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Dynamical Low-Rank Ensemble Kalman filter for State/Parameter estimation

Nobile, Fabio et al.
arXiv (All) · Papers
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62m20numerical-analysis
We propose a Dynamical Low-Rank Ensemble Kalman Filter (DLR-ENKF) for efficient joint state-parameter estimation in high-dimensional dynamical systems. The method extends the DLR-ENKF formulation of arXiv:2509.11210 to the augmented state-parameter framework, tracking the filtering density within a
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