4 Publikationen
2025 | Konferenzbeitrag | FH-PUB-ID: 6359 | 
Langenkamp L, Hannebohm P, Bachmann B. Efficient Training of Physics-enhanced Neural ODEs via Direct Collocation and Nonlinear Programming. In: Zimmer D, Müller UC, eds. Proceedings of the 16th International Modelica&FMI Conference. Vol 218. Linköping University Electronic Press; 2025:445-457. doi:10.3384/ecp218445
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2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6357 |
Hannebohm P, Bachmann B. Selective Evaluation of RHS during Multi-Rate Simulation. In: Zimmer D, Müller UC, eds. Proceedings of the 16th International Modelica&FMI Conference. Vol 218. Linköping Electronic Conference Proceedings. Linköping University Electronic Press; 2025:943–947. doi:10.3384/ecp218943
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2023 | Kurzbeitrag Konferenz | FH-PUB-ID: 4620 |
Heuermann A, Hannebohm P, Schäfer M, Bachmann B. Fehlerkontrollierte ML-Surrogate zur beschleunigten Simulation nichtlinearer Gleichungssysteme in Modelica. In: Unpublished; 2023. doi:10.13140/RG.2.2.11838.70729
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2023 | Konferenzbeitrag | FH-PUB-ID: 4618
Heuermann A, Hannebohm P, Schäfer M, Bachmann B. Accelerating the simulation of equation-based models by replacing non-linear algebraic loops with error-controlled machine learning surrogates. In: Müller D, Monti A, Benigni A, eds. Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11. Vol 204. Linköping Electronic Conference Proceedings. Linköping University Electronic Press; 2023:275-284. doi:10.3384/ecp204275
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4 Publikationen
2025 | Konferenzbeitrag | FH-PUB-ID: 6359 |
Langenkamp L, Hannebohm P, Bachmann B. Efficient Training of Physics-enhanced Neural ODEs via Direct Collocation and Nonlinear Programming. In: Zimmer D, Müller UC, eds. Proceedings of the 16th International Modelica&FMI Conference. Vol 218. Linköping University Electronic Press; 2025:445-457. doi:10.3384/ecp218445
HSBI-PUB
| Dateien verfügbar
| DOI
| Download (ext.)
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6357 |
Hannebohm P, Bachmann B. Selective Evaluation of RHS during Multi-Rate Simulation. In: Zimmer D, Müller UC, eds. Proceedings of the 16th International Modelica&FMI Conference. Vol 218. Linköping Electronic Conference Proceedings. Linköping University Electronic Press; 2025:943–947. doi:10.3384/ecp218943
HSBI-PUB
| Dateien verfügbar
| DOI
2023 | Kurzbeitrag Konferenz | FH-PUB-ID: 4620 |
Heuermann A, Hannebohm P, Schäfer M, Bachmann B. Fehlerkontrollierte ML-Surrogate zur beschleunigten Simulation nichtlinearer Gleichungssysteme in Modelica. In: Unpublished; 2023. doi:10.13140/RG.2.2.11838.70729
HSBI-PUB
| Dateien verfügbar
| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 4618
Heuermann A, Hannebohm P, Schäfer M, Bachmann B. Accelerating the simulation of equation-based models by replacing non-linear algebraic loops with error-controlled machine learning surrogates. In: Müller D, Monti A, Benigni A, eds. Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11. Vol 204. Linköping Electronic Conference Proceedings. Linköping University Electronic Press; 2023:275-284. doi:10.3384/ecp204275
HSBI-PUB
| DOI