Deep Echo State Networks with Uncertainty Quantification for Spatio-Temporal Forecasting

Patrick L. McDermott, Christopher K. Wikle

Long-lead forecasting for spatio-temporal systems can often entail complex nonlinear dynamics that are difficult to specify it a priori. Current statistical methodologies for model…