Probability / Statistical Mechanics
For Ising models on random sparse graphs whose adjacency spectra satisfy a given bounded spectral condition, does the free energy converge almost surely to the annealed free energy in the thermodynamic limit, and if so, at what rate?
Resolving this problem would bridge the spectral approach to Ising models with the rich tradition of studying spin glasses and disordered systems on random graphs, potentially unifying tools from rand...
Related: Guerra-Toninelli interpolation theorem, Benjamini-Schramm local convergence conjecture for free energy, Wigner semicircle law for sparse random matrices