Dynamical instantons and activated processes in mean-field glass models

We focus on the energy landscape of a simple mean-field model of glasses and analyze activated barrier-crossing by combining the Kac-Rice method for high-dimensional Gaussian landscapes with dynamical field theory. In particular, we consider Langevin dynamics at low temperature in the energy lan...

Full description

Bibliographic Details
Main Author: Valentina Ros, Giulio Biroli, Chiara Cammarota
Format: Article
Language:English
Published: SciPost 2021-01-01
Series:SciPost Physics
Online Access:https://scipost.org/SciPostPhys.10.1.002
id doaj-2430037ed6a143a0a9d25bed346a42ad
record_format Article
spelling doaj-2430037ed6a143a0a9d25bed346a42ad2021-04-19T12:31:50ZengSciPostSciPost Physics2542-46532021-01-0110100210.21468/SciPostPhys.10.1.002Dynamical instantons and activated processes in mean-field glass modelsValentina Ros, Giulio Biroli, Chiara CammarotaWe focus on the energy landscape of a simple mean-field model of glasses and analyze activated barrier-crossing by combining the Kac-Rice method for high-dimensional Gaussian landscapes with dynamical field theory. In particular, we consider Langevin dynamics at low temperature in the energy landscape of the pure spherical $p$-spin model. We select as initial condition for the dynamics one of the many unstable index-1 saddles in the vicinity of a reference local minimum. We show that the associated dynamical mean-field equations admit two solutions: one corresponds to falling back to the original reference minimum, and the other to reaching a new minimum past the barrier. By varying the saddle we scan and characterize the properties of such minima reachable by activated barrier-crossing. Finally, using time-reversal transformations, we construct the two-point function dynamical instanton of the corresponding activated process.https://scipost.org/SciPostPhys.10.1.002
collection DOAJ
language English
format Article
sources DOAJ
author Valentina Ros, Giulio Biroli, Chiara Cammarota
spellingShingle Valentina Ros, Giulio Biroli, Chiara Cammarota
Dynamical instantons and activated processes in mean-field glass models
SciPost Physics
author_facet Valentina Ros, Giulio Biroli, Chiara Cammarota
author_sort Valentina Ros, Giulio Biroli, Chiara Cammarota
title Dynamical instantons and activated processes in mean-field glass models
title_short Dynamical instantons and activated processes in mean-field glass models
title_full Dynamical instantons and activated processes in mean-field glass models
title_fullStr Dynamical instantons and activated processes in mean-field glass models
title_full_unstemmed Dynamical instantons and activated processes in mean-field glass models
title_sort dynamical instantons and activated processes in mean-field glass models
publisher SciPost
series SciPost Physics
issn 2542-4653
publishDate 2021-01-01
description We focus on the energy landscape of a simple mean-field model of glasses and analyze activated barrier-crossing by combining the Kac-Rice method for high-dimensional Gaussian landscapes with dynamical field theory. In particular, we consider Langevin dynamics at low temperature in the energy landscape of the pure spherical $p$-spin model. We select as initial condition for the dynamics one of the many unstable index-1 saddles in the vicinity of a reference local minimum. We show that the associated dynamical mean-field equations admit two solutions: one corresponds to falling back to the original reference minimum, and the other to reaching a new minimum past the barrier. By varying the saddle we scan and characterize the properties of such minima reachable by activated barrier-crossing. Finally, using time-reversal transformations, we construct the two-point function dynamical instanton of the corresponding activated process.
url https://scipost.org/SciPostPhys.10.1.002
work_keys_str_mv AT valentinarosgiuliobirolichiaracammarota dynamicalinstantonsandactivatedprocessesinmeanfieldglassmodels
_version_ 1721521155199729664