Artificial Intelligence (AI) has revolutionized numerous fields, including material science, by enabling faster discovery, enhanced performance evaluation, and optimized material utilization. The construction industry, a critical sector responsible for global infrastructure, is experiencing a paradigm shift as AI-driven material science emerges as a cornerstone for sustainable development. The integration of AI in material science facilitates the design of innovative, eco-friendly materials that enhance durability, efficiency, and environmental sustainability.The traditional approach to...