RAISE: Enhancing Scientific Reasoning in LLMs via Step-by-Step Retrieval. - Minhae Oh; Jeonghye Kim; Nakyung Lee; Donggeon Seo; Taeuk Kim; Jungwoo Lee (CoRR, 2025)