Reduced-Order Autodifferentiable Ensemble Kalman Filters

Yuming Chen, Daniel Sanz-Alonso, Rebecca Willett

This paper introduces a computational framework to reconstruct and forecast a partially observed state that evolves according to an unknown or expensive-to-simulate dynamical syste…