Expert-Guided LLM Reasoning for Battery Discovery: From AI-Driven Hypothesis to Synthesis and Characterization. - Shengchao Liu; Hannan Xu; Yan Ai; Huanxin Li; Yoshua Bengio; Harry Guo (CoRR, 2025)