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Dr Xiaonan Hou

Lecturer in Mechanical Engineering

  1. Journal article
  2. E-pub ahead of print

    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., 7/01/2023, (E-pub ahead of print) In: Theoretical and Applied Fracture Mechanics. 124

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. Published

    Predictions of macroscopic mechanical properties and microscopic cracks of unidirectional fibre-reinforced polymer composites using deep neural network (DNN)

    Ding, X., Hou, X., Xia, M., Ismail, Y. & Ye, J., 15/12/2022, In: Composite Structures. 302, 13 p., 116248.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. E-pub ahead of print

    Analysis of failure mechanisms of adhesive joints modified by a novel additive manufacturing-assisted method

    Kanani, A. Y., Wang, X. E., Hou, X., Rennie, A. E. W. & Ye, J., 15/02/2023, In: Engineering Structures. 277, 9 p., 115428.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. 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/MagazineJournal articlepeer-review

  6. E-pub ahead of print

    A genetic evolved machine learning approach for 3D DEM modelling of anisotropic materials with full consideration of particulate interactions

    Gu, Z., Ding, X., Hou, X. & Ye, J., 1/02/2023, In: Composites Part B: Engineering. 250, 11 p., 110432.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. E-pub ahead of print

    Insights into the micromechanical response of adhesive joint with stochastic surface micro-roughness

    Wang, X., Pang, K., Huang, X., Yang, J., Ye, J. & Hou, X., 31/01/2023, In: Engineering Fracture Mechanics. 277, 19 p., 108954 .

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. 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/MagazineJournal articlepeer-review

  9. 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/MagazineJournal articlepeer-review

  10. 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/MagazineJournal articlepeer-review

  11. 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/MagazineJournal articlepeer-review

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