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Finding defects in glasses through machine learning

Structural defects control the kinetic, thermodynamic and mechanical properties of glasses. For instance, rare quantum tunneling two-level systems (TLS) govern the physics of glasses at very low temperature. Due to their extremely low density, it is very hard to directly identify them in computer si...

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Detalles Bibliográficos
Autores principales: Ciarella, Simone, Khomenko, Dmytro, Berthier, Ludovic, Mocanu, Felix C., Reichman, David R., Scalliet, Camille, Zamponi, Francesco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10349890/
https://www.ncbi.nlm.nih.gov/pubmed/37454138
http://dx.doi.org/10.1038/s41467-023-39948-7