In-span learning: adapting reduced-order models using their own predictions

Amirpasha Hedayat, Laura Balzano, Karthik Duraisamy

Reduced-order models compress high-dimensional dynamics into low-dimensional representations that can be evaluated rapidly, but they lose accuracy when online dynamics drift beyond…