Wangzhe Du

Approaches for improvement of the X-ray image defect detection of automobile casting aluminum parts based on deep learning

Wangzhe Du, Hongyao Shen, Jianzhong Fu et al. · NDT & E International · 2019 · 162 citations

Image Classification, Convolutional Neural Network, Machine Vision +10

Thermal field prediction for welding paths in multi-layer gas metal arc welding-based additive manufacturing: A machine learning approach

Zeyu Zhou, Hongyao Shen, Bing Liu et al. · Journal of Manufacturing Processes · 2021 · 62 citations

Materials Science, Engineering, Welding Process +12

Automatic Defect Segmentation in X-Ray Images Based on Deep Learning

Wangzhe Du, Hongyao Shen, Jianzhong Fu · IEEE Transactions on Industrial Electronics · 2020 · 60 citations

Convolutional Neural Network, Engineering, Machine Learning +22

Automated detection of defects with low semantic information in X-ray images based on deep learning

Wangzhe Du, Hongyao Shen, Jianzhong Fu et al. · Journal of Intelligent Manufacturing · 2020 · 57 citations

Convolutional Neural Network, Machine Vision, Image Analysis +14

Residual thermal stress prediction for continuous tool-paths in wire-arc additive manufacturing: a three-level data-driven method

Zeyu Zhou, Hongyao Shen, Bing Liu et al. · Virtual and Physical Prototyping · 2021 · 33 citations · Full text

Engineering, Industrial Engineering, Mechanical Engineering +17