In estimation theory, the extended Kalman filter is the nonlinear version of the Kalman filter which linearizes about an estimate of the current mean and covariance.

The ensemble Kalman filter (EnKF) is a recursive filter suitable for problems with a large number of variables, such as discretizations of partial differential equations in geophysical models.