Origins and mitigation of double descent in reduced order modeling

Andrei A. Klishin, J. Nathan Kutz, Krithika Manohar

Latent low-dimensional structure in datasets of natural and engineered systems enables their sparse sensing, or full-state reconstruction from historical data and very few carefull…