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Journal Articles

Machine learning molecular dynamics reveals the structural origin of the first sharp diffraction peak in high-density silica glasses

Kobayashi, Keita; Okumura, Masahiko; Nakamura, Hiroki; Itakura, Mitsuhiro; Machida, Masahiko; Urata, Shingo*; Suzuya, Kentaro

Scientific Reports (Internet), 13, p.18721_1 - 18721_12, 2023/11

 Times Cited Count:1 Percentile:45.8(Multidisciplinary Sciences)

The first sharp peak diffraction peak (FSDP) in the structure factor of amorphous materials is thought to reflect the medium-range order structure in amorphous materials, and the structural origin of the FSDP has been a subject of ongoing debate. In this study, we employed machine learning molecular dynamics (MLMD) with nearly first-principles calculation accuracy to investigate the structural origin of the FSDP in high-density silica glass. First, we successfully reproduced various experimental data of high-density silica glass using MLMD. Furthermore, we revealed that the development (or reduction) of the FSDP in high-density silica glass is characterized by the deformation behavior of ring structures in Si-O covalent bond networks under compression.

Journal Articles

Intermediate-range order in vitreous SiO$$_{2}$$ and GeO$$_{2}$$

Kohara, Shinji*; Suzuya, Kentaro

Journal of Physics; Condensed Matter, 17(5), p.S77 - S86, 2005/02

 Times Cited Count:84 Percentile:90.98(Physics, Condensed Matter)

The total structure factors, S(Q), obtained from high-energy X-ray and neutron diffraction measurements on vitreous SiO$$_{2}$$ (v-SiO$$_{2}$$) and vitreous GeO$$_{2}$$ (v-GeO$$_{2}$$) have been analysed by the reverse Monte Carlo (RMC) modelling technique to generate a three-dimensional structural model. The bond angle distributions and the ring size distributions from the model indicated that the sixfold ring and six- and sevenfold rings are dominant in v-SiO$$_{2}$$ and v-GeO$$_{2}$$, respectively. However, the fraction of threefold rings of Ge in v-GeO$$_{2}$$ is larger than that of Si in v-SiO$$_{2}$$ glass. These features are consistent with the published neutron diffraction and Raman scattering studies.

Journal Articles

High energy X-ray study on the structure of vitreous B$$_{2}$$O$$_{3}$$

Yoneda, Yasuhiro*; Kohara, Shinji*; Suzuya, Kentaro; Umesaki, Norimasa*

Physics and Chemistry of Glasses, 41(5), p.282 - 285, 2000/10

no abstracts in English

Journal Articles

The Structure of magnesium phosphate glasses

Suzuya, Kentaro; D.L.Price*; C.-K.Loong*; Kohara, Shinji*

Journal of Physics and Chemistry of Solids, 60(8-9), p.1457 - 1460, 1999/00

 Times Cited Count:26 Percentile:76.8(Chemistry, Multidisciplinary)

no abstracts in English

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