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Research

Zewen Gu

Formerly at Lancaster University

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  1. 2023
  2. Published

    Effects of defects on the transverse mechanical response of unidirectional fibre-reinforced polymers: DEM simulation and deep learning prediction

    Ding, X., Gu, Z., Hou, X., Xia, M., Ismail, Y. & Ye, J., 1/10/2023, In: Composite Structures. 321, 117301.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Published

    Investigation on the transitional micromechanical response of hybrid composite adhesive joints by a novel adaptive DEM model

    Wang, X., Yousefi Kanani, A., Gu, Z., Yang, J., Ye, J. & Hou, X., 30/04/2023, In: Theoretical and Applied Fracture Mechanics. 124, 15 p., 103760.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. 2022
  5. Published

    Estimating microscale DE parameters of brittle adhesive joints using genetic expression programming

    Wang, X-E., Kanani, A. Y., Gu, Z., Yang, J., Ye, J. & Hou, X., 31/10/2022, In: International Journal of Adhesion and Adhesives. 118, 12 p., 103230.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Published

    A Novel Self‐Updating Design Method for Complex 3D Structures Using Combined Convolutional Neuron and Deep Convolutional Generative Adversarial Networks

    Gu, Z., Hou, X., Saafi, M. & Ye, J., 30/06/2022, In: Advanced Intelligent Systems. 4, 6, 10 p., 2100186.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    Numerical Modelling on the Local Design of a Marine Bonded Composite Hose (MBCH) and Its Helix Reinforcement

    Amaechi, C. V., Chesterton, C., Butler, H. O., Gu, Z. & Odijie, A. C., 3/03/2022, In: Journal of Composites Science. 6, 3, 28 p., e79.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. Published

    Design optimisation of braided composite beams for lightweight rail structures using machine learning methods

    Singh, A., Gu, Z., Hou, X., Liu, Y. & Hughes, D. J., 15/02/2022, In: Composite Structures. 282, 12 p., 115107.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. Published

    Finite element modelling on the mechanical behaviour of Marine Bonded Composite Hose (MBCH) under burst and collapse

    Amaechi, C. V., Chesterton, C., Butler, H. O., Gu, Z., Odijie, A. C., Wang, F., Hou, X. & Ye, J., 24/01/2022, In: Journal of Marine Science and Engineering (JMSE). 10, 24 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    Static and Dynamic Analysis of Nonlinear Valve Springs Based on Finite Element Analysis and Machine Learning Algorithm

    Gu, Z., 2022, Lancaster University. 201 p.

    Research output: Thesis › Doctoral Thesis

  11. 2021
  12. Published

    Advanced static and dynamic analysis method for helical springs of non-linear geometries

    Gu, Z., Hou, X. & Ye, J., 24/11/2021, In: Journal of Sound and Vibration. 513, 18 p., 116414.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  13. Published

    Design and analysis method of nonlinear helical springs using a combining technique: Finite element analysis, constrained Latin hypercube sampling and genetic programming

    Gu, Z., Hou, X. & Ye, J., 1/11/2021, In: Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science. 235, 22, p. 5917-5930 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  14. Published

    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

    Gu, Z., Liu, Y., J.Hughes, D., Ye, J. & Hou, X., 15/07/2021, In: Composites Part B: Engineering. 217, 11 p., 108894.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. Published

    Effect of rubber particles and fibers on the dynamic compressive behavior of novel ultra-lightweight cement composites: Numerical simulations and metamodeling

    Huang, Z., Deng, W., Du, S., Gu, Z., Long, W. & Ye, J., 15/02/2021, In: Composite Structures. 258, 20 p., 113210.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  16. Published

    Understanding mixed mode ratio of adhesively bonded joints using genetic programming (GP)

    Liu, Y., Gu, Z., Hughes, D. J., Ye, J. & Hou, X., 15/02/2021, In: Composite Structures. 258, 10 p., 113389.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  17. 2020
  18. Published

    Non-linear finite element model for dynamic analysis of high-speed valve train and coil collisions

    Gu, Z., Hou, X., Keating, E. & Ye, J., 1/05/2020, In: International Journal of Mechanical Sciences. 173, 10 p., 105476.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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