A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers

Mingjun Hu(Beihang University), Runkai Zhao(Chinese PLA General Hospital), Haitao Wu, Chenglong Ma, Zhongxing Xu(Peking University), Yu Du(Sichuan University), Jiamin Wu(Harvard University), Shiyan Su, Yingzhou Lu(Stanford University), Cheng Tang, Pengfei Jiang(Dalian Polytechnic University), Jianyu Wu(Guangdong University of Technology), Fengxiang Wang, Yuanyuan Zhang(Capital Medical University), Yuchen Ren(North China University of Science and Technology), Guohang Zhuang, Guo–Cheng Wu(Chongqing University of Posts and Telecommunications), Tianbin Li, Wei Li(Jinan University), Ziyang Chen(Beijing Chemical Industry Research Institute (China)), Ying Chen(Ningbo University), Jiaqi Liu(Inner Mongolia University of Science and Technology), Lulu Chen, Jiashi Lin, Yizhou Wang(Peking University), Chaoyang Zhang, Cheng Tan(Kunming University of Science and Technology), Ying Jie(Beijing Tongren Hospital), Xinyao Liu(Institute of Microelectronics), Xiangyu Zhao, Chen Tang, Pengcheng Chen, Xiang Zhang, Wanghan Xu, Shangquan Sun(Chinese Academy of Sciences), Zhonghua Wang, Jucheng Hu, Yue-Jin Yang, Siyuan Yan, Jiyao Liu, Changkai Ji, Feilong Tang(Illinois Tool Works (Australia)), Guangshuai Wang, Ziyan Huang, Jiaqi Wei, Encheng Su, Huihui Xu
arXiv (Cornell University)
August 28, 2025
Cited by 1


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