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Reducing the Cost of Neural Network Potential Generation for Reactive Molecular Systems

[Image: see text] Although machine learning potentials have recently had a substantial impact on molecular simulations, the construction of a robust training set can still become a limiting factor, especially due to the requirement of a reference ab initio simulation that covers all the relevant geo...

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Detalles Bibliográficos
Autores principales: Brezina, Krystof, Beck, Hubert, Marsalek, Ondrej
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10569056/
https://www.ncbi.nlm.nih.gov/pubmed/37747971
http://dx.doi.org/10.1021/acs.jctc.3c00391