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Michel C. Boufadel
ORCID
Publication Activity (10 Years)
Years Active: 2007-2024
Publications (10 Years): 6
Top Topics
Unsupervised Feature Learning
Climate Change
Deep Learning
Simulation Data
Top Venues
ICMLSC
ECML/PKDD (5)
Knowl. Inf. Syst.
PAKDD (3)
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Publications
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Firas Gerges
,
Michel C. Boufadel
,
Elie Bou-Zeid
,
Hani Nassif
,
Jason T. L. Wang
Long-term prediction of daily solar irradiance using Bayesian deep learning and climate simulation data.
Knowl. Inf. Syst.
66 (1) (2024)
Firas Gerges
,
Michel C. Boufadel
,
Elie Bou-Zeid
,
Hani Nassif
,
Jason T. L. Wang
Deep Learning-Enabled Prediction of Daily Solar Irradiance from Simulated Climate Data.
ICMLSC
(2023)
Firas Gerges
,
Michel C. Boufadel
,
Elie Bou-Zeid
,
Hani Nassif
,
Jason T. L. Wang
Deep Learning-Based Downscaling of Temperatures for Monitoring Local Climate Change Using Global Climate Simulation Data.
World Sci. Annu. Rev. Artif. Intell.
1 (2023)
Firas Gerges
,
Michel C. Boufadel
,
Elie Bou-Zeid
,
Ankit Darekar
,
Hani Nassif
,
Jason T. L. Wang
Bayesian Multi-head Convolutional Neural Networks with Bahdanau Attention for Forecasting Daily Precipitation in Climate Change Monitoring.
ECML/PKDD (5)
(2022)
Firas Gerges
,
Michel C. Boufadel
,
Elie Bou-Zeid
,
Hani Nassif
,
Jason T. L. Wang
A Novel Bayesian Deep Learning Approach to the Downscaling of Wind Speed with Uncertainty Quantification.
PAKDD (3)
(2022)
Firas Gerges
,
Michel C. Boufadel
,
Elie Bou-Zeid
,
Hani Nassif
,
Jason T. L. Wang
A Novel Deep Learning Approach to the Statistical Downscaling of Temperatures for Monitoring Climate Change.
ICMLSC
(2022)
Michel C. Boufadel
,
Yuqiang Xia
,
Hailong Li
Modeling solute transport and transient seepage in a laboratory beach under tidal influence.
Environ. Model. Softw.
26 (7) (2011)
Michel C. Boufadel
,
Kemei Du
,
Vikram Kaku
,
James Weaver
Lagrangian simulation of oil droplets transport due to regular waves.
Environ. Model. Softw.
22 (7) (2007)