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Peer-reviewedLicence not statedSIAM Journal on Applied Mathematics

Ensemble Score Filter with Image Inpainting for Data Assimilation in Tracking Surface Quasi-geostrophic Dynamics with Partial Observations

  • Siming Liang1
  • Hoang Tran1
  • Feng Bao2
  • Hristo Georgiev Chipilski3
  • Peter Jan van Leeuwen4
  • Guannan Zhang5
5 affiliations
  1. 1Computer Science and Mathematics Division, Oak Ridge National Laboratory, Oak Ridge, TN 37830 USA
  2. 2Department of Mathematics, Florida State University, Tallahassee, FL 32306 USA
  3. 3Department of Scientific Computing, Florida State University, Tallahassee, FL 32306 USA
  4. 4Department of Atmospheric Science, Colorado State University, Fort Collins, CO 80523 USA
  5. 5Corresponding author. Computer Science and Mathematics Division, Oak Ridge National Laboratory, Oak Ridge, TN 37830 USA
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Cite

BibTeXRIS
BibTeX
@article{liang2026ensemble,
  title = {{Ensemble Score Filter with Image Inpainting for Data Assimilation in Tracking Surface Quasi-geostrophic Dynamics with Partial Observations}},
  author = {Siming Liang and Hoang Tran and Feng Bao and Hristo Georgiev Chipilski and Peter Jan van Leeuwen and Guannan Zhang},
  journal = {SIAM Journal on Applied Mathematics},
  year = {2026},
  month = sep,
  doi = {10.1137/25m1730053},
  url = {http://arxiv.org/abs/2501.12419},
}
RIS
TY  - JOUR
TI  - Ensemble Score Filter with Image Inpainting for Data Assimilation in Tracking Surface Quasi-geostrophic Dynamics with Partial Observations
AU  - Siming Liang
AU  - Hoang Tran
AU  - Feng Bao
AU  - Hristo Georgiev Chipilski
AU  - Peter Jan van Leeuwen
AU  - Guannan Zhang
PY  - 2026
DA  - 2026/09/24
JO  - SIAM Journal on Applied Mathematics
DO  - 10.1137/25m1730053
UR  - http://arxiv.org/abs/2501.12419
SN  - 0036-1399
SN  - 1095-712X
ER  -