Continuous and Discrete Data Assimilation with Noisy Observations for the Rayleigh-Benard Convection: A Computational Study. - Mohamad Abed El Rahman Hammoud; Olivier LeMaitre; Edriss S. Titi; Ibrahim Hoteit; Omar M. Knio (CoRR, 2022)

Downscaling Using CDAnet Under Observational and Model Noises: The Rayleigh-Benard Convection Paradigm. - Mohamad Abed El Rahman Hammoud; Edriss S. Titi; Ibrahim Hoteit; Omar M. Knio (CoRR, 2023)

Semantic Segmentation of Mesoscale Eddies in the Arabian Sea: A Deep Learning Approach. - Mohamad Abed El Rahman Hammoud; Peng Zhan; Omar Hakla; Omar M. Knio; Ibrahim Hoteit (Remote. Sens., 2023)

Data Assimilation in Chaotic Systems Using Deep Reinforcement Learning. - Mohamad Abed El Rahman Hammoud; Naila Raboudi; Edriss S. Titi; Omar M. Knio; Ibrahim Hoteit (CoRR, 2024)