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Deconstructing cortical folding: Genetic, cellular and mechan- ical determinants

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Predicting Brain Morphogenesis via Physics-Transfer Learning

q-bio.NC · 2025-08-22 · reject · novelty 5.0

A physics-transfer graph network trained on simulated growth of simple elastic shells predicts curvature and short-term shape change on a fetal brain atlas, but validation is limited to a single population-averaged atlas.

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  • Predicting Brain Morphogenesis via Physics-Transfer Learning q-bio.NC · 2025-08-22 · reject · none · ref 2

    A physics-transfer graph network trained on simulated growth of simple elastic shells predicts curvature and short-term shape change on a fetal brain atlas, but validation is limited to a single population-averaged atlas.