An introduction to large deviations with applications in physics

These notes are based on the lectures that one of us (HT) gave at the Summer School on the “Theory of Large Deviations and Applications,” held in July 2024 at Les Houches in France. They present the basic definitions and mathematical results that form the theory of large deviations, as well as many simple motivating examples of applications in statistical physics, which serve as a basis for the many other lectures given at the school that covered more specific applications in biophysics, random matrix theory, nonequilibrium systems, geophysics, and the simulation of rare events, among other topics. These notes extend the lectures, which can be accessed online, by presenting exercises and pointer references for further reading.

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Publication Details

Journal
SciPost Physics Lecture Notes
Published
2025-10-23
DOI
https://doi.org/10.21468/scipostphyslectnotes.104
Citations
3
Primary Topic
Advanced Thermodynamics and Statistical Mechanics
Type
article
Field-Weighted Citation Impact
3.97
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article

An introduction to large deviations with applications in physics

Ivan N. Burenev, Hugo Touchette, V.P. Kharbanda, Daniël W. H. Cloete
3 citations
SciPost Physics Lecture Notes
Advanced Thermodynamics and Statistical Mechanics
3.97
article

An introduction to large deviations with applications in physics

Ivan N. Burenev, Hugo Touchette, V.P. Kharbanda, Daniël W. H. Cloete
article en
3 citations

Abstract

These notes are based on the lectures that one of us (HT) gave at the Summer School on the “Theory of Large Deviations and Applications,” held in July 2024 at Les Houches in France. They present the basic definitions and mathematical results that form the theory of large deviations, as well as many simple motivating examples of applications in statistical physics, which serve as a basis for the many other lectures given at the school that covered more specific applications in biophysics, random matrix theory, nonequilibrium systems, geophysics, and the simulation of rare events, among other topics. These notes extend the lectures, which can be accessed online, by presenting exercises and pointer references for further reading.

SciPost Physics Lecture Notes
Stellenbosch University (ZA), Université Paris-Saclay (FR), Laboratoire de Physique Théorique et Modèles Statistiques (FR), Ludwig-Maximilians-Universität München (DE)
Openalex Percentile: Top 6%
Advanced Thermodynamics and Statistical Mechanics
3.97
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