4 Publikationen
2025 | Konferenzbeitrag | FH-PUB-ID: 6359 | 
Efficient Training of Physics-enhanced Neural ODEs via Direct Collocation and Nonlinear Programming
L. Langenkamp, P. Hannebohm, B. Bachmann, in: D. Zimmer, U.C. Müller (Eds.), Proceedings of the 16th International Modelica&FMI Conference, Linköping University Electronic Press, 2025, pp. 445–457.
HSBI-PUB
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L. Langenkamp, P. Hannebohm, B. Bachmann, in: D. Zimmer, U.C. Müller (Eds.), Proceedings of the 16th International Modelica&FMI Conference, Linköping University Electronic Press, 2025, pp. 445–457.
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6357 |
Selective Evaluation of RHS during Multi-Rate Simulation
P. Hannebohm, B. Bachmann, in: D. Zimmer, U.C. Müller (Eds.), Proceedings of the 16th International Modelica&FMI Conference, Linköping University Electronic Press, 2025, pp. 943–947.
HSBI-PUB
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P. Hannebohm, B. Bachmann, in: D. Zimmer, U.C. Müller (Eds.), Proceedings of the 16th International Modelica&FMI Conference, Linköping University Electronic Press, 2025, pp. 943–947.
2023 | Kurzbeitrag Konferenz | FH-PUB-ID: 4620 |
Fehlerkontrollierte ML-Surrogate zur beschleunigten Simulation nichtlinearer Gleichungssysteme in Modelica
A. Heuermann, P. Hannebohm, M. Schäfer, B. Bachmann, in: Unpublished, 2023.
HSBI-PUB
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A. Heuermann, P. Hannebohm, M. Schäfer, B. Bachmann, in: Unpublished, 2023.
2023 | Konferenzbeitrag | FH-PUB-ID: 4618
Accelerating the simulation of equation-based models by replacing non-linear algebraic loops with error-controlled machine learning surrogates
A. Heuermann, P. Hannebohm, M. Schäfer, B. Bachmann, in: D. Müller, A. Monti, A. Benigni (Eds.), Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11, Linköping University Electronic Press, 2023, pp. 275–284.
HSBI-PUB
| DOI
A. Heuermann, P. Hannebohm, M. Schäfer, B. Bachmann, in: D. Müller, A. Monti, A. Benigni (Eds.), Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11, Linköping University Electronic Press, 2023, pp. 275–284.
4 Publikationen
2025 | Konferenzbeitrag | FH-PUB-ID: 6359 |
Efficient Training of Physics-enhanced Neural ODEs via Direct Collocation and Nonlinear Programming
L. Langenkamp, P. Hannebohm, B. Bachmann, in: D. Zimmer, U.C. Müller (Eds.), Proceedings of the 16th International Modelica&FMI Conference, Linköping University Electronic Press, 2025, pp. 445–457.
HSBI-PUB
| Dateien verfügbar
| DOI
| Download (ext.)
L. Langenkamp, P. Hannebohm, B. Bachmann, in: D. Zimmer, U.C. Müller (Eds.), Proceedings of the 16th International Modelica&FMI Conference, Linköping University Electronic Press, 2025, pp. 445–457.
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6357 |
Selective Evaluation of RHS during Multi-Rate Simulation
P. Hannebohm, B. Bachmann, in: D. Zimmer, U.C. Müller (Eds.), Proceedings of the 16th International Modelica&FMI Conference, Linköping University Electronic Press, 2025, pp. 943–947.
HSBI-PUB
| Dateien verfügbar
| DOI
P. Hannebohm, B. Bachmann, in: D. Zimmer, U.C. Müller (Eds.), Proceedings of the 16th International Modelica&FMI Conference, Linköping University Electronic Press, 2025, pp. 943–947.
2023 | Kurzbeitrag Konferenz | FH-PUB-ID: 4620 |
Fehlerkontrollierte ML-Surrogate zur beschleunigten Simulation nichtlinearer Gleichungssysteme in Modelica
A. Heuermann, P. Hannebohm, M. Schäfer, B. Bachmann, in: Unpublished, 2023.
HSBI-PUB
| Dateien verfügbar
| DOI
A. Heuermann, P. Hannebohm, M. Schäfer, B. Bachmann, in: Unpublished, 2023.
2023 | Konferenzbeitrag | FH-PUB-ID: 4618
Accelerating the simulation of equation-based models by replacing non-linear algebraic loops with error-controlled machine learning surrogates
A. Heuermann, P. Hannebohm, M. Schäfer, B. Bachmann, in: D. Müller, A. Monti, A. Benigni (Eds.), Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11, Linköping University Electronic Press, 2023, pp. 275–284.
HSBI-PUB
| DOI
A. Heuermann, P. Hannebohm, M. Schäfer, B. Bachmann, in: D. Müller, A. Monti, A. Benigni (Eds.), Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11, Linköping University Electronic Press, 2023, pp. 275–284.