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

Download Spin Glass Theory And Far Beyond: Replica Symmetry Breaking After 40 Years Book in PDF, Epub and Kindle

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

Download Spin Glass Theory and Far Beyond Book in PDF, Epub and Kindle

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

Download Spin Glass Theory And Beyond: An Introduction To The Replica Method And Its Applications Book in PDF, Epub and Kindle

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

An Introduction To The Theory Of Spin Glasses And Neural Networks
Author: V Dotsenko
Publisher: World Scientific
Total Pages: 166
Release: 1995-01-16
Genre: Science
ISBN: 9814501654

Download An Introduction To The Theory Of Spin Glasses And Neural Networks Book in PDF, Epub and Kindle

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.

Perspectives on Spin Glasses

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

Download Perspectives on Spin Glasses Book in PDF, Epub and Kindle

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

Spin Glasses and Other Frustrated Systems

Spin Glasses and Other Frustrated Systems
Author: Debashish Chowdhury
Publisher: Princeton University Press
Total Pages: 400
Release: 2014-07-14
Genre: Science
ISBN: 1400858860

Download Spin Glasses and Other Frustrated Systems Book in PDF, Epub and Kindle

Debashish Chowdhury's critical review of more than a thousand papers not only identifies the complexities involved in the theoretical understanding of the real spin glasses but also explains the physical concepts and the mathematical formalisms that have been used successfully in solving the infiniterange model. Originally published in 1987. The Princeton Legacy Library uses the latest print-on-demand technology to again make available previously out-of-print books from the distinguished backlist of Princeton University Press. These editions preserve the original texts of these important books while presenting them in durable paperback and hardcover editions. The goal of the Princeton Legacy Library is to vastly increase access to the rich scholarly heritage found in the thousands of books published by Princeton University Press since its founding in 1905.

Phases of Matter and their Transitions

Phases of Matter and their Transitions
Author: Gijsbertus de With
Publisher: John Wiley & Sons
Total Pages: 709
Release: 2024-01-29
Genre: Science
ISBN: 3527350314

Download Phases of Matter and their Transitions Book in PDF, Epub and Kindle

Phases of Matter and their Transitions An all-in-one, comprehensive take on matter and its phase properties In Phases of Matter and their Transitions, accomplished materials scientist Dr. Gijsbertus de With delivers an accessible textbook for advanced students in the molecular sciences. It offers a balanced and self-contained treatment of the thermodynamic and structural aspects of phases and the transitions between them, covering solids, liquids, gases, and their interfaces. The book lays the groundwork to describe particles and their interactions from the perspective of classical and quantum mechanics and compares phenomenological and statistical thermodynamics. It also examines materials with special properties, like glasses, liquid crystals, and ferroelectrics. The author has included an extensive appendix with a guide to the mathematics and theoretical models employed in this resource. Readers will also find: Thorough introductions to classical and quantum mechanics, intermolecular interactions, and continuum mechanics Comprehensive explorations of thermodynamics, gases, liquids, and solids Practical discussions of surfaces, including their general aspects for solids and liquids Fulsome treatments of discontinuous and continuous transitions, including discussions of irreversibility and the return to equilibrium Perfect for advanced students in chemistry and physics, Phases of Matter and their Transitions will also earn a place in the libraries of students of materials science.

Spin Glasses

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

Download Spin Glasses Book in PDF, Epub and Kindle

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

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

Download Statistical Physics of Spin Glasses and Information Processing Book in PDF, Epub and Kindle

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