Analysis of the Ensemble Kalman Filter for Inverse Problems
Analysis of the Ensemble Kalman Filter for Inverse Problems
The ensemble Kalman filter (EnKF) is a widely used methodology for state estimation in partially, noisily observed dynamical systems and for parameter estimation in inverse problems. Despite its widespread use in the geophysical sciences, and its gradual adoption in many other areas of application, analysis of the method is in …