The authors combine a training-free ensemble score filter with image inpainting to track SQG turbulence under partial, nonlinear observations, outperforming LETKF in most tested cases.
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Ensemble score filter with image inpainting for data assimilation in tracking surface quasi-geostrophic dynamics with partial observations
The authors combine a training-free ensemble score filter with image inpainting to track SQG turbulence under partial, nonlinear observations, outperforming LETKF in most tested cases.