@article{6445,
  author       = {Bachmann, Bernhard and Bonaventura, Luca and Casella, Francesco and Fernández-García, Soledad and Gómez-Mármol, Macarena and Hannebohm, Philip},
  issn         = {1573-7691},
  journal      = {Journal of Scientific Computing},
  number       = {1},
  publisher    = {Springer Science and Business Media LLC},
  title        = {{Self-Adjusting Multi-Rate Runge-Kutta Methods: Analysis and Efficient Implementation in An Open Source Framework}},
  doi          = {10.1007/s10915-025-03049-y},
  volume       = {105},
  year         = {2025},
}

@unpublished{6448,
  author       = {Brandt, Felix and Heuermann, Andreas and Hannebohm, Philip and Bachmann, Bernhard},
  booktitle    = {arXiv:2510.09317},
  title        = {{Residual-Informed Learning of Solutions to Algebraic Loops}},
  year         = {2025},
}

@inproceedings{6449,
  author       = {Casella, Francesco and Bachmann, Bernhard and Abdelhak, Karim and Hannebohm, Philip and Van der Stelt, Teus},
  booktitle    = {Proceedings of the 16th International Modelica&FMI Conference, September 8 – 10, 2025, Lucerne University of Applied Sciences and Arts (HSLU)},
  publisher    = {Linköping University Electronic Press},
  title        = {{Diagnosing Newton’s Solver Convergence Failures in the Initialization of Modelica Models}},
  doi          = {10.3384/ecp218109},
  volume       = {218},
  year         = {2025},
}

@inproceedings{6357,
  author       = {Hannebohm, Philip and Bachmann, Bernhard},
  booktitle    = {Proceedings of the 16th International Modelica&FMI Conference},
  editor       = {Zimmer, Dirk and Müller, Ulf Christian},
  keywords     = {Equation-based modelling, Multi-rate simulation, Structural analysis},
  location     = {Lucerne},
  pages        = {943–947},
  publisher    = {Linköping University Electronic Press},
  title        = {{Selective Evaluation of RHS during Multi-Rate Simulation}},
  doi          = {10.3384/ecp218943},
  volume       = {218},
  year         = {2025},
}

@inproceedings{6359,
  author       = {Langenkamp, Linus and Hannebohm, Philip and Bachmann, Bernhard},
  booktitle    = {Proceedings of the 16th International Modelica&FMI Conference},
  editor       = {Zimmer, Dirk and Müller, Ulf Christian},
  keywords     = {Physics-enhanced Neural ODEs, Dynamic Optimization, Nonlinear Programming, Modelica, NeuralODEs, Universal Differential Equations},
  location     = {Luzern},
  pages        = {445 -- 457},
  publisher    = {Linköping University Electronic Press},
  title        = {{Efficient Training of Physics-enhanced Neural ODEs via Direct Collocation and Nonlinear Programming}},
  doi          = {10.3384/ecp218445},
  volume       = {218},
  year         = {2025},
}

@inproceedings{4618,
  author       = {Heuermann, Andreas and Hannebohm, Philip and Schäfer, Matthias and Bachmann, Bernhard},
  booktitle    = {Proceedings of the 15th International Modelica Conference 2023, Aachen, October 9-11},
  editor       = {Müller, Dirk  and Monti, Antonello  and Benigni, Andrea },
  isbn         = {978-91-8075-505-4},
  issn         = {1650-3740},
  location     = {Aachen},
  pages        = {275--284},
  publisher    = {Linköping University Electronic Press},
  title        = {{Accelerating the simulation of equation-based models by replacing non-linear algebraic loops with error-controlled machine learning surrogates}},
  doi          = {10.3384/ecp204275},
  volume       = {204},
  year         = {2023},
}

@inproceedings{4620,
  author       = {Heuermann, Andreas and Hannebohm, Philip and Schäfer, Matthias and Bachmann, Bernhard},
  location     = {Bielefeld},
  publisher    = {Unpublished},
  title        = {{Fehlerkontrollierte ML-Surrogate zur beschleunigten Simulation nichtlinearer Gleichungssysteme in Modelica}},
  doi          = {10.13140/RG.2.2.11838.70729},
  year         = {2023},
}