@article{deliberateevolutionagenticreasoningforsa,
  title = {Deliberate Evolution: Agentic Reasoning for Sample-Efficient Symbolic Regression with LLMs},
  author = {Xinyu Pang and Zhanke Zhou and Xuan Li and Fangrui Lv and Shanshan Wei and Sen Cui and Bo Han and Changshui Zhang},
  year = {2026},
  eprint = {2606.04360},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.04360},
}