Rare trajectories in a prototypical mean-field disordered model: Insights into landscape and instantons

For disordered systems within the random first-order transition (RFOT) universality class, such as structural glasses and certain spin glasses, the role played by activated relaxation processes is rich to the point of perplexity. Over the last decades, various efforts have attempted to formalize and systematize such processes in terms of instantons similar to the nucleation droplets of first-order phase transitions. In particular, Kirkpatrick, Thirumalai, and Wolynes proposed in the late 1980s an influential nucleation theory of relaxation in structural glasses. Already within this picture, however, the resulting structures are far from the compact objects expected from the classical droplet description. In addition, an altogether different type of single-particle hopping-like instantons has recently been isolated in molecular simulations. Landscape studies of mean-field spin-glass models have further revealed that simple saddle crossing does not capture relaxation in these systems. We present here a landscape-agnostic study of rare dynamical events, which delineates the richness of instantons in these systems. Our work not only captures the structure of metastable states, but also identifies the point of irreversibility, beyond which activated relaxation processes become a fait accompli. An interpretation of the associated landscape features is articulated, thus charting a path toward a complete understanding of RFOT instantons.

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Publication Details

Journal
Physical review. E
Published
2026-01-20
DOI
https://doi.org/10.1103/f4dj-d2sh
Primary Topic
Theoretical and Computational Physics
Type
article
Field-Weighted Citation Impact
0.00

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article

Rare trajectories in a prototypical mean-field disordered model: Insights into landscape and instantons

Giampaolo Folena, Francesco Zamponi, Tommaso Rizzo, Enrico M. Malatesta
Physical review. E
Theoretical and Computational Physics
article

Rare trajectories in a prototypical mean-field disordered model: Insights into landscape and instantons

Giampaolo Folena, Francesco Zamponi, Tommaso Rizzo, Enrico M. Malatesta
article en

Abstract

For disordered systems within the random first-order transition (RFOT) universality class, such as structural glasses and certain spin glasses, the role played by activated relaxation processes is rich to the point of perplexity. Over the last decades, various efforts have attempted to formalize and systematize such processes in terms of instantons similar to the nucleation droplets of first-order phase transitions. In particular, Kirkpatrick, Thirumalai, and Wolynes proposed in the late 1980s an influential nucleation theory of relaxation in structural glasses. Already within this picture, however, the resulting structures are far from the compact objects expected from the classical droplet description. In addition, an altogether different type of single-particle hopping-like instantons has recently been isolated in molecular simulations. Landscape studies of mean-field spin-glass models have further revealed that simple saddle crossing does not capture relaxation in these systems. We present here a landscape-agnostic study of rare dynamical events, which delineates the richness of instantons in these systems. Our work not only captures the structure of metastable states, but also identifies the point of irreversibility, beyond which activated relaxation processes become a fait accompli. An interpretation of the associated landscape features is articulated, thus charting a path toward a complete understanding of RFOT instantons.

Physical review. EVol. 113(3)
Duke University (US), Institute for Cross-Disciplinary Physics and Complex Systems (ES), Institute for Complex Systems (IT), Bocconi University (IT), Sapienza University of Rome (IT)
European Commission
Openalex Percentile: Top 80%
Theoretical and Computational Physics
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Rare trajectories in a prototypical mean-field disordered model: Insights into landscape and instantons — Giampaolo Folena, Francesco Zamponi, et al. · Physical review. E (2026) | TGRS Research Map | TGRS