/NN-4DVar-james

Primary LanguageShellGNU General Public License v3.0GPL-3.0

A Four-Dimensional Variational Constrained Neural Network-based Data Assimilation Method

Code associated with the paper "A Four-Dimensional Variational Constrained Neural Network-based Data Assimilation Method" accepted by Joural of Advances in Modeling Earth Systems

Contact: wuxin.wang@whu.edu.cn

Cite

@article{wangFourDimensionalVariational2024,
  title = {A {{Four}}‐{{Dimensional Variational Constrained Neural Network}}‐{{Based Data Assimilation Method}}},
  author = {Wang, Wuxin and Ren, Kaijun and Duan, Boheng and Zhu, Junxing and Li, Xiaoyong and Ni, Weicheng and Lu, Jingze and Yuan, Taikang},
  date = {2024-01},
  journaltitle = {Journal of Advances in Modeling Earth Systems},
  shortjournal = {J Adv Model Earth Syst},
  volume = {16},
  number = {1},
  pages = {e2023MS003687},
  issn = {1942-2466, 1942-2466},
  doi = {10.1029/2023MS003687},
  url = {https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2023MS003687},
}