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…