NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents. - Tianshi Zheng; Kelvin Kiu-Wai Tam; Newt Hue-Nam K. Nguyen; Baixuan Xu; Zhaowei Wang 003; Jiayang Cheng; Hong Ting Tsang; Weiqi Wang 001; Jiaxin Bai; Tianqing Fang; Yangqiu Song; Ginny Y. Wong; et al. (CoRR, 2025)