Taking a Better Look at Data to Predict Exceptional Materials


2021-3-15

JPS Hot Topics 1, 014

https://doi.org/10.7566/JPSHT.1.014

© The Physical Society of Japan

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Maximum Separated Distribution with High Interpretability Found Using an Exhaustive Search Method —Application to Magnetocrystalline Anisotropy of Fe/Co Films—

Hiori Kino, Kohji Nakamura, Koji Hukushima, Takashi Miyake, Dam Hieu Chi
J. Phys. Soc. Jpn. 89, 064802 (2020) .

Instead of regression, the evaluation values to measure the degree of separation of the distributions of the target variable were studied and applied to the magneto crystallineanisotropy of Co/Fe films.


JPSHT-1-014_1200.jpg
Maximum Separated Distribution with High Interpretability Found Using an Exhaustive Search Method —Application to Magnetocrystalline Anisotropy of Fe/Co Films—

Hiori Kino, Kohji Nakamura, Koji Hukushima, Takashi Miyake, Dam Hieu Chi
J. Phys. Soc. Jpn. 89, 064802 (2020) .

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