@article{fromautomationtoautonomyasurveyonlarge,
  title = {From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery},
  author = {Tianshi Zheng and Zheye Deng and Hong Ting Tsang and Weiqi Wang and Jiaxin Bai and ZiHao Wang and Yangqiu Song},
  year = {2025},
  eprint = {2505.13259},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.13259v1},
}