Unsupervised learning of structural relaxation in supercooled liquids from short-term fluctuations

Proceedings of the National Academy of Sciences, Volume 122, Issue 15, April 2025.
SignificanceLinking unperturbed amorphous structures to the dramatic slowdown and heterogeneity in dynamics has been a challenge in glass transition studies. Many supervised machine learning techniques have shown excellent performance in predicting …
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