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

Published: 2023-07-26

Total Pages: 740

ISBN-13: 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 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

Published: 1987-11-01

Total Pages: 477

ISBN-13: 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.

Phases of Matter and their Transitions
Phases of Matter and their Transitions

Author: Gijsbertus de With

Publisher: John Wiley & Sons

Published: 2024-01-29

Total Pages: 709

ISBN-13: 3527350314

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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.

Statistical Physics of Spin Glasses and Information Processing
Statistical Physics of Spin Glasses and Information Processing

Author: Hidetoshi Nishimori

Publisher: Clarendon Press

Published: 2001

Total Pages: 264

ISBN-13: 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

The Sherrington-Kirkpatrick Model
The Sherrington-Kirkpatrick Model

Author: Dmitry Panchenko

Publisher: Springer Science & Business Media

Published: 2013-02-26

Total Pages: 164

ISBN-13: 1461462894

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The celebrated Parisi solution of the Sherrington-Kirkpatrick model for spin glasses is one of the most important achievements in the field of disordered systems. Over the last three decades, through the efforts of theoretical physicists and mathematicians, the essential aspects of the Parisi solution were clarified and proved mathematically. The core ideas of the theory that emerged are the subject of this book, including the recent solution of the Parisi ultrametricity conjecture and a conceptually simple proof of the Parisi formula for the free energy. The treatment is self-contained and should be accessible to graduate students with a background in probability theory, with no prior knowledge of spin glasses. The methods involved in the analysis of the Sherrington-Kirkpatrick model also serve as a good illustration of such classical topics in probability as the Gaussian interpolation and concentration of measure, Poisson processes, and representation results for exchangeable arrays.

Information, Physics, and Computation
Information, Physics, and Computation

Author: Marc Mézard

Publisher: Oxford University Press

Published: 2009-01-22

Total Pages: 584

ISBN-13: 019857083X

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A very active field of research is emerging at the frontier of statistical physics, theoretical computer science/discrete mathematics, and coding/information theory. This book sets up a common language and pool of concepts, accessible to students and researchers from each of these fields.

Spin Glasses
Spin Glasses

Author: K. H. Fischer

Publisher: Cambridge University Press

Published: 1993-05-27

Total Pages: 404

ISBN-13: 9780521447775

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

Theory of Simple Glasses
Theory of Simple Glasses

Author: Giorgio Parisi

Publisher: Cambridge University Press

Published: 2020-01-09

Total Pages: 341

ISBN-13: 1108126103

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This pedagogical and self-contained text describes the modern mean field theory of simple structural glasses. The book begins with a thorough explanation of infinite-dimensional models in statistical physics, before reviewing the key elements of the thermodynamic theory of liquids and the dynamical properties of liquids and glasses. The central feature of the mean field theory of disordered systems, the existence of a large multiplicity of metastable states, is then introduced. The replica method is then covered, before the final chapters describe important, advanced topics such as Gardner transitions, complexity, packing spheres in large dimensions, the jamming transition, and the rheology of glass. Presenting the theory in a clear and pedagogical style, this is an excellent resource for researchers and graduate students working in condensed matter physics and statistical mechanics.