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“A rock pile ceases to be a rock pile the moment a single man contemplates it,

bearing within him the image of a cathedral.”

—Antoine de Saint-Exupery

Shenghan ZHANG

About

I am an Assistant Professor at the Hong Kong University of Science and Technology. Welcome to our Structural Sensing and Mechanics lab. We leverage monitoring data from advanced sensing technologies with physical models to achieve self-aware infrastructures and enhance the resilience of engineering systems.

Research Interests

  • Structural Engineering
  • Structural Health Monitoring
  • Fiber Optic Sensing
  • Structural Analysis.

Education

  • Ph D École Polytechnique Fédérale de Lausanne (EPFL)
  • M.ETongji University
  • B.EChongqing University

Projects


Tile delamination detection on building façades using drone infrared thermography


Strain Field Reconstruction and Crack Quantification Using Distributed Fiber Optic Sensing


Unveiling local bond stress transfer in lap splices via distributed fibre optic sensing and rib-scale modelling


GPS-Free Automated Registration of UAV-Captured Façade Image Sequences to BIM Using Semantic Key Points


Openings

Join the Team

Postgraduate student positions (PhD or MPhil) and postdoctoral researcher positions are available.


Meet the Team


Postdoctoral Fellow

Sudao HE
(何苏道)

Fitness
Basketball
Badminton


Graduate Student

Jun CHEN
(陈军)

Badminton
Hiking

Xuanyi LU
(鲁选一)

Basketball
Thriller movies
Pop music

Zetao WANG
(王泽涛)

Reading
Movies
Video Games

Cong CHEN
(陈聪)

Table Tennis
Reading

Shu WANG
(王殊)

Tennis
Fitness

Liuqi YING
(应柳祺)

Pop music
Fitness
Movies


Former member

Daniz TEYMOURI (2023-2024 Post-doctral Fellow)Mengze LYU (March-September 2025 Post-doctral Fellow)
Gang ZHAO (赵刚) (2023-2025 Post-doctral Fellow)Yongquan LI (李泳全) (2024-2025 Post-doctral Fellow)
Hanqing ZHANG (张寒青) (2024-2026 Post-doctral Fellow)

Featured Publications

  • Jun Chen, Meng-ze Lyu, Shenghan Zhang. (2026). Probabilistic modelling of environmental uncertainty for building infrared thermography inspection, Energy Building, 358, 117184.
  • Cong Chen, Shenghan Zhang. (2026) “GPS-free automated registration of UAV-captured façade image sequences to BIM using semantic key points.” Automation in Construction, 183, 106788.
  • Sudao He., Shenghan Zhang, Dhanada Mishra, Mattew Ming-Fai Yuen. (2026). Layered Bilateral Feature Fusion Network for end-to-end defect segmentation on aging tiled building Façades. Advanced Engineering Informatics, 70, 104154.
  • Xuanyi Lu, Sudao He, Shenghan Zhang. Reconstruction of host matrix strain field from distributed fiber optic sensing: deep learning based approach addressing strain transfer effects. Engineering Structures 2026; 353:122181.
  • Jianbing Chen, Meng-ze Lyu, Shenghan Zhang. (2026). Dimension-reduced Chapman-Kolmogorov equation for high-dimensional stochastic dynamical systems. Computer Methods in Applied Mechanics and Engineering, 448, 118433.
  • Xuanyi Lu, Shenghan Zhang. (2025). Investigation of crack quantification using distributed fiber optic sensors considering crack angles. Structural Health Monitoring (online)
  • Jun Chen, Shenghan Zhang, Gang Zhao, Dhanada Mishra, Mattew Ming-Fai Yuen. (2025). Infrared thermography of façade delamination: Quantifying environmental variability and heat transfer mechanisms. Construction and Building Materials , 494, 143177.
  • Xuanyi Lu, Sudao He, Shenghan Zhang. (2025). Deep learning for automated crack quantification with distributed fiber optic sensing: Addressing strain overlap and interface nonlinearity. Automation in Construction, 176, 106280.
  • Qianqian Yu, Jie Wang, Xianglin Gu, Sudao He, Shenghan Zhang. (2025). An Attention-Based Detection Method of Fatigue Cracks on Steel. Structural control & health monitoring, 2025(1), 7487684.
  • Sudao He, Gang Zhao, Jun Che, Shenghan Zhang, Dhanada Mishra, Matthew Ming-Fai Yuen. (2025). Weakly-aligned cross-modal learning framework for subsurface defect segmentation on building façades using UAVs. Automation in Construction, 170, 105946.
  • Zetao Wang, Raluca Constantin, Shenghan Zhang. (2024). Modeling inelastic behavior of U-shaped walls using multi-layer shell element: assessment at both global and local levels. Bulletin of Earthquake Engineering, 1-27.
  • Chen, Yuzhu, Shenghan Zhang, and Meng Lin. (2024). Operational guidelines for a concentrated solar-driven high-temperature electrolysis reactor beyond thermoneutral voltage. Energy Conversion and Management 322: 119166.
  • Shenghan Zhang, Han Liu, Sanjay Govindjee, and Matthew DeJong. (2022). Strain Transfer Mechanisms and Mechanical Properties of Optical Fiber Cables. Sensors, 22(24), 9966.
  • Shenghan Zhang, Han Liu, Esam Darwish, Khalid Mosalam, and Matthew DeJong. (2022). Distributed fiber-optic strain sensing of an innovative reinforced concrete beam–column connection. Sensors, 22(10), 3957.
  • Peter Hubbard, James Xu, Shenghan Zhang, Matthew Dejong, Linqing Luo, Kenichi Soga, Carlo Papa et al. (2021). Dynamic structural health monitoring of a model wind turbine tower using distributed acoustic sensing (DAS). Journal of Civil Structural Health Monitoring, 11(3), 833-849.
  • Tsubasa Sasaki, Shenghan Zhang, Kenichi Soga, Linqing Luo, Barry Freifeld, Yoki Kitayama, Kyojiro Kawaguchi, and Hitoshi Sugiyama. (2021). Distributed fiber optic strain sensing of bending deformation of a well mockup in the laboratory. Journal of Natural Gas Science and Engineering, 96, 104309.
  • Shenghan Zhang, Han Liu, Jeffery Cheng, and Matthew DeJong. (2021). A mechanical model to interpret distributed fiber optic strain measurement at displacement discontinuities. Structural Health Monitoring, 20(5), 2584-2603.
  • Han Liu, Shenghan Zhang, Abdoul Coulibaly, Jeffrey Cheng, and Matthew DeJong. (2021). Monitoring reinforced concrete cracking behavior under uniaxial tension using distributed fiber-optic sensing technology. Journal of Structural Engineering, 147(12), 04021212.
  • Shenghan Zhang, Han Liu, Abdoul Coulibaly, and Matthew DeJong. (2021). Fiber optic sensing of concrete cracking and rebar deformation using several types of cable. Structural Control and Health Monitoring, 28(2), e2664.
  • Michele Godio, Francesco Vanin, Shenghan Zhang, and Katrin Beyer. (2019). Quasi-static shear-compression tests on stone masonry walls with plaster: Influence of load history and axial load ratio. Engineering Structures, 192, 264-278.
  • Shenghan Zhang, and Katrin Beyer. (2019). Numerical investigation of the role of masonry typology on shear strength. Engineering Structures, 192, 86–102.
  • Shenghan Zhang, Martin Hofmann, and Katrin Beyer. (2018). A 2D typology generator for historical masonry elements. Construction and Building Materials, 184, 440–453.

See all

Gallery

Group Hiking
Lung Ha Wan
19/11/2023

EWSHN 2024
Potsdam, Germany
10/06/2024

18th WCEE
Milan, Italy
30/06/2024-06/07/2024

SSC
HKUST
14/10/2024

35th KKHTCNN
Shanghai, China
19/11/2024

Group event
Lion Rock
08/12/2024

ICOSSAR’25
Los Angeles, USA
01/06/202406/06/2025