@article{scienceideturningworldsscientificcodebas, title = {ScienceIDE: Turning World's Scientific Codebase into Agent Learnable Environments}, author = {Hejia Geng and Zesen Huang and Haoyang Li and Wenbin Li and Koutian Wu and Zihan Zhou and Yuanbo Pang and Weihao Liu and Zigong Xu and Zhiping Li and Zongzheng Zhang and Chuanfei Dong and Jiankai Sun and Tianzhe Zheng and Fengyu Xie and Yue Ma and Yueheng Shi and Tong Xie and Zonglin Di and Xianrong Liu and Qucheng Gao and Yimin Liu and Jiaming Pan and Sheng Huang and Xiao-Han Ma and Lanqing Yuan and Zhenlin Zhu and Ziang Liu and Ziyang Xu and Junkai Wang and Kangkai Liang and Jiayi Xian and Zehong Zhao and Liuwei Xu and Jingxu Xie and Peijin Zhang and Qiang Gao and Chengyi Xing and Zhe Zhao and Xi Wang and Yaopeng Xing and Xing Meng and Zhenfei Yin and Yingcheng Wu and Ling Yang}, year = {2026}, eprint = {2609.19134}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2609.19134}, }