James Kirkpatrick
James Kirkpatrick
Deepmind, University of Oxford, Imperial College, Max Planck Institute for Polymer Research
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Zitiert von
Zitiert von
Overcoming catastrophic forgetting in neural networks
J Kirkpatrick, R Pascanu, N Rabinowitz, J Veness, G Desjardins, AA Rusu, ...
Proceedings of the national academy of sciences 114 (13), 3521-3526, 2017
Improved protein structure prediction using potentials from deep learning
AW Senior, R Evans, J Jumper, J Kirkpatrick, L Sifre, T Green, C Qin, ...
Nature 577 (7792), 706-710, 2020
Progressive neural networks
AA Rusu, NC Rabinowitz, G Desjardins, H Soyer, J Kirkpatrick, ...
arXiv preprint arXiv:1606.04671, 2016
Policy distillation
AA Rusu, SG Colmenarejo, C Gulcehre, G Desjardins, J Kirkpatrick, ...
arXiv preprint arXiv:1511.06295, 2015
Indacenodithiophene semiconducting polymers for high-performance, air-stable transistors
W Zhang, J Smith, SE Watkins, R Gysel, M McGehee, A Salleo, ...
Journal of the American Chemical Society 132 (33), 11437-11439, 2010
Towards high charge-carrier mobilities by rational design of the shape and periphery of discotics
X Feng, V Marcon, W Pisula, MR Hansen, J Kirkpatrick, F Grozema, ...
Nature materials 8 (5), 421-426, 2009
Distral: Robust multitask reinforcement learning
Y Teh, V Bapst, WM Czarnecki, J Quan, J Kirkpatrick, R Hadsell, N Heess, ...
Advances in neural information processing systems 30, 2017
Recombination via tail states in polythiophene: fullerene solar cells
T Kirchartz, BE Pieters, J Kirkpatrick, U Rau, J Nelson
Physical Review B—Condensed Matter and Materials Physics 83 (11), 115209, 2011
Microscopic simulations of charge transport in disordered organic semiconductors
V Rühle, A Lukyanov, F May, M Schrader, T Vehoff, J Kirkpatrick, ...
Journal of chemical theory and computation 7 (10), 3335-3345, 2011
Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13)
AW Senior, R Evans, J Jumper, J Kirkpatrick, L Sifre, T Green, C Qin, ...
Proteins: structure, function, and bioinformatics 87 (12), 1141-1148, 2019
Modeling charge transport in organic photovoltaic materials
J Nelson, JJ Kwiatkowski, J Kirkpatrick, JM Frost
Accounts of chemical research 42 (11), 1768-1778, 2009
Pushing the frontiers of density functionals by solving the fractional electron problem
J Kirkpatrick, B McMorrow, DHP Turban, AL Gaunt, JS Spencer, ...
Science 374 (6573), 1385-1389, 2021
Density-functional based determination of intermolecular charge transfer properties for large-scale morphologies
B Baumeier, J Kirkpatrick, D Andrienko
Physical Chemistry Chemical Physics 12 (36), 11103-11113, 2010
Factors limiting the efficiency of molecular photovoltaic devices
J Nelson, J Kirkpatrick, P Ravirajan
Physical Review B 69 (3), 035337, 2004
Systematic improvement in charge carrier mobility of air stable triarylamine copolymers
W Zhang, J Smith, R Hamilton, M Heeney, J Kirkpatrick, K Song, ...
Journal of the American Chemical Society 131 (31), 10814-10815, 2009
Charge mobility of discotic mesophases: A multiscale quantum and classical study
J Kirkpatrick, V Marcon, J Nelson, K Kremer, D Andrienko
Physical review letters 98 (22), 227402, 2007
An approximate method for calculating transfer integrals based on the ZINDO Hamiltonian
J Kirkpatrick
International Journal of Quantum Chemistry 108 (1), 51-56, 2008
De novo structure prediction with deeplearning based scoring
R Evans, J Jumper, J Kirkpatrick, L Sifre, T Green, C Qin, A Zidek, ...
Annu Rev Biochem 77 (363-382), 6, 2018
Understanding structure− mobility relations for perylene tetracarboxydiimide derivatives
V Marcon, DW Breiby, W Pisula, J Dahl, J Kirkpatrick, S Patwardhan, ...
Journal of the American Chemical Society 131 (32), 11426-11432, 2009
Influence of polar medium on the reorganization energy of charge transfer between dyes in a dye sensitized film
V Vaissier, P Barnes, J Kirkpatrick, J Nelson
Physical Chemistry Chemical Physics 15 (13), 4804-4814, 2013
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