Jinshuai Bai

1. Transfer Learning in Physics-Informed Neural Networks: Full Fine-Tuning, Lightweight Fine-Tuning, and Low-Rank Adaptation
   2025/02/02 by Yizheng Wang, Jinshuai Bai, Wang, Yizheng +11 · 8 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
2. A Pretraining-Finetuning Computational Framework for Material Homogenization
   2024/03/18 by Yizheng Wang, Wang, Yizheng, Xiang Li +12 · 2 citations
   Computer Science · Engineering · #Advanced Mathematical Modeling in Engineering #Composite Material Mechanics #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Topology Optimization in Engineering #and Science (cs.CE)
3. Trajectory-Aware Flow Matching for Topology Optimisation
   2026/07/16 by Shusheng Xiao, Jinshuai Bai, Hyogu Jeong +3
   #cs.LG #cs.NA #math.NA