BibTeX records: Jan Blechschmidt

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@inproceedings{DBLP:conf/icml/BlechschmidtRWS25,
  author       = {Jan Blechschmidt and
                  Tom{-}Christian Riemer and
                  Max Winkler and
                  Martin Stoll and
                  Jan{-}Frederik Pietschmann},
  editor       = {Aarti Singh and
                  Maryam Fazel and
                  Daniel Hsu and
                  Simon Lacoste{-}Julien and
                  Felix Berkenkamp and
                  Tegan Maharaj and
                  Kiri Wagstaff and
                  Jerry Zhu},
  title        = {Physics-Informed DeepONets for drift-diffusion on metric graphs: simulation
                  and parameter identification},
  booktitle    = {Forty-second International Conference on Machine Learning, {ICML}
                  2025, Vancouver, BC, Canada, July 13-19, 2025},
  series       = {Proceedings of Machine Learning Research},
  volume       = {267},
  publisher    = {{PMLR} / OpenReview.net},
  year         = {2025},
  url          = {https://proceedings.mlr.press/v267/blechschmidt25a.html},
  timestamp    = {Wed, 04 Feb 2026 16:54:16 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/BlechschmidtRWS25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2505-04263,
  author       = {Jan Blechschmidt and
                  Tom{-}Christian Riemer and
                  Max Winkler and
                  Martin Stoll and
                  Jan{-}Frederik Pietschmann},
  title        = {Physics-Informed DeepONets for drift-diffusion on metric graphs: simulation
                  and parameter identification},
  journal      = {CoRR},
  volume       = {abs/2505.04263},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2505.04263},
  doi          = {10.48550/ARXIV.2505.04263},
  eprinttype   = {arXiv},
  eprint       = {2505.04263},
  timestamp    = {Fri, 20 Jun 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2505-04263.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2205-07195,
  author       = {Jan Blechschmidt and
                  Jan{-}Frederik Pietschmann and
                  Tom{-}Christian Riemer and
                  Martin Stoll and
                  Max Winkler},
  title        = {A comparison of {PINN} approaches for drift-diffusion equations on
                  metric graphs},
  journal      = {CoRR},
  volume       = {abs/2205.07195},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.07195},
  doi          = {10.48550/ARXIV.2205.07195},
  eprinttype   = {arXiv},
  eprint       = {2205.07195},
  timestamp    = {Tue, 01 Apr 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-07195.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2102-11802,
  author       = {Jan Blechschmidt and
                  Oliver G. Ernst},
  title        = {Three Ways to Solve Partial Differential Equations with Neural Networks
                  - {A} Review},
  journal      = {CoRR},
  volume       = {abs/2102.11802},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.11802},
  eprinttype   = {arXiv},
  eprint       = {2102.11802},
  timestamp    = {Wed, 24 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-11802.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1901-05744,
  author       = {Dominik Alfke and
                  Weston Baines and
                  Jan Blechschmidt and
                  Mauricio J. del Razo Sarmina and
                  Amnon Drory and
                  Dennis Elbr{\"{a}}chter and
                  Nando Farchmin and
                  Matteo Gambara and
                  Silke Glas and
                  Philipp Grohs and
                  Peter Hinz and
                  Danijel Kivaranovic and
                  Christian K{\"{u}}mmerle and
                  Gitta Kutyniok and
                  Sebastian Lunz and
                  Jan MacDonald and
                  Ryan Malthaner and
                  Gregory Naisat and
                  Ariel Neufeld and
                  Philipp Christian Petersen and
                  Rafael Reisenhofer and
                  Jun{-}Da Sheng and
                  Laura Thesing and
                  Philipp Trunschke and
                  Johannes von Lindheim and
                  David Weber and
                  Melanie Weber},
  title        = {The Oracle of DLphi},
  journal      = {CoRR},
  volume       = {abs/1901.05744},
  year         = {2019},
  url          = {http://arxiv.org/abs/1901.05744},
  eprinttype   = {arXiv},
  eprint       = {1901.05744},
  timestamp    = {Mon, 04 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-05744.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1909-12676,
  author       = {Jan Blechschmidt and
                  Roland Herzog and
                  Max Winkler},
  title        = {Error estimation for second-order PDEs in non-variational form},
  journal      = {CoRR},
  volume       = {abs/1909.12676},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.12676},
  eprinttype   = {arXiv},
  eprint       = {1909.12676},
  timestamp    = {Wed, 02 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-12676.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}