202 citations · 351 across the 3 of their papers we have counts for
Showing 2018Show all
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q-bio.BM2018★ 202 cited
Deep learning extends de novo protein modelling coverage of genomes using iteratively predicted structural constraints
Joe G Greener, Shaun M Kandathil, David T Jones
The inapplicability of amino acid covariation methods to small protein families has limited their use for structural annotation of whole genomes. Recently, deep learning has shown…
q-bio.BM2018★ 147 cited
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…