Mean-Field Spin Glass — Parisi Overlap Distribution

SK model · Replica symmetry breaking · P(q) reveals ultrametricity

SK Model Parameters

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The Sherrington-Kirkpatrick (SK) model has random couplings J_ij ~ N(0,J/√N). Below T_c=J, Parisi's replica symmetry breaking (RSB) solution predicts a continuous distribution P(q) of overlaps between replicas.

q = (1/N)Σ σᵢ¹σᵢ²

Above T_c: P(q) = δ(q). Below T_c with RSB: P(q) has weight at all q ∈ [0,q_EA]. The non-trivial structure encodes ultrametricity of the energy landscape.

Parisi's 1979 solution won the Nobel Prize 2021.