3 citations · 5 across the 3 of their papers we have counts for
3 papers
Learning functional groups in complex microbiomes
Matthew S Schmitt, Kiseok Lee, Freddy Bunbury +3
From soil to the gut, communities composed of thousands of microbes perform functions such as carbon sequestration and immune system regulation. Here, we introduce a data-driven ap…
Information theory for dimensionality reduction in dynamical systems
Matthew S. Schmitt, Maciej Koch-Janusz, Michel Fruchart +3
The dynamics of many-body systems can often be captured in terms of only a few relevant variables. Mathematical and numerical approaches exist to identify these variables by exploi…
Zyxin is all you need: machine learning adherent cell mechanics
Matthew S. Schmitt, Jonathan Colen, Stefano Sala +5
Cellular form and function emerge from complex mechanochemical systems within the cytoplasm. No systematic strategy currently exists to infer large-scale physical properties of a c…