Research project
Discretize first, filter next: the beginning
The first outing of the discretize-first idea, on 1D linear convection with non-uniform filters: learn the discretely filtered operator directly, comparing intrusive and non-intrusive ways of doing so. Derivative fitting gave the best trade-off between accuracy and practicality.
Paper
Talk
Data-driven filtering of differential equations