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20142024
most citedEnsemble Kalman filtering with residual nudging: an extension to state estimation problems with nonlinear observation operators

15 citations · 25 across the 5 of their papers we have counts for

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2 papers · 1 filter

math.DS2024

Data Assimilation in Chaotic Systems Using Deep Reinforcement Learning

Mohamad Abed El Rahman Hammoud, Naila Raboudi, Edriss S. Titi +2

Data assimilation (DA) plays a pivotal role in diverse applications, ranging from climate predictions and weather forecasts to trajectory planning for autonomous vehicles. A prime…

math.DS2023

Downscaling Using CDAnet Under Observational and Model Noises: The Rayleigh-Benard Convection Paradigm

Mohamad Abed El Rahman Hammoud, Edriss S. Titi, Ibrahim Hoteit +1

Efficient downscaling of large ensembles of coarse-scale information is crucial in several applications, such as oceanic and atmospheric modeling. The determining form map is a the…