教师名录

上海交通大学特聘教授，国家自然科学基金杰出青年基金获得者。2000年本科毕业于清华大学水利水电工程系，2005年博士毕业于香港科技大学土木工程系。主要研究方向为人工智能和具身智能的应用、岩土工程风险。现任Computers & Geotechnics、Bulletin of Engineering Geology and the Environment等国际期刊编委，中国土木工程学会工程风险与保险研究分会常务理事。获中国青年科技奖、教育部自然科学一等奖、国际岩土工程安全协会青年科学家奖、上海市三八红旗手荣誉称号。

课题组主要研究方向：

1）人工智能与具身智能：智能作业机器人、数据挖掘与机器学习的工程应用

2）海上岩土工程：海上浮式结构共享锚、海上风电大直径单桩、导管架基础

3）岩土工程灾害风险评估

欢迎对人工智能应用感兴趣的同学积极联系咨询，一起探索新一代信息技术在工程理论发展和实践中的应用。

1. 直博生和申请入学制博士

直博生本科专业可为土木水利、机械、控制、人工智能等相关专业。符合条件的同学可参加上海交通大学致远荣誉博士计划遴选，有国际排名前50大学联授学位和国际联培机会。

申请制普通博士专业可为土木水利、机械、控制、人工智能等相关专业。本科毕业院校为“世界一流大学建设高校”且硕士毕业于“世界一流大学建设高校”或“世界一流大学建设学科”、科研成果较好、发表过国内外期刊论文者优先。

请将个人简历、英语证书、成绩单和其它证明材料发送到：lulu_zhang@sjtu.edu.cn，标题注明“姓名+学校+直博/申请制博士”。

2. 博士后

有团队合作精神，科研主动性强、沟通能力好。学科不限，滚动招聘，博士论文涉及人工智能、具身智能等方向特别欢迎。

待遇按上海交通大学博士后标准，推荐申报各类博士后计划，待遇叠加。优秀者另有团队经费支持。

请将个人简历和其它证明材料发送到：lulu_zhang@sjtu.edu.cn，标题注明“姓名+学校+博士后”。

• 中国土木工程学会 工程风险与保险研究分会常务理事

• 国际期刊编委 Bulletin of Engineering Geology and the Environment,Computers and Geotechnics,Georisk, Engineering Geology

• FOMLIG Council Executive Board Memeber 执行委员会委员

• 
  

 国家自然科学基金，重点国际(地区)合作研究项目，W2611077，浮式风电集群共享锚的性能退化机制与系统风险管控研究，2027.1-2031.12

上海交通大学， AI for Engineering赋能计划A类项目，重大地下工程钻爆法施工作业具身智能系统， WH410263001/003，2026.1-2028.12

 国家自然科学基金，杰出青年科学基金项目，52025094，水利水电岩土工程，2021.1-2025.12

 上海市教育委员会科研创新计划，2021-01-07-00-02-E00089，基于界面弱化理论的坐底式海洋结构物安全设计与风险评估研究，2021.01-2025.12

1.        Huang, J.S., Ai Q.*, Zhang, L.L., Tian, Y.H., Du, S.J., & Zhu, Y.P. (2026). Seismic damage-state classification of prefabricated steel pipe pile–supported wharves using a global lateral stiffness reduction indicator. Engineering Structures, 366, 123296.

https://doi.org/10.1016/j.engstruct.2026.123296

2.        Liao, C.C.*, Huang, C.C., Liu, S.A., Shao, M.Z., Zhang, L.L., & Ye, G.L. (2026). Effect of initial static shear stress and drainage conditions on cyclic strength of clay-steel interfaces. Soil Dynamics and Earthquake Engineering, 210, 110566.

https://doi.org/10.1016/j.soildyn.2026.110566

3.        Lin, W.X., Liao, C.C.*, Zhang, L.L., Jeng, D.S., Lin, Z.B., & Wei, X.Y. (2026). Developing time-dependent fragility curves for cube-armored breakwaters: stochastic modeling and experimental quantification. Ocean Engineering, 351, 124365.

https://doi.org/10.1016/j.oceaneng.2026.124365

4.        Liu, J.J., Ai, Q.*, Zhang, L.L., Zhu, J.Y., Wang, H., Huang, X.C., & Yuan, Y. (2026). Data-physics integration model for predicting tunnel convergence subject to water level fluctuations and lining structure degradation. Tunnelling and Underground Space Technology, 171, 107440.

https://doi.org/10.1016/j.tust.2025.107440

5.        Wang, S.R., Zhang, S.*, Xiao, T., Ren, W.L., Zhang, L.L., & Tian, Y.H. (2026). Physics-informed neural networks for predicting the coupled hydro-mechanical behaviour of partially saturated soils. Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards, 1-20.

https://doi.org/10.1080/17499518.2026.2643668

6.        Xu, Z.T., Liao, C.C.*, Shao, M.Z., Zhang, L.L., Tian, Y.H., & Jeng, D.S. (2026). Experimental investigation of wave-induced responses for offshore fish cages rested on clayey sand. Ocean Engineering, 356, 125436.

https://doi.org/10.1016/j.oceaneng.2026.125436

7.        Zhu, K., Gao, L.*, Zhang, L.L., & Chen, S. (2026). Implementing a unified multi-phase debris flow erosion model featuring phase-specific shear stress for internal mechanics and quantifying fine-solid effects. Engineering Geology, 108976.

https://doi.org/10.1016/j.enggeo.2026.108976

8.        Zhao, F.Y., Zhang, L.L., Xiao, T.*, & Chen, Y.M. (2025). An equivalent state method for submarine spread modeling subject to hydrate dissociation. Engineering Geology, 352, 108070.

https://doi.org/10.1016/j.enggeo.2025.108070

9.        Chen, H.L., Liao, C.C.*, Zhang, L.L.*, Zhu, C.J., Fu, S.X., & Ye, G.L. (2025). An integrated model for spatiotemporal interaction between bottom-founded offshore fish cage and clayey seabed due to wave loads. Ocean Engineering, 329, 121125.

https://doi.org/10.1016/j.oceaneng.2025.121125

10.     Huang, X.C., Wang, G.L., & Zhang, L.L.* (2025). An analytical solution for critical sliding surface of stepped rock slope: A case study of Xinjing coal mine landslide. Bulletin of Engineering Geology and the Environment, 84(2), 78.

https://doi.org/10.1007/s10064-024-04079-w

11.     Huang, J.S., Zhang, L.L., Zhang, Y.F., & Ai, Q.* (2025). Generating vulnerability curves for seismic resilience assessment of steel pipe pile-supported wharves. Ocean Engineering, 339, 122089.

https://doi.org/10.1016/j.oceaneng.2025.122089

12.     Wang, H.B., Gao, G.*, Meguid, M. A., Khalili, N., & Zhang, L.L. (2025). The role of boundary normal stiffness in the micromechanical behavior of geomembrane-sand interface: A numerical study. Geotextiles and Geomembranes, 53(6), 1506-1524.

https://doi.org/10.1016/j.geotexmem.2025.07.011

13.     Liu, X.L.*, Jeng, D.S., Moon, V., Stoesser, T., & Zhang, L.L. (2025). Preface to the special issue on "Marine Engineering Geology in Developed Ocean Resources and Energy". Engineering Geology, 108206.

https://doi.org/10.1016/j.enggeo.2025.108206

14.     Xu, J.B., Yu, Y.T., Zheng, J.G., Zhang, L.L., Guan, Z.*, & Wang, Y. (2025). Development of a database on multivariate soil properties for collapsible loess in Xi'an, China. Bulletin of Engineering Geology and the Environment, 84(5), 1-15.

https://doi.org/10.1007/s10064-025-04265-4

15.     Wang, H.B., Gao, G.*, Meguid, M. A., & Zhang, L.L. (2025). On the role of aspect ratio on the geocell-reinforced soils: A coupled continuum-discontinuum study. Computers and Geotechnics, 184, 107256.

https://doi.org/10.1016/j.compgeo.2025.107256

16.     Zhang, J., Ma, X.Y., Lu, M.*, Sharma, A., & Zhang, L.L. (2025). Assessing highway resilience subjected to rainfall-induced slope failure. Computers and Geotechnics, 181, 107134.

https://doi.org/10.1016/j.compgeo.2025.107134

17.     Chen, X.Y., Wang, S., Yang, H.Q.*, Zhang, L.L., & Tang, C.S. (2025). Bayesian back analysis of spatial variability with machine learning surrogates. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 11(2), 04025006.

https://doi.org/10.1061/AJRUA6.RUENG-1317

18.     Gao, G., Meguid, M. A.*, & Zhang, L.L. (2025). Exploring the role of sample size on fracture growth mechanisms in intact rock: insights from 3D DEM-DFN analysis. Canadian Geotechnical Journal, 62, 1-24.

https://doi.org/10.1139/cgj-2023-0707

19.     Zhang, Z.C., Zhang, Y.F., Zhang, L.L.*, Cao, Z.J., Wang, Y.T., Yu, Y.T., & Zheng, J.G. (2024). Characterizing the spatial variability of marine soil properties with site-specific sparse data using a Bayesian data fusion approach. Acta Geotechnica, 1-15.

https://doi.org/10.1007/s11440-024-02419-4

20.     Zuo, Z.B.*, De Corte, W., Huang, Y.L., Chen, X.M., Zhang, Y.M., Li, J., Zhang, L.L., Xiao, J.Z., Yuan, Y., Zhang, K.T., Zhang, L.L., & Mechtcherine, V. (2024). Strategies towards large-scale 3D printing without size constraints. Virtual and Physical Prototyping, 19(1), e2346821.

https://doi.org/10.1080/17452759.2024.2346821

21.     Wang, G., Liao, C.C.*, Zhang, L.L., Lin, J.Q., Ye, G.L., & Zhang, Z.C. (2024). Numerical investigation of resistance components distribution for lateral loaded offshore wind turbine monopile. Marine Georesources & Geotechnology, 42(12), 1795-1811.

https://doi.org/10.1080/1064119X.2024.2302838

22.     Wang, H., Gao, G., Meguid, M. A., Cheng, Y.P., & Zhang, L.L. (2024). Exploring the influence of size-related factors on geocell-reinforced soil response using coupled continuum-discontinuum analysis. Geotextiles and Geomembranes, 52(4), 435-450.

https://doi.org/10.1016/j.geotexmem.2023.12.008

23.     Wang, H., Gao, L.*, Zhu, L., Zhang, L.L., & Wu, J.H. (2024). Changes in the Typhoon Intensity under a Warming Climate: A Numerical Study of Typhoon Mangkhut. Journal of Climate 37(14), 3703-3722.

https://doi.org/10.1175/JCLI-D-23-0567.1

24.     Tai, P., Wang, X.B., Zhang, L.L., & Chen, R.* (2024). Thermal effects on the shear behaviour of saturated coarse-grained soils with reference to post-earthquake deposits. Acta Geophysica, 72(4), 2223-2230.

https://doi.org/10.1007/s11600-023-01265-4

25.     Zhu, S.R., Zhang, L.L.*, & Wu, L.Z., (2024). Simulation of hydro-deformation coupling problem in unsaturated porous media using exponential SWCC and hybrid improved iteration method with multigrid and multistep preconditioner. Acta Geotechnica. 19, 7011–7029.

https://doi.org/10.1007/s11440-024-02414-9

26.     Zhu, S.R., Zhang, L.L.*, Wu, L.Z., Tan, L., & Chen, H.L. (2024). Application of improved Picard iteration method to simulate unsaturated flow and deformation in deformable porous media. Computers and Geotechnics. 166:105979.

https://doi.org/10.1016/j.compgeo.2023.105979

27.     Yang, H.Q., Zhang, L.L.* (2024). Bayesian back analysis of unsaturated hydraulic parameters for rainfall-induced slope failure: A review. Earth-Science Reviews. 251:104714.

https://doi.org/10.1016/j.earscirev.2024.104714

28.     Wei, X., Gardoni P., Zhang, L.L.*, Tan, L., Liu, D.S., Du. C.L., & Li. H. (2024). Improving pixel-based regional landslide susceptibility mapping. Geoscience Frontiers, 15:101782.

https://doi.org/10.1016/j.gsf.2024.101782

29.     Lin, J.Q., Zhang, L.L.*, Liao, C.C., Zhang, Z.C., Wang, W., Zhang, J., & Liu, Z.Q. (2024). Characterization of model uncertainty of the p-y method for reliability-based design of offshore wind turbines under the serviceability limit state. Ocean Engineering. 293:116662.

https://doi.org/10.1016/j.oceaneng.2023.116662

30.     Zuo, Z.B.*, De Corte, W., Huang, Y.L., Chen, X.M., Zhang, Y.M., Li, J., Zhang, L.L., Xiao, J.Z., Yuan, Y., Zhang, K.T., Zhang, L.L., & Mechtcherine, V. (2024). Propelling the widespread adoption of large-scale 3D printing. Nature Reviews Materials. 9, 754–756.

https://doi.org/10.1038/s41578-023-00626-1

31.     Lin, J.Q., Zhang, L.L.*, Liao, C.C., Zhang, J., Yang, H.Q., Zhang, Z.C., & Wang, W. (2024). Probabilistic calibration of the p-y method considering model uncertainty for ultimate limit state design of monopoles. Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards. 18(3):687-705.

 2024年获中国青年科技奖

  2019年获教育部自然科学一等奖（排名第1）

2017年国际岩土工程安全协会青年科学家奖