Glassy dynamics in a glass-forming liquid: A first-principles study of toluene

The microscopic understanding of the dramatic increase in viscosity of liquids when cooled toward the glass transition is a major unresolved issue in condensed matter physics. Here, we use machine learning methods to accelerate molecular dynamics simulations with first-principles accuracy for the glass-former toluene. We show that the increase in viscosity is intimately linked to the increasing number of dynamically correlated molecules N^{*}. While certain hallmark features of glassy dynamics, like physical aging, are linked to N^{*} as well, others, like relaxation stretching, are not.

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Publication Details

Journal
Physical review. E
Published
2025-02-18
DOI
https://doi.org/10.1103/physreve.111.l023401
Citations
5
Primary Topic
Material Dynamics and Properties
Type
article
Field-Weighted Citation Impact
2.59

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article

Glassy dynamics in a glass-forming liquid: A first-principles study of toluene

Stefano Baroni, Florian Pabst
5 citations
Physical review. E
Material Dynamics and Properties
2.59
article

Glassy dynamics in a glass-forming liquid: A first-principles study of toluene

Stefano Baroni, Florian Pabst
article en
5 citations

Abstract

The microscopic understanding of the dramatic increase in viscosity of liquids when cooled toward the glass transition is a major unresolved issue in condensed matter physics. Here, we use machine learning methods to accelerate molecular dynamics simulations with first-principles accuracy for the glass-former toluene. We show that the increase in viscosity is intimately linked to the increasing number of dynamically correlated molecules N^{*}. While certain hallmark features of glassy dynamics, like physical aging, are linked to N^{*} as well, others, like relaxation stretching, are not.

Physical review. EVol. 111(2)
Scuola Internazionale Superiore di Studi Avanzati (IT), Istituto Officina dei Materiali (IT)
European Commission, Ministero dell'Università e della Ricerca
Openalex Percentile: Top 11%
Material Dynamics and Properties
2.59
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Glassy dynamics in a glass-forming liquid: A first-principles study of toluene — Stefano Baroni, Florian Pabst · Physical review. E (2025) | TGRS Research Map | TGRS