Uncertainty quantification in scientific machine learning: Methods, metrics, and comparisons

Apostolos F. Psaros, Xuhui Meng, Zongren Zou, Ling Guo, George Em Karniadakis. Uncertainty quantification in scientific machine learning: Methods, metrics, and comparisons. J. Comput. Physics, 477:111902, March 2023. [doi]

@article{PsarosMZGK23,
  title = {Uncertainty quantification in scientific machine learning: Methods, metrics, and comparisons},
  author = {Apostolos F. Psaros and Xuhui Meng and Zongren Zou and Ling Guo and George Em Karniadakis},
  year = {2023},
  month = {March},
  doi = {10.1016/j.jcp.2022.111902},
  url = {https://doi.org/10.1016/j.jcp.2022.111902},
  researchr = {https://researchr.org/publication/PsarosMZGK23},
  cites = {0},
  citedby = {0},
  journal = {J. Comput. Physics},
  volume = {477},
  pages = {111902},
}