Zhou, Haosu

1. A review of graph neural network applications in mechanics-related domains
   2024/07/10 by Zhao, Yingxue, Li, Haoran, Zhou, Haosu +3 · 3 citations
   #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Mathematical Physics (math-ph)
2. A study on using image based machine learning methods to develop the surrogate models of stamp forming simulations
   2020/09/30 by Haosu Zhou, Zhou, Haosu, Qingfeng Xu +3 · 1 citation
   Engineering · #Non-Destructive Testing Techniques #Metal Forming Simulation Techniques #Topology Optimization in Engineering
3. Recurrent U-Net-Based Graph Neural Network (RUGNN) for Accurate Deformation Predictions in Sheet Material Forming
   2025/07/10 by Yingxue Zhao, Qianyi Chen, Zhao, Yingxue +13 · 1 citation
   Engineering · #FOS: Computer and information sciences #Laser and Thermal Forming Techniques #Machine Learning (cs.LG) #Manufacturing Process and Optimization #Metal Forming Simulation Techniques
4. A new graph-based surrogate model for rapid prediction of crashworthiness performance of vehicle panel components
   2025/03/16 by Li, Haoran, Zhao, Yingxue, Zhou, Haosu +2 · 1 citation
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering