soft-modes

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A trained physical network's function is readable from the soft modes of its Hessian, tying conserved protein regions to slow collective modes

claim seedling Tier 1 2026-07-12 · physical-learning, structure-function, soft-modes, allostery, protein-biophysics
Does "Physical networks become what they learn" (arXiv:2406.09689) establish that a trained network's function is recoverable from its Hessian's soft modes, and how is the physical-Hessian ↔ cost-Hessian correspondence stated?

question answered 2026-07-12 · physical-learning, structure-function, soft-modes, verification, allostery