Gradient-free online learning of subgrid-scale dynamics with neural emulators

Hugo Frezat, Ronan Fablet, Guillaume Balarac +1

In this paper, we propose a generic algorithm to train machine learning-based subgrid parametrizations online, i.e., with $\text{a posteriori}$ loss functions, but for non-differ…