Parametrization of subgrid scales in long-term simulations of the shallow-water equations using machine learning and convex limiting

Md Amran Hossan Mojamder, Zhihang Xu, Min Wang +1

We present a method for parametrizing sub-grid processes in the Shallow Water equations. We define coarse variables and local spatial averages and use a feed-forward neural network…