Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review

Sibo Cheng, César Quilodrán Casas, Said Ouala, Alban Farchi, Che Liu, Pierre Tandeo, Ronan Fablet, Didier Lucor, Bertrand Iooss, Julien Brajard, Dunhui Xiao, Tijana Janjic, Weiping Ding 0001, Yike Guo, Alberto Carrassi, Marc Bocquet, Rossella Arcucci. Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review. IEEE CAA J. Autom. Sinica, 10(6):1361-1387, June 2023. [doi]

@article{ChengCOFLTFLIBXJDGCBA23,
  title = {Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review},
  author = {Sibo Cheng and César Quilodrán Casas and Said Ouala and Alban Farchi and Che Liu and Pierre Tandeo and Ronan Fablet and Didier Lucor and Bertrand Iooss and Julien Brajard and Dunhui Xiao and Tijana Janjic and Weiping Ding 0001 and Yike Guo and Alberto Carrassi and Marc Bocquet and Rossella Arcucci},
  year = {2023},
  month = {June},
  doi = {10.1109/JAS.2023.123537},
  url = {https://doi.org/10.1109/JAS.2023.123537},
  researchr = {https://researchr.org/publication/ChengCOFLTFLIBXJDGCBA23},
  cites = {0},
  citedby = {0},
  journal = {IEEE CAA J. Autom. Sinica},
  volume = {10},
  number = {6},
  pages = {1361-1387},
}