Język
angielski
Wydawca
Springer
Rok wydania
2002
Oprawa
miękka
ISBN10
3540432213
ISBN13
9783540432210
Seria
Ocena
4 z 5
Opis
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. This fourth edition has been updated and a new chapter on Monte Carlo simulation of quantum-mechanical problems has been added. Prof. Binder was the winner of the Berni J. Alder CECAM Award for Computational Physics 2001.