136 citations · 364 across the 12 of their papers we have counts for
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stat.ML2019
Recreation of the Periodic Table with an Unsupervised Machine Learning Algorithm
Minoru Kusaba, Chang Liu, Yukinori Koyama +2
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…
cond-mat.mtrl-sci2019★ 53 cited
Exploring diamond-like lattice thermal conductivity crystals via feature-based transfer learning
Shenghong Ju, Ryo Yoshida, Chang Liu +3
Ultrahigh lattice thermal conductivity materials hold great importance since they play a critical role in the thermal management of electronic and optical devices. Models using mac…