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Dr Xiaonan Hou

Senior Lecturer in Mechanical Engineering

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  1. 2023
  2. Published

    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/Magazine › Journal article › peer-review

  3. Published

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

    Wang, X.-E., 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/Magazine › Journal article › peer-review

  4. 2022
  5. 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/Magazine › Journal article › peer-review

  6. 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

  7. Published

    Experimental and numerical investigation into the hybrid joint performance considering microstructural roughness

    Pang, K., Wang, X.-E., Ye, J. & Hou, X., 3/11/2022.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-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/Magazine › Journal article › peer-review

  9. Published

    Particle-based micromechanical modelling of adhesive joint considering microscale surface roughness

    Wang, X.-E., Hou, X., Ye, J., Pang, K. & Yang, J., 21/07/2022.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  10. 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

  11. Published

    Microscale Discrete Element Model for Simulating Bridging Behavior of Fractured Glass Laminates

    Wang, X. E., Yang, J., Peng, S., Wang, Y. & Hou, X., 20/06/2022, Challenging Glass Conference Proceedings. Belis, J., Bos, F. & Louter, C. (eds.). Vol. 8. 12 p. (Challenging Glass Conference Proceedings; vol. 8).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  12. Published

    Manufacturing of engineered novel additive manufactured polymer material from phase-field

    Adefuye, E., Hou, X. & Ye, J., 1/04/2022.

    Research output: Contribution to conference - Without ISBN/ISSN › Poster › peer-review

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