04:00
2026-07-31
arxiv.org
artificial-intelligence
Exploring Structures in Physics Problems: Can AI Agents Discover Statistical Mechanical Mappings?
A new study introduces StatMechBench-v0, a benchmark of six Ising-type problems, to test whether LLM-based agents can discover statistical mechanical mappings from raw partition functions to tractable…