Publications

Abed Hammoud, Robert J. W. Brewin, Susanne E. Craig, Elie Bou-Zeid (2025). From Standard to Bayesian: Revisiting Ocean Color Model Evaluation. in AGU Earth and Space Science.

Ibrahim Hoteit, Yasser Abualnaja, Shehzad Afzal, Charls Aman, Charls Antony, Karumuri Ashok, Mohammed Asiri, Raju Attada, Mohamed Al-Azemi, Domenico Bavera, Saleh Al-Boqami, Cesar Castro, Hari Chang, Bruce Cornuelle, Weizhe Cui, Hari Dasari, Aslam Ehsan, Samuel Feki, Harikishan Gandham, Bilel Hadri, Abed Hammoud, Walid Hassan, Nazrul Islam, Ahmad Ghulam, Prakash Gopinathan, Dongxiao Guo, Raju Karumuri, Omar Knio, George Krokos, Ravikiran Kunchala, Tuan Luong, Suresh Masabathini, Matthew Mazloff, Raju Pammi, Rajendran Pathak, Carlos Risanto, Andrew Robertson, Edward Rubio, Sandeep Saharwardi, Rui Sun, Aneesh Subramanian, Edriss S. Titi, Yesubabu Viswanadhapalli, David Yates, Matteo Zampieri, Ayman Zamreeq, Peng Zhan (2025). The new Climate Change Center of Saudi Arabia — A big step towards understanding and predicting the distinct climate of the Arabian Peninsula. in AGU Earth’s Future.

Abed Hammoud, Nikolaos Papagiannopoulos, George Krokos, Robert J W Brewin, Dionysios E Raitsos, Omar Knio, Ibrahim Hoteit (2025). On the potential of Bayesian neural networks for estimating chlorophyll-a concentration from satellite data. in MDPI-RS.

Issam Lakkis, Alexios Rustom, Abed Hammoud, Leila Issa, Omar Knio, Ibrahim Hoteit (2025). Identification of Moving Sources in Stochastic Fields: A Bayesian Inferential Approach with Application to Marine Traffic in the Mediterranean Sea. in Comp. Geo..

Abed Hammoud, Edriss S. Titi, Omar Knio, Ibrahim Hoteit (2025). Downscaling Using CDAnet Under Observational and Model Noises: The Rayleigh-Bénard Convection Paradigm. in Comp. Geo..

Abed Hammoud, Naila Raboudi, Edriss S. Titi, Omar Knio, Ibrahim Hoteit (2024). Data Assimilation in Chaotic Systems Using Deep Reinforcement Learning. in JAMES.

Elissar ElAawar, Abed Hammoud, Ibrahim Hoteit (2024). Two-step AI-aided Bayesian source identification of urban-scale pollution. in Atmospheric Environment.

HVR Mittal, Abed Hammoud, Ana Kenia Carassco Franco, Ibrahim Hoteit, Omar Knio (2024). Oil spill risk analysis for the NEOM shoreline. in Scientific Reports.

Abed Hammoud, HVR Mittal, Olivier Le Maître, Ibrahim Hoteit, Omar Knio (2023). Global Sensitivity Analysis of an Oil Spill Model: a Regularized Regression Approach.. in Frontiers in Marine Science.

Abed Hammoud, Peng Zhan, Omar Hakla, Omar Knio, Ibrahim Hoteit (2023). Semantic Segmentation of Mesoscale Eddies in the Arabian Sea: A Deep Learning Approach. in MDPI RS.