Staff profile

• Infrastructure maintenance, Ground Penetrating Radar, Machine learning, Digital Twin, Multi-physics simulation

Journal Article

• DOWSER: A DINO-based One-shot Water Seepage Recognition network for TBM tunnel inspection
  
  Ye, Z., Wang, N., Zhu, H., Zhang, Q., Li, Z., & Ninić, J. (2026). DOWSER: A DINO-based One-shot Water Seepage Recognition network for TBM tunnel inspection. Tunnelling and Underground Space Technology, 177, Article 107957. https://doi.org/10.1016/j.tust.2026.107957
• Deep learning for automated rock core image analysis: Weathering classification, fracture detection, and 3D geological modelling
  
  Li, Z., Huang, M., Zhu, H., Tang, Y., Zhao, J., & Zhang, Q. (2026). Deep learning for automated rock core image analysis: Weathering classification, fracture detection, and 3D geological modelling. International Journal of Rock Mechanics and Mining Sciences, 206, Article 106655. https://doi.org/10.1016/j.ijrmms.2026.106655
• Automating dense GPR simulations for C-scan imaging of subsurface infrastructure
  
  Zhu, H., Zhou, Y., Xiao, F., Ninic, J., Lai, W., & Zhang, Q. (2026). Automating dense GPR simulations for C-scan imaging of subsurface infrastructure. Automation in Construction, 184, Article 106828. https://doi.org/10.1016/j.autcon.2026.106828