9 Dec 2025Open access1cites
ML-driven energy prediction model for climate-based affordable passive envelope design in hot regionsPublisher siteThermal Science and Engineering Progress, Building Energy and Comfort Optimization
Active, last published 2026
In building energy and comfort optimization
Nourhan M.
Waly
Scholar“Research focused on Building Energy and Comfort Optimization and adjacent fields.”
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01 · About the work
What I study
ourhan M. Waly is a researcher working on Building Energy and Comfort Optimization. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Nourhan's work has been cited 51 times across 3 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
Building Energy and Comfort Optimization×4Urban Heat Island Mitigation×2Wind and Air Flow Studies×2Hygrothermal properties of building materials×2
04 · Where I am
Affiliations
Affiliation on published researchEgypt-Japan University of Science and Technology, EgyptDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
5 works1 Aug 2025Open access
A Machine Learning Approach to Cooling Load Prediction: Integrating Orientation-Specific U-Values with Random Forest ModellingPublisher siteIOP Conference Series Earth and Environmental Science, Building Energy and Comfort Optimization
1 Jul 2025Open access1cites
Experimental evaluation of thermal performance of innovative cement blocks made from construction waste in hot climate scenariosPublisher siteCleaner Engineering and Technology, Concrete and Cement Materials Research
17 Oct 2024Open access
Optimizing Building Envelope Features: Towards Climate Responsive Energy Efficient Buildings in Hot ClimatesPublisher siteProceedings of International Exchange and Innovation Conference on Engineering & Sciences (IEICES), Building Energy and Comfort Optimization
5 Jul 202324cites
Correlating the urban microclimate and energy demands in hot climate Contexts: A hybrid reviewPublisher siteEnergy and Buildings, Building Energy and Comfort Optimization
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