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20152022
most citedStochastic parameterization identification using ensemble Kalman filtering combined with expectation-maximization and Newton-Raphson maximum likelihood methods

70 citations · 96 across the 4 of their papers we have counts for

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Showing 2020Show all

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stat.CO2020★ 17 cited

Model error covariance estimation in particle and ensemble Kalman filters using an online expectation-maximization algorithm

Tadeo Javier Cocucci, Manuel Pulido, Magdalena Lucini +1

The performance of ensemble-based data assimilation techniques that estimate the state of a dynamical system from partial observations depends crucially on the prescribed uncertain…