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Mathematics - Probability Theory and Stochastic Processes | Disorder and Critical Phenomena Through Basic Probability Models - École d’Été de Probabilités

Disorder and Critical Phenomena Through Basic Probability Models

École d’Été de Probabilités de Saint-Flour XL – 2010

Giacomin, Giambattista

2011, XI, 130p. 12 illus..

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  • About this book

  • It develops the tools that allow a person with a probability background to access a large amount of theoretical physics literature.
  • Recently developed mathematical techniques are explained in detail for a class of models that demand no background beyond a standard graduate course in probability.
  • It proposes various open questions, along with the explanation of what the answer is expected to be in the physical community.
Understanding the effect of disorder on critical phenomena is a central issue in statistical mechanics. In probabilistic terms: what happens if we perturb a system exhibiting a phase transition by introducing a random environment? The physics community has approached this very broad question by aiming at general criteria that tell whether or not the addition of disorder changes the critical properties of a model: some of the predictions are truly striking and mathematically challenging. We approach this domain of ideas by focusing on a specific class of models, the "pinning models," for which a series of recent mathematical works has essentially put all the main predictions of the physics community on firm footing; in some cases, mathematicians have even gone beyond, settling a number of controversial issues. But the purpose of these notes, beyond treating the pinning models in full detail, is also to convey the gist, or at least the flavor, of the "overall picture," which is, in many respects, unfamiliar territory for mathematicians.

Content Level » Research

Keywords » 82B44; 60K35; 60K37; 82B27; 60K05; 82D30 - critical phenomena - disorder - localization - renewal processes - statistical mechanics

Related subjects » Applications - Complexity - Probability Theory and Stochastic Processes - Theoretical, Mathematical & Computational Physics

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