Dougal Maclaurin

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 et al. · Nature Materials · 2016 · 1.1K citations

Organic Charge-transfer Compound, White Oled, Chemical Engineering +11

Convolutional Networks on Graphs for Learning Molecular Fingerprints

David Duvenaud, Dougal Maclaurin, Jorge Aguilera‐Iparraguirre et al. · arXiv (Cornell University) · 2015 · 905 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +20

All-optical electrophysiology in mammalian neurons using engineered microbial rhodopsins

Daniel R. Hochbaum, Yongxin Zhao, Samouil L. Farhi et al. · Nature Methods · 2014 · 801 citations · Full text

Optical recording of action potentials in mammalian neurons using a microbial rhodopsin

Joel M. Kralj, Adam D. Douglass, Daniel R. Hochbaum et al. · Nature Methods · 2011 · 465 citations · Full text

Optical Recording, Ganglion Cell, Photoreceptor Cell +14

Gradient-based Hyperparameter Optimization through Reversible Learning

Dougal Maclaurin, David Duvenaud, Ryan P. Adams · arXiv (Cornell University) · 2015 · 403 citations · Full text

Artificial Intelligence, Derivatives Backwards, Model Optimization +12