Projects per year
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Dive into the research topics where Dunia Antoine Bachour is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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HBKU-OVPR-FRG-03-4: Environmental Exposure and Human Health in Qatar: A Generative AI-Enabled Framework for Risk Assessment and Communication
Bachour, D. A. (Principal Investigator), Fountoukis, C. (Principal Investigator), Abdallah, M. M. (Co-Lead Principal Investigator), Albagha, O. (Co-Lead Principal Investigator), Al Fuqaha, A. (Co-Lead Principal Investigator), Nemer, G. (Lead Principal Investigator), Alfarra, M. R. (Co-Lead Principal Investigator) & Bashir, Z. (Graduate Student)
10/07/25 → 9/07/27
Project: Experimental Development/Translation Research
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HBKU-OVPR-FRG-03-5: MESHKAT: Modelling and Evaluation of Solar Hubs in Qatar – A Customer-Driven AI Platform for Sustainable Arid Cities
Bachour, D. A. (Principal Investigator), Boumaiza, A. (Principal Investigator), Al Fagih, L. (Lead Principal Investigator), Zaidan, E. (Co-Lead Principal Investigator), Awadallah, S. K. E. (Principal Investigator), Al-Mohannadi, D. M. S. A. (Principal Investigator), Abd Rabbo, F. (Graduate Student), Al-Ani, M. (Graduate Student), Khaledi, A. (Graduate Student), Abdel-Ghani, A. (Graduate Student), Ghonim, O. (Graduate Student) & Illahi, F. (Graduate Student)
10/07/25 → 9/07/27
Project: Applied Research
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QEERI-CORE-000029: Understanding, Forecasting and Mitigating Soiling and Performance Losses
Aissa, B. (Lead Principal Investigator), Abdallah, A. A. (Principal Investigator), Samara, A. (Principal Investigator), Zekri, A. (Principal Investigator), Fountoukis, C. (Principal Investigator), Bachour, D. A. (Principal Investigator) & Hossain, M. I. (Research Associate)
7/01/25 → 7/01/28
Project: Applied Research
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QEERI-CORE-000024: Solar Resources and Applications: A Multifaceted Approach for Environment, Energy, and Climate
Bachour, D. A. (Lead Principal Investigator), Fountoukis, C. (Principal Investigator), Perez Astudillo, D. (Principal Investigator), Abedrabboh, O. (Post Doctoral Fellow), Mohands, N. S. (Research Associate) & Ziaullah, A. W. (Research Associate)
1/01/25 → 31/12/27
Project: Applied Research
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EX-QNRF-ARG-24: Improving solar radiation forecasting by explicit inclusion of atmospheric aerosol microphysics and chemistry: Application to Education City, Doha, a 100% solar-powered community
Bachour, D. A. (Principal Investigator), Perez Astudillo, D. (Principal Investigator), Fountoukis, C. (Lead Principal Investigator), Alfarra, M. R. (Principal Investigator), Aissa, B. (Principal Investigator), Hajighorbanidoulabi, Z. (Graduate Student), Kazantzidis, A. (Principal Investigator), Panagopoulos-Kontostavlakis, O. (Principal Investigator), Tzoumanikas, P. (Principal Investigator) & Abedrabboh, O. (Post Doctoral Fellow)
1/04/24 → 1/04/27
Project: Applied Research
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Analysis of irradiance ramps in desert conditions
Perez-Astudillo, D. & Bachour, D., 2025, 2025 IEEE 53rd Photovoltaic Specialists Conference, PVSC 2025. Institute of Electrical and Electronics Engineers Inc., p. 140-142 3 p. (Conference Record of the IEEE Photovoltaic Specialists Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A robust hybrid machine learning framework for short-term load forecasting: integrating multi-linear regression, long short-term memory, and feed-forward neural networks for enhanced accuracy and efficiency
Mohammed, F., Boumaiza, A., Sanfilippo, A., Perez-Astudillo, D. & Bachour, D., Dec 2025, In: Energy and AI. 22, 100625.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Comprehensive Evaluation of Irradiance Transposition Models at High Temporal Resolution in Hot Desert Conditions
Wahab Ziaullah, A., Bachour, D. & Perez-Astudillo, D., 2025, In: IEEE Access. 13, p. 177945-177956 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Data wrangling
Perez-Astudillo, D. & Bachour, D., 1 Jan 2025, AI and Digitalization in Energy Management. Institution of Engineering and Technology, p. 69-76 8 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Mapping all-sky images to GHI measurements for intra-hour solar forecasting
Mohandes, N., Perez-Astudillo, D., Bachour, D. & Sanfilippo, A., 1 Jan 2025, AI and Digitalization in Energy Management. Institution of Engineering and Technology, p. 217-230 14 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review