Observation Error Covariance Specification in Dynamical Systems for Data assimilation using Recurrent Neural Networks

Sibo Cheng, Mingming Qiu

Data assimilation techniques are widely used to predict complex dynamical systems with uncertainties, based on time-series observation data. Error covariance matrices modelling is…