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[1] Kusaba, M., Liu, C., & Yoshida, R. (2022). Crystal structure prediction with machine learning-based element substitution. Computational Materials Science, 211, 111496. https:\/\/doi.org\/10.1016\/j.commatsci.2022.111496<\/a>.<\/p>\n\n\n\n

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[2] Kusaba, M., Hayashi, Y., Liu, C., Wakiuchi, A., & Yoshida, R. (2023). Representation of materials by kernel mean embedding. Physical Review B, 108(13), 134107. https:\/\/doi.org\/10.1103\/PhysRevB.108.134107<\/a>.<\/p>\n\n\n\n

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[3] Arellano, F. J., Kusaba, M., Wu, S., Yoshida, R., Donk\u00f3, Z., Hartmann, P., … & Hamaguchi, S. (2024). Machine learning-based prediction of the electron energy distribution function and electron density of argon plasma from the optical emission spectra. Journal of Vacuum Science & Technology A, 42(5). https:\/\/doi.org\/10.1116\/6.0003731<\/a>.<\/p>\n","protected":false},"author":13,"featured_media":3194,"menu_order":0,"template":"","meta":{"_acf_changed":false,"footnotes":""},"ppma_author":[351],"class_list":["post-8437","news","type-news","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/unit.nifs.ac.jp\/research\/wp-json\/wp\/v2\/news\/8437","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/unit.nifs.ac.jp\/research\/wp-json\/wp\/v2\/news"}],"about":[{"href":"https:\/\/unit.nifs.ac.jp\/research\/wp-json\/wp\/v2\/types\/news"}],"author":[{"embeddable":true,"href":"https:\/\/unit.nifs.ac.jp\/research\/wp-json\/wp\/v2\/users\/13"}],"version-history":[{"count":26,"href":"https:\/\/unit.nifs.ac.jp\/research\/wp-json\/wp\/v2\/news\/8437\/revisions"}],"predecessor-version":[{"id":11148,"href":"https:\/\/unit.nifs.ac.jp\/research\/wp-json\/wp\/v2\/news\/8437\/revisions\/11148"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/unit.nifs.ac.jp\/research\/wp-json\/wp\/v2\/media\/3194"}],"wp:attachment":[{"href":"https:\/\/unit.nifs.ac.jp\/research\/wp-json\/wp\/v2\/media?parent=8437"}],"wp:term":[{"taxonomy":"author","embeddable":true,"href":"https:\/\/unit.nifs.ac.jp\/research\/wp-json\/wp\/v2\/ppma_author?post=8437"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}