DKFNet: Differentiable Kalman Filter for Field Inversion and Machine Learning

Yuan Wu, Sicheng He

The Kalman filter is a fundamental tool for state estimation in dynamical systems. While originally developed for linear Gaussian settings, it has been extended to nonlinear proble…