Combining machine learning and data assimilation to forecast dynamical systems from noisy partial observations

Georg A. Gottwald, Sebastian Reich

We present a supervised learning method to learn the propagator map of a dynamical system from partial and noisy observations. In our computationally cheap and easy-to-implement fr…