@article{UBHD-68679892,
  author={Herrmann, Lukas and Schwab, Christoph and Zech, Jakob},
  title={Deep neural network expression of posterior expectations in Bayesian PDE inversion},
  year={2020},
  pages={? S.},
  language={eng},
  issn={1361-6420},
  volume={36(2020},
  note={Gesehen am 14.01.2021},
  journal={Inverse problems},
  doi={10.1088/1361-6420/abaf64},
}
@article{UBHD-69289726,
  author={Herrmann, Lukas and Schwab, Christoph and Zech, Jakob},
  title={Neural and spectral operator surrogates},
  subtitle={unified construction and expression rate bounds},
  year={2024},
  pages={1-43},
  language={eng},
  issn={1572-9044},
  volume={50},
  note={Gesehen am 13.01.2025},
  journal={Advances in computational mathematics},
  doi={10.1007/s10444-024-10171-2},
}
@article{UBHD-69116065,
  author={Longo, Marcello and Opschoor, Joost A. A. and Disch, Nico and Schwab, Christoph and Zech, Jakob},
  title={De Rham compatible Deep Neural Network FEM},
  year={2023},
  pages={721-739},
  language={eng},
  issn={1879-2782},
  volume={165(2023) vom: Aug.},
  note={Online verf{\"u}gbar: 9. Juni 2023, Artikelversion: 28. Juni 2023 ; Gesehen am 25.08.2023},
  journal={Neural networks},
  doi={10.1016/j.neunet.2023.06.008},
}
@article{UBHD-69091269,
  author={Schwab, Christoph and Zech, Jakob},
  title={Deep learning in high dimension},
  subtitle={neural network expression rates for analytic functions in L2(Rd,γd)},
  year={2023},
  pages={199-234},
  language={eng},
  issn={2166-2525},
  volume={11},
  number={1 vom: M{\"a}rz},
  note={Gesehen am 29.06.2023 ; Im Titel sind die Zahl 2 und der Buchstabe d im Ausdruck "Rd" hochgestellt},
  journal={SIAM ASA journal on uncertainty quantification},
  doi={10.1137/21M1462738},
}