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Producing chemically accurate atomic Gaussian process regression models by active learning for molecular simulation

Machine learning is becoming increasingly more important in the field of force field development. Never has it been more vital to have chemically accurate machine learning potentials because force fields become more sophisticated and their applications expand. In this study a method for developing c...

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Detalles Bibliográficos
Autores principales: Burn, Matthew J., Popelier, Paul L. A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9828508/
https://www.ncbi.nlm.nih.gov/pubmed/36165338
http://dx.doi.org/10.1002/jcc.27006