Diffusion Probabilistic Modeling of Protein Backbones in 3D for the Motif-Scaffolding problem

Construction of a scaffold structure that supports a desired motif, conferring protein function, shows promise for the design of vaccines and enzymes. But a general solution to this motif-scaffolding problem remains open. Current machine-learning techniques for scaffold design are either limited to...

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Bibliographic Details
Main Author: Yim, Jason
Other Authors: Jaakkola, Tommi S.
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/150230