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An Introduction to Quantum Monte Carlo Methods

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This book focuses on the diffusion and path-integral quantum Monte Carlo methods in many-body physics and provides a concise but complete introduction to the Metropolis algorithm and its application...
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  • 07 December 2016
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Monte Carlo methods have been very prominent in computer simulation of various systems in physics, chemistry, biology, and materials science. This book focuses on the diffusion and path-integral quantum Monte Carlo methods in many-body physics and provides a concise but complete introduction to the Metropolis algorithm and its applications in these two techniques. To explore the schemes in clarity, several quantum many-body systems are analyzed and studied in detail. The book includes exercises to help digest the materials covered. It can be used as a tutorial to learn the diffusion and path-integral Monte Carlo or a recipe for developing new research in reader’s own area. Two complete Java programs, one for the diffusion Monte Carlo of 4He clusters on a graphite surface and the other for the path-integral Monte Carlo of cold atoms in a potential trap, are ready for download and adoption.

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Price: £25.60
Publisher: Morgan & Claypool Publishers
Imprint: Morgan & Claypool Publishers
Publication Date: 07 December 2016
ISBN: 9781681741734
Format: eBook
BISACs:

SCIENCE / Physics / General, SCIENCE / Physics / Atomic & Molecular

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Table of Contents: Preface / Acknowledgements / Author biography / Chapter 1: Introduction / Chapter 2: The Metropolis algorithm / Chapter 3: Variational Monte Carlo / Chapter 4: Diffusion Monte Carlo / Chapter 5: Path-integral Monte Carlo