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About

Dr. Pengwei Guo is at the forefront of integrating artificial intelligence with civil engineering and environmental science, pioneering data-driven solutions for infrastructure and sustainability. His research spans three key areas: AI-powered environmental monitoring, automated structural assessment, and intelligent materials design. Dr. Guo’s major contributions include developing generative AI methods to restore and analyze concrete cracks in challenging imaging conditions—such as low-light, overexposed, or blurred photographs—enabling more reliable structural health assessments. He has also advanced the use of multi-agent AI systems for the knowledge-guided design of ultra-high-performance concrete (UHPC) incorporating solid wastes, promoting both material innovation and waste valorization. Additionally, his work on AI-empowered microplastic characterization offers a transformative approach to environmental pollution monitoring. With over 75 cumulative citations from his most-cited papers, Dr. Guo’s research is gaining rapid recognition for its practical impact. His 2024 review on AI for microplastic collection and characterization has already garnered 48 citations, underscoring its significance. Dr. Guo’s interdisciplinary approach exemplifies how artificial intelligence can revolutionize traditional engineering fields, making infrastructure smarter, safer, and more sustainable.