198 citations · 853 across the 15 of their papers we have counts for
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stat.ML2018★ 11 cited
Simultaneous Coherent Structure Coloring facilitates interpretable clustering of scientific data by amplifying dissimilarity
Brooke E. Husic, Kristy L. Schlueter-Kuck, John O. Dabiri
The clustering of data into physically meaningful subsets often requires assumptions regarding the number, size, or shape of the subgroups. Here, we present a new method, simultane…
stat.ML2017★ 187 cited
Variational Encoding of Complex Dynamics
Carlos X. Hernández, Hannah K. Wayment-Steele, Mohammad M. Sultan +2
Often the analysis of time-dependent chemical and biophysical systems produces high-dimensional time-series data for which it can be difficult to interpret which individual feature…