Journals

Conferences

  • Schatz, Henrik, Achim Varchmin. 2022. “Einsatz neuronaler Netze in der Betriebsstrategie und Regelung von CO2-Kältekreisläufen”, 10. VDI-Fachkonferenz Thermomanagement für elektromotorisch angetriebene PKW, Nürnberg, Germany, 9-10 March 2022
    • The presentation is not available online. On request the presentation can be published.
  • Hübel, Moritz, Nirmala Nirmala, Michael Deligant, and Lixiang Li. 2022. “Hybrid physical-AI based system modeling and simulation approach demonstrated on an automotive fuel cell.”, In Modelica Conferences, pp. 157-163. 2022. https://doi.org/10.3384/ecp193157
  • Zhang, Yi, Lars Mikelsons. 2023. “Solving Stochastic Inverse Problems with Stochastic Normalizing Flows”, 2023 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM), on June 27-July 1 (Tue-Sat), 2023, in Seattle, Washington, USA.
  • Heuermann, Andreas, Philip Hannebohm, Matthias Schäfer, and Bernhard Bachmann. 2023. “Accelerating the Simulation of Equation-Based Models by Replacing Non-Linear Algebraic Loops with Error-Controlled Machine Learning Surrogates.” In Proceedings of the 15th International Modelica Conference, on October 9-11, 2023, in Aachen, Germany.
  • Kurzbach, Gerd, Oliver Lenord, Hans Olsson, Martin Sjölund, and Henrik Tidefelt. 2023. “Design proposal of a standardized Base Modelica language.”, In Proceedings of the 15th International Modelica Conference, on October 9-11, 2023, in Aachen, Germany.
  • Thummerer, Tobias, Artem Kolesnikov, Julia Gundermann, Denis Ritz, and Lars Mikelsons. 2023. “Paving the way for Hybrid Twins using Neural Functional Mock-Up Units.”, In Proceedings of the 15th International Modelica Conference, on October 9-11, 2023, in Aachen, Germany.
  • Julius Aka, Johannes Brunnemann, Svenne Freund, and Arne Speerforck. 2023. “Efficient Global Multi Parameter Calibration for Complex System Models Using Machine-Learning Surrogates.”, In Proceedings of the 15th International Modelica Conference, on October 9-11, 2023, in Aachen, Germany.

Workshops