Efficient Robust Parameter Identification in Generalized Kalman Smoothing Models. - Jonker, Jonathan; Zheng, Peng; Aravkin, Aleksandr Y. (IEEE Trans. Autom. Control., 2021)

Physics-informed machine learning for sensor fault detection with flight test data. - Silva, Brian M. de; Callaham, Jared; Jonker, Jonathan; Goebel, Nicholas; Klemisch, Jennifer; McDonald, Darren; Hicks, Nathan; Kutz, J. Nathan; Brunton, Steven L.; Aravkin, Aleksandr Y. (CoRR, 2020)

Fast robust methods for singular state-space models. - Jonker, Jonathan; Aravkin, Aleksandr Y.; Burke, James V.; Pillonetto, Gianluigi; Webster, Sarah E. (Autom., 2019)

Robust Singular Smoothers for Tracking Using Low-Fidelity Data. - Jonker, Jonathan; Aravkin, Aleksandr Y.; Burke, James V.; Pillonetto, Gianluigi; Webster, Sarah E. (2019)