Weld quality monitoring via machine learning-enabled approaches

Re-epithelialization and immune cell behaviour in an ex vivo human skin model

Ana Rakita, Nenad Nikolić, Michael Mildner et al. · Scientific Reports · 2020 · 8.1K citations · Full text

Weld image deep learning-based on-line defects detection using convolutional neural networks for Al alloy in robotic arc welding

Zhifen Zhang, Guangrui Wen, Shanben Chen · Journal of Manufacturing Processes · 2019 · 311 citations

Convolutional Neural Network, Machine Vision, Machine Learning +12

First Steps Towards an Intelligent Laser Welding Architecture Using Deep Neural Networks and Reinforcement Learning

Johannes Günther, Patrick M. Pilarski, Gerhard Helfrich et al. · Procedia Technology · 2014 · 306 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +19

Prediction of weld bead geometry and penetration in shielded metal-arc welding using artificial neural networks

D. S. Nagesh, G. L. Datta · Journal of Materials Processing Technology · 2002 · 285 citations

Friction Welding, Engineering, Machine Learning +10

WPD-PCA-Based Laser Welding Process Monitoring and Defects Diagnosis by Using FNN and SVM

Deyong You, Xiangdong Gao, Seiji Katayama · IEEE Transactions on Industrial Electronics · 2014 · 261 citations

Engineering, Machine Learning, Diagnosis +18