Publications

Alexandra Baier, Decky Aspandi, und Steffen Staab. ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter Varying Networks. Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI-23, International Joint Conferences on Artificial Intelligence Organization, August 2023. [PUMA: EXC2075 exc2075 myown pn4 simtech] URL

Alexandra Baier, Decky Aspandi, und Steffen Staab. Supplements for "ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter Varying Networks"". DaRUS, 2023. [PUMA: EXC2075 deeplearning exc2075 myown pn4 simtech] URL

Alexandra Baier, und Daniel Frank. deepsysid: System Identification Toolkit for Multistep Prediction using Deep Learning. DaRUS, 2023. [PUMA: EXC2075 deeplearning exc2075 myown pn4 simtech] URL

Alexandra Baier, und Steffen Staab. A Simulated 4-DOF Ship Motion Dataset for System Identification under Environmental Disturbances. 2022. [PUMA: EXC2075 deeplearning exc2075 machinelearning myown pn4 simtech]

Alexandra Baier, Zeyd Boukhers, und Steffen Staab. Hybrid Physics and Deep Learning Model for Interpretable Vehicle State Prediction. 2021. [PUMA: EXC2075 deeplearning machinelearning myown pn4 prePrint simtech] URL