@article{lyu2026evoscientist,
 author = {Lyu, Yougang and Zhang, Xi and Yi, Xinhao and Zhao, Yuyue and Guo, Shuyu and Hu, Wenxiang and Piotrowski, Jan and Kaliski, Jakub and Urbani, Jacopo and Meng, Zaiqiao and others},
 journal = {arXiv preprint arXiv:2603.08127},
 title = {Evoscientist: Towards multi-agent evolving ai scientists for end-to-end scientific discovery},
 year = {2026}
}