265 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Imperial College LondonGB14 papers
- University College LondonGB9 papers
- Centre National de la Recherche ScientifiqueFR8 papers
- Max Planck Institute for the Physics of Complex SystemsDE7 papers
- Queen Mary University of LondonGB6 papers
- University of CambridgeGB6 papers
- University of GenevaCH6 papers
- Université Paris CitéFR5 papers
- Sapienza University of RomeIT4 papers
- University of OxfordGB4 papers
- Duke UniversityUS3 papers
- École Polytechnique Fédérale de LausanneCH3 papers
4 papers · 1 filter
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…
Effects of passive phospholipid flip-flop and asymmetric external fields on bilayer phase equilibria
John J. Williamson, Peter D. Olmsted
Compositional asymmetry between the leaflets of bilayer membranes modifies their phase behaviour, and is thought to influence other important features such as mechanical properties…
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…
Visibility graphs for image processing
Jacopo Iacovacci, Lucas Lacasa
The family of image visibility graphs (IVGs) have been recently introduced as simple algorithms by which scalar fields can be mapped into graphs. Here we explore the usefulness of…