@article{evaluationdrivenscalingforscientificdisc,
  title = {Evaluation-driven Scaling for Scientific Discovery},
  author = {Haotian Ye and Haowei Lin and Jingyi Tang and Yizhen Luo and Caiyin Yang and Chang Su and Rahul Thapa and Rui Yang and Ruihua Liu and Zeyu Li and Chong Gao and Dachao Ding and Guangrong He and Miaolei Zhang and Lina Sun and Wenyang Wang and Yuchen Zhong and Zhuohao Shen and Di He and Jianzhu Ma and Stefano Ermon and Tongyang Li and Xiaowen Chu and James Zou and Yuzhi Xu},
  year = {2026},
  eprint = {2604.19341},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.19341},
}