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Implicitly perturbed Hamiltonian as a class of versatile and general-purpose molecular representations for machine learning

Unraveling challenging problems by machine learning has recently become a hot topic in many scientific disciplines. For developing rigorous machine-learning models to study problems of interest in molecular sciences, translating molecular structures to quantitative representations as suitable machin...

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Detalles Bibliográficos
Autores principales: Alibakhshi, Amin, Hartke, Bernd
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8913769/
https://www.ncbi.nlm.nih.gov/pubmed/35273170
http://dx.doi.org/10.1038/s41467-022-28912-6