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Evaluating Large Language Models in Scientific Discovery

Evaluating Large Language Models in Scientific Discovery

17 December 2025

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

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