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Machine learning based energy-free structure predictions of molecules, transition states, and solids

The computational prediction of atomistic structure is a long-standing problem in physics, chemistry, materials, and biology. Conventionally, force-fields or ab initio methods determine structure through energy minimization, which is either approximate or computationally demanding. This accuracy/cos...

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Detalles Bibliográficos
Autores principales: Lemm, Dominik, von Rudorff, Guido Falk, von Lilienfeld, O. Anatole
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8298673/
https://www.ncbi.nlm.nih.gov/pubmed/34294693
http://dx.doi.org/10.1038/s41467-021-24525-7