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University of Puerto Rico at Mayagüez
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A parameter-free tight-binding model achieves sub-meV accuracy for VO2 energy differences and captures V 3d shell self-consistent shifts, surpassing standard DFTB limitations.
Far from behaving like gapped, nearsighted condensed-matter insulators, language models operate in heavy-tailed critical regimes that cause physics-inspired compression mappings to systematically collapse.