Subgroup team composition
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Research Fellow xiao.pan@civil.ubc.ca |
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PhD Candidate 446272587@qq.com |
PhD Candidate sina6630@mail.ubc.ca |
PhD Candidate azimi@mail.ubc.ca |
MASc Candidate Elmira.faraji@gmail.com |
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Zhongwei Chen MASc Candidate zhongwei_chen@sina.cn |
Fan Xie MASc Candidate fanxie@mail.ubc.ca |
Saudah Gazi Undergraduate Intern (2022-present) The University of British Columbia saudah.gazi@gmail.com |
Wanyan Yang Undergraduate Intern (2023-2023) Harbin Institute of Technology WanyanYang@yeah.net |
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Ruiwu Liu Undergraduate Intern (2023-2023) Wuhan University of Technology jason0owl@gmail.com |
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Research projects
Our research in this subdomain is focused on developing AI-based automation methods in civil, structural and earthquake engineering applications, including 1) structural health monitoring, 2) novel experimental testing and simulation methods, and 3) automated modular construction. This is achieved by developing and validating AI, computer vision, multi-sensor fusion, and robotic technologies, through computer simulations, laboratory tests, and field applications.
We have published our research outcomes in high-impact top journals in civil, structural, and earthquake engineering such as: Computer-aided Civil and Infrastructure Engineering, Earthquake Engineering & Structural Dynamics, Engineering Structures, Journal of Building Engineering, ASCE-Journal of Structural Engineering, ASCE-Journal of Bridge Engineering.
1. Structural health monitoring
Members: Xiao Pan and T.Y. Yang
An end-to-end 3D vision-based pipeline for structural damage detection and quantification
Members: Xiao Pan, Soham Vaze, Sina Tavasoli, Mohsen Azimi, Tianyi Li, and T.Y. Yang
Real-time monitoring of bolt loosening through deep learning-based detection and tracking methods
Members: Xiao Pan and T.Y. Yang
Autonomous indoor navigation and damage assessment pipeline using low-cost micro aerial vehicles
Members: Xiao Pan, Sina Tavasoli, and T.Y. Yang
Drone-based autonomous inspection of bolted connections
Members: Xiao Pan, Sina Tavasoli, and T.Y. Yang
Structural inspection pipeline using collaborative UGV and UAV
Members: Xiao Pan, Mohsen Azimi, Sina Tavasoli, Yingnan Bao, Yifei Xiao, and T.Y. Yang
2. Novel experimental testing and simulation
AI and vision-aided real-time structural vibration measurement
Members: Xiao Pan, Yifei Xiao, Mohsen Azimi, and T.Y. Yang
AI-aided seismic design and evaluation of tall wood sculpture structure
Members: Xiao Pan, Fan Xie, Ben Ernewein, and T.Y. Yang
AI-aided numerical modelling of steel corrugated frameless system
Members: Xiao Pan, Soham Vaze, and T.Y. Yang
3. Automated modular construction using robotic technologies
Members: Xiao Pan, Yifei Xiao, Zhongwei Chen, Fan Xie, Yingnan Bao, and T.Y. Yang