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ProtTrans: Towards Cracking the Language of Life’s Code Through Self-Supervised Learning
Ahmed Elnaggar, Michael Heinzinger, View ORCID ProfileChristian Dallago, Ghalia Rehawi, Yu Wang, Llion Jones, Tom Gibbs, Tamas Feher, Christoph Angerer, Martin Steinegger, View ORCID ProfileDebsindhu Bhowmik, Burkhard Rost
doi: https://doi.org/10.1101/2020.07.12.199554
Ahmed Elnaggar
1TUM (Technical University of Munich) Department of Informatics, Bioinformatics & Computational Biology - i12, Boltzmannstr. 3, 85748 Garching/Munich, Germany
Michael Heinzinger
1TUM (Technical University of Munich) Department of Informatics, Bioinformatics & Computational Biology - i12, Boltzmannstr. 3, 85748 Garching/Munich, Germany
Christian Dallago
1TUM (Technical University of Munich) Department of Informatics, Bioinformatics & Computational Biology - i12, Boltzmannstr. 3, 85748 Garching/Munich, Germany
Ghalia Rehawi
1TUM (Technical University of Munich) Department of Informatics, Bioinformatics & Computational Biology - i12, Boltzmannstr. 3, 85748 Garching/Munich, Germany
Yu Wang
2Med AI Technology (Wu Xi) Ltd., Ma Shan, Mei Liang Road, 88, 2nd floor (west), Bin Hu District, Wu Xi, Jiang Su Province, China
Llion Jones
3Google AI, Google, 1600 Amphitheatre Parkway, Mountain View, CA 94043, USA
Tom Gibbs
4NVIDIA, 2788 San Tomas Expy, Santa Clara, CA 95051, Vereinigte Staaten, USA
Tamas Feher
4NVIDIA, 2788 San Tomas Expy, Santa Clara, CA 95051, Vereinigte Staaten, USA
Christoph Angerer
4NVIDIA, 2788 San Tomas Expy, Santa Clara, CA 95051, Vereinigte Staaten, USA
Martin Steinegger
5School of Biological Sciences, Seoul National University, Seoul, 08826, South Korea
Debsindhu Bhowmik
6Oak Ridge National Laboratory (ORNL), 1 Bethel Valley Rd, Oak Ridge, TN 37830, Vereinigte Staaten
Burkhard Rost
1TUM (Technical University of Munich) Department of Informatics, Bioinformatics & Computational Biology - i12, Boltzmannstr. 3, 85748 Garching/Munich, Germany
Article usage
Posted May 04, 2021.
ProtTrans: Towards Cracking the Language of Life’s Code Through Self-Supervised Learning
Ahmed Elnaggar, Michael Heinzinger, Christian Dallago, Ghalia Rehawi, Yu Wang, Llion Jones, Tom Gibbs, Tamas Feher, Christoph Angerer, Martin Steinegger, Debsindhu Bhowmik, Burkhard Rost
bioRxiv 2020.07.12.199554; doi: https://doi.org/10.1101/2020.07.12.199554
ProtTrans: Towards Cracking the Language of Life’s Code Through Self-Supervised Learning
Ahmed Elnaggar, Michael Heinzinger, Christian Dallago, Ghalia Rehawi, Yu Wang, Llion Jones, Tom Gibbs, Tamas Feher, Christoph Angerer, Martin Steinegger, Debsindhu Bhowmik, Burkhard Rost
bioRxiv 2020.07.12.199554; doi: https://doi.org/10.1101/2020.07.12.199554
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