The Glass Transition: A Topological Perspective

Resorting to microcanonical ensemble Monte Carlo simulations, we study the geometric and topological properties of the state space of a model of a network glass-former. This model, a Lennard-Jones binary mixture, does not crystallize due to frustration. We have found two peaks in specific heat at equilibrium and at low energy, corresponding to important changes in local ordering. These singularities were accompanied by inflection points in geometrical markers of the potential energy level sets-namely, the mean curvature, the dispersion of the principal curvatures, and the variance of the scalar curvature. Pinkall's and Overholt's theorems closely relate these quantities to the topological properties of the accessible state-space manifold. Thus, our analysis provides strong indications that the glass transition is associated with major changes in the topology of the energy level sets. This important result suggests that this phase transition can be understood through the topological theory of phase transitions.

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Publication Details

Journal
Entropy
Published
2025-02-28
DOI
https://doi.org/10.3390/e27030258
Citations
1
Primary Topic
Topological and Geometric Data Analysis
Type
article
Field-Weighted Citation Impact
1.50
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article

The Glass Transition: A Topological Perspective

Marco Pettini, Roberto Franzosi, Arthur Vesperini
1 citations
Entropy
Topological and Geometric Data Analysis
1.50
article

The Glass Transition: A Topological Perspective

Marco Pettini, Roberto Franzosi, Arthur Vesperini
article en
1 citations

Abstract

Resorting to microcanonical ensemble Monte Carlo simulations, we study the geometric and topological properties of the state space of a model of a network glass-former. This model, a Lennard-Jones binary mixture, does not crystallize due to frustration. We have found two peaks in specific heat at equilibrium and at low energy, corresponding to important changes in local ordering. These singularities were accompanied by inflection points in geometrical markers of the potential energy level sets-namely, the mean curvature, the dispersion of the principal curvatures, and the variance of the scalar curvature. Pinkall's and Overholt's theorems closely relate these quantities to the topological properties of the accessible state-space manifold. Thus, our analysis provides strong indications that the glass transition is associated with major changes in the topology of the energy level sets. This important result suggests that this phase transition can be understood through the topological theory of phase transitions.

EntropyVol. 27(3)
University of Siena (IT), Centre National de la Recherche Scientifique (FR), Howard University (US), Université de Toulon (FR), Aix-Marseille Université (FR), Centre de Physique Théorique (FR), Istituto Nazionale di Fisica Nucleare, Sezione di Perugia (IT)
Affordable and clean energy
Openalex Percentile: Top 19%
Topological and Geometric Data Analysis
1.50
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