围绕隧道韧性评价与提升开展科学研究，已出版专著1本，发表学术论文30余篇，其中SCI检索10余篇。

学术专著

    张冬梅, 黄忠凯. 《软土盾构隧道抗震韧性分析》. 同济大学出版社. ISBN:978-7-5765-0112-4.

学术论文

1.     Huang, Z. K., Zhang, D. M, Pitilakis, K., Tsinidis, G., Huang, H.W., Zhang, D. M, & Argyroudis, S. (2022). Resilience assessment of tunnels: Framework and application for tunnels in alluvial deposits exposed to seismic hazard. Soil Dyn. Earthq. Eng..162, 107456. (Most Downloaded Article)

2.     Huang, Z.K., Argyroudis, S., Zhang, D., Pitilakis, K., Huang, H., & Zhang, D. (2022). Time-Dependent Fragility Functions for Circular Tunnels in Soft Soils. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 8(3), 04022030. (Most Read Article)

3.     Huang, Z. K., Pitilakis, K., Argyroudis, S., Tsinidis, G., & Zhang, D. M. (2021). Selection of optimal intensity measures for fragility assessment of circular tunnels in soft soil deposits. Soil Dynamics and Earthquake Engineering, 145, 106724. (Most Cited Article)

4.     Huang, H., Zhang, D., & Huang, Z. (2022). Resilience of city underground infrastructure under multi-hazards impact: From structural level to network level. Resilient Cities and Structures, 1(2), 76-86. (综述，Most Downloaded Article)

5.     黄忠凯，张冬梅. 地下结构地震易损性研究进展. 同济大学学报（自然科学版）, 2021, 49(1):49-59。(综述)

6.     Huang, Z. K., & Zhang, D. M. (2021). Scalar-and vector-valued vulnerability analysis of shallow circular tunnel in soft soil. Transportation Geotechnics, 27, 100505.

7.     Huang, Z. K., Pitilakis, K., Tsinidis, G., Argyroudis, S., & Zhang, D. M.(2020). Seismic vulnerability of circular tunnels in soft soil deposits: The case of Shanghai metropolitan system. Tunnelling and Underground Space Technology, 98, 103341.

8.     Huang, Z., Argyroudis, S. A., Pitilakis, K., Zhang, D., & Tsinidis, G. (2022). Fragility assessment of tunnels in soft soils using artificial neural networks. Underground Space, 7(2), 242-253.

9.     Huang, Z. K., Zhang, D. M., & Xie, X. C. (2022). A practical ANN model for predicting the excavation-induced tunnel horizontal displacement in soft soils. Underground Space, 7(2), 278-293.

10.  Huang, Z., Pitilakis, K., Zhang, D., Tsinidis, G., & Argyroudis, S. (2022). On the effects of salient parameters for an efficient probabilistic seismic loss assessment of tunnels in alluvial soils. Resilient Cities and Structures, 1(3), 24-39.

11.  Zhang, D. M., Liu, J., Huang, Z. K., Yang, G. H., Jiang, Y., & Jia, K. (2022). Waterproof performance of tunnel segmental joints under different deformation conditions. Tunnelling and Underground Space Technology, 123, 104437.

12.  Zhang, D. M., Xie, X. C., Huang, Z. K., Peng, M. Z., & Zhu, H. X. (2022). Observed response of maglev structure undercrossed by three shield tunnels in soft soil. Underground Space. 7(4), 636-661.

13.  Zhang, D., Shen, Y., Huang, Z., & Xie, X. (2022). Auto machine learning-based modelling and prediction of excavation-induced tunnel displacement. Journal of Rock Mechanics and Geotechnical Engineering.

14.  Zhang, D.M., Huang, Z.K., Zong, X., Li, Z.L., Zhang, D.M., Analytical Solution for the response of an existing tunnel to a new tunnel excavation underneath [J]. Computers and Geotechnics, 2019, 108: 197-211.

15.  Zhang, D.M. , Huang, Z.K., Wang, R.L., Yan, J.Y., Zhang, J., Grouting-based treatment of tunnel settlement: Practice in Shanghai [J]. Tunnelling and Underground Space Technology, 2018,80: 181-196.

16.  Zhang, D.M. , Huang, Z.K., Yin, Z.Y., Ran, L.Z., Huang, H.W., Predicting the grouting effect on leakage-induced tunnels and ground response in saturated soils [J]. Tunnelling and Underground Space Technology, 2017, 65: 76-90.

17.  Zhang, D. M., Xie, X. C., Zhou, M. L. , Huang, Z. K., Zhang, D. M. An Incident of Water and Soil Gushing in a Metro Tunnel Due to High Water Pressure in Sandy Silt [J]. Engineering Failure Analysis, 2020, 121:105196.

18.  Zhang, D. M., Han. L., & Huang, Z. K. (2022). A numerical approach for fluid-particle-structure interactions problem with CFD-DEM-CSD coupling method. Computers and Geotechnics, 152, 105007.

19.  黄忠凯，张冬梅. 软土地区地表结构对盾构隧道地震响应影响的风险分析. 自然灾害学报, 2018.27(4):67-74.

20.  黄忠凯，张冬梅. 软土地层浅埋盾构隧道地震易损性分析. 现代隧道技术, 2020.57(5):51-60.

21.  张建辉，黄忠凯，刘祥勇，朱先发，张冬梅. 基于矢量地震动强度参数的隧道结构易损性分析. 土木与环境工程学报(中英文), 2022, 44(05),57-66.

22.  黄忠凯，张冬梅，周文鼎，程屹歆，仝跃。  基于贝叶斯网络的盾构隧道横截面变形预测方法，现代隧道技术，2022，59（5），10-17.