Deep Learning for Koopman Operator Estimation in Idealized Atmospheric Dynamics

David Millard, Arielle Carr, Stéphane Gaudreault

Deep learning is revolutionizing weather forecasting, with new data-driven models achieving accuracy on par with operational physical models for medium-term predictions. However, t…