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Research

Dr Xiaonan Hou

Lecturer in Mechanical Engineering

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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

    Morphological characterization and reconstruction of fractured heat-treated glass

    Zhu, Y., Yang, J., Wang, X-E., Xie, D. & Hou, X., 15/09/2023, In: Journal of Non-Crystalline Solids. 616, 18 p., 122455.

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

  4. Published

    Joining Technologies for Aluminium Castings—A Review

    Li, D., Slater, C., Cai, H., Hou, X., Li, Y. & Wang, Q., 19/05/2023, In: Coatings. 13, 5, 958.

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

  5. 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

  6. Published

    Dynamic Finite Element Model Based on Timoshenko Beam Theory for Simulating High-Speed Nonlinear Helical Springs

    Zhao, J., Gu, Z., Yang, Q., Shao, J. & Hou, X., 4/04/2023, In: Sensors. 23, 7, 11 p., 3737.

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

  7. Published

    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/Magazine › Journal article › peer-review

  8. 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

  9. Published

    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/Magazine › Journal article › peer-review

  10. 2022
  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 2021
  23. 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

  24. 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

  25. Published

    Hybrid and adhesively bonded joints with dissimilar adherends: a critical review

    Yousefi Kanani, A., Green, S., Hou, X. & Ye, J., 30/09/2021, In: Journal of Adhesion Science and Technology. 35, 17, p. 1821-1859 39 p.

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

  26. 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

  27. 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

  28. 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

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