Using metadynamics sampling to reach low energy states in a molecular glass
ORAL
Abstract
Metadynamics-based sampling has emerged as an advanced sampling method for accessing low energy configurations of simple model glasses1. Here we report that this approach, called MIMSE, works effectively in a model molecular glass, α-α-Phen, which is not amendable to most advanced sampling techniques. This coarse grained molecular model was previously studied2 using simulated physical vapor deposition (PVD), which also reached low energy configurations. Applying MIMSE to simulated bulk phases of α-α-Phen yields low energy states with significantly lower computational effort than simulated annealing, comparable to its performance in non-bonded model glasses such as Kob-Andersen. We will compare our low energy configurations in the bulk to the stable states obtained from PVD, and discuss the prospects for MIMSE as an advanced sampling method for reaching extremely low energies in bonded glass models.
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Publication: 1. Thirumalaiswamy, A., Riggleman, R. A., & Crocker, J. C. (2022). Exploring canyons in glassy energy landscapes using metadynamics. Proceedings of the National Academy of Sciences, 119(43), e2210535119.<br>2. Moore, A. R., Huang, G., Wolf, S., Walsh, P. J., Fakhraai, Z., & Riggleman, R. A. (2019). Effects of microstructure formation on the stability of vapor-deposited glasses. Proceedings of the National Academy of Sciences, 116(13), 5937-5942.
Presenters
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John C Crocker
University of Pennsylvania
Authors
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John C Crocker
University of Pennsylvania
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Robert A Riggleman
University of Pennsylvania
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Conor Luppnow
University of Pennsylvania