In an era marked by increasing environmental awareness, the construction industry is undergoing a transformative shift towards sustainable building methods. Architects, engineers, and designers are embracing innovative solutions to minimize the ecological burden of buildings throughout their entire life cycle. From utilizing eco-friendly materials