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Unsupervised Machine Learning Neural Gas Algorithm for Accurate Evaluations of the Hessian Matrix in Molecular Dynamics

[Image: see text] The Hessian matrix of the potential energy of molecular systems is employed not only in geometry optimizations or high-order molecular dynamics integrators but also in many other molecular procedures, such as instantaneous normal mode analysis, force field construction, instanton c...

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Detalles Bibliográficos
Autores principales: Gandolfi, Michele, Ceotto, Michele
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2021
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8582248/
https://www.ncbi.nlm.nih.gov/pubmed/34705463
http://dx.doi.org/10.1021/acs.jctc.1c00707