Physics makes the difference: Bayesian optimization and active learning via augmented Gaussian process

Maxim A. Ziatdinov, Ayana Ghosh, Sergei V. Kalinin. Physics makes the difference: Bayesian optimization and active learning via augmented Gaussian process. Mach. Learn. Sci. Technol., 3(1):15003, 2022. [doi]

@article{ZiatdinovGK22,
  title = {Physics makes the difference: Bayesian optimization and active learning via augmented Gaussian process},
  author = {Maxim A. Ziatdinov and Ayana Ghosh and Sergei V. Kalinin},
  year = {2022},
  doi = {10.1088/2632-2153/ac4baa},
  url = {https://doi.org/10.1088/2632-2153/ac4baa},
  researchr = {https://researchr.org/publication/ZiatdinovGK22},
  cites = {0},
  citedby = {0},
  journal = {Mach. Learn. Sci. Technol.},
  volume = {3},
  number = {1},
  pages = {15003},
}