Spin Glass Theory And Far Beyond: Replica Symmetry Breaking After 40 Years

Spin Glass Theory And Far Beyond: Replica Symmetry Breaking After 40 Years
Author: Patrick Charbonneau
Publisher: World Scientific
Total Pages: 740
Release: 2023-07-26
Genre: Science
ISBN: 9811273936

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About sixty years ago, the anomalous magnetic response of certain magnetic alloys drew the attention of theoretical physicists. It soon became clear that understanding these systems, now called spin glasses, would give rise to a new branch of statistical physics. As physical materials, spin glasses were found to be as useless as they were exotic. They have nevertheless been recognized as paradigmatic examples of complex systems with applications to problems as diverse as neural networks, amorphous solids, biological molecules, social and economic interactions, information theory and constraint satisfaction problems.This book presents an encyclopaedic overview of the broad range of these applications. More than 30 contributions are compiled, written by many of the leading researchers who have contributed to these developments over the last few decades. Some timely and cutting-edge applications are also discussed. This collection serves well as an introduction and summary of disordered and glassy systems for advanced undergraduates, graduate students and practitioners interested in the topic.

Spin Glass Theory and Far Beyond

Spin Glass Theory and Far Beyond
Author: Patrick Charbonneau
Publisher:
Total Pages: 0
Release: 2023
Genre: Computational complexity
ISBN: 9789811273926

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Spin Glass Theory And Beyond: An Introduction To The Replica Method And Its Applications

Spin Glass Theory And Beyond: An Introduction To The Replica Method And Its Applications
Author: Marc Mezard
Publisher: World Scientific Publishing Company
Total Pages: 477
Release: 1987-11-01
Genre: Science
ISBN: 9813103914

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This book contains a detailed and self-contained presentation of the replica theory of infinite range spin glasses. The authors also explain recent theoretical developments, paying particular attention to new applications in the study of optimization theory and neural networks. About two-thirds of the book are a collection of the most interesting and pedagogical articles on the subject.

Spin Glasses

Spin Glasses
Author: K. H. Fischer
Publisher: Cambridge University Press
Total Pages: 404
Release: 1993-05-27
Genre: Science
ISBN: 9780521447775

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A comprehensive account of the theory, experimental work and computer modelling of spin glasses.

On spin glass theory beyond mean field

On spin glass theory beyond mean field
Author: Domenico M. Carlucci
Publisher: Edizioni della Normale
Total Pages: 163
Release: 1998-10-01
Genre: Science
ISBN: 9788876422768

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Spin glass theory is really one of the most fascinating and appealing topics in theoretical and statistical physics. Since the oldest paper in 1959, such systems, which appearently are neither ferromagnetic nor antiferromagnetic, have been studied far and wide, but a full and complete understanding of the transition of disordered systems is still missing. The physical reason of their complexity is that the free energy at low temperature occurs as a rough landscape with a huge number of metastable states and the conventional statistical techniques fail.

Spin Glasses and Related Problems

Spin Glasses and Related Problems
Author: V. S. Dotsenko
Publisher: CRC Press
Total Pages: 266
Release: 1990
Genre: Science
ISBN: 9783718650392

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Three scientists from the L.D. Landau Institute of Theoretical Physics, Moscow, review recent developments in the theory of spin glasses and related strongly disordered systems. They discuss in particular the problems of irreversibility and nonergodicity in the framework of the mean field theory, a phase transition in three- dimensional spin glasses, and glass-like systems with hidden correlations. Addressed to researchers in theoretical physics. Book club price $59. Annotation copyrighted by Book News, Inc., Portland, OR

Perspectives on Spin Glasses

Perspectives on Spin Glasses
Author: Pierluigi Contucci
Publisher: Cambridge University Press
Total Pages: 219
Release: 2013
Genre: Science
ISBN: 0521763347

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Presenting and developing the theory of spin glasses for mathematical physicists and probabilists working in disordered systems.

Statistical Physics of Spin Glasses and Information Processing

Statistical Physics of Spin Glasses and Information Processing
Author: Hidetoshi Nishimori
Publisher: Clarendon Press
Total Pages: 264
Release: 2001
Genre: Computers
ISBN: 9780198509400

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This superb new book is one of the first publications in recent years to provide a broad overview of this interdisciplinary field. Most of the book is written in a self contained manner, assuming only a general knowledge of statistical mechanics and basic probabilty theory . It provides the reader with a sound introduction to the field and to the analytical techniques necessary to follow its most recent developments