The Parisi PDE conjecture for the enriched bipartite free energy

From papers

Let Q\mathcal Q denote the space of order parameters for the ultrametric external fields, let q=(q1,q2)Q2q=(q_1,q_2)\in\mathcal Q^2, and let FN:R+×Q2RF_N:\mathbb{R}_+\times\mathcal Q^2\to\mathbb{R} be the enriched free energy of the bipartite model. Set ψ:=F1(0,)\psi:=F_1(0,\cdot).

Parisi PDE conjecture. The enriched free energy FNF_N should converge to a function f:R+×Q2Rf:\mathbb{R}_+\times\mathcal Q^2\to\mathbb{R} solving

{tf01q1fq2f=0on R+×Q2,\nf(0,)=ψon Q2.\begin{cases} \partial_t f-\int_0^1\partial_{q_1}f\,\partial_{q_2}f=0 & \text{on }\mathbb{R}_+\times\mathcal Q^2,\nf(0,\cdot)=\psi & \text{on }\mathcal Q^2. \end{cases}

This is the proposed Hamilton–Jacobi or Parisi-type description of the limiting free energy for the bipartite model, extending the analogous construction for the Sherrington–Kirkpatrick model. The statement is presented as an expectation, and no resolution is supplied here.

Progress summary

Nothing recorded yet. Refresh searches the literature and the public web for attempts on this problem, and writes the first summary here.

Sources & referencesView supporting material

Primary source

Jean-Christophe Mourrat, “An informal introduction to the Parisi formula”, arXiv:2410.12364 (2025).

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