AI agents discover statistical mechanical mappings from a raw partition function to a tractable representation in six Ising-type problems; StatMechBench-v0 benchmark introduced
Read the original at arxiv.org→arXiv:2607.26367v1 Announce Type: new Abstract: 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...
Original headline: "Exploring Structures in Physics Problems: Can AI Agents Discover Statistical Mechanical Mappings?"
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- Jul 30, 04:00 UTC arXiv cs.AI lead source Exploring Structures in Physics Problems: Can AI Agents Discover Statistical Mechanical Mappings?