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· 2026 · arXiv 2603.24638

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physics.chem-ph 1

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2026 1

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Approximate Label Symmetries Improve Data Scaling

physics.chem-ph · 2026-05-27 · unverdicted · novelty 5.0

Approximate label symmetries improve scaling laws for ML models of hydrogen orbital densities, water vibrational modes, and 3D potential energy surfaces, with a Hessian correction for approximate cases.

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  • Approximate Label Symmetries Improve Data Scaling physics.chem-ph · 2026-05-27 · unverdicted · none · ref 32

    Approximate label symmetries improve scaling laws for ML models of hydrogen orbital densities, water vibrational modes, and 3D potential energy surfaces, with a Hessian correction for approximate cases.