Application of Machine Learning and Convex Limiting to Subgrid Flux Modeling in the Shallow-Water Equations

Ilya Timofeyev, Alexey Schwarzmann, Dmitri Kuzmin

We propose a combination of machine learning and flux limiting for property-preserving subgrid scale modeling in the context of flux-limited finite volume methods for the one-dimen…