Physical Review Letters · 2000 · 14 citations · 22 references
Natural SciencesPhysicsComputational PhysicsCondensed Matter PhysicsProbability TheoryCritical PhenomenaErgodic TheoryMonte Carlo MethodsPhase TransitionsStatistical MechanicsSymmetry BreakingCorrelation FunctionsErgodicityIsing ModelReplica Exchange Monte CarloReplica Symmetry BreakingSpin Glass BehaviorSpin GlassesSpin Systems
In this Letter we address the nature of broken ergodicity in the low temperature phase of Ising spin glasses by examining spectral properties of spin correlation functions C(ij) identical with<S(i)S(j)>. We argue that more than one extensive [i.e., O(N)] eigenvalue in this matrix signals replica symmetry breaking. Monte Carlo simulations of the infinite-range Ising spin-glass model, above and below the Almeida-Thouless line, support this conclusion. Exchange Monte Carlo simulations for the short-range model in four dimensions find a single extensive eigenvalue and a large subdominant eigenvalue consistent with droplet model expectations.
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Solvable Model of a Spin-Glass
David C. Sherrington, Scott Kirkpatrick · Physical Review Letters · 1975 · 4.3K citations
<i>Spin Glass Theory and Beyond</i>
Marc Mézard, Giorgio Parisi, M. A. Virasoro et al. · Physics Today · 1988 · 2.8K citations