@article{efficientpdeconstrainedoptimizationunder,
  title = {Efficient PDE-Constrained optimization under high-dimensional uncertainty using derivative-informed neural operators},
  author = {Dingcheng Luo and Thomas O'Leary-Roseberry and Peng Chen and Omar Ghattas},
  year = {2023},
  eprint = {2305.20053},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2305.20053v1},
}