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A guide to Monte Carlo simulations i...

Landau, David P.

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A guide to Monte Carlo simulations in statistical physics /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	A guide to Monte Carlo simulations in statistical physics // David P. Landau, Kurt Binder.
作者:	Landau, David P.
其他作者:	Binder, K.
出版者:	Cambridge :Cambridge University Press, : 2021,
面頁冊數:	xviii, 564 p. :ill. ;25 cm.
附註:	Previous edition: 2015.
標題:	Monte Carlo method. -
ISBN:	9781108490146

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

A guide to Monte Carlo simulations in statistical physics /David P. Landau, Kurt Binder. - 5th ed. - Cambridge :Cambridge University Press,2021 - xviii, 564 p. :ill. ;25 cm.

Previous edition: 2015.

Includes bibliographical references and index.

Dealing with all aspects of Monte Carlo simulation of complex physical systems encountered in condensed matter physics and statistical mechanics, this book provides an introduction to computer simulations in physics. The 5th edition contains extensive new material describing numerous powerful algorithms and methods that represent recent developments in the field. New topics such as active matter and machine learning are also introduced. Throughout, there are many applications, examples, recipes, case studies, and exercises to help the reader fully comprehend the material. This book is ideal for graduate students and researchers, both in academia and industry, who want to learn techniques that have become a third tool of physical science, complementing experiment and analytical theory.

ISBN: 9781108490146UK69.99Subjects--Topical Terms:

551308
Monte Carlo method.

LC Class. No.: QC174.85.M64 / L36 2021

Dewey Class. No.: 530.15/8282

A guide to Monte Carlo simulations in statistical physics /
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300 $a xviii, 564 p. : $b ill. ; $c 25 cm.
500 $a Previous edition: 2015.
504 $a Includes bibliographical references and index.
520 # $a Dealing with all aspects of Monte Carlo simulation of complex physical systems encountered in condensed matter physics and statistical mechanics, this book provides an introduction to computer simulations in physics. The 5th edition contains extensive new material describing numerous powerful algorithms and methods that represent recent developments in the field. New topics such as active matter and machine learning are also introduced. Throughout, there are many applications, examples, recipes, case studies, and exercises to help the reader fully comprehend the material. This book is ideal for graduate students and researchers, both in academia and industry, who want to learn techniques that have become a third tool of physical science, complementing experiment and analytical theory.
650 # 0 $a Monte Carlo method. $3 551308
650 # 0 $a Statistical physics. $3 536281
700 1 # $a Binder, K. $q (Kurt), $d 1944- $3 3309814