Computational methods toward ultrastable glasses

F Fabio Leoni (Department of Physics, Sapienza University of Rome 1 , Piazzale Aldo Moro 2, 00185 Roma,) M Misaki Ozawa (Univ. Grenoble Alpes, CNRS, LIPhy 2 , 38000 Grenoble,) J John Russo T Taiki Yanagishima (Department of Physics, Graduate School of Science, Kyoto University 3 , Kyoto 606-8502,) A Andrea Ninarello (Department of Physics, Sapienza University of Rome 1 , Piazzale Aldo Moro 2, 00185 Roma,)

Abstract

Ultrastable glasses, amorphous solids with exceptionally low-energy states and enhanced kinetic, thermodynamic, and mechanical stability, have long been a subject of intense experimental interest. Over the past decade, their computational realization has emerged as a major goal in condensed matter physics, as numerical methods can exploit unphysical moves to access deeply supercooled and nonequilibrium glassy states far beyond the reach of conventional cooling protocols, thereby providing key insights into the nature of the glass transition and amorphous states and enabling the design of mechanically robust glassy materials. In this review, we outline the key steps underlying the most effective algorithms developed across the field. For each approach, we discuss its efficiency, limitations, and physical interpretation. We finally present a comparative analysis of the stability achieved across these methods, with the aim of equipping both newcomers and experts with an intuitive and comprehensive understanding of the field’s current state and the opportunities it presents.

Article Details

Volume / Issue Vol. 165, Issue 3
Published July 21, 2026
ISSN 0021-9606
Publisher American Institute of Physics

Journal Info

The Journal of Chemical Physics

American Institute of Physics

ISSN: 0021-9606 Physical Sciences

Authors (5)

F

Fabio Leoni

Department of Physics, Sapienza University of Rome 1 , Piazzale Aldo Moro 2, 00185 Roma,

M

Misaki Ozawa

Univ. Grenoble Alpes, CNRS, LIPhy 2 , 38000 Grenoble,

J

John Russo

T

Taiki Yanagishima

Department of Physics, Graduate School of Science, Kyoto University 3 , Kyoto 606-8502,

A

Andrea Ninarello

Department of Physics, Sapienza University of Rome 1 , Piazzale Aldo Moro 2, 00185 Roma,