Molecular render representing RFdiffusion2

RFdiffusion2

Design enzymes from reaction mechanisms at atom resolution

RFdiffusion2 designs enzymes by conditioning generative diffusion on active-site placement, transition-state geometry and catalytic residue constraints. It produces backbones with atomically defined active sites for specified reactions. Designed catalysts for novel reactions have been validated experimentally in the originating work.

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At a glance

Input
Reaction and active-site constraints (PDB)
Output
Enzyme backbones (PDB)
Developed by
Baker Lab, UW
Published
Baker Lab, 2025 · 2025
#enzyme-design#diffusion#active-site