AI-powered protein mutation analysis platform. Enter any UniProt ID, mutate a residue, and SERAPH, an original ESM2+CNN+BiLSTM model, predicts exactly which secondary structures change and why.
machine-learning bioinformatics deep-learning structural-biology nextjs protein-structure computational-biology pytorch bilstm secondary-structure-prediction cnn-bilstm protein-mutations fastapi framer-motion alphafold protein-language-model gemini-ai esm2 mutantscope
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Updated
Jul 4, 2026 - Jupyter Notebook