Computer Vision and AI in Structural Health Monitoring and Structural Engineering

By:   Cheng Liu PhD (City University of Hong Kong Hong Kong), Yingchao Zhang, Msc (City University of Hong Kong, Hong Kong), Xuebing Xu, Msc (City University of Hong Kong, Hong Kong), Yan Chen, Msc (City University of Hong Kong, Hong Kong)
Imprint:   Woodhead Publishing
Country of Publication:   United States
Dimensions:   Height: 276mm,  Width: 216mm, 
Weight:   1.000kg
ISBN:   9780443450228
ISBN 10:   0443450226
Series:   Woodhead Publishing Series in Civil and Structural Engineering
Pages:   234
Publication Date:   01 May 2026
Audience:   Professional and scholarly ,  Undergraduate
Format:   Paperback
Publisher's Status:   Active

Dr. Liu received his PhD from the Department of Mechanical Engineering at Stanford University and an M.Sc. in Aeronautics and Astronautics, also from Stanford University. Cheng Liu's research is focused on physics-guided machine learning for structural health monitoring (SHM), smart structures, cyber-physical systems/digital twin, robotic tactile sensing and the mechanics of composite structures. His recent research includes the fusion of data-driven and physics-based methods for SHM to improve its robustness and explainability, so that SHM can really be widely applied in real-world scenarios Yingchao Zhang is currently pursuing a PhD degree in Systems Engineering at the City University of Hong Kong. He received his bachelor's and master’s degrees in civil engineering from Shandong University. His main research interest is in intelligent detection of transport infrastructure Xuebing Xu is currently pursuing a PhD degree in Systems Engineering at the City University of Hong Kong. He received his bachelor's and master’s degrees from Huazhong University of Science and Technology. His main research includes the development and application of vision language models and large language models Yan Chen is currently pursuing a PhD degree in Systems Engineering at the City University of Hong Kong. He received his bachelor's from the National University of Defense Technology, China, and a masters degree from the City University of Hong Kong. His main research includes the development and application of deep learning and large language models