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ORCIDJohn Jumper
Person information
- affiliation: DeepMind, London, UK
- award (2024): Nobel Prize in Chemistry
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2020 – today
- 2023
[i2]Charlie Chen, Sebastian Borgeaud, Geoffrey Irving, Jean-Baptiste Lespiau, Laurent Sifre, John Jumper:
Accelerating Large Language Model Decoding with Speculative Sampling. CoRR abs/2302.01318 (2023)- 2022
- [j4]Mihaly Varadi
, Stephen Anyango, Mandar S. Deshpande, Sreenath Nair, Cindy Natassia, Galabina Yordanova, David Yuan, Oana Stroe, Gemma Wood, Agata Laydon, Augustin Zídek, Tim Green, Kathryn Tunyasuvunakool, Stig Petersen, John Jumper, Ellen Clancy, Richard Green, Ankur Vora, Mira Lutfi, Michael Figurnov, Andrew Cowie, Nicole Hobbs, Pushmeet Kohli, Gerard J. Kleywegt, Ewan Birney, Demis Hassabis, Sameer Velankar:
AlphaFold Protein Structure Database: massively expanding the structural coverage of protein-sequence space with high-accuracy models. Nucleic Acids Res. 50(D1): 439-444 (2022) - 2021
- [i1]Dan Rosenbaum, Marta Garnelo, Michal Zielinski, Charlie Beattie, Ellen Clancy, Andrea Huber, Pushmeet Kohli, Andrew W. Senior, John Jumper, Carl Doersch, S. M. Ali Eslami, Olaf Ronneberger, Jonas Adler:
Inferring a Continuous Distribution of Atom Coordinates from Cryo-EM Images using VAEs. CoRR abs/2106.14108 (2021) - 2020
- [j3]Andrew W. Senior, Richard Evans, John Jumper, James Kirkpatrick, Laurent Sifre, Tim Green, Chongli Qin, Augustin Zídek, Alexander W. R. Nelson, Alex Bridgland, Hugo Penedones, Stig Petersen, Karen Simonyan, Steve Crossan, Pushmeet Kohli, David T. Jones, David Silver, Koray Kavukcuoglu, Demis Hassabis:
Improved protein structure prediction using potentials from deep learning. Nat. 577(7792): 706-710 (2020)
2010 – 2019
- 2018
- [j2]John M. Jumper, Nabil F. Faruk, Karl F. Freed, Tobin R. Sosnick:
Accurate calculation of side chain packing and free energy with applications to protein molecular dynamics. PLoS Comput. Biol. 14(12) (2018) - [j1]John M. Jumper, Nabil F. Faruk, Karl F. Freed, Tobin R. Sosnick:
Trajectory-based training enables protein simulations with accurate folding and Boltzmann ensembles in cpu-hours. PLoS Comput. Biol. 14(12) (2018)
Coauthor Index
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