已发表地下工程、智能建造领域顶级期刊论文51篇，ESI高被引2篇，H指数为17
国内外期刊代表作：
1. Zhou, M., Shadabfar, M., Huang, H., Leung, Y. F., & Uchida, S. (2022). Efficient back analysis of multiphysics processes of gas hydrate production through artificial intelligence. Fuel, 323, 124162. 中科院1区，Top期刊
2. Zhou, M, Chen, J, Huang, H, Zhang, D, Zhao, S & Shadabfar, M (2021), ‘Multi-Source Data Driven Method For Assessing The Rock Mass Quality Of A Natm Tunnel Face Via Hybrid Ensemble Learning Models,’ International Journal Of Rock Mechanics And Mining Sciences, 147, P. 104914. 中科院1区，Top期刊
3. Zhou, M, Shadabfar, M, Huang, H, Leung, YF & Uchida, S (2020), ‘Meta-Modelling Of Coupled Thermo-Hydro- Mechanical Behaviour Of Hydrate Reservoir,’ Computers And Geotechnics, 128, P. 103848.中科院1区，Top期刊
4. Zhou, M, Soga, K & Yamamoto, K (2020), ‘Upscaling Techniques For Fully Coupled Thm Simulation And Application To Hydrate Gas Production Tests,’ Computers And Geotechnics, 124, P. 103596. 中科院1区，Top期刊
5. Chen, J, Zhou, M*, Huang, H, Zhang, D & Peng, Z (2021), ‘Automated Extraction And Evaluation Of Fracture Trace Maps From Rock Tunnel Face Images Via Deep Learning,’ International Journal Of Rock Mechanics And Mining Sciences, 142, P. 104745.中科院1区，Top期刊，1%ESI论文
6. Xue, Y., Cao, Y., Zhou, M*, Zhang, F., Shen, K., & Jia, F. (2022). Rock mass fracture maps prediction based on spatiotemporal image sequence modeling. Computer-Aided Civil and Infrastructure Engineering, 1– 19. https://doi.org/10.1111/mice.12841中科院1区，Top期刊
7. Zhao, S, Zhang, D, Xue, Y, Zhou, M* & Huang, H (2021), ‘A Deep Learning-Based Approach For Refined Crack Evaluation From Shield Tunnel Lining Images,’ Automation In Construction, 132, P. 103934.中科院1区，Top期刊
8. Chen, J, Huang, H, Zhou, M* & Chaiyasarn, K (2021), ‘Towards Semi-Automatic Discontinuity Characterization in Rock Tunnel Faces Using 3D point Clouds,’ Engineering Geology, 291, P. 106232. 中科院1区，Top期刊
9. Chen, J, Zhou, M*, Zhang, D, Huang, H & Zhang, F (2021), ‘Quantification Of Water Inflow In Rock Tunnel Faces Via Convolutional Neural Network Approach,’ Automation In Construction, 123, P. 103526.中科院1区，Top期刊
10. 31. Zhang, JZ, Huang, HW, Zhang, DM, Zhou, ML*, Tang, C & Liu, DJ (2021), ‘Effect Of Ground Surface Surcharge On Deformational Performance Of Tunnel In Spatially Variable Soil,’ Computers And Geotechnics, 136, P. 104229. 中科院1区，Top期刊，1%ESI论文
11. 周鸣亮, 程文, 张东明, & 黄宏伟. (2021). 运营期盾构隧道结构病害的自动化检测与三维可视化. 应用基础与工程科学学报. 中文EI
12. 周鸣亮，贺洁.2022.层状赋存含水合物沉积物的本构模型研究[J].工程地质学报，30(5):1427-1437.doi:10.1354/j.cnki.jeg.202-042 中文EI
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