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A Multi-Modal Cyclic Peptide Representation Learning Framework for Membrane Permeability Prediction

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Cyclic peptide drugs show great potential in antiviral, antibacterial, anticancer, and immunomodulatory therapies, yet accurate prediction of their membrane permeability remains challenging. Existing approaches based on SMILES, molecular graphs, or 3D structur... ...