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Critical Probability Distributions of the Order Parameter from the Functional Renormalization Group

Ivan Balog, Adam Rançon, Bertrand Delamotte

2022Physical Review Letters18 citationsDOIOpen Access PDF

Abstract

We show that the functional renormalization group (FRG) allows for the calculation of the probability distribution function of the sum of strongly correlated random variables. On the example of the three-dimensional Ising model at criticality and using the simplest implementation of the FRG, we compute the probability distribution functions of the order parameter or, equivalently, its logarithm, called the rate functions in large deviation theory. We compute the entire family of universal scaling functions, obtained in the limit where the system size L and the correlation length of the infinite system ξ_{∞} diverge, with the ratio ζ=L/ξ_{∞} held fixed. It compares very accurately with numerical simulations.

Topics & Concepts

LogarithmStatistical physicsRenormalization groupIsing modelScalingCriticalityProbability distributionProbability density functionOrder (exchange)Distribution (mathematics)Functional renormalization groupMathematicsPhysicsRandom variableRenormalizationMathematical physicsMathematical analysisStatisticsEconomicsFinanceGeometryNuclear physicsTheoretical and Computational PhysicsStochastic processes and statistical mechanicsComplex Systems and Time Series Analysis