土木工程系
电子邮件：xiaote@sjtu.edu.cn
通讯地址：上海市闵行区东川路800号威尼斯9499登录入口木兰船建大楼B522
长聘教轨副教授，博士生导师，国家级青年人才。主要从事岩土工程灾害风险防控、机器学习与数字孪生研究。每年招收1名博士、1名硕士，常年招聘博士后，欢迎感兴趣的同学和优秀青年学者加入！
Dr. Xiao is an Associate Professor at the Department of Civil Engineering, Shanghai Jiao Tong University. His main research interests include geotechnical risk and reliability, machine learning and digital twins. Several positions are available for PhD/MPhil students and Postdoc fellows. Candidates with majors in civil engineering, hydraulic engineering, or engineering geology are preferred. Interested applicants may contact Dr. Xiao through email (xiaote@sjtu.edu.cn).
教育背景 Education Background
2013–2018，工学博士，武汉大学 水工结构工程 / PhD in Hydraulic Structure Engineering, Wuhan University
2009–2013，工学学士，武汉大学 水利水电工程 / BSc in Water Conservancy and Hydropower Engineering, Wuhan University
工作经历 Work Experience
2024至今，长聘教轨副教授，威尼斯9499登录入口 威尼斯9499登录入口 / Associate Professor, Shanghai Jiao Tong University
2021–2023，研究助理教授，香港科技大学 土木及环境工程学系 / Research Assistant Professor, Hong Kong University of Science and Technology
2018–2021，博士后，香港科技大学 土木及环境工程学系 / Postdoctoral Research Fellow, Hong Kong University of Science and Technology
岩土工程灾害风险防控 / Geotechnical risk and reliability
岩土机器学习与数字孪生 / Machine learning and digital twins in geotechnics
工程勘察不确定性表征 / Uncertainty characterization in site investigation
滑坡灾害链 / Landslide hazard chains
工程风险决策 / Risk-informed decision-making
助理主编、编委，国际期刊Georisk
委员，美国土木工程师学会 堤坝及边坡委员会
委员，中国土木工程学会 工程风险与保险研究分会青年论坛
通讯委员，国际土力学与岩土工程学会 TC304 (风险管理) / TC309 (机器学习) / TC222 (BIM及数字孪生)
国家级青年人才计划项目，PI，2025–2027
国家自然科学基金青年科学基金，不完备数据条件下区域滑坡时空预测与风险预警方法研究，PI，2025–2027
香港研究资助局主题研究基金 / RGC Theme-based Research Scheme，Digital twin-empowered landslide emergency risk management，Co-I，2024–2028
国家自然科学基金委与香港研究资助局联合基金 / NSFC-RGC Joint Research Scheme，Evolution of landslide hazard chains triggered by strong earthquakes and the associated dynamic risk management，Co-I，2021–2024
香港土力工程处政府咨询项目 / Consulting Project for Geotechnical Engineering Office of HKSAR Government，Uncertainties and target reliability of slopes，Co-I，2023–2024
发表本领域权威期刊论文30余篇，出版英文专著1部。
Publish over 30 SCI-indexed journal papers and one monograph.
Google Scholar: https://scholar.google.com/citations?user=blUFYi4AAAAJ
ResearchGate: https://www.researchgate.net/profile/Te-Xiao-2
专著 Monographs
[1] Zhang, J., Xiao, T., Ji, J., Zeng, P., Cao, Z. J. (2023). Geotechnical Reliability Analysis: Theories, Methods and Algorithms. Springer, Singapore. 310p.
代表性论文 Representative Papers
[1] Xiao, T., Zhang, L. M.*, Cheung, R. W. M., Lacasse, S. (2023). Predicting spatio-temporal man-made slope failures induced by rainfall in Hong Kong using machine learning techniques. Géotechnique, 73(9), 749-765.
[2] Xiao, T., Zhang, L. M.* (2023). Data-driven landslide forecasting: methods, data completeness, and real-time warning. Engineering Geology, 317, 107068.
[3] Ju, L. Y., Xiao, T.*, He, J., Wang, H. J., Zhang, L. M. (2022). Predicting landslide runout paths using terrain matching-targeted machine learning. Engineering Geology, 311, 106902.
[4] Xiao, T., Li, D. Q.*, Cao, Z. J., Zhang, L. M. (2018). CPT-based probabilistic characterization of three-dimensional spatial variability using MLE. Journal of Geotechnical and Geoenvironmental Engineering, 114(5), 04018023.
[5] Xiao, T., Li, D. Q.*, Cao, Z. J., Au, S. K., Phoon, K. K. (2016). Three-dimensional slope reliability and risk assessment using auxiliary random finite element method. Computers and Geotechnics, 79, 146-158.
[6] Zhang, L. M.*, Xiao, T., He, J., Chen, C. (2019). Erosion-based analysis of breaching of Baige landslide dams on the Jinsha River, China, in 2018. Landslides, 16(10), 1965-1979.
[7] Li, D. Q.*, Xiao, T., Zhang, L. M., Cao, Z. J. (2019). Stepwise covariance matrix decomposition for efficient simulation of multivariate large-scale three-dimensional random fields. Applied Mathematical Modelling, 68, 169-181.
[8] Li, D. Q., Xiao, T., Cao, Z. J.*, Zhou, C. B., Zhang, L. M. (2016). Enhancement of random finite element method in reliability analysis and risk assessment of soil slopes using Subset Simulation. Landslides, 13(2), 293-303.
[9] 李典庆, 肖特, 曹子君*, 唐小松, 方国光. (2016). 基于极限平衡法和有限元法的边坡协同式可靠度分析. 岩土工程学报, 38(6), 1004-1013. (in Chinese)
[10] 李典庆*, 肖特, 曹子君, 周创兵, 方国光. (2016). 基于高效随机有限元法的边坡风险评估. 岩土力学, 37(7), 1994-2003. (in Chinese)
计算机软件著作权
非侵入式岩土工程概率分析软件，2017SR016335
岩土体参数空间变异性随机模拟及可靠度分析软件，2014SR092563
国家级青年人才计划，2023
上海市白玉兰人才计划（青年），2023
国际土力学与岩土工程学会未来之星讲座奖 / ISSMGE Bright Spark Lecture Award，2023
香港工程师学会最佳岩土论文奖 / HKIE Geotechnical Paper Award，2024
国际期刊Géotechnique青年奖 / Géotechnique Early Career Award，2023
国际期刊Georisk最佳论文奖 / Georisk Best Paper Award，2018
国际期刊Georisk高被引论文奖 / Georisk Most Cited Award，2020
全国高等学校水利类专业优秀博士学位论文，2019
