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Research

Dr Xiaonan Hou

Lecturer in Mechanical Engineering

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  1. Journal article
  2. Published

    A novel genetic expression programming assisted calibration strategy for discrete element models of composite joints with ductile adhesives

    Wang, X-E., Kanani, A. Y., Pang, K., Yang, J., Ye, J. & Hou, X., 30/11/2022, In: Thin-Walled Structures. 180, 18 p., 109985.

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

  3. 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

  4. 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

  5. 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

  6. 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

  7. Published

    Local bridging effect of fractured laminated glass with EVA based hybrid interlayers under weathering actions

    Yang, J., Wang, Y., Wang, X. E., Hou, X., Zhao, C. & Ye, J., 3/01/2022, In: Construction and Building Materials. 314, B, 13 p., 125595.

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

  8. 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

  9. 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

  10. Published

    Experimental and analytical study on the pre-crack impact response of thick multi-layered laminated glass under hard body impact

    Wang, X-E., Huang, X-H., Yang, J., Hou, X., Zhu, Y. & Xie, D., 15/09/2021, In: International Journal of Mechanical Sciences. 206, 20 p., 106613.

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

  11. 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

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