Prof. Andrey A. Popov

Assistant Professor (U.S. Citizen)

Adjoint-matching neural network surrogates for fast 4D-var data assimilation


Journal article


Austin Chennault, Andrey A Popov, Amit N Subrahmanya, Rachel Cooper, Ali Haisam Muhammad Rafid, Anuj Karpatne, Adrian Sandu
arXiv preprint arXiv:2111.08626, 2021

Cite

Cite

APA   Click to copy
Chennault, A., Popov, A. A., Subrahmanya, A. N., Cooper, R., Rafid, A. H. M., Karpatne, A., & Sandu, A. (2021). Adjoint-matching neural network surrogates for fast 4D-var data assimilation. ArXiv Preprint ArXiv:2111.08626.


Chicago/Turabian   Click to copy
Chennault, Austin, Andrey A Popov, Amit N Subrahmanya, Rachel Cooper, Ali Haisam Muhammad Rafid, Anuj Karpatne, and Adrian Sandu. “Adjoint-Matching Neural Network Surrogates for Fast 4D-Var Data Assimilation.” arXiv preprint arXiv:2111.08626 (2021).


MLA   Click to copy
Chennault, Austin, et al. “Adjoint-Matching Neural Network Surrogates for Fast 4D-Var Data Assimilation.” ArXiv Preprint ArXiv:2111.08626, 2021.


BibTeX   Click to copy

@article{chennault2021a,
  title = {Adjoint-matching neural network surrogates for fast 4D-var data assimilation},
  year = {2021},
  journal = {arXiv preprint arXiv:2111.08626},
  author = {Chennault, Austin and Popov, Andrey A and Subrahmanya, Amit N and Cooper, Rachel and Rafid, Ali Haisam Muhammad and Karpatne, Anuj and Sandu, Adrian}
}