Modern computational studies of the glass transition

L Berthier, DR Reichman - Nature Reviews Physics, 2023 - nature.com
The physics of the glass transition and amorphous materials continues to attract the attention
of a wide research community after decades of effort. Supercooled liquids and glasses have …

The race to the bottom: approaching the ideal glass?

CP Royall, F Turci, S Tatsumi, J Russo… - Journal of Physics …, 2018 - iopscience.iop.org
Key to resolving the scientific challenge of the glass transition is to understand the origin of
the massive increase in viscosity of liquids cooled below their melting temperature (avoiding …

Pinching a glass reveals key properties of its soft spots

C Rainone, E Bouchbinder… - Proceedings of the …, 2020 - National Acad Sciences
It is now well established that glasses feature quasilocalized nonphononic excitations—
coined “soft spots”—, which follow a universal ω 4 density of states in the limit of low …

Comparing dynamics: Deep neural networks versus glassy systems

M Baity-Jesi, L Sagun, M Geiger… - International …, 2018 - proceedings.mlr.press
We analyze numerically the training dynamics of deep neural networks (DNN) by using
methods developed in statistical physics of glassy systems. The two main issues we address …

Irreversible Monte Carlo algorithms for hard disk glasses: from event-chain to collective swaps

F Ghimenti, L Berthier, F van Wijland - Physical Review Letters, 2024 - APS
Equilibrium sampling of the configuration space in disordered systems requires algorithms
that bypass the glassy slowing down of the physical dynamics. Irreversible Monte Carlo …

Elastoplastic description of sudden failure in athermal amorphous materials during quasistatic loading

M Popović, TWJ de Geus, M Wyart - Physical Review E, 2018 - APS
The response of amorphous materials to an applied strain can be continuous or instead
discontinuous if the initial configuration is very stable. We study theoretically how such a …

Efficient swap algorithms for molecular dynamics simulations of equilibrium supercooled liquids

L Berthier, E Flenner, CJ Fullerton… - Journal of Statistical …, 2019 - iopscience.iop.org
It was recently demonstrated that a simple Monte Carlo (MC) algorithm involving the swap of
particle pairs dramatically accelerates the equilibrium sampling of simulated supercooled …

Fast generation of ultrastable computer glasses by minimization of an augmented potential energy

G Kapteijns, W Ji, C Brito, M Wyart, E Lerner - Physical Review E, 2019 - APS
We present a model and protocol that enable the generation of extremely stable computer
glasses at minimal computational cost. The protocol consists of an instantaneous quench in …

Glasses and aging, A statistical mechanics perspective on

F Arceri, FP Landes, L Berthier, G Biroli - Statistical and Nonlinear Physics, 2022 - Springer
We start with a few concise definitions of the most important concepts discussed in this entry.
Glass transition For molecular liquids, the glass transition denotes a crossover from a …

Testing Theories of the Glass Transition with the Same Liquid but Many Kinetic Rules

C Gavazzoni, C Brito, M Wyart - Physical Review Letters, 2024 - APS
We study the glass transition by exploring a broad class of kinetic rules that can significantly
modify the normal dynamics of supercooled liquids while maintaining thermal equilibrium …