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S. Mishra-Sharma

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#machine learning May 2026

DiscoverPhysics: Benchmarking LLMs for Out-of-the-Box Scientific Thinking

DiscoverPhysics, an interactive benchmark that asks a LLM agent to discover the laws of motion of a simulated world whose physics deliberately deviates from the authors' own, is introduced.

M. Wiemann, Lindsay M. Smith, Peter Melchior et al. · arXiv.org · 12 citations · ⚡2