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Xiaoxuan Ding

Former Research Student

  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/MagazineJournal articlepeer-review

  3. Published

    A novel paradigm of flatness prediction and optimization for strip tandem cold rolling by cloud-edge collaboration

    Zhao, J., Li, J., Yang, Q., Wang, X., Ding, X., Peng, G., Shao, J. & Gu, Z., 16/07/2023, In: Journal of Materials Processing Technology. 316, 10 p., 117947.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. 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/MagazineJournal articlepeer-review

  5. Published
  6. 2022
  7. 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

  8. 2020
  9. Published

    Modelling Composite Failure through Machine Learning

    Ding, X., Hou, X., Xia, M., Ismail, Y. & Ye, J., 1/09/2020.

    Research output: Contribution to conference - Without ISBN/ISSN Abstractpeer-review

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