Gradient descent dynamics in the mixed $p$-spin spherical model: finite size simulation and comparison with mean-field integration
Abstract
We perform numerical simulations of a long-range spherical spin glass with two and three body interaction terms. We study the gradient descent dynamics and the inherent structures found after a quench from initial conditions, well thermalized at temperature . In large systems, the dynamics strictly agrees with the integration of the mean-field dynamical equations. In particular, we confirm the existence of an onset initial temperature, within the liquid phase, below which the energy of the inherent structures undoubtedly depends on . This behavior is in contrast with that of pure models, where there is a 'threshold energy' that attracts all the initial configurations in the liquid. Our results strengthen the analogy between mean-field spin glass models and supercooled liquids.
Keywords
Cite
@article{arxiv.2007.07776,
title = {Gradient descent dynamics in the mixed $p$-spin spherical model: finite size simulation and comparison with mean-field integration},
author = {Giampaolo Folena and Silvio Franz and Federico Ricci-Tersenghi},
journal= {arXiv preprint arXiv:2007.07776},
year = {2021}
}
Comments
15 pages, 8 figures