5 Publications
2023 | Conference Paper | LibreCat-ID: 34171
@inproceedings{Götte_Timmermann_2023, title={Estimating States and Model Uncertainties Jointly by a Sparsity Promoting UKF}, volume={56}, DOI={https://doi.org/10.1016/j.ifacol.2023.02.015}, number={1}, booktitle={12th IFAC Symposium on Nonlinear Control Systems (NOLCOS 2022)}, author={Götte, Ricarda-Samantha and Timmermann, Julia}, year={2023}, pages={85–90} }
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2023 | Conference Paper | LibreCat-ID: 48482 | 
@inproceedings{Götte_Klusmann_Timmermann_2023, title={Data-driven identification of disturbances using a sliding mode observer}, DOI={10.5445/KSP/1000162754}, booktitle={Proceedings - 33. Workshop Computational Intelligence: Berlin, 23.-24. November 2023}, author={Götte, Ricarda-Samantha and Klusmann, Jo Noel and Timmermann, Julia}, year={2023}, pages={113–123} }
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2023 | Conference Paper | LibreCat-ID: 44326
@inproceedings{Götte_Timmermann_2023, title={Approximating a Laplacian Prior for Joint State and Model Estimation within an UKF}, volume={56}, number={2}, booktitle={IFAC-PapersOnLine}, author={Götte, Ricarda-Samantha and Timmermann, Julia}, year={2023}, pages={869–874} }
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2022 | Conference Paper | LibreCat-ID: 26539 |
@inproceedings{Götte_Timmermann_2022, title={Composed Physics- and Data-driven System Identification for Non-autonomous Systems in Control Engineering}, DOI={10.1109/AIRC56195.2022.9836982}, booktitle={2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC)}, author={Götte, Ricarda-Samantha and Timmermann, Julia}, year={2022}, pages={67–76} }
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2022 | Conference Paper | LibreCat-ID: 31066
@inproceedings{Schön_Götte_Timmermann_2022, title={Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems}, volume={55}, DOI={https://doi.org/10.1016/j.ifacol.2022.07.282}, number={12}, booktitle={14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)}, author={Schön, Oliver and Götte, Ricarda-Samantha and Timmermann, Julia}, year={2022}, pages={19–24} }
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5 Publications
2023 | Conference Paper | LibreCat-ID: 34171
@inproceedings{Götte_Timmermann_2023, title={Estimating States and Model Uncertainties Jointly by a Sparsity Promoting UKF}, volume={56}, DOI={https://doi.org/10.1016/j.ifacol.2023.02.015}, number={1}, booktitle={12th IFAC Symposium on Nonlinear Control Systems (NOLCOS 2022)}, author={Götte, Ricarda-Samantha and Timmermann, Julia}, year={2023}, pages={85–90} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 48482 |
@inproceedings{Götte_Klusmann_Timmermann_2023, title={Data-driven identification of disturbances using a sliding mode observer}, DOI={10.5445/KSP/1000162754}, booktitle={Proceedings - 33. Workshop Computational Intelligence: Berlin, 23.-24. November 2023}, author={Götte, Ricarda-Samantha and Klusmann, Jo Noel and Timmermann, Julia}, year={2023}, pages={113–123} }
LibreCat
| DOI
| Download (ext.)
2023 | Conference Paper | LibreCat-ID: 44326
@inproceedings{Götte_Timmermann_2023, title={Approximating a Laplacian Prior for Joint State and Model Estimation within an UKF}, volume={56}, number={2}, booktitle={IFAC-PapersOnLine}, author={Götte, Ricarda-Samantha and Timmermann, Julia}, year={2023}, pages={869–874} }
LibreCat
2022 | Conference Paper | LibreCat-ID: 26539 |
@inproceedings{Götte_Timmermann_2022, title={Composed Physics- and Data-driven System Identification for Non-autonomous Systems in Control Engineering}, DOI={10.1109/AIRC56195.2022.9836982}, booktitle={2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC)}, author={Götte, Ricarda-Samantha and Timmermann, Julia}, year={2022}, pages={67–76} }
LibreCat
| DOI
| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 31066
@inproceedings{Schön_Götte_Timmermann_2022, title={Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems}, volume={55}, DOI={https://doi.org/10.1016/j.ifacol.2022.07.282}, number={12}, booktitle={14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)}, author={Schön, Oliver and Götte, Ricarda-Samantha and Timmermann, Julia}, year={2022}, pages={19–24} }
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