4 Publikationen
2025 | Konferenzbeitrag | FH-PUB-ID: 6359 | 
@inproceedings{Langenkamp_Hannebohm_Bachmann_2025, title={Efficient Training of Physics-enhanced Neural ODEs via Direct Collocation and Nonlinear Programming}, volume={218}, DOI={10.3384/ecp218445}, booktitle={Proceedings of the 16th International Modelica&FMI Conference}, publisher={Linköping University Electronic Press}, author={Langenkamp, Linus and Hannebohm, Philip and Bachmann, Bernhard}, editor={Zimmer, Dirk and Müller, Ulf ChristianEditors}, year={2025}, pages={445–457} }
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2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6357 |
@inproceedings{Hannebohm_Bachmann_2025, series={Linköping Electronic Conference Proceedings}, title={Selective Evaluation of RHS during Multi-Rate Simulation}, volume={218}, DOI={10.3384/ecp218943}, booktitle={Proceedings of the 16th International Modelica&FMI Conference}, publisher={Linköping University Electronic Press}, author={Hannebohm, Philip and Bachmann, Bernhard}, editor={Zimmer, Dirk and Müller, Ulf ChristianEditors}, year={2025}, pages={943–947}, collection={Linköping Electronic Conference Proceedings} }
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2023 | Kurzbeitrag Konferenz | FH-PUB-ID: 4620 |
@inproceedings{Heuermann_Hannebohm_Schäfer_Bachmann_2023, title={Fehlerkontrollierte ML-Surrogate zur beschleunigten Simulation nichtlinearer Gleichungssysteme in Modelica}, DOI={10.13140/RG.2.2.11838.70729}, publisher={Unpublished}, author={Heuermann, Andreas and Hannebohm, Philip and Schäfer, Matthias and Bachmann, Bernhard}, year={2023} }
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2023 | Konferenzbeitrag | FH-PUB-ID: 4618
@inproceedings{Heuermann_Hannebohm_Schäfer_Bachmann_2023, series={Linköping Electronic Conference Proceedings}, title={Accelerating the simulation of equation-based models by replacing non-linear algebraic loops with error-controlled machine learning surrogates}, volume={204}, DOI={10.3384/ecp204275}, booktitle={Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11}, publisher={Linköping University Electronic Press}, author={Heuermann, Andreas and Hannebohm, Philip and Schäfer, Matthias and Bachmann, Bernhard}, editor={Müller, Dirk and Monti, Antonello and Benigni, Andrea Editors}, year={2023}, pages={275–284}, collection={Linköping Electronic Conference Proceedings} }
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4 Publikationen
2025 | Konferenzbeitrag | FH-PUB-ID: 6359 |
@inproceedings{Langenkamp_Hannebohm_Bachmann_2025, title={Efficient Training of Physics-enhanced Neural ODEs via Direct Collocation and Nonlinear Programming}, volume={218}, DOI={10.3384/ecp218445}, booktitle={Proceedings of the 16th International Modelica&FMI Conference}, publisher={Linköping University Electronic Press}, author={Langenkamp, Linus and Hannebohm, Philip and Bachmann, Bernhard}, editor={Zimmer, Dirk and Müller, Ulf ChristianEditors}, year={2025}, pages={445–457} }
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2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6357 |
@inproceedings{Hannebohm_Bachmann_2025, series={Linköping Electronic Conference Proceedings}, title={Selective Evaluation of RHS during Multi-Rate Simulation}, volume={218}, DOI={10.3384/ecp218943}, booktitle={Proceedings of the 16th International Modelica&FMI Conference}, publisher={Linköping University Electronic Press}, author={Hannebohm, Philip and Bachmann, Bernhard}, editor={Zimmer, Dirk and Müller, Ulf ChristianEditors}, year={2025}, pages={943–947}, collection={Linköping Electronic Conference Proceedings} }
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2023 | Kurzbeitrag Konferenz | FH-PUB-ID: 4620 |
@inproceedings{Heuermann_Hannebohm_Schäfer_Bachmann_2023, title={Fehlerkontrollierte ML-Surrogate zur beschleunigten Simulation nichtlinearer Gleichungssysteme in Modelica}, DOI={10.13140/RG.2.2.11838.70729}, publisher={Unpublished}, author={Heuermann, Andreas and Hannebohm, Philip and Schäfer, Matthias and Bachmann, Bernhard}, year={2023} }
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2023 | Konferenzbeitrag | FH-PUB-ID: 4618
@inproceedings{Heuermann_Hannebohm_Schäfer_Bachmann_2023, series={Linköping Electronic Conference Proceedings}, title={Accelerating the simulation of equation-based models by replacing non-linear algebraic loops with error-controlled machine learning surrogates}, volume={204}, DOI={10.3384/ecp204275}, booktitle={Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11}, publisher={Linköping University Electronic Press}, author={Heuermann, Andreas and Hannebohm, Philip and Schäfer, Matthias and Bachmann, Bernhard}, editor={Müller, Dirk and Monti, Antonello and Benigni, Andrea Editors}, year={2023}, pages={275–284}, collection={Linköping Electronic Conference Proceedings} }
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