Statistical Mechanics

Algorithms and Computations

Krauth

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English

Oxford University Press
01 August 2006

Mathematics & Sciences; Statistical physics; Algorithms & data structures

Series: Oxford Master Series in Physics

This book discusses the computational approach in modern statistical physics in a clear and accessible way and demonstrates its close relation to other approaches in theoretical physics. Individual chapters focus on subjects as diverse as the hard sphere liquid, classical spin models, single quantum particles and Bose-Einstein condensation. Contained within the chapters are in-depth discussions of algorithms, ranging from basic enumeration methods to modern Monte Carlo techniques. The emphasis is on orientation, with discussion of implementation details kept to a minimum. Illustrations, tables and concise printed algorithms convey key information, making the material very accessible. The book is completely self-contained and graphs and tables can readily be reproduced, requiring minimal computer code. Most sections begin at an elementary level and lead on to the rich and difficult problems of contemporary computational and statistical physics. The book will be of interest to a wide range of students, teachers and researchers in physics and the neighbouring sciences. An accompanying CD allows incorporation of the book's content (illustrations, tables, schematic programs) into the reader's own presentations.

By: Krauth
Imprint: Oxford University Press
Country of Publication: United Kingdom
Volume: No. 13
Dimensions: Height: 246mm, Width: 189mm, Spine: 18mm
Weight: 839g
ISBN: 9780198515364
ISBN 10: 0198515367
Series: Oxford Master Series in Physics
Pages: 360
Publication Date: 01 August 2006
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

1: Monte Carlo Methods 2: Hard Disks and Spheres 3: Density Matrices and Path Integrals 4: The Bose Gas 5: Order and Disorder in Spin Systems 6: Entropic Forces 7: Dynamic Monte-Carlo Methods

Reviews for Statistical Mechanics: Algorithms and Computations

`... a very timely topic. The role of computation in statistical mechanics is increasingly important, ... the inclusion of non-equilibrium problems, quantum systems, and the Bose gas brings this volume bang up to date.' John Cardy, University of Oxford `... timely and fascinating, ... with a very attractive focus on the structure and efficiency of algorithms.' Paul Goldbart, University of Illinois at Urbana-Champaign