Masked diffusion retrofitted onto ESM2 produces a pLM that matches representation benchmarks and generates protein-like sequences, with an in-silico binder design case study.
Accelerating biocatalysis discovery with machine learning: A paradigm shift in enzyme engineering, discovery, and design.ACS Catalysis, 13(21):14454–14469, November 2023
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Diffusion Sequence Models for Enhanced Protein Representation and Generation
Masked diffusion retrofitted onto ESM2 produces a pLM that matches representation benchmarks and generates protein-like sequences, with an in-silico binder design case study.