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Large deviations in physics : the legacy of the law of large numbers

Autor: A Vulpiani
Editora: Heidelberg : Springer, 2014.
Séries: Lecture notes in physics, v. 885.
Edição/Formato   e-book : Documento : InglêsVer todas as edições e formatos
Resumo:
This book reviews the basic ideas of the Law of Large Numbers with its consequences to the deterministic world and the issue of ergodicity. Applications of Large Deviations and their outcomes to Physics are surveyed. The book covers topics encompassing ergodicity and its breaking and the modern applications of Large deviations to equilibrium and non-equilibrium statistical physics, disordered and chaotic systems,  Ler mais...
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Detalhes

Gênero/Forma: Electronic books
Formato Físico Adicional: Printed edition:
Tipo de Material: Documento, Recurso Internet
Tipo de Documento Recursos de internet, Arquivo de computador
Todos os Autores / Contribuintes: A Vulpiani
ISBN: 9783642542510 3642542514 3642542506 9783642542503
Número OCLC: 880937232
Descrição: 1 online resource (xiv, 314 pages) : illustrations (some color).
Conteúdos: Ergodicity --
A Basic Concept --
Large Deviations in Statistical Mechanics: Rigorous and Non-Rigorous --
Large Deviation Techniques for Long-Range Interactions --
Fluctuation-Dissipation and Fluctuation Relations: From Equilibrium to Nonequilibrium Phenomena and Back --
Stochastic Fluctuations in Deterministic Systems --
Large Deviation and Disordered Systems --
Large Deviations in Turbulence --
Ergodicity Breaking Challenges Monte Carlo Methods --
Anomalous Diffusion: Deterministic and Stochastic Perspectives --
The Use of Fluctuation Relations for the Analysis of Free-Energy Landscapes.
Título da Série: Lecture notes in physics, v. 885.
Responsabilidade: Angelo Vulpiani, Fabio Cecconi, Massimo Cencini, Andrea Puglisi, Davide Vergni, editors.

Resumo:

This book reviews the basic ideas of the Law of Large Numbers with its consequences to the deterministic world and the issue of ergodicity.  Ler mais...

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