Well-posedness of Extended Kalman Filter equations for semilinear infinite-dimensional systems. - Sepideh Afshar; Fabian Germ; Kirsten Morris 001 (CDC, 2020)

Learning the conditional law: signatures and conditional GANs in filtering and prediction of diffusion processes. - Fabian Germ; Marc Sabate Vidales (CDC, 2022)

Extended Kalman Filter-Based Observer Design for Semilinear Infinite-Dimensional Systems. - Sepideh Afshar; Fabian Germ; Kirsten Morris 001 (IEEE Trans. Autom. Control., 2024)