Ensemble Kalman filter

The Ensemble Kalman Filter (EnKF) is an advanced variant of the Kalman Filter, which is used for estimating the state of a dynamic system from noisy observations. The EnKF is particularly useful for high-dimensional, nonlinear systems, and it is widely applied in fields such as meteorology, oceanography, engineering, and environmental monitoring.