An unsupervised machine-learning-based shock sensor for high-order supersonic flow solvers

Andrés Mateo-Gabín, Kenza Tlales, Eusebio Valero +2

We present a novel unsupervised machine-learning sock sensor based on Gaussian Mixture Models (GMMs). The proposed GMM sensor demonstrates remarkable accuracy in detecting shocks a…