Data-driven low-fidelity models for multi-fidelity Monte Carlo sampling in plasma micro-turbulence analysis

Julia Konrad, Ionut-Gabriel Farcas, Benjamin Peherstorfer, Alessandro Di Siena, Frank Jenko, Tobias Neckel, Hans-Joachim Bungartz. Data-driven low-fidelity models for multi-fidelity Monte Carlo sampling in plasma micro-turbulence analysis. J. Comput. Physics, 451:110898, 2022. [doi]

@article{KonradFPSJNB22,
  title = {Data-driven low-fidelity models for multi-fidelity Monte Carlo sampling in plasma micro-turbulence analysis},
  author = {Julia Konrad and Ionut-Gabriel Farcas and Benjamin Peherstorfer and Alessandro Di Siena and Frank Jenko and Tobias Neckel and Hans-Joachim Bungartz},
  year = {2022},
  doi = {10.1016/j.jcp.2021.110898},
  url = {https://doi.org/10.1016/j.jcp.2021.110898},
  researchr = {https://researchr.org/publication/KonradFPSJNB22},
  cites = {0},
  citedby = {0},
  journal = {J. Comput. Physics},
  volume = {451},
  pages = {110898},
}