GranMa 2011Oct 3 - 6, 2011Institut Henri Poincaré, Paris |
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Satya Majumdar, LPTMS: Top Eigenvalue of a Random Matrix: A tale of tailsThe statistical properties of the largest eigenvalue of a random matrix are of interest in diverse fields ranging from disordered systems to statistical data analysis and even in string theory. In this talk I'll discuss some recent developments in the theory of extremely rare fluctuations (large deviations) of the largest eigenvalue using a Coulomb gas method. Such rare fluctuations have also been measured in recent experiments in coupled laser systems. I'll also discuss recent applications of this Coulomb gas method in three different problems: entanglement in a bipartite system, conductance fluctuation through a mesoscopic cavity and the vicious random walkers problem. Go to the GranMa home page. |