@article{wang2025transfer,
  author = {Wang, Yizheng and Bai, Jinshuai and Eshaghi, Mohammad Sadegh and Anitescu, Cosmin and Zhuang, Xiaoying and Rabczuk, Timon and Liu, Yinghua},
  title = {Transfer Learning in Physics-Informed Neural Networks: Full Fine-Tuning, Lightweight Fine-Tuning, and Low-Rank Adaptation},
  journal = {International Journal of Mechanical System Dynamics},
  volume = {5},
  number = {2},
  pages = {212--235},
  year = {2025},
  doi = {10.1002/msd2.70030}
}