主要論文：
[1] Zhang, M., Gu, Z., Zhao, Y., Fu, Y., Kong, XQ. (2024). Compressive strength prediction of cement base under sulfate attack by machine learning approach. (2024). Case Studies in Construction Materials, 21, e03652.
[2] Zabihi, N., Gu, Z., Saafi, M. (2023). Crank shaft road electromagnetic road energy harvester for smart city applications. Applied Energy, 352, 122020. （SCI一區(qū)TOP期刊）
[3] Ding, X., Gu, Z., Hou, X., Xia, M., Ismail, Y., Ye, JQ. (2023). Effects of defects on the transverse mechanical response of unidirectional fibre-reinforced polymers: DEM simulation and deep learning prediction.Composite Structures, 117301. （SCI一區(qū)TOP期刊）
[4] Gu, Z., Ding, X., Hou, X., & Ye, J*. (2023). A genetic evolved machine learning approach for 3D DEM modelling of anisotropic materials with full consideration of particulate interactions. Composites Part B: Engineering, 250, 110432. （SCI一區(qū)TOP期刊）
[5] Zhao, J., Gu, Z.*, Yang, Q., Shao, J., Hou, X. (2023). Dynamic Finite Element Model Based on Timoshenko Beam Theory for Simulating High-Speed Nonlinear Helical Springs. Sensors, 23(7).
[6] Zhao, J., Li, J., Yang, Q., Wang, X., Ding, X., Peng, G., ... & Gu, Z.* (2023). A novel paradigm of flatness prediction and optimization for strip tandem cold rolling by cloud-edge collaboration. Journal of Materials Processing Technology, 117947. （SCI一區(qū)TOP期刊）
[7] Wang, X. E., Kanani, A. Y., Gu, Z., Yang, J., Ye, J., & Hou, X.* (2023). Investigation on the transitional micromechanical response of hybrid composite adhesive joints by a novel adaptive DEM model. Theoretical and Applied Fracture Mechanics, 103760.
[8] Wang, X. E., Kanani, A. Y., Gu, Z., Yang, J., Ye, J., & Hou, X.* (2022). Estimating microscale DE parameters of brittle adhesive joints using genetic expression programming. International Journal of Adhesion and Adhesives, 118, 103230.
[9] Gu, Z., Hou, X.*, Saafi, M., & Ye, J. (2022). A Novel Self‐Updating Design Method for Complex 3D Structures Using Combined Convolutional Neuron and Deep Convolutional Generative Adversarial Networks. Advanced Intelligent Systems, 4(6), 2100186.
[10] Amaechi, C. V.*, Chesterton, C., Butler, H. O., Gu, Z., & Odijie, A. C. (2022). Numerical modelling on the local design of a Marine Bonded Composite Hose (MBCH) and its helix reinforcement. Journal of Composites Science, 6(3), 79.
[11] Singh, A., Gu, Z., Hou, X., Liu, Y.*, & Hughes, D. J. (2022). Design optimisation of braided composite beams for lightweight rail structures using machine learning methods. Composite Structures, 282, 115107. （SCI一區(qū)TOP期刊）
[12] Gu, Z., Hou, X., & Ye, J. (2021). Advanced static and dynamic analysis method for helical springs of non-linear geometries. Journal of Sound and Vibration, 513, 116414. （SCI二區(qū)TOP期刊）
[13] Gu, Z., Hou, X.*, & Ye, J. (2021). Design and analysis method of nonlinear helical springs using a combining technique: Finite element analysis, constrained Latin hypercube sampling and genetic programming. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 235(22), 5917-5930.
[14] Gu, Z., Liu, Y., Hughes, D. J., Ye, J., & Hou, X.* (2021). A parametric study of adhesive bonded joints with composite material using black-box and grey-box machine learning methods: Deep neuron networks and genetic programming. Composites Part B: Engineering, 217, 108894. （SCI一區(qū)TOP期刊）
[15] Liu, Y., Gu, Z., Hughes, D. J., Ye, J., & Hou, X.* (2021). Understanding mixed mode ratio of adhesively bonded joints using genetic programming (GP). Composite Structures, 258, 113389. （SCI一區(qū)TOP期刊）
[16] Huang, Z., Deng, W., Du, S., Gu, Z., Long, W., & Ye, J.* (2021). Effect of rubber particles and fibers on the dynamic compressive behavior of novel ultra-lightweight cement composites: Numerical simulations and metamodeling. Composite Structures, 258, 113210. （SCI一區(qū)TOP期刊）
[17] Gu, Z., Hou, X.*, Keating, E., & Ye, J. (2020). Non-linear finite element model for dynamic analysis of high-speed valve train and coil collisions. International Journal of Mechanical Sciences, 173, 105476. （SCI一區(qū)TOP期刊）
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