MatSciBench: Benchmarking the Reasoning Ability of Large Language Models in Materials Science. - Junkai Zhang; Jingru Gan; Xiaoxuan Wang; Zian Jia; Changquan Gu; Jianpeng Chen; Yanqiao Zhu 001; Mingyu Derek Ma; Dawei Zhou 003; Ling Li; Wei Wang 010 (CoRR, 2025)