Andy Ballard
Andy Ballard
DeepMind
Verified email at google.com
Title
Cited by
Cited by
Year
Relational inductive biases, deep learning, and graph networks
PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ...
arXiv preprint arXiv:1806.01261, 2018
13262018
Learning to navigate in complex environments
P Mirowski, R Pascanu, F Viola, H Soyer, AJ Ballard, A Banino, M Denil, ...
arXiv preprint arXiv:1611.03673, 2016
5902016
Increased tolerance to oxygen and glucose deprivation in astrocytes from Na+/H+ exchanger isoform 1 null mice
DB Kintner, G Su, B Lenart, AJ Ballard, JW Meyer, LL Ng, GE Shull, D Sun
American Journal of Physiology-Cell Physiology 287 (1), C12-C21, 2004
962004
Energy landscapes for machine learning
AJ Ballard, R Das, S Martiniani, D Mehta, L Sagun, JD Stevenson, ...
Physical Chemistry Chemical Physics 19 (20), 12585-12603, 2017
812017
Replica exchange with nonequilibrium switches
AJ Ballard, C Jarzynski
Proceedings of the National Academy of Sciences 106 (30), 12224-12229, 2009
632009
Intrinsically disordered energy landscapes
Y Chebaro, AJ Ballard, D Chakraborty, DJ Wales
Scientific reports 5 (1), 1-12, 2015
612015
Role of Na+-K+-Cl cotransport and Na+/Ca2+ exchange in mitochondrial dysfunction in astrocytes following in vitro ischemia
DB Kintner, J Luo, J Gerdts, AJ Ballard, GE Shull, D Sun
American Journal of Physiology-Cell Physiology 292 (3), C1113-C1122, 2007
612007
Metacontrol for adaptive imagination-based optimization
JB Hamrick, AJ Ballard, R Pascanu, O Vinyals, N Heess, PW Battaglia
arXiv preprint arXiv:1705.02670, 2017
592017
High accuracy protein structure prediction using deep learning
J Jumper, R Evans, A Pritzel, T Green, M Figurnov, K Tunyasuvunakool, ...
Fourteenth Critical Assessment of Techniques for Protein Structure …, 2020
562020
Toward the mechanism of ionic dissociation in water
AJ Ballard, C Dellago
The Journal of Physical Chemistry B 116 (45), 13490-13497, 2012
462012
Exploiting the potential energy landscape to sample free energy
AJ Ballard, S Martiniani, JD Stevenson, S Somani, DJ Wales
Wiley Interdisciplinary Reviews: Computational Molecular Science 5 (3), 273-289, 2015
262015
Energy landscapes for a machine learning application to series data
AJ Ballard, JD Stevenson, R Das, DJ Wales
The Journal of chemical physics 144 (12), 124119, 2016
232016
Relational Inductive Biases
PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ...
Deep Learning, and Graph Networks 2018, 1-38arXiv, 1806
191806
Unsupervised doodling and painting with improved spiral
JFJ Mellor, E Park, Y Ganin, I Babuschkin, T Kulkarni, D Rosenbaum, ...
arXiv preprint arXiv:1910.01007, 2019
182019
Replica exchange with nonequilibrium switches: Enhancing equilibrium sampling by increasing replica overlap
AJ Ballard, C Jarzynski
The Journal of chemical physics 136 (19), 194101, 2012
162012
Targeted free energy estimation via learned mappings
P Wirnsberger, AJ Ballard, G Papamakarios, S Abercrombie, S Racanière, ...
The Journal of Chemical Physics 153 (14), 144112, 2020
152020
Relational inductive biases, deep learning, and graph networks.(2018)
PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ...
arXiv preprint arXiv:1806.01261, 1806
141806
Imagination-based decision making with physical models in deep neural networks
JB Hamrick, R Pascanu, O Vinyals, A Ballard, N Heess, P Battaglia
Advances in Neural Information Processing Systems (NIPS), Intuitive Physics …, 2016
72016
Superposition-enhanced estimation of optimal temperature spacings for parallel tempering simulations
AJ Ballard, DJ Wales
Journal of chemical theory and computation 10 (12), 5599-5605, 2014
72014
Scalable quantum computing infrastructure based on superconducting electronics
O Mukhanov, A Kirichenko, C Howington, J Walter, M Hutchings, I Vernik, ...
2019 IEEE International Electron Devices Meeting (IEDM), 31.2. 1-31.2. 4, 2019
52019
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Articles 1–20