A Taylor Based Sampling Scheme for Machine Learning in Computational Physics

Paul Novello, Gaël Poëtte, David Lugato +1

Machine Learning (ML) is increasingly used to construct surrogate models for physical simulations. We take advantage of the ability to generate data using numerical simulations pro…