Evaluating Large Language Models in Scientific Discovery
Zhangde Song,
Jieyu Lu,
Yuanqi Du,
Botao Yu,
Thomas M. Pruyn,
Yue Huang,
Kehan Guo,
Xiuzhe Luo,
Yuanhao Qu,
Yi Qu,
Yinkai Wang,
Haorui Wang,
Jeff Guo,
Jingru Gan,
Parshin Shojaee,
Di Luo,
Andres M Bran,
Gen Li,
Qiyuan Zhao,
Shao-Xiong Lennon Luo,
Yuxuan Zhang,
Xiang Zou,
Wanru Zhao,
Yifan F. Zhang,
Wucheng Zhang,
Shunan Zheng,
Saiyang Zhang,
Sartaaj Takrim Khan,
Mahyar Rajabi-Kochi,
Samantha Paradi-Maropakis,
Tony Baltoiu,
Fengyu Xie,
Tianyang Chen,
Kexin Huang,
Weiliang Luo,
Meijing Fang,
Xin Yang,
Lixue Cheng,
Jiajun He,
Soha Hassoun,
Xiangliang Zhang,
Wei Wang,
Chandan K. Reddy,
Chao Zhang,
Zhiling Zheng,
Mengdi Wang,
Le Cong,
Carla P. Gomes,
Chang-Yu Hsieh,
Aditya Nandy,
Philippe Schwaller,
Heather J. Kulik,
Haojun Jia,
Huan Sun,
Seyed Mohamad Moosavi,
Chenru Duan
December 2025
Professor of Chemical Engineering and Chemistry
