Design of metalloproteins and novel protein folds using variational autoencoders

Joe G Greener, Lewis Moffat, David T Jones

The design of novel proteins has many applications but remains an attritional process with success in isolated cases. Meanwhile, deep learning technologies have exploded in popular…