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Minoru Kusaba
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Crystal structure prediction with machine learning-based element substitution
M Kusaba, C Liu, R Yoshida
Computational Materials Science 211, 111496, 2022
322022
Recreation of the periodic table with an unsupervised machine learning algorithm
M Kusaba, C Liu, Y Koyama, K Terakura, R Yoshida
Scientific reports 11 (1), 4780, 2021
142021
Representation of materials by kernel mean embedding
M Kusaba, Y Hayashi, C Liu, A Wakiuchi, R Yoshida
Physical Review B 108 (13), 134107, 2023
22023
Shotgun crystal structure prediction using machine-learned formation energies
C Liu, H Tamaki, T Yokoyama, K Wakasugi, S Yotsuhashi, M Kusaba, ...
arXiv preprint arXiv:2305.02158, 2023
22023
Machine learning-based prediction of the electron energy distribution function and electron density of argon plasma from the optical emission spectra
FJ Arellano, M Kusaba, S Wu, R Yoshida, Z Donkó, P Hartmann, ...
Journal of Vacuum Science & Technology A 42 (5), 2024
2024
GEC Student Excellence Award Finalist Presentation-Machine-learning-based prediction of plasma characteristics from optical emission spectra
FJ Arellano, M Gyulai, Z Donkó, P Hartmann, T Tsankov, M Kusaba, S Wu, ...
APS Annual Gaseous Electronics Meeting Abstracts, DT1. 002, 2023
2023
Machine Learning for Chemical Elements and Crystal Structures
M Kusaba
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