Items where Author is "Ding, Xiaoxuan"

Journal Article

Ding, Xiaoxuan and Gu, Zewen and Hou, Xiaonan and Xia, Min and Ismail, Yaser and Ye, Jianqiao (2023) Effects of defects on the transverse mechanical response of unidirectional fibre-reinforced polymers : DEM simulation and deep learning prediction. Composite Structures, 321: 117301. ISSN 0263-8223

Gu, Zewen and Ding, Xiaoxuan and Hou, Xiaonan and Ye, Jianqiao (2023) A genetic evolved machine learning approach for 3D DEM modelling of anisotropic materials with full consideration of particulate interactions. Composites Part B: Engineering, 250: 110432. ISSN 1359-8368

Ding, Xiaoxuan and Hou, Xiaonan and Xia, Min and Ismail, Yaser and Ye, Jianqiao (2022) Predictions of macroscopic mechanical properties and microscopic cracks of unidirectional fibre-reinforced polymer composites using deep neural network (DNN). Composite Structures, 302: 116248. ISSN 0263-8223

Contribution to Conference

Ding, Xiaoxuan and Hou, Xiaonan and Xia, Min and Ismail, Yaser and Ye, Jianqiao (2020) Modelling Composite Failure through Machine Learning. In: 23rd International Conference on Composite Structures & 6th International Conference on Mechanics of Composites, 2020-09-01 - 2020-09-04, University of Porto,.

Thesis

Ding, Xiaoxuan and Ye, Jianqiao and Hou, Xiaonan and Xia, Min (2023) Transverse mechanical responses of unidirectional fibre-reinforced polymers : DEM simulation and deep learning prediction. PhD thesis, Lancaster University.