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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Wan-Yu Zhao

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Jul 2026

Exploring Structures in Physics Problems: Can AI Agents Discover Statistical Mechanical Mappings?

An important skill in theoretical physics is to recognize when a new problem can be transformed into a known model. We study this skill as an AI-agent task: can LLM-based agents discover statistical mechanical mappings from a raw partition function to a tractable representation? To probe this question, we introduce Sta...

Wan-Yu Zhao, Wan-Bing Zhao · 0 citations

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