"On Some Foundations of Machine Learning Approximations, with Application to Interface Transport"
After reviewing some recent approximation results, I will explain how they served as a guideline for the construction of a Volume-of-Fluid/Machine Learning (VoFML) flux for the transport of interface in compressible fluids. The stability issue which is fundamental will discussed in the conclusion.