2 papers
stat.OT2026
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…
stat.ME2025
Closure Term Estimation in Spatiotemporal Models of Dynamical Systems
Eric Crislip, Mohammad Khalil, Teresa Portone +2
Closure modeling - the statistical modeling of missing dynamics in the natural sciences and engineering - is a growing and active area of research. Existing methods for closure mod…