Developing strategies and tools for resilient and sustainable buildings and cities.

Shady Attia

[Article] Effect of passive energy retrofitting strategies by using Artificial Neural Networks: a case of a hospital building

What if artificial intelligence could evaluate thousands of hospital retrofit combinations in seconds instead of requiring more than a year of building simulations? Hospitals are among the most energy-intensive buildings. They operate continuously, accommodate diverse medical functions, use large quantities of equipment, and must maintain strict indoor environmental conditions.

[Article] Adaptive Neuro-Fuzzy Inference System-based Prediction of Heating and Cooling Loads in Residential Buildings

One of the greatest challenges in sustainable building design is making informed decisions during the earliest design stages, when architects have limited information but the greatest opportunity to influence future energy performance. Our latest publication introduces an Adaptive Neuro-Fuzzy Inference System (ANFIS) that accurately predicts residential building heating and

[Article] Adaptive Thermal Comfort Assessment in Residential Buildings Under Current and Future Mediterranean Climate Scenario

As climate change accelerates across the Mediterranean basin, one of the most important questions facing building scientists, architects, and policymakers is not only how much warmer buildings will become, but how occupants will adapt to these changes. Our latest study addresses this question through field investigations, occupant surveys, building performance

[Article] Evaluating Urban Heat Island Mitigation Strategies through Coupled UHI and Building Energy Modeling

Urban Heat Island (UHI) mitigation is often discussed through isolated interventions: more trees, cool roofs, reflective pavements, or green infrastructure. But cities do not operate as isolated objects. Buildings, streets, materials, vegetation, mobility systems, and atmospheric conditions continuously interact through coupled energy and climate processes. That is why one of

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Jamie Larson
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