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@INPROCEEDINGS{Mayfrank:1052737,
      author       = {Mayfrank, Daniel and Ahn, Na Young and Mitsos, Alexander
                      and Dahmen, Manuel},
      title        = {{T}ask-optimal data-driven surrogate models for e{NMPC} via
                      differentiable simulation and optimization},
      volume       = {59},
      number       = {6},
      issn         = {1474-6670},
      address      = {München [u.a.]},
      publisher    = {Elsevier},
      reportid     = {FZJ-2026-01094},
      series       = {IFAC-PapersOnLine},
      pages        = {43 - 48},
      year         = {2025},
      month         = {Jun},
      date          = {2025-06-16},
      organization  = {14th IFAC Symposium on Dynamics and
                       Control of Process Systems, including
                       Biosystems DYCOPS 2025, Bratislava
                       (Slovakia), 16 Jun 2025 - 19 Jun 2025},
      cin          = {ICE-1},
      ddc          = {600},
      cid          = {I:(DE-Juel1)ICE-1-20170217},
      pnm          = {1121 - Digitalization and Systems Technology for
                      Flexibility Solutions (POF4-112) / HDS LEE - Helmholtz
                      School for Data Science in Life, Earth and Energy (HDS LEE)
                      (HDS-LEE-20190612)},
      pid          = {G:(DE-HGF)POF4-1121 / G:(DE-Juel1)HDS-LEE-20190612},
      typ          = {PUB:(DE-HGF)8 / PUB:(DE-HGF)7},
      doi          = {10.1016/j.ifacol.2025.07.119},
      url          = {https://juser.fz-juelich.de/record/1052737},
}