Wei Lin (林威)

Wei Lin (林威)

PhD Researcher

Publications

Journal Papers (in English)

  1. Lin, W., Sheil, B., Zhang, P., Li, K., & Xie, X.* (2025). Structural geometry-informed 3D deep learning for segmental tunnel lining analysis in point clouds. Automation in Construction, 176, 106281. https://doi.org/10.1016/j.autcon.2025.106281.
  2. Lin, W., Zou, M., Zhao, M., Chang, J., & Xie, X.* (2025). Multi-fidelity machine learning for identifying thermal insulation integrity of liquefied natural gas storage tanks. Applied Sciences, 15, 33. https://doi.org/10.3390/app15010033.
  3. Lin, W., Sheil, B., Zhang, P., Zhou, B., Wang, C., & Xie, X.* (2024). Seg2Tunnel: A hierarchical point cloud dataset and benchmarks for segmentation of segmental tunnel linings. Tunnelling and Underground Space Technology, 147, 105735. https://doi.org/10.1016/j.tust.2024.105735.
  4. Lin, W., Li, P.*, Xie, X., Cao, Y., & Zhang, Y. (2023). A novel back-analysis approach for the external loads on shield tunnel lining in service based on monitored deformation. Structural Control and Health Monitoring, 2023, 8128701. https://doi.org/10.1155/2023/8128701.
  5. Lin, W., Li, P.*, & Xie, X. (2022). A novel detection and assessment method for operational defects of pipe jacking tunnel based on 3D longitudinal deformation curve: A case study. Sensors, 22, 7648. https://doi.org/10.3390/s22197648.
  6. Huang, H., Chang, J.*, Zhang, D., Thewes, M., & Lin, W. (2025). Improved model-free adaptive control of shield machine posture during tunnelling. Advanced Engineering Informatics, 67, 103465. https://doi.org/10.1016/j.aei.2025.103465.
  7. Ye, Z., Lin, W., Faramarzi, A., Xie, X., & Ninić, J.* (2025). SAM4Tun: No-training model for tunnel lining point cloud component segmentation. Tunnelling and Underground Space Technology, 158, 106401. https://doi.org/10.1016/j.tust.2025.106401.
  8. Chang, J., Thewes, M., Zhang, D., Huang, H.*, & Lin, W. (2024). Deformational behaviors of existing three-line tunnels induced by under-crossing of three-line mechanized tunnels: A case study. Canadian Geotechnical Journal. https://doi.org/10.1139/cgj-2024-0359.
  9. Li, K., Xie, X., Zhou, B.*, Huang, C., Lin, W., Zhou, Y., & Wang, C. (2024). Thickness regression for backfill grouting of shield tunnels based on GPR data and CatBoost & BO-TPE: A full-scale model test study. Underground Space, 17, 100–119. https://doi.org/10.1016/j.undsp.2023.10.003.

(Submitted, under review, or accepted)

  1. Guan, Z., Liu, Y., Lin, Y., & Lin, W.* (2025). Accurate measurement of segment dislocation for shield tunnel based on binocular vision technology. Journal of Computing in Civil Engineering. (Under review)
  2. Lin, W., Sheil, B., Zhang, P., Chang, J., & Xie, X.* (2024). Automated digital reconstruction of high-fidelity present-day geometries for segmental tunnel linings based on segmented point clouds. Tunnelling and Underground Space Technology. (Under review)
  3. Shi, Z., Lin, W., Zeng, K., Bu, X., Xie, X.* & Zhu, H. (2025). Failure evoluation mechanisms for continuous structure response in large-diameter shield tunnel: From the perspective of process state superposition. Applied Sciences. (Submitted)
  4. Zhang, R., Lin, W., Wang, C., Sheil, B., Liu, Z., & Li, Z.* (2025). Denoising image point clouds using segmentation and synthetic data for enhanced structural health analysis of tunnels. Data-Centric Engineering. (Under review)
  5. Jing, Y.*, Lin, W., Sheil, B., & Acikgoz, S. (2025). A 3D multimodal feature for infrastructure anomaly detection. Automation in Construction. (Under review)

Venues

SCImago Journal & Country Rank SCImago Journal & Country Rank SCImago Journal & Country Rank SCImago Journal & Country Rank SCImago Journal & Country Rank SCImago Journal & Country Rank SCImago Journal & Country Rank SCImago Journal & Country Rank

Journal Papers (in Chinese)

  1. 林威, 谢雄耀*, 关振长, & 常佳奇. (2025). 基于改进标签编码和RandLA-Net的盾构隧道点云逐管片自动分割和变形提取算法. 中国公路学报.
  2. 张洋宾, 谢雄耀*, 周彪, 林威, 曹宇阳, 张列学, & 王承. (2025). 基于关联规则的盾构隧道结构性能评价方法. 同济大学学报（自然科学版）, 53(6), 888–897. https://doi.org/10.11908/j.issn.0253-374x.23372.
  3. 石州, 谢雄耀*, 曾昆, 卜祥波, 林威, & 徐子龙. (2025). 考虑过程响应的盾构隧道施工管片变形研究. 土木与环境工程学报（中英文）. https://doi.org/10.11835/j.issn.2096-6717.2025.006.
  4. 邹成路, 林威, 罗文静, 周彪*, & 谢雄耀. (2022). 城市轨道交通车站半成岩深基坑围护结构变形特性研究. 城市轨道交通研究, 25(3), 150–155. https://doi.org/10.16037/j.1007-869x.2022.03.032.
  5. 谢雄耀, 林威, 周彪*, & 邹成路. (2022). 半成岩超深基坑围护结构变形与受力特性研究. 结构工程师, 38(1), 164–172. https://doi.org/10.15935/j.cnki.jggcs.2022.01.019.
  6. 梁小波, 林威, 徐金峰, 刘志义, & 赵刚. (2022). 滇中红层软岩填料高路堤稳定性分析. 建筑施工, 44(9), 2248–2251. https://doi.org/10.14144/j.cnki.jzsg.2022.09.068.

(Submitted, under review, or accepted)

  1. 陈洪胜, 朱悦铭, 谢攀, 林威*, 邹美涛, & 谢雄耀. (2025). 基于蒙特卡罗dropout的土体开挖力学参数不确定性反演方法. 施工技术（中英文）. (Under review)
  2. 吴庆杰, 张红伟, 陈少林, & 林威*. (2024). 基于计算机视觉的盾构隧道管片错台自动测量方法. 施工技术（中英文）. (Accepted)

Conference Papers

  1. Lin, W., Sheil, B., Xie, X.*, Zhang, Y., & Cao, Y. (2024). Semantic segmentation of large-scale segmental lining point clouds using 3D deep learning. GeoShanghai International Conference 2024, 012026. https://doi.org/10.1088/1755-1315/1337/1/012026.
  2. Lin, W.*, Sheil, B., Xie, X., Li, K., & Niu, G. (2024). Segment segmentation of tunnel ring point clouds using 3D deep learning. World Tunnel Congress 2024, 3059–3066. https://doi.org/10.1201/9781003495505-406.
  3. Lin, W., Xie, X., Zhou, B., Li, P., & Wang, C. (2023). Refined perception and management of ring-wise deformation information for shield tunnels based on point cloud deep learning and BIM. Eighth International Symposium on Life-Cycle Civil Engineering (IALCCE 2023), 3991–3998. https://doi.org/10.1201/9781003323020-490.
  4. Lin, W., Xie, X.*, Li, P., Xiao, B., Lu, X., Feng, B., Jin, P., & Hu, Y. (2022). Prediction of settlement induced by tidal fluctuation for underwater shield tunnel during service based on historical monitoring data. 2022 8th International Conference on Hydraulic and Civil Engineering: Deep Space Intelligent Development and Utilization Forum (ICHCE), 1042–1047. https://doi.org/10.1109/ICHCE57331.2022.10042697.
  5. Ye, Z., Faramarzi, A., Ninić, J., & Lin, W. (2025). Automated digital twin reconstruction for tunnel inspection and maintenance. World Tunnel Congress 2025, 517–524. https://doi.org/10.1201/9781003559047-67.
  6. Cao, Y., Xie, X., Zhou, B., Lin, W., Zhang, Y., & Tang, G. (2025). Effect of the crossing super-large-diameter shield tunnel construction on ground surface settlement. World Tunnel Congress 2025, 2029–2036. https://doi.org/10.1201/9781003559047-259.
  7. Zhang, Y., Xie, X., Lin, W., Cao, Y., & Tang, G. (2025). Electric power tunnel maintenance strategy based on structural performance chained evolutionary networks. World Tunnel Congress 2025, 4343–4349. https://doi.org/10.1201/9781003559047-553.

Patents (in Chinese)

  1. 牛刚, 秦宝军, 周志广, 肖中林, 杨庆, 孙斌, 邓魏彬, 王亮, 马俊雨, 林威, 周彪, & 谢雄耀. (2024). 一种基于点云特征深度学习的盾构隧道单环点云分割方法. (发明, 公开)
  2. 周应新, 谢雄耀, 周彪, 林威, 张洋宾, 陈思晗, 徐泓睿, 钱正富, 曾维成, 杨俊宏, 唐能, 刘志义, 史明梅, 唐忠林, 胡兴云, 赵刚, & 叶朋果. (2022). 一种用于差异沉降控制的路堤水载预压反馈调节系统. (发明, 公开)
  3. 鲁正, 常佳奇, 林威, & 宰秋锐. (2018). 可变阻尼铅芯橡胶阻尼器. (发明, 授权)
  4. 鲁正, 林威, 常佳奇, & 宰秋锐. (2018). 装配式建筑墙梁节点. (实用新型, 授权)
  5. 鲁正, 宰秋锐, 常佳奇, & 林威. (2018). 钢结构装配式建筑墙板节点. (实用新型, 授权)

Software (in Chinese)

  1. 浙江省交通运输科学研究院. (2022). 山岭隧道横向变形点云处理系统1.0.