3 citations · 3 across the 2 of their papers we have counts for
2 papers
cond-mat.soft2024
Interpreting neural operators: how nonlinear waves propagate in non-reciprocal solids
Jonathan Colen, Alexis Poncet, Denis Bartolo +1
We present a data-driven pipeline for model building that combines interpretable machine learning, hydrodynamic theories, and microscopic models. The goal is to uncover the underly…
physics.bio-ph2023★ 3 cited
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…