Large time off-equilibrium dynamics of a manifold in a random potential
Leticia F. Cugliandolo, Jorge Kurchan, Pierre Le Doussal

TL;DR
This paper investigates the long-time out-of-equilibrium behavior of an elastic manifold in a random potential, revealing universal scaling regimes and ultrametricity in slow aging dynamics through mean-field theory.
Contribution
It provides an analytical mean-field solution describing two distinct aging regimes and their universal scalings, including a crossover to ultrametricity in long-range correlated systems.
Findings
Identification of stationary and aging regimes in manifold dynamics
Universal scaling laws for two-time quantities
Crossover to ultrametricity in long-range correlations
Abstract
We study the out of equilibrium dynamics of an elastic manifold in a random potential using mean-field theory. We find two asymptotic time regimes: (i) stationary dynamics, (ii) slow aging dynamics with violation of equilibrium theorems. We obtain an analytical solution valid for all large times with universal scalings of two-time quantities with space. A non-analytic scaling function crosses over to ultrametricity when the correlations become long-range. We propose procedures to test numerically or experimentally the extent to which this scenario holds for a given system.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
