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2511.03782
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Expert Evaluation of LLM World Models: A High-
T
c
T_c
T
c
Superconductivity Case Study
5 November 2025
Haoyu Guo
Maria Tikhanovskaya
Paul Raccuglia
Alexey Vlaskin
Chris Co
Daniel J. Liebling
Scott Ellsworth
Matthew Abraham
Elizabeth Dorfman
N. P. Armitage
Chunhan Feng
Antoine Georges
Olivier Gingras
Dominik Kiese
Steven A. Kivelson
Vadim Oganesyan
B. J. Ramshaw
S. Sachdev
T. Senthil
J. M. Tranquada
M. Brenner
Subhashini Venugopalan
Eun-Ah Kim
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"Expert Evaluation of LLM World Models: A High-$T_c$ Superconductivity Case Study"
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