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Peptide Visual Lab — open-source web platform unifying TANGO aggregation propensity, S4PRED secondary-structure prediction, and FF-Helix/SSW classification with interactive visualization and citable permalinks. For amyloid, antimicrobial, and chameleon peptide researchers.
A phase-resolved geometric deep learning framework for disease-associated protein aggregation using Siamese EGNNs, FiLM phase tokens, structural graphs, ESM2 embeddings, and kinetic supervision.