Improved protein structure prediction using potentials from deep learning.
Andrew W. SeniorRichard EvansJohn JumperJames KirkpatrickLaurent SifreTim GreenChongli QinAugustin ZídekAlexander W. R. NelsonAlex BridglandHugo PenedonesStig PetersenKaren SimonyanSteve CrossanPushmeet KohliDavid T. JonesDavid SilverKoray KavukcuogluDemis HassabisPublished in: Nat. (2020)
Keyphrases
- deep learning
- protein structure prediction
- unsupervised learning
- machine learning
- protein structure
- unsupervised feature learning
- protein sequences
- protein folding
- graph theory
- weakly supervised
- coarse grained
- amino acids
- computational biology
- fine grained
- secondary structure
- sequence alignment
- higher order
- object detection
- object recognition
- image segmentation