Götte, Ricarda-Samantha, and Julia Timmermann. “Estimating States and Model Uncertainties Jointly by a Sparsity Promoting UKF.”https://doi.org/10.1016/j.ifacol.2023.02.015__12th IFAC Symposium on Nonlinear Control Systems (NOLCOS 2022), vol. 56, no. 1, 2023, pp. 85–90, doi:https://doi.org/10.1016/j.ifacol.2023.02.015.
LibreCat: /record/34171
DOI: https://doi.org/10.1016/j.ifacol.2023.02.015

Götte, Ricarda-Samantha, et al. “Data-Driven Identification of Disturbances Using a Sliding Mode Observer.”10.5445/KSP/1000162754__Proceedings - 33. Workshop Computational Intelligence: Berlin, 23.-24. November 2023, 2023, pp. 113–23, doi:10.5445/KSP/1000162754.
LibreCat: /record/48482
DOI: 10.5445/KSP/1000162754

Götte, Ricarda-Samantha, and Julia Timmermann. “Approximating a Laplacian Prior for Joint State and Model Estimation within an UKF.” IFAC-PapersOnLine, vol. 56, no. 2, 2023, pp. 869–74.
LibreCat: /record/44326

Götte, Ricarda-Samantha, and Julia Timmermann. “Composed Physics- and Data-Driven System Identification for Non-Autonomous Systems in Control Engineering.”10.1109/AIRC56195.2022.9836982__2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC), 2022, pp. 67–76, doi:10.1109/AIRC56195.2022.9836982.
LibreCat: /record/26539
DOI: 10.1109/AIRC56195.2022.9836982

Schön, Oliver, et al. “Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems.”https://doi.org/10.1016/j.ifacol.2022.07.282__14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022), vol. 55, no. 12, 2022, pp. 19–24, doi:https://doi.org/10.1016/j.ifacol.2022.07.282.
LibreCat: /record/31066
DOI: https://doi.org/10.1016/j.ifacol.2022.07.282