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19952023
most citedCombining data assimilation and machine learning to emulate a dynamical model from sparse and noisy observations: a case study with the Lorenz 96 model

206 citations · 1.5k across the 29 of their papers we have counts for

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Showing 2016 · math.OCShow all

1 paper · 2 filters

math.OC2016★ 43 cited

Degenerate Kalman filter error covariances and their convergence onto the unstable subspace

Marc Bocquet, Karthik S. Gurumoorthy, Amit Apte +3

The characteristics of the model dynamics are critical in the performance of (ensemble) Kalman filters. In particular, as emphasized in the seminal work of Anna Trevisan and co-aut…