Structures of sodium aluminophosphate glasses from molecular dynamics simulations and experimental validation

Abstract Modeling phosphate glasses presents significant challenges due to their intermediate‐range structural complexity. This study focuses on developing a classical potential to model sodium aluminophosphate glasses, incorporating a three‐body term to the existing effective two body potentials using molecular dynamics (MD) simulations with improved structural accuracy. The three‐body term parameters were initially parameterized by fitting to density functional theory (DFT)‐relaxed crystalline phosphates and subsequently refined by modeling binary and ternary phosphate glasses. The potential's performance was assessed by modeling six ternary sodium aluminophosphate glasses, three of which were prepared and characterized experimentally. Computational results were validated against Raman spectroscopy and 27 Al and 31 P magic‐angle spinning (MAS) NMR experimental data and compared to those from previous studies. Incorporating the three‐body potential was found to notably improved the Al coordination number, aligning more closely with NMR results, although there is still a gap between computational and experimental results, specifically for P‐rich glasses. Additionally, the three‐body term enhanced the regulation of intertetrahedral bond angles toward experimental values, with additional improvements in bond distances and Q n distribution. These findings demonstrate the capability of MD simulations in elucidating the complex atomic level structures of phosphate glasses. The results provided insinghts on the short and medium range structures of these glasses and highlight the importance of three‐body interactions in modeling phosphate and aluminophosphate glasses.

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Publication Details

Journal
Journal of the American Ceramic Society
Published
2025-10-23
DOI
https://doi.org/10.1111/jace.70324
Citations
1
Primary Topic
Glass properties and applications
Type
article
Field-Weighted Citation Impact
0.73
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article

Structures of sodium aluminophosphate glasses from molecular dynamics simulations and experimental validation

Federica Lodesani, Jincheng Du, Masari Watanabe, Navid Marchin et al.
1 citations
Journal of the American Ceramic Society
Glass properties and applications
0.73
article

Structures of sodium aluminophosphate glasses from molecular dynamics simulations and experimental validation

Federica Lodesani, Jincheng Du, Masari Watanabe, Navid Marchin, Shingo Urata, Taro Kobayashi
article en
1 citations

Abstract

Abstract Modeling phosphate glasses presents significant challenges due to their intermediate‐range structural complexity. This study focuses on developing a classical potential to model sodium aluminophosphate glasses, incorporating a three‐body term to the existing effective two body potentials using molecular dynamics (MD) simulations with improved structural accuracy. The three‐body term parameters were initially parameterized by fitting to density functional theory (DFT)‐relaxed crystalline phosphates and subsequently refined by modeling binary and ternary phosphate glasses. The potential's performance was assessed by modeling six ternary sodium aluminophosphate glasses, three of which were prepared and characterized experimentally. Computational results were validated against Raman spectroscopy and 27 Al and 31 P magic‐angle spinning (MAS) NMR experimental data and compared to those from previous studies. Incorporating the three‐body potential was found to notably improved the Al coordination number, aligning more closely with NMR results, although there is still a gap between computational and experimental results, specifically for P‐rich glasses. Additionally, the three‐body term enhanced the regulation of intertetrahedral bond angles toward experimental values, with additional improvements in bond distances and Q n distribution. These findings demonstrate the capability of MD simulations in elucidating the complex atomic level structures of phosphate glasses. The results provided insinghts on the short and medium range structures of these glasses and highlight the importance of three‐body interactions in modeling phosphate and aluminophosphate glasses.

Journal of the American Ceramic SocietyVol. 109(1)
University of North Texas (US)
Openalex Percentile: Top 29%
Glass properties and applications
0.73
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