The impact and treatment of the Gibbs phenomenon in immersed boundary method simulations of momentum and scalar transport. - Qi Li; Elie Bou-Zeid; William Anderson (J. Comput. Phys., 2016)

Surface heat assessment for developed environments: Probabilistic urban temperature modeling. - Carl Malings; Matteo Pozzi; Kelly Klima; Mario Berges; Elie Bou-Zeid; Prathap Ramamurthy (Comput. Environ. Urban Syst., 2017)

Short-term probabilistic forecasting of meso-scale near-surface urban temperature fields. - Byeongseong Choi; Mario Bergés; Elie Bou-Zeid; Matteo Pozzi (Environ. Model. Softw., 2021)

A Novel Deep Learning Approach to the Statistical Downscaling of Temperatures for Monitoring Climate Change. - Firas Gerges; Michel C. Boufadel; Elie Bou-Zeid; Hani Nassif; Jason T. L. Wang (ICMLSC, 2022)

A Novel Bayesian Deep Learning Approach to the Downscaling of Wind Speed with Uncertainty Quantification. - Firas Gerges; Michel C. Boufadel; Elie Bou-Zeid; Hani Nassif; Jason T. L. Wang (PAKDD (3), 2022)

Bayesian Multi-head Convolutional Neural Networks with Bahdanau Attention for Forecasting Daily Precipitation in Climate Change Monitoring. - Firas Gerges; Michel C. Boufadel; Elie Bou-Zeid; Ankit Darekar; Hani Nassif; Jason T. L. Wang (ECML/PKDD (5), 2022)

Deep Learning-Enabled Prediction of Daily Solar Irradiance from Simulated Climate Data. - Firas Gerges; Michel C. Boufadel; Elie Bou-Zeid; Hani Nassif; Jason T. L. Wang (ICMLSC, 2023)

Deep Learning-Based Downscaling of Temperatures for Monitoring Local Climate Change Using Global Climate Simulation Data. - Firas Gerges; Michel C. Boufadel; Elie Bou-Zeid; Hani Nassif; Jason T. L. Wang (World Sci. Annu. Rev. Artif. Intell., 2023)

Long-term prediction of daily solar irradiance using Bayesian deep learning and climate simulation data. - Firas Gerges; Michel C. Boufadel; Elie Bou-Zeid; Hani Nassif; Jason T. L. Wang (Knowl. Inf. Syst., 2024)

Downscaling daily wind speed with Bayesian deep learning for climate monitoring. - Firas Gerges; Michel C. Boufadel; Elie Bou-Zeid; Hani Nassif; Jason T. L. Wang (Int. J. Data Sci. Anal., 2024)

Wind Extremes over Built Terrain: Characterization and Geometric Determinants (Dataset). - Jing Wang; Maider Llaguno-Munitxa; Qi Li; Marco G. Giometto; Elie Bou-Zeid (Zenodo, 2025)

Train Long, Think Short: Curriculum Learning for Efficient Reasoning. - Hasan Abed Al Kader Hammoud; Kumail Alhamoud; Abed Hammoud; Elie Bou-Zeid; Marzyeh Ghassemi; Bernard Ghanem (CoRR, 2025)