@article{autosciamemorycentricagenticsystemforthe, title = {AutoSci: A Memory-Centric Agentic System for the Full Scientific Research Lifecycle}, author = {Weitong Qian and Beicheng Xu and Zhongao Xie and Bowen Fan and Guozheng Tang and Jiale Chen and Xinzhe Wu and Mingtian Yang and Chenyang Di and Jiajun Li and Lingching Tung and Peichao Lai and Yifei Xia and Ziyi Guo and Yanwei Xu and Yanzhao Qin and Shaoduo Gan and Xupeng Miao and Bin Cui}, year = {2026}, eprint = {2605.31468}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.31468}, }