All publicly available code from our group can be found on https://github.com/geelenr.
A non-intrusive model reduction method for learning, from data, reduced-order models for a one-dimensional advection equation. We show the merits of quadratic approximation over the conventional POD approximation without changing the dimensionality of the reduced model.