3 papers
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…
physics.ao-ph2023
Oil Spill Risk Analysis For The NEOM Shoreline
HVR Mittal, Mohamad Abed El Rahman Hammoud, Ana K. Carrasco +2
A risk analysis is conducted considering several release sources located around the NEOM shoreline. The sources are selected close to the coast and in neighboring regions of high m…