This repository contains code and instructions to reproduce the results reported in the article
An unsupervised machine-learning-based shock sensor: application to high-order supersonic flow solvers
The instructions to compute the simulations of sections 6.1 to 6.4, and appendix C are in
simulations/. scripts/ contains programs to generate the Cp plot of section 6.4, and the
results of sections 6.5 and 6.6. In figures/ we include the images that appear in the article.
The simulations are performed using the open-source software HORSES3D. Specifically the branch research/2023_andres_gmm.