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PublicationsNIMS affiliated publications since 2004.
Research papers
- Jianbo Lin, Ryo Tamura, Yasunori Futamura, Tetsuya Sakurai, Tsuyoshi Miyazaki, Yasunori Futamura, Tetsuya Sakurai. Determination of hyper-parameters in the atomic descriptors for efficient and robust molecular dynamics simulations with machine learning forces. Physical Chemistry Chemical Physics. 25 [27] (2023) 17978-17986 10.1039/d3cp01922e
- Ryo Tamura, Momo Matsuda, Jianbo Lin, Yasunori Futamura, Tetsuya Sakurai, Tsuyoshi Miyazaki. Structural analysis based on unsupervised learning: Search for a characteristic low-dimensional space by local structures in atomistic simulations. Physical Review B. 105 [7] (2022) 075107 10.1103/physrevb.105.075107
- W. T. Geng, V. Wang, J. B. Lin, T. Ohno, J. Nara. Angle Dependence of Interlayer Coupling in Twisted Transition Metal Dichalcogenide Heterobilayers. The Journal of Physical Chemistry C. 125 [1] (2021) 1048-1053 10.1021/acs.jpcc.0c09372
Presentations
- LU, Anh Khoa Augustin, LIN, Jianbo, TAMURA, Ryo, 二村 保徳, 櫻井鉄也, MIYAZAKI, Tsuyoshi. Structural properties of silica studied by locally-averaged atomic fingerprints: phase differentiation and applications. 788. WE-Heraeus-Seminar: Beyond Imperfections: New Structure-Property Relationships in Ceramics and Glasses. 2023
- LU, Anh Khoa Augustin, LIN, Jianbo, TAMURA, Ryo, 二村 保徳, 櫻井鉄也, MIYAZAKI, Tsuyoshi. Study of silica using two-step locality preserving projections (TS-LPP). 超秩序構造科学・第５回成果報告会＠名古屋大学. 2023
- TAMURA, Ryo, LIN, Jianbo, Yasunori Futamura, Tetsuya Sakurai, MIYAZAKI, Tsuyoshi. Search for a characteristic low-dimensional space by local structures and dimensionality reduction. WPI-MANA INTERNATIONAL SYMPOSIUM 2022. 2022
Misc
- Ayako Nakata, Jack S. Baker, Shereif Y. Mujahed, Jack T. L. Poulton, Sergiu Arapan, Jianbo Lin, Zamaan Raza, Sushma Yadav, Lionel Truflandier, Tsuyoshi Miyazaki, David R. Bowler. Large scale and linear scaling DFT with the CONQUEST code. The Journal of Chemical Physics. (2020) 164112 10.1063/5.0005074
