74 citations · 91 across the 4 of their papers we have counts for
Showing 2019Show all
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q-bio.BM2019
Deflation reveals dynamical structure in nondominant reaction coordinates
Brooke E. Husic, Frank Noé
The output of molecular dynamics simulations is high-dimensional, and the degrees of freedom among the atoms are related in intricate ways. Therefore, a variety of analysis framewo…
math.DS2019
Kernel methods for detecting coherent structures in dynamical data
Stefan Klus, Brooke E. Husic, Mattes Mollenhauer +1
We illustrate relationships between classical kernel-based dimensionality reduction techniques and eigendecompositions of empirical estimates of reproducing kernel Hilbert space (R…
cs.CL2019★ 9 cited
Predicting US State-Level Agricultural Sentiment as a Measure of Food Security with Tweets from Farming Communities
Jared Dunnmon, Swetava Ganguli, Darren Hau +1
The ability to obtain accurate food security metrics in developing areas where relevant data can be sparse is critically important for policy makers tasked with implementing food a…