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Recreation of the periodic table with an unsupervised machine learning algorithm

In 1869, the first draft of the periodic table was published by Russian chemist Dmitri Mendeleev. In terms of data science, his achievement can be viewed as a successful example of feature embedding based on human cognition: chemical properties of all known elements at that time were compressed onto...

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Detalles Bibliográficos
Autores principales: Kusaba, Minoru, Liu, Chang, Koyama, Yukinori, Terakura, Kiyoyuki, Yoshida, Ryo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7910619/
https://www.ncbi.nlm.nih.gov/pubmed/33637773
http://dx.doi.org/10.1038/s41598-021-81850-z