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Classifying soft self-assembled materials via unsupervised machine learning of defects

Unlike molecular crystals, soft self-assembled fibers, micelles, vesicles, etc., exhibit a certain order in the arrangement of their constitutive monomers but also high structural dynamicity and variability. Defects and disordered local domains that continuously form-and-repair in their structures i...

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Detalles Bibliográficos
Autores principales: Gardin, Andrea, Perego, Claudio, Doni, Giovanni, Pavan, Giovanni M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9814741/
https://www.ncbi.nlm.nih.gov/pubmed/36697761
http://dx.doi.org/10.1038/s42004-022-00699-z