output
20152023
most citedA Hierarchical Bayes Ensemble Kalman Filter

14 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing 2023Show all

2 papers · 1 filter

physics.ao-ph2023★ 1 cited

Additive Model Perturbations Scaled by Physical Tendencies for Use in Ensemble Prediction

Michael Tsyrulnikov, Elena Astakhova, Dmitry Gayfulin

Imperfections and uncertainties in forecast models are often represented in ensemble prediction systems by stochastic perturbations of model equations. In this article, we present…

physics.data-an2023★ 2 cited

Regularization of the ensemble Kalman filter using a non-parametric, non-stationary spatial model

Michael Tsyrulnikov, Arseniy Sotskiy

The sample covariance matrix of a random vector is a good estimate of the true covariance matrix if the sample size is much larger than the length of the vector. In high-dimensiona…