Alexandra Baier


Analytic Computing


+49 711 685 88115

Universitätsstraße 32
70569 Stuttgart
Room: 02.313

  1. A. Baier and D. Frank, “deepsysid: System Identification Toolkit for Multistep Prediction using Deep Learning.” DaRUS, 2023. doi: 10.18419/DARUS-3455.
  2. A. Baier, D. Aspandi, and S. Staab, “Supplements for ‘ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter Varying Networks’".” DaRUS, 2023. doi: 10.18419/DARUS-3457.
  3. A. Baier and S. Staab, “A Simulated 4-DOF Ship Motion Dataset for System Identification under Environmental Disturbances.” 2022. doi: 10.18419/darus-2905.
  4. A. Baier, Z. Boukhers, and S. Staab, “Hybrid Physics and Deep Learning Model for Interpretable Vehicle State Prediction,” 2021. [Online]. Available:

University of Stuttgart

  • Exercise Machine Learning (Summers 2020, 2022)
  • Fachpraktikum "Artificial Intelligence" (Winter 2020/21)
  • Hauptseminar "Machine Learning for Modeling and Control" (Winters 2021/22, 2022/23)
  • Fachpraktikum "Maritime Anomaly Detection with Deep Learning" (Winter 2022/23)

University of Koblenz-Landau

  • Exercise Foundations of Databases (Winter 2019/2020)
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