Tracking and forecasting oscillatory data streams using Koopman autoencoders and Kalman filtering

Stephen A Falconer, David J. B. Lloyd, Naratip Santitissadeekorn

Data-driven modelling techniques provide a method for deriving models of dynamical systems directly from complicated data streams. However, tracking and forecasting such data strea…