Introduction The pursuit of sustainable living has become a pressing concern in recent years, with the built environment accounting for nearly 40% of global energy consumption and greenhouse gas emissions. Despite the growing demand for eco-friendly architecture, traditional approaches often fall short in achieving significant reductions in energy consumption and waste. For instance, a study…