benchmarking 1large language models 1physics problem solving 1statistical mechanics 1symbolic reasoning 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.AI2026
Exploring Structures in Physics Problems: Can AI Agents Discover Statistical Mechanical Mappings?
Wanyu Zhao, Wanbing Zhao
The paper studies whether large language model agents can discover statistical‑mechanical mappings for physics problems, introducing a benchmark of Ising‑type tasks and evaluating…
quant-ph2025
Scalable tests of quantum contextuality from stabilizer-testing nonlocal games
Wanbing Zhao, H. W. Shawn Liew, Wen Wei Ho +2
Soon after the dawn of quantum error correction, DiVincenzo and Peres observed that stabilizer codewords could give rise to simple proofs of quantumness via contextuality. This dis…