Elie Bou-Zeid

11 papers Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Train Long, Think Short: Curriculum Learning for Efficient Reasoning.
CoRR
Hasan Abed Al Kader Hammoud, Kumail Alhamoud, Abed Hammoud, Elie Bou-Zeid, Marzyeh Ghassemi, Bernard Ghanem
2024 J jnl
Downscaling daily wind speed with Bayesian deep learning for climate monitoring.
Int. J. Data Sci. Anal.
Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Hani Nassif, Jason T. L. Wang
2024 J jnl
Long-term prediction of daily solar irradiance using Bayesian deep learning and climate simulation data.
Knowl. Inf. Syst.
Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Hani Nassif, Jason T. L. Wang
2023 J jnl
Deep Learning-Based Downscaling of Temperatures for Monitoring Local Climate Change Using Global Climate Simulation Data.
World Sci. Annu. Rev. Artif. Intell.
Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Hani Nassif, Jason T. L. Wang
2023 — conf
Deep Learning-Enabled Prediction of Daily Solar Irradiance from Simulated Climate Data.
ICMLSC
Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Hani Nassif, Jason T. L. Wang
2022 — conf
A Novel Bayesian Deep Learning Approach to the Downscaling of Wind Speed with Uncertainty Quantification.
PAKDD (3)
Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Hani Nassif, Jason T. L. Wang
2022 — conf
A Novel Deep Learning Approach to the Statistical Downscaling of Temperatures for Monitoring Climate Change.
ICMLSC
Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Hani Nassif, Jason T. L. Wang
2022 — conf
Bayesian Multi-head Convolutional Neural Networks with Bahdanau Attention for Forecasting Daily Precipitation in Climate Change Monitoring.
ECML/PKDD (5)
Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Ankit Darekar, Hani Nassif, Jason T. L. Wang
2021 J jnl
Short-term probabilistic forecasting of meso-scale near-surface urban temperature fields.
Environ. Model. Softw.
Byeongseong Choi, Mario Bergés, Elie Bou-Zeid, Matteo Pozzi
2017 J jnl
Surface heat assessment for developed environments: Probabilistic urban temperature modeling.
Comput. Environ. Urban Syst.
Carl Malings, Matteo Pozzi, Kelly Klima, Mario Berges, Elie Bou-Zeid, Prathap Ramamurthy
2016 J jnl
The impact and treatment of the Gibbs phenomenon in immersed boundary method simulations of momentum and scalar transport.
J. Comput. Phys.
Qi Li, Elie Bou-Zeid, William Anderson