Issue 3/2024 Special Issue: AI for Engineering : AI in Product Design and Manufacturing Industry
Content (13 Articles)
Improving RSW nugget diameter prediction method: unleashing the power of multi-fidelity neural networks and transfer learning
Zhong-Jie Yue, Qiu-Ren Chen, Zu-Guo Bao, Li Huang, Guo-Bi Tan, Ze-Hong Hou, Mu-Shi Li, Shi-Yao Huang, Hai-Long Zhao, Jing-Yu Kong, Jia Wang, Qing Liu
A multi-objective optimization based on machine learning for dimension precision of wax pattern in turbine blade manufacturing
Jing Dai, Song-Zhe Xu, Chao-Yue Chen, Tao Hu, San-San Shuai, Wei-Dong Xuan, Jiang Wang, Zhong-Ming Ren
Data-driven approach to predict the fatigue properties of ferrous metal materials using the cGAN and machine-learning algorithms
Si-Geng Li, Qiu-Ren Chen, Li Huang, Min Chen, Chen-Di Wei, Zhong-Jie Yue, Ru-Xue Liu, Chao Tong, Qing Liu
A machine learning-based calibration method for strength simulation of self-piercing riveted joints
Yu-Xiang Ji, Li Huang, Qiu-Ren Chen, Charles K. S. Moy, Jing-Yi Zhang, Xiao-Ya Hu, Jian Wang, Guo-Bi Tan, Qing Liu
Exoskeleton active assistance strategy for human muscle activation reduction during linear and circular walking
Wen-Tao Sheng, Ke-Yao Liang, Hai-Bin Tang
Understanding microstructure-property relationships of HPDC Al-Si alloy based on machine learning and crystal plasticity simulation
Qiang-Qiang Zhai, Zhao Liu, Ping Zhu
Accelerating the solving of mechanical equilibrium caused by lattice misfit through deep learning method
Chen-Xi Guo, Hui-Ying Yang, Rui-Jie Zhang
Predicting fatigue life of automotive adhesive bonded joints: a data-driven approach using combined experimental and numerical datasets
Chen-Di Wei, Qiu-Ren Chen, Min Chen, Li Huang, Zhong-Jie Yue, Si-Geng Li, Jian Wang, Li Chen, Chao Tong, Qing Liu
A data-driven approach for predicting the fatigue life and failure mode of self-piercing rivet joints
Jian Wang, Qiu-Ren Chen, Li Huang, Chen-Di Wei, Chao Tong, Xian-Hui Wang, Qing Liu
Improved genetic algorithm based on reinforcement learning for electric vehicle front-end structure optimization design
Feng-Yao Lyu, Zhen-Fei Zhan, Gui-Lin Zhou, Ju Wang, Jie Li, Xin He
Deep learning methods for roping defect analysis in aluminum alloy sheets: prediction and grading
Yuan-Zhe Hu, Ru-Xue Liu, Jia-Peng He, Guo-Wei Zhou, Da-Yong Li
Al-enabled properties distribution prediction for high-pressure die casting Al-Si alloy
Yu-Tong Yang, Zhong-Yuan Qiu, Zhen Zheng, Liang-Xi Pu, Ding-Ding Chen, Jiang Zheng, Rui-Jie Zhang, Bo Zhang, Shi-Yao Huang
