Data and code for using deep neural networks for detecting spurious oscillations in discontinuous Galerkin solutions of convection-dominated convection-diffusion equations

This is a collection of data files, used in the publication "Using deep neural networks for detecting spurious oscillations in discontinuous Galerkin solutions of convection-dominated convection-diffusion equations". It contains data to train neural networks with, both scripts to actually train networks and the trained models used in the aforementioned reference, and the results of the best neural network applied to the solution of two benchmark problems.