Concepedia

Design of efficient molecular organic light-emitting diodes by a high-throughput virtual screening and experimental approach

Rafael Gómez‐Bombarelli, Jorge Aguilera‐Iparraguirre, Timothy Hirzel, David Duvenaud, Dougal Maclaurin, Martin A. Blood-Forsythe, Hyun Sik Chae, Markus Einzinger, Dong-Gwang Ha, Tony Wu,

Nature Materials · 2016 · 1.1K citations · 43 references

DOI

Concepts

References

43

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.3K citations

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Rectified Linear Units Improve Restricted Boltzmann Machines

Vinod Nair, Geoffrey E. Hinton · International Conference on Machine Learning · 2010 · 13.2K citations

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Extended-Connectivity Fingerprints

David Rogers, Mathew Hahn · Journal of Chemical Information and Modeling · 2010 · 7.6K citations

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Highly efficient phosphorescent emission from organic electroluminescent devices

Marc A. Baldo, D. F. O’Brien, Yujian You et al. · Nature · 1998 · 7.2K citations

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Practical Bayesian Optimization of Machine Learning Algorithms

Jasper Snoek, Hugo Larochelle, Ryan P. Adams · arXiv (Cornell University) · 2012 · 5.7K citations · Full text

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