One-Shot Learning of Surrogates in PDE-Constrained Optimization under Uncertainty

Philipp A. Guth, Claudia Schillings, Simon Weissmann. One-Shot Learning of Surrogates in PDE-Constrained Optimization under Uncertainty. SIAM/ASA J. Uncertain. Quantification, 12(2):614-645, 2024. [doi]

@article{GuthSW24,
  title = {One-Shot Learning of Surrogates in PDE-Constrained Optimization under Uncertainty},
  author = {Philipp A. Guth and Claudia Schillings and Simon Weissmann},
  year = {2024},
  doi = {10.1137/23m1553170},
  url = {https://doi.org/10.1137/23m1553170},
  researchr = {https://researchr.org/publication/GuthSW24},
  cites = {0},
  citedby = {0},
  journal = {SIAM/ASA J. Uncertain. Quantification},
  volume = {12},
  number = {2},
  pages = {614-645},
}