論文雑誌「Advanced Materials」のカバーピクチャーを制作しました［統計数理研究所］
弊社で制作しました統計数理研究所 吉田亮先生のカバーアートが、
Wiley社が発行する学術雑誌Advanced Materials 2021年9月号に選ばれました。
Client
統計数理研究所
吉田亮先生
吉田亮先生
Journal
Advanced Materials
September 7, 2021, Volume 33, Issue 36 Link
September 7, 2021, Volume 33, Issue 36 Link
Machine Learning to Predict Quasicrystals from Chemical Compositions (Adv. Mater. 36/2021)
Chang Liu, Erina Fujita, Yukari Katsura, Yuki Inada, Asuka Ishikawa, Ryuji Tamura, Kaoru Kimura, Ryo Yoshida
Quasicrystals
Chang Liu, Erina Fujita, Yukari Katsura, Yuki Inada, Asuka Ishikawa, Ryuji Tamura, Kaoru Kimura, Ryo Yoshida
Quasicrystals
In article number 2102507, Kaoru Kimura, Ryo Yoshida, and co-workers demonstrate that machine-learning algorithms can predict the chemical composition of new quasicrystals. Furthermore, analyzing the input–output relationships black-boxed into the machine-learning model, they successfully identify nontrivial empirical equations interpretable by humans that describe the conditions necessary for stable quasicrystal formation. This is the first step toward understanding the formation mechanism of quasicrystals, which has been long sought in quasicrystal research.
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