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Keywords: Daylight autonomy
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Journal Articles
Human-in-the-loop, multi-objective generative retrofit of Studio 5 at Razi University: a participatory, performance-driven upgrade for a hot–dry climate
Available to Purchase
Engineering, Construction and Architectural Management 1–33.
Published: 12 December 2025
... coding and a six-month post-occupancy evaluation (POE). Findings The stakeholder-endorsed solution delivered substantial, validated gains: daylight autonomy rose by +29.6 percentage points (38.2→67.8%), natural ventilation approximately doubled (2.8→5.7 ACH), installed cost decreased (∼8%), spatial...
