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Data-Driven Reachability Analysis Using Matrix Zonotopes

, , , and . Learning for Dynamics and Control, 144, page 163-175. PMLR, (2021)

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Technology Integration into Pre-service Teacher Training., , and . IJICTE, 8 (1): 1-14 (2012)Robust and optimal predictive control of the COVID-19 outbreak, , , , , and . Annual reviews in control, (2020)arXiv preprint arXiv:2005.03580.Sampling Strategies for Data-Driven Inference of Input–Output System Properties, , and . IEEE Transactions on Automatic Control, 66 (3): 1144-1159 (2021)Provably Robust Verification of Dissipativity Properties from Data, , and . IEEE transactions on automatic control, 67 (8): 4248-4255 (2022)Verifying dissipativity properties from noise-corrupted input-state data, , and . 2020 59th IEEE Conference on Decision and Control (CDC), page 616-621. IEEE, (2021)Robust and optimal predictive control of the COVID-19 outbreak, , , , , and . Annual Reviews in Control, (2021)Data-Driven Controller Design via Finite-Horizon Dissipativity, , , and . Proceedings of the 3rd Conference on Learning for Dynamics and Control, volume 144 of Proceedings of Machine Learning Research, page 287--298. PMLR, (2021)Data-Driven Input-Passivity Estimation Using Power Iterations, , , and . 19th IFAC Symposium on System Identification SYSID 2021, 54, 7, page 619-624. Elsevier, (2021)Data-Driven Reachability Analysis From Noisy Data, , , and . IEEE transactions on automatic control, 68 (5): 3054-3069 (2023)Determining input-output properties of linear time-invariant systems from data. Universität Stuttgart, Berlin, Dissertation, (2022)