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Predicting molecular structure from sparse NMR data, proof-of-concept using a graph neural network

Ben Honoré, Calvin Yiu, Jose Napolitano, Dave Russell, Iuni Margaret Laura Trist, Ruth Dooley, Craig Philip Butts

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Source: Crossref

Published: Jan 1, 2026

DOI: 10.1039/d6dd00189k

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Source abstract

We demonstrate that graph-based neural networks are capable of molecular structure elucidation of organic molecules directly from experimentally measurable NMR spectroscopic properties. Such a system is a holy grail for...

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