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通过机器学习原子模拟研究压缩钪中的压力调谐不可公度性和客体结构转变

Pressure tuned incommensurability and guest structure transition in compressed scandium from machine learning atomic simulation.

作者信息

Zhu Sheng-Cai, Huang Zhen-Bo, Hu Qingyang, Xu Liang

机构信息

School of Materials, Shenzhen Campus of Sun Yat-sen University, Shenzhen 518107, China.

Center for High Pressure Science and Technology Advanced Research, Beijing 100094, P. R. China.

出版信息

Phys Chem Chem Phys. 2022 Mar 16;24(11):7007-7013. doi: 10.1039/d1cp05803g.

DOI:10.1039/d1cp05803g
PMID:35254347
Abstract

Scandium (Sc) is the lightest non-main-group element and transforms to a host-guest (H-G) incommensurate structure under gigapascal (GPa) pressures. While the host structure is stable over a wide pressure range, the guest structure may exist in multiple forms, featuring different incommensurate ratios, and mixing up to generate long-range "disordered" guest structures. Here, we employed the recently developed global neural network (g-NN) potential and the stochastic surface walking (SSW) global optimization algorithm to explore the global potential energy surface of Sc under various pressures. We probe the global minima structure in a system made of hundreds of atoms and revealed that the solid-phase transition between Sc-I and H-G Sc-II phases is fully reconstructive in nature. Above 62.5 GPa, the pressure will further destabilize the face-centered tetragonal (fct, Sc-IIa) guest structure to a body-centered tetragonal phase (bct, Sc-IIb), while sustaining the host structure. The structural transition mechanism of this work will shed light on the nature of the complex H-G structural modifications in compressed metals.

摘要

钪(Sc)是最轻的非主族元素,在吉帕斯卡(GPa)压力下会转变为一种主客体(H-G)非 commensurate 结构。虽然主体结构在很宽的压力范围内是稳定的,但客体结构可能以多种形式存在,具有不同的非 commensurate 比率,并混合形成长程“无序”的客体结构。在这里,我们采用了最近开发的全局神经网络(g-NN)势和随机表面行走(SSW)全局优化算法,来探索不同压力下 Sc 的全局势能面。我们在由数百个原子组成的系统中探测全局极小值结构,并揭示了 Sc-I 和 H-G Sc-II 相之间的固相转变本质上是完全重构的。在 62.5 GPa 以上,压力会进一步使面心四方(fct,Sc-IIa)客体结构不稳定,转变为体心四方相(bct,Sc-IIb),同时保持主体结构。这项工作的结构转变机制将有助于揭示压缩金属中复杂的 H-G 结构修饰的本质。

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