Data Assimilation: Addressing Spurious Correlations and Scalability Issues

Eric Crislip, Moe Khalil, Kyle Neal

Data assimilation in the form of the ensemble Kalman filter (EnKF) is commonly used to combine large-scale physics-based models and real-world observations of a quantity of interes…