Communications on Pure and Applied Mathematics · 2010 · 204 citations · 24 references
Natural SciencesMathematicsPhysicsProbability TheoryStochastic ProcessesTheoretical PhysicsBrownian MotionSpectral TheoryStatistical MechanicsProbability Density AnalysisRandom MatricesRandom Matrix DistributionsRandom Matrix TheoryRandom OperatorsSpectral ConvergenceTime ReversalUniversality Problem
Abstract We consider N × N Hermitian Wigner random matrices H where the probability density for each matrix element is given by the density ν( x ) = e − U ( x ) . We prove that the eigenvalue statistics in the bulk are given by the Dyson sine kernel provided that U ∈ C 6 ( \input amssym $\Bbb R$ ) with at most polynomially growing derivatives and ν( x ) ≥ Ce − C | x | for x large. The proof is based upon an approximate time reversal of the Dyson Brownian motion combined with the convergence of the eigenvalue density to the Wigner semicircle law on short scales. © 2010 Wiley Periodicals, Inc.
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Percy Deift, T. Kriecherbauer, K. T-R McLaughlin et al. · Communications on Pure and Applied Mathematics · 1999 · 850 citations