Author Correction: Small Molecule Accurate Recognition Technology (SMART) to Enhance Natural Products Research.

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

Small Molecule Accurate Recognition Technology (SMART) to Enhance Natural Products Research.

Various algorithms comparing 2D NMR spectra have been explored for their ability to dereplicate natural products as well as determine molecular structures. However, spectroscopic artefacts, solvent effects, and the interactive effect of functional group(s) on chemical shifts combine to hinder their effectiveness. Here, we leveraged Non-Uniform Sampling (NUS) 2D NMR techniques and deep Convolutional Neural Networks (CNNs) to create a tool, SMART, that can assist in natural products discovery efforts.