Notes

AI observation

The results presented here were produced primarily by AI and verified by human.

Fast Mixing of Glauber Dynamics in the SK Model up to the AT Scale

Abstract. This note improves the \((\beta,h)\) fast-mixing boundary for Glauber dynamics in the SK model established by Bandeira A S, Alaoui A E, and Rödder A, from \(h\sim \beta^2\sqrt{\log \beta}\) to the AT-scale \(h\sim \beta\sqrt{\log \beta}\).

A Counterexample to Uniform-in-Field Rapid Mixing Below \(\beta=1\) in the Sherrington–Kirkpatrick Model

Abstract. This note gives a counterexample to the conjecture Open Problem 15 in Randomstrasse101: Open Problems of 2024 that the Glauber dynamics mix fast on the SK model with arbitrary external field, w.h.p choice of GOE, for all \(\beta<1\).

Study notes

Samping via stochastic localization

Markov Diffusion

Random Matrix Theory

Applied Algebra