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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...
Autores principales: | Kusaba, Minoru, Liu, Chang, Koyama, Yukinori, Terakura, Kiyoyuki, Yoshida, Ryo |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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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 |
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