Elucidating STEM Concepts through Generative AI: A Multi-modal Exploration of Analogical Reasoning

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This study explores the integration of generative artificial intelligence (AI), specifically large language models, with multi-modal analogical reasoning as an innovative approach to enhance science, technology, engineering, and mathematics (STEM) education.

• We have developed a novel system that utilizes the capacities of generative AI to transform intricate principles in mathematics, physics, and programming into comprehensible metaphors.
• To further augment the educational experience, these metaphors are subsequently converted into visual form.
• Our study aims to enhance the learners' understanding of STEM concepts and their learning engagement by using the visual metaphors.