Temporally Consistent Koopman Autoencoders for Forecasting Dynamical Systems

Indranil Nayak, Ananda Chakrabarty, Mrinal Kumar +2

Absence of sufficiently high-quality data often poses a key challenge in data-driven modeling of high-dimensional spatio-temporal dynamical systems. Koopman Autoencoders (KAEs) har…