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Rapid prediction of full spin systems using uncertainty-aware machine learning

Accurate simulation of solution NMR spectra requires knowledge of all chemical shift and scalar coupling parameters, traditionally accomplished by heuristic-based techniques or ab initio computational chemistry methods. Here we present a novel machine learning technique which combines uncertainty-aw...

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Detalles Bibliográficos
Autores principales: Williams, Jake, Jonas, Eric
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society of Chemistry 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10566464/
https://www.ncbi.nlm.nih.gov/pubmed/37829025
http://dx.doi.org/10.1039/d3sc01930f

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