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MolE8: finding DFT potential energy surface minima values from force-field optimised organic molecules with new machine learning representations

The use of machine learning techniques in computational chemistry has gained significant momentum since large molecular databases are now readily available. Predictions of molecular properties using machine learning have advantages over the traditional quantum mechanics calculations because they can...

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Detalles Bibliográficos
Autores principales: Lee, Sanha, Ermanis, Kristaps, Goodman, Jonathan M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society of Chemistry 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9214916/
https://www.ncbi.nlm.nih.gov/pubmed/35799803
http://dx.doi.org/10.1039/d1sc06324c