Combining a Fully Connected Neural Network With an Ensemble Kalman Filter to Emulate a Dynamic Model in Data Assimilation

Manhong Fan, Yulong Bai, Lili Wang, Lin Ding. Combining a Fully Connected Neural Network With an Ensemble Kalman Filter to Emulate a Dynamic Model in Data Assimilation. IEEE Access, 9:144952-144964, 2021. [doi]

@article{FanBWD21,
  title = {Combining a Fully Connected Neural Network With an Ensemble Kalman Filter to Emulate a Dynamic Model in Data Assimilation},
  author = {Manhong Fan and Yulong Bai and Lili Wang and Lin Ding},
  year = {2021},
  doi = {10.1109/ACCESS.2021.3120482},
  url = {https://doi.org/10.1109/ACCESS.2021.3120482},
  researchr = {https://researchr.org/publication/FanBWD21},
  cites = {0},
  citedby = {0},
  journal = {IEEE Access},
  volume = {9},
  pages = {144952-144964},
}