Learning second-order TVD flux limiters using differentiable solvers

Chenyang Huang, Amal S. Sebastian, Venkatasubramanian Viswanathan

This paper presents a data-driven framework for learning optimal second-order total variation diminishing (TVD) flux limiters via differentiable simulations. In our fully different…