Classifying Petabytes of varying structural motifs in supercooled water

Ervin S.H Chia, N. Duane Loh, Carl Caleman, Nicusor Timneanu, Filipe R.N.C. Maia, Jonas A. Sellberg, Andrew V. Martin

Keywords: XFEL, machine learning, classification, unsupervised learning, physics

TL;DR: Large, diverse and novel datasets are difficult to analyse but can be coarse-grained and classified with simple unsupervised learning techniques.

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Submission Number: 230