BOOK-CHAPTER

Diffusion Monte Carlo

Tao Pang

Year: 2016 Morgan & Claypool Publishers eBooks Pages: 4-1   Publisher: Morgan & Claypool Publishers

Abstract

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 discussion 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 analysed and studied in detail. The book includes exercises to help digest the materials covered. It can be used as a tutorial to learn the discussion and path-integral Monte Carlo or a recipe for developing new research in the reader's own area. Two complete Java programs, one for the discussion 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.

Keywords:
Monte Carlo method Statistical physics Diffusion Kinetic Monte Carlo Physics Mathematics Statistics Thermodynamics

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Topics

Quantum, superfluid, helium dynamics
Physical Sciences →  Physics and Astronomy →  Atomic and Molecular Physics, and Optics
Physics of Superconductivity and Magnetism
Physical Sciences →  Physics and Astronomy →  Condensed Matter Physics

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