Publications

Alexandra Baier, Decky Aspandi, and 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: myown simtech pn4 EXC2075 exc2075] URL

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

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

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

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

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

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

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