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NIMS一般公開2024

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論文 TSV

2024
  1. Anh Khoa Augustin Lu, Jianbo Lin, Yasunori Futamura, Tetsuya Sakurai, Ryo Tamura, Tsuyoshi Miyazaki. Extraction of local structure differences in silica based on unsupervised learning. Physical Chemistry Chemical Physics. 26 [15] (2024) 11657-11666 10.1039/d3cp06298h Open Access

書籍 TSV

会議録 TSV

口頭発表 TSV

2024
  1. LU, Anh Khoa Augustin, LIN, Jianbo, TAMURA, Ryo, 二村 保徳, 櫻井鉄也, MIYAZAKI, Tsuyoshi. Study of the structure of silica using locally averaged atomic fingerprints and two-step locality-preserving projections. The Physical Society of Japan 2024 Spring Meeting 日本物理学会2024年春季大会. 2024
  2. LU, Anh Khoa Augustin, LIN, Jianbo, TAMURA, Ryo, 二村 保徳, 櫻井鉄也, MIYAZAKI, Tsuyoshi. Study of the pressure effects on silica glass with unsupervised learning. 第7回報告会@岡山大学. 2024
2023
  1. LU, Anh Khoa Augustin, LIN, Jianbo, TAMURA, Ryo, 二村 保徳, 櫻井鉄也, MIYAZAKI, Tsuyoshi. Investigating the structure of silica with locally averaged atomic fingerprints and a novel dimensionality reduction method . 第17回物性科学領域横断研究会. 2023
  2. LU, Anh Khoa Augustin, LIN, Jianbo, TAMURA, Ryo, 二村 保徳, 櫻井鉄也, MIYAZAKI, Tsuyoshi. Investigating the structural changes in silica with unsupervised learning . 超秩序構造科学第6回報告会. 2023
  3. LU, Anh Khoa Augustin, LIN, Jianbo, TAMURA, Ryo, 二村 保徳, 櫻井鉄也, MIYAZAKI, Tsuyoshi. Silica phase differentiation via locally averaged atomic fingerprints and unsupervised learning. MANA International Symposium 2023. 2023
  4. LU, Anh Khoa Augustin, LIN, Jianbo, TAMURA, Ryo, 二村 保徳, 櫻井鉄也, MIYAZAKI, Tsuyoshi. Exploring the structure of silica with unsupervised learning and locally averaged atomic fingerprints. International conference on complex orders in condensed matter: aperiodic order, local order, electronic order, hidden order. 2023
  5. 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
  6. 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
2022
  1. 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
  2. LU, Anh Khoa Augustin, LIN, Jianbo, TAMURA, Ryo, 二村 保徳, 櫻井鉄也, MIYAZAKI, Tsuyoshi. Phase differentiation in silica using two-step locality preserving projections (TS-LPP). 第4回報告会(物質・材料研究機構)学術変革領域研究(A) 超秩序構造が創造する物性科学. 2022
  3. LU, Anh Khoa Augustin, LIN, Jianbo, TAMURA, Ryo, 二村 保徳, 櫻井鉄也, MIYAZAKI, Tsuyoshi. A classification of the phases of silica using unsupervised machine learning. 超秩序構造科学 第3回成果報告会. 2022
2019
  1. LIN, Jianbo, RAZA, Zamaan, BOWLER, David, MIYAZAKI, Tsuyoshi. Linear-scaling ab initio molecular dynamics study of complex structure of materials with the CONQUEST code. The 10th International Conference of the Asian Consortium on Computational Materials Science (ACCMS-10). 2019 招待講演

その他の文献 TSV

2020
  1. 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

公開特許出願 TSV

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