Learning deterministic hydrodynamic equations from stochastic active particle dynamics

Suryanarayana Maddu, Quentin Vagne, Ivo F. Sbalzarini

We present a principled data-driven strategy for learning deterministic hydrodynamic models directly from stochastic non-equilibrium active particle trajectories. We apply our meth…