prnp

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ngchenseng / SKALE2.0-ALS-aggregation-GDL

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.

machine-learning protein-structure protein-aggregation geometric-deep-learning sod1 mapt neurodegeneration tdp-43 egnn esm2 amyloid prnp

Updated May 8, 2026
Python

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