A structural signature linking local atomic packing to holistic structure in metallic glasses

Abstract The disordered atomic arrangement of amorphous materials presents fundamental challenges to structural characterization. Similar to how elemental crystals offer basic structure templates for the understanding of crystal lattices, the structure signatures of elemental metallic glasses might also offer insights on how atoms are packed in amorphous systems. Here, we created an elemental metallic glasses database containing 51 elements via ab initio molecular dynamics simulations. By analyzing their structures through various descriptors, we discovered an unexpected correlation between the local 5-fold symmetry and the second peak width in radial distribution function. The correlation, offering a universal structural signature linking local atomic packing to holistic amorphous structure, was found to originate from the bimodal distribution of interatomic distances in the second coordination shell. Guided by this correlation, we successfully prepared Re elemental metallic glass using conventional magnetron sputtering deposition. The structural signature revealed by the elemental metallic glasses will shed new light on the understanding of glassy structure and behaviors.

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Publication Details

Journal
npj Computational Materials
Published
2026-04-25
DOI
https://doi.org/10.1038/s41524-026-02100-2
Primary Topic
Metallic Glasses and Amorphous Alloys
Type
article
Field-Weighted Citation Impact
0.00

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article

A structural signature linking local atomic packing to holistic structure in metallic glasses

Maozhi Li, Fucheng Li, Weihua Wang, Yanhui Liu et al.
npj Computational Materials
Metallic Glasses and Amorphous Alloys
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A structural signature linking local atomic packing to holistic structure in metallic glasses

Maozhi Li, Fucheng Li, Weihua Wang, Yanhui Liu, Mingxing Li, Chao Wang, Yitao Sun
article en

Abstract

Abstract The disordered atomic arrangement of amorphous materials presents fundamental challenges to structural characterization. Similar to how elemental crystals offer basic structure templates for the understanding of crystal lattices, the structure signatures of elemental metallic glasses might also offer insights on how atoms are packed in amorphous systems. Here, we created an elemental metallic glasses database containing 51 elements via ab initio molecular dynamics simulations. By analyzing their structures through various descriptors, we discovered an unexpected correlation between the local 5-fold symmetry and the second peak width in radial distribution function. The correlation, offering a universal structural signature linking local atomic packing to holistic amorphous structure, was found to originate from the bimodal distribution of interatomic distances in the second coordination shell. Guided by this correlation, we successfully prepared Re elemental metallic glass using conventional magnetron sputtering deposition. The structural signature revealed by the elemental metallic glasses will shed new light on the understanding of glassy structure and behaviors.

npj Computational Materials
Institute of Physics (CN), University of Chinese Academy of Sciences (CN), Renmin University of China (CN)
National Natural Science Foundation of China
Sustainable cities and communities
Openalex Percentile: Top 15%
Metallic Glasses and Amorphous Alloys
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