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de novo design

1 paper tagged “de novo design

BiologyNature · Jul 2023 Open access

De novo design of protein structure and function with RFdiffusion

Joseph L. Watson, David Juergens and David Baker

This paper introduced RFdiffusion, a generative diffusion model built on the RoseTTAFold network for de novo protein design. It enables a range of design tasks, including unconditional generation, symmetric oligomer design, functional motif scaffolding, and binder design. Many designs were experimentally validated, with solved structures closely matching the intended models.