Predicting scalar coupling constants by graph angle-attention neural network

Abstract Scalar coupling constant (SCC), directly measured by nuclear magnetic resonance (NMR) spectroscopy, is a key parameter for molecular structure analysis, and widely used to predict unknown molecular structure. Restricted by the high cost of NMR experiments, it is impossible to measure the SC...

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Bibliographic Details
Main Authors: Jia Fang, Linyuan Hu, Jianfeng Dong, Haowei Li, Hui Wang, Huafen Zhao, Yao Zhang, Min Liu
Format: Article
Language:English
Published: Nature Publishing Group 2021-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-97146-1