"hypothesis formulation" Papers

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PhysGym: Benchmarking LLMs in Interactive Physics Discovery with Controlled Priors

Yimeng Chen, Piotr Piękos, Mateusz Ostaszewski et al.

NEURIPS 2025arXiv:2507.15550
2
citations

LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery

Pingchuan Ma, Johnson Tsun-Hsuan Wang, Minghao Guo et al.

ICML 2024arXiv:2405.09783
67
citations