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20202023
most citedAn Explicit Probabilistic Derivation of Inflation in a Scalar Ensemble Kalman Filter for Finite Step, Finite Ensemble Convergence

10 citations · 38 across the 14 of their papers we have counts for

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math.NA2020★ 6 cited

A fast time-stepping strategy for dynamical systems equipped with a surrogate model

Steven Roberts, Andrey A Popov, Arash Sarshar +1

Simulation of complex dynamical systems arising in many applications is computationally challenging due to their size and complexity. Model order reduction, machine learning, and o…

math.NA2020

A Multifidelity Ensemble Kalman Filter with Reduced Order Control Variates

Andrey A Popov, Changhong Mou, Traian Iliescu +1

This work develops a new multifidelity ensemble Kalman filter (MFEnKF) algorithm based on linear control variate framework. The approach allows for rigorous multifidelity extension…