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Reconstructing Kernel-Based Machine Learning Force Fields with Superlinear Convergence

[Image: see text] Kernel machines have sustained continuous progress in the field of quantum chemistry. In particular, they have proven to be successful in the low-data regime of force field reconstruction. This is because many equivariances and invariances due to physical symmetries can be incorpor...

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Detalles Bibliográficos
Autores principales: Blücher, Stefan, Müller, Klaus-Robert, Chmiela, Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10373489/
https://www.ncbi.nlm.nih.gov/pubmed/37156733
http://dx.doi.org/10.1021/acs.jctc.2c01304

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