Universal and non-universal large deviations in critical systems
Ivan Balog, Bertrand Delamotte, Adam Rançon
SciPost Phys. 18, 119 (2025) · published 2 April 2025
- doi: 10.21468/SciPostPhys.18.4.119
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Abstract
Rare events play a crucial role in understanding complex systems. Characterizing and analyzing them in scale-invariant situations is challenging due to strong correlations. In this work, we focus on characterizing the tails of probability distribution functions (PDFs) for these systems. Using a variety of methods, perturbation theory, functional renormalization group, hierarchical models, large $n$ limit, and Monte Carlo simulations, we investigate universal rare events of critical $O(n)$ systems. Additionally, we explore the crossover from universal to nonuniversal behavior in PDF tails, extending Cramér's series to strongly correlated variables. Our findings highlight the universal and nonuniversal aspects of rare event statistics. We also discuss the ubiquity of this power-law corrections to the leading compressed-exponential decay in these tails in and out-of-equilibrium.
Authors / Affiliations: mappings to Contributors and Organizations
See all Organizations.- 1 Ivan Balog,
- 2 3 4 Bertrand DELAMOTTE,
- 2 5 6 Adam Rancon
- 1 Institut za fiziku / Institute of Physics, Croatia
- 2 Centre National de la Recherche Scientifique / French National Centre for Scientific Research [CNRS]
- 3 Sorbonne Université / Sorbonne University
- 4 Laboratoire de Physique Théorique de la Matière Condensée / Laboratory of Theoretical Physics of Condensed Matter [LPTMC]
- 5 Laboratoire de Physique des Lasers, Atomes et Molécules [PhLAM]
- 6 Université de Lille / University of Lille [UDL]
- Centre National de la Recherche Scientifique / French National Centre for Scientific Research [CNRS]
- Hrvatska Zaklada za Znanost (through Organization: Hrvatska zaklada za znanost / Croatian Science Foundation [HRZZ])
- Ministarstvo znanosti i obrazovanja
- Ministère de l'Enseignement Supérieur et de la Recherche
- Ministère de l'Europe et des Affaires Étrangères
- NextGenerationEU