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Large Deviations in Physics: The Legacy of the Law of Large Numbers de Angelo Vulpiani

Large Deviations in Physics: The Legacy of the Law of Large Numbers: Lecture Notes in Physics, cartea 885

Editat de Angelo Vulpiani, Fabio Cecconi, Massimo Cencini, Andrea Puglisi, Davide Vergni
en Limba Engleză Paperback – 6 iun 2014
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, and turbulence.
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Specificații

ISBN-13: 9783642542503
ISBN-10: 3642542506
Pagini: 311
Ilustrații: XIV, 314 p. 58 illus., 18 illus. in color.
Dimensiuni: 155 x 235 x 20 mm
Greutate: 0.46 kg
Ediția:2014
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Lecture Notes in Physics

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

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.

Textul de pe ultima copertă

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, and turbulence.

Caracteristici

Gives a unifying view of large deviations Presents modern aspects of equilibrium and non-equilibrium statistical physics, disordered and chaotic systems and turbulence Covers both theory and applications Discusses numerical aspects in detail Includes supplementary material: sn.pub/extras