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20062024
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

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math.OC2018★ 2 cited

Assimilation of semi-qualitative observations with a stochastic Ensemble Kalman Filter

Abhishek Shah, Mohamad El Gharamti, Laurent Bertino

The Ensemble Kalman filter assumes the observations to be Gaussian random variables with a pre-specified mean and variance. In practice, observations may also have detection limits…