Estimation of spatial and time scales of collective behaviors of active matters through learning hydrodynamic equations from particle dynamics

Bappaditya Roy, Natsuhiko Yoshinaga

We present a data-driven framework for learning hydrodynamic equations from particle-based simulations of active matter. Our method leverages coarse-graining in both space and time…