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Machine Learning Full NMR Chemical Shift Tensors of Silicon Oxides with Equivariant Graph Neural Networks

[Image: see text] The nuclear magnetic resonance (NMR) chemical shift tensor is a highly sensitive probe of the electronic structure of an atom and furthermore its local structure. Recently, machine learning has been applied to NMR in the prediction of isotropic chemical shifts from a structure. Cur...

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Detalles Bibliográficos
Autores principales: Venetos, Maxwell C., Wen, Mingjian, Persson, Kristin A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10026072/
https://www.ncbi.nlm.nih.gov/pubmed/36862997
http://dx.doi.org/10.1021/acs.jpca.2c07530