Physics – Condensed Matter – Disordered Systems and Neural Networks
Scientific paper
2002-07-31
Phys.Rev.Lett. 89 (2002) 250201
Physics
Condensed Matter
Disordered Systems and Neural Networks
published version, 4 pages, revtex4
Scientific paper
10.1103/PhysRevLett.89.250201
Exact solvability is claimed for nonlinear replica sigma models derived in the context of random matrix theories. Contrary to other approaches reported in the literature, the framework outlined does not rely on traditional "replica symmetry breaking" but rests on a previously unnoticed exact relation between replica partition functions and Painleve transcendents. While expected to be applicable to matrix models of arbitrary symmetries, the method is used to treat fermionic replicas for the Gaussian unitary ensemble (GUE), chiral GUE (symmetry classes A and AIII in Cartan classification) and Ginibre's ensemble of complex non-Hermitean random matrices. Further applications are briefly discussed.
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