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Shayan Mirzabeigi

2 papers indexed

crossrefBuildings2025-11-02Cited by 5

AI-Driven Prediction of Building Energy Performance and Thermal Resilience During Power Outages: A BIM-Simulation Machine Learning Workflow

Mohammad H. Mehraban, Shayan Mirzabeigi, Setare Faraji, Sameeraa Soltanian-Zadeh, Samad M. E. Sepasgozar

Power outages during extreme heat events threaten occupant safety by exposing buildings to rapid indoor overheating. However, current building thermal resilience assessments rely mainly on physics-based simulations or IoT sensor data, which are computationally expensive and slow…

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crossrefBuildings2025-05-08Cited by 12

Digital Twin-Enabled Building Information Modeling–Internet of Things (BIM-IoT) Framework for Optimizing Indoor Thermal Comfort Using Machine Learning

Fahad Iqbal, Shayan Mirzabeigi

As the world moves toward a low-carbon future, a key challenge is improving buildings’ energy performance while maintaining occupant thermal comfort. Emerging digital tools such as the Internet of Things (IoT) and Building Information Modeling (BIM) offer significant potential, e…

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