From Surfaces to Volumes: Registered Geometry for Protein Representation Learning
Existing protein geometry models typically represent molecular surfaces using local geometric features such as sampled points, normals, and curvature. While effective for capturing exposed molecular shape, these representations do not explicitly model the volumetric organization beneath the surface or provide a consist...
Si-Yuan Chen, Cai Zhou, Jin-Rui Zhang et al.
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