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Viral genomes are not just sequences, but complex networks of contextual fragments, unlocking superior classification accuracy for novel and evolving viruses.
Euclidean grids blind standard vision models to complex anatomical topology, but routing Hodge-decomposed features through combinatorial cell complexes unlocks higher-order geometric reasoning across 2D and 3D images.