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Δ(2) machine learning for reaction property prediction

The emergence of Δ-learning models, whereby machine learning (ML) is used to predict a correction to a low-level energy calculation, provides a versatile route to accelerate high-level energy evaluations at a given geometry. However, Δ-learning models are inapplicable to reaction properties like hea...

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Detalles Bibliográficos
Autores principales: Zhao, Qiyuan, Anstine, Dylan M., Isayev, Olexandr, Savoie, Brett M.
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/PMC10686042/
https://www.ncbi.nlm.nih.gov/pubmed/38033903
http://dx.doi.org/10.1039/d3sc02408c