Journals
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Heringhaus, Monika E., Yi Zhang, André Zimmermann, and Lars Mikelsons. 2022. “Towards Reliable Parameter Extraction in MEMS Final Module Testing Using Bayesian Inference” Sensors 22, no. 14: 5408. https://doi.org/10.3390/s22145408
- Blog post: MEMS Swim in BayesFlow
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Yi Zhang, Lars Mikelsons. “Sensitivity-Guided Iterative Parameter Identification and Data Generation with BayesFlow and PELS-VAE for Model Calibration”, Adv. Model. and Simul. in Eng. Sci. 10, 9 (2023). https://doi.org/10.1186/s40323-023-00246-y
Conferences
- Schatz, H.; Varchmin, A.:
“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. “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
- Yi Zhang, Lars Mikelsons. “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.
Workshops
- Andreas Heuermann, Philip Hannebohm, Bernhard Bachmann. “Replacing Strong Components with ANN”. Januaryi 31. 2022, OpenModelica Annual Workshop 2022, presentation https://openmodelica.org/images/M_images/OpenModelicaWorkshop_2022/1355_Replacing_Strong_Components_with_ANN.pdf
- Karim Abdelhak, Philip Hannebohm, Bernhard Bachmann.
“Status of the New Backend”.
February 6. 2023, OpenModelica Annual Workshop 2023, presentation https://openmodelica.org/images/M_images/OpenModelicaWorkshop_2023/status_of_new_backend.pdf
- Blog Post: E-Graphs for symbolic simplification