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__In 12th IFAC Symposium on Nonlinear Control Systems (NOLCOS 2022), 56:85–90, 2023.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, Jo Noel Klusmann, and Julia Timmermann. “Data-Driven Identification of Disturbances Using a Sliding Mode Observer.”https://doi.org/10.5445/KSP/1000162754__In Proceedings - 33. Workshop Computational Intelligence: Berlin, 23.-24. November 2023, 113–23, 2023.https://doi.org/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.” In IFAC-PapersOnLine, 56:869–74, 2023.
LibreCat: /record/44326

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

Schön, Oliver, Ricarda-Samantha Götte, and Julia Timmermann. “Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems.”https://doi.org/10.1016/j.ifacol.2022.07.282__In 14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022), 55:19–24, 2022.https://doi.org/10.1016/j.ifacol.2022.07.282 .
LibreCat: /record/31066
DOI: https://doi.org/10.1016/j.ifacol.2022.07.282