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Statistical Mechanics of Disordered Systems : A Mathematical Perspective, Paperback / softback Book

Statistical Mechanics of Disordered Systems : A Mathematical Perspective Paperback / softback

Part of the Cambridge Series in Statistical and Probabilistic Mathematics series

Paperback / softback

Description

This self-contained book is a graduate-level introduction for mathematicians and for physicists interested in the mathematical foundations of the field, and can be used as a textbook for a two-semester course on mathematical statistical mechanics.

It assumes only basic knowledge of classical physics and, on the mathematics side, a good working knowledge of graduate-level probability theory.

The book starts with a concise introduction to statistical mechanics, proceeds to disordered lattice spin systems, and concludes with a presentation of the latest developments in the mathematical understanding of mean-field spin glass models.

In particular, progress towards a rigorous understanding of the replica symmetry-breaking solutions of the Sherrington-Kirkpatrick spin glass models, due to Guerra, Aizenman-Sims-Starr and Talagrand, is reviewed in some detail.

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