Physics-agnostic and Physics-infused machine learning for thin films flows: modeling, and predictions from small data

Cristina P. Martin-Linares, Yorgos M. Psarellis, Georgios Karapetsas +2

Numerical simulations of multiphase flows are crucial in numerous engineering applications, but are often limited by the computationally demanding solution of the Navier-Stokes (NS…