Author

Llion Jones

Google (United States)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

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Approach:deep learning· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Ahmed ElnaggariD· 1 shared Burkhard RostiD· 1 shared Christian DallagoiD· 1 shared Christoph M. Angerer· 1 shared Debsindhu BhowmikiD· 1 shared Ghalia RehawiiD· 1 shared Martin SteineggeriD· 1 shared Michael HeinzingeriD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Ahmed ElnaggarORCID

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1 paper

Recent·Most cited

ProtTrans: Towards Cracking the Language of Life's Code Through Self-Supervised Deep Learning and High Performance Computing

Ahmed Elnaggar, Michael Heinzinger, Christian Dallago, Ghalia Rehawi, Yu Wang, Llion Jones, Tom Gibbs, T. Fehér, Christoph M. Angerer, Martin Steinegger, Debsindhu Bhowmik, Burkhard Rost

This paper trains and evaluates language models on protein sequences to predict structural and localization features, achieving state-of-the-art results without evolutionary information.

IEEE Transactions on Pattern Analysis and Machine Intelligence · Jul 7, 2021Peer-reviewedBioinformatics