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2019.04.23
Data-driven analysis of electron relaxation times in PbTe-type thermoelectric materials Yukari Katsura, Masaya Kumagai, Takushi Kodani, Mitsunori Kaneshige, Yuki Ando, Sakiko Gunji, Yoji Imai, Hideyasu Ouchi, Kazuki Tobita, Kaoru Kimura and Koji Tsuda  Science and Technology of Advanced Materials
2019.04.10
Element-specific soft x-ray spectroscopy, scattering, and imaging studies of the skyrmion-hosting compound Co8Zn8Mn4 V. Ukleev, Y. Yamasaki, D. Morikawa, K. Karube, K. Shibata, Y. Tokunaga, Y. Okamura, K. Amemiya, M. Valvidares, H. Nakao, Y. Taguchi, Y. Tokura and T. Arima Phys. Rev. B 99, 144408
2019.03.19
2019.03.18
Machine-Learning-Assisted Development and Theoretical Consideration for the Al2Fe3Si3 Thermoelectric Material Zhufeng Hou, Yoshiki Takagiwa, Yoshikazu Shinohara, Yibin Xu and Koji Tsuda ACS Appl. Mater. Interfaces 2019, 11, 12, 11545-11554
2019.03.10
特集「データ駆動科学による表面・真空科学研究の新展開」に寄せて 渡邊聡 表面と真空 / 62 巻 (2019) 3 号p. 121
2019.03.10
パーシステントホモロジーを用いた迷路状磁区構造におけるトポロジカル欠陥の可視化 山田 拓洋, 鈴木 雄太, 三俣 千春, 小野 寛太, 上野 哲朗, 大林 一平, 平岡 裕章, 小嗣 真人 表面と真空2019年62巻3号p.153-160
2019.03.08
Efficient construction method for phase diagrams using uncertainty sampling Kei Terayama, Ryo Tamura, Yoshitaro Nose, Hidenori Hiramatsu, Hideo Hosono, Yasushi Okuno and Koji Tsuda Phys. Rev. Materials 3, 033802 
2019.03.07
Machine Learning Forces Trained by Gaussian Process in Liquid States: Transferability to Temperature and Pressure Ryo Tamura, Jianbo Lin and Tsuyoshi Miyazaki J. Phys. Soc. Jpn. 88, 044601 (2019) [10 Pages]
2019.03.05
2019.02.26
One-dimensionally extended oxygen vacancy states in perovskite oxides Naoki Tsunoda, Yu Kumagai, Masahiko Araki and Fumiyasu Oba Phys. Rev. B 99, 060103(R) 
2019.02.20
リチウムイオン電池 Solid Electrolyte Interphase (SEI) に関する第一原理計算研究 館山 佳尚 Journal of Computer Chemistry, Japan 2019 年 18 巻 1 号 p. 18-28
2019.02.06
Finding a junction partner for candidate solar cell absorbers enargite and bournonite from electronic band and lattice matching Suzanne K. Wallace, Keith T. Butler, Yoyo Hinuma and Aron Walsh  J. Appl. Phys. 125, 055703 (2019)
2019.01.29
Ultrahigh-pressure form of SiO2 glass with dense pyrite-type crystalline homology M. Murakami, S. Kohara, N. Kitamura, J. Akola, H. Inoue, A. Hirata, Y. Hiraoka, Y. Onodera, I. Obayashi, J. Kalikka, N. Hirao, T. Musso, A. S. Foster, Y. Idemoto, O. Sakata and Y. Ohishi Phys. Rev. B 99, 045153
2019.01.22
Ultranarrow-Band Wavelength-Selective Thermal Emission with Aperiodic Multilayered Metamaterials Designed by Bayesian Optimization Atsushi Sakurai, Kyohei Yada, Tetsushi Simomura, Shenghong Ju, Makoto Kashiwagi, Hideyuki Okada, Tadaaki Nagao, Koji Tsuda and Junichiro Shiomi ;ACS Cent. Sci., 2019, 5 (2), pp 319-326
2019.01.22
Ultranarrow-Band Wavelength-Selective Thermal Emission with Aperiodic Multilayered Metamaterials Designed by Bayesian Optimization Atsushi Sakurai, Kyohei Yada, Tetsushi Simomura, Shenghong Ju, Makoto Kashiwagi, Hideyuki Okada, Tadaaki Nagao, Koji Tsuda and Junichiro Shiomi ;ACS Cent. Sci., 2019, 5 (2), pp 319-326
2019.01.05
2019.01.04
Creating Machine Learning-Driven Material Recipes Based on Crystal Structure Keisuke Takahashi and  Lauren Takahashi J. Phys. Chem. Lett., 2019, 10 (2), pp 283–288

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