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Generative design of de novo proteins based on secondary structure constraints using an attention-based diffusion model

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We report two generative deep learning models that predict amino acid sequences and 3D protein structures based on secondary structure design objectives via either overall content or per-residue structure. Both models are robust regarding imperfect inputs and ... ...