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accelerating universe 1astrophysics 1constrained scalar fields 1Einstein frame 1Jordan frame 1large language models 1non-minimal coupling 1phantom equation of state 1physics 1project planning 1proposal evaluation 1scientific proposal generation 1

From the 2 of 17 linked papers with an AI index.

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20242026
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cs.CL2026

AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation

Jia Liu, Veena Krishnaraj, Kateryna Vovk +18

The paper evaluates the ability of current large language models to generate one‑page research project plans in physics, astrophysics, and cosmology, and compares how human reviewe…