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

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Release : 2023-07-26
Genre : Science
Kind : eBook
Book Rating : 936/5 ( reviews)

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Book Synopsis Spin Glass Theory And Far Beyond: Replica Symmetry Breaking After 40 Years by : Patrick Charbonneau

Download or read book Spin Glass Theory And Far Beyond: Replica Symmetry Breaking After 40 Years written by Patrick Charbonneau. This book was released on 2023-07-26. Available in PDF, EPUB and Kindle. Book excerpt: 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: Replica Symmetry Breaking After 40 Years

Download Spin Glass Theory and Far Beyond: Replica Symmetry Breaking After 40 Years PDF Online Free

Author :
Release : 2023-07-27
Genre : Science
Kind : eBook
Book Rating : 871/5 ( reviews)

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Book Synopsis Spin Glass Theory and Far Beyond: Replica Symmetry Breaking After 40 Years by : Patrick Charbonneau

Download or read book Spin Glass Theory and Far Beyond: Replica Symmetry Breaking After 40 Years written by Patrick Charbonneau. This book was released on 2023-07-27. Available in PDF, EPUB and Kindle. Book excerpt:

Spin Glass Theory and Far Beyond

Download Spin Glass Theory and Far Beyond PDF Online Free

Author :
Release : 2023
Genre : Computational complexity
Kind : eBook
Book Rating : 926/5 ( reviews)

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Book Synopsis Spin Glass Theory and Far Beyond by : Patrick Charbonneau

Download or read book Spin Glass Theory and Far Beyond written by Patrick Charbonneau. This book was released on 2023. Available in PDF, EPUB and Kindle. Book excerpt:

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

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Author :
Release : 1987-11-01
Genre : Science
Kind : eBook
Book Rating : 914/5 ( reviews)

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Book Synopsis Spin Glass Theory And Beyond: An Introduction To The Replica Method And Its Applications by : Marc Mezard

Download or read book Spin Glass Theory And Beyond: An Introduction To The Replica Method And Its Applications written by Marc Mezard. This book was released on 1987-11-01. Available in PDF, EPUB and Kindle. Book excerpt: 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.

An Introduction To The Theory Of Spin Glasses And Neural Networks

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Author :
Release : 1995-01-16
Genre : Science
Kind : eBook
Book Rating : 654/5 ( reviews)

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Book Synopsis An Introduction To The Theory Of Spin Glasses And Neural Networks by : V Dotsenko

Download or read book An Introduction To The Theory Of Spin Glasses And Neural Networks written by V Dotsenko. This book was released on 1995-01-16. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to describe in simple terms the new area of statistical mechanics known as spin-glasses, encompassing systems in which quenched disorder is the dominant factor. The book begins with a non-mathematical explanation of the problem, and the modern understanding of the physics of the spin-glass state is formulated in general terms. Next, the 'magic' of the replica symmetry breaking scheme is demonstrated and the physics behind it discussed. Recent experiments on real spin-glass materials are briefly described to demonstrate how this somewhat abstract physics can be studied in the laboratory. The final chapters of the book are devoted to statistical models of neural networks.The material here is self-contained and should be accessible to students with a basic knowledge of theoretical physics and statistical mechanics. It has been used for a one-term graduate lecture course at the Landau Institute for Theoretical Physics.

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