Physical invariance in neural networks for subgrid-scale scalar flux modeling

Hugo Frezat, Guillaume Balarac, Julien Le Sommer +2

In this paper we present a new strategy to model the subgrid-scale scalar flux in a three-dimensional turbulent incompressible flow using physics-informed neural networks (NNs). Wh…