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physics.chem-ph2018
Rapid Prediction of Electron-Ionization Mass Spectrometry using Neural Networks
Jennifer N. Wei, David Belanger, Ryan P. Adams +1
When confronted with a substance of unknown identity, researchers often perform mass spectrometry on the sample and compare the observed spectrum to a library of previously-collect…
physics.chem-ph2016
Neural networks for the prediction organic chemistry reactions
Jennifer N. Wei, David Duvenaud, Alán Aspuru-Guzik
Reaction prediction remains one of the major challenges for organic chemistry, and is a pre-requisite for efficient synthetic planning. It is desirable to develop algorithms that,…