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arxiv: 1005.3712 · v3 · pith:KHOELZCVnew · submitted 2010-05-20 · ❄️ cond-mat.dis-nn · cond-mat.stat-mech

On the localization transition in symmetric random matrices

classification ❄️ cond-mat.dis-nn cond-mat.stat-mech
keywords matricesrandomlocalizationresultstransitionbehaviourcasecavity
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We study the behaviour of the inverse participation ratio and the localization transition in infinitely large random matrices through the cavity method. Results are shown for two ensembles of random matrices: Laplacian matrices on sparse random graphs and fully-connected L\'evy matrices. We derive a critical line separating localized from extended states in the case of L\'evy matrices. Comparison between theoretical results and diagonalization of finite random matrices is shown.

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