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18 papers · 2 filters
Large Deviations of the Maximum Eigenvalue for Wishart and Gaussian Random Matrices
Satya N. Majumdar, Massimo Vergassola
We present a simple Coulomb gas method to calculate analytically the probability of rare events where the maximum eigenvalue of a random matrix is much larger than its typical valu…
Equation of state for hard sphere fluids with and without Kac tails
E. Trizac, I. Pagonabarraga
In this note, we propose a simple derivation of the one dimensional hard rod equation of state, with and without a Kac tail (appended long range and weak potential). The case of ha…
Overlap Interfaces in Hierarchical Spin-Glass models
Silvio Franz, T Jorg, Giorgio Parisi
We discuss interfaces in spin glasses. We present new theoretical results and a numerical method to characterize overlap interfaces and the stability of the spin-glass phase in ext…
Deformations of the Tracy-Widom distribution
O. Bohigas, J. X. de Carvalho, M. P. Pato
In random matrix theory (RMT), the Tracy-Widom (TW) distribution describes the behavior of the largest eigenvalue. We consider here two models in which TW undergoes transformations…
Statistical Physics of Hard Optimization Problems
Lenka Zdeborová
Optimization is fundamental in many areas of science, from computer science and information theory to engineering and statistical physics, as well as to biology or social sciences.…
Spin glass models with Kac interactions
Silvio Franz
In this paper I will review my work on disordered systems -spin glass model with two body and body interactions- with long but finite interaction range . I will describe t…