ScaleLat: A chemical structure matching algorithm for mapping atomic structure of multi-phase system and high entropy alloys

IF 7.2 2区 物理与天体物理 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computer Physics Communications Pub Date : 2024-06-08 DOI:10.1016/j.cpc.2024.109265
Nan Li , Haoliang Liu , Sateng Li , Junming Guo , Qianwu Li , Fangjie Shi , Yefei Li , Bing Xiao
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Abstract

ScaleLat (Scale Lattice) is a computer program written in C for performing the atomic structure analysis of multi-phase system or high entropy alloys (HEAs). The program implements an atomic cluster cell extraction algorithm to obtain all symmetry independent characteristic atomic cluster cells for the complex atomic configurations which are usually obtained from molecular dynamics or kinetic Monte-Carlo simulations at nanoscale or mesoscopic scale. ScaleLat implements an efficient and unique chemical structure matching algorithm to match all extracted atomic clusters from a large supercell (>104 atoms) to a representative small one (∼ 103 or less), providing the possibility to directly use the highly accurate quantum mechanical methods to study the electronic, magnetic, and mechanical properties of multi-component alloys for complex microstructures. We demonstrate the capability of ScaleLat code by conducting both the atomic structure matching analysis for Fe-12.8 at.% Cr binary alloy and equiatomic CrFeCoNiCu high entropy alloy, successfully obtaining the representative supercells containing 102∼103 atoms for two systems. The reliability of the proposed chemical structure matching scheme is tested and confirmed by calculating the electronic structures of both examples using trial supercells with various sizes. Overall, ScaleLat program provides a universal platform to efficiently map all essential chemical structures of large complex atomic structures to a relatively easy-handling small supercell for quantum mechanical calculations of various user interested properties.

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ScaleLat:用于绘制多相系统和高熵合金原子结构的化学结构匹配算法
ScaleLat (Scale Lattice) 是一个用 C 语言编写的计算机程序,用于对多相系统或高熵合金 (HEA) 进行原子结构分析。该程序实现了一种原子簇单元提取算法,以获得复杂原子构型的所有对称性无关的特征原子簇单元,这些原子构型通常是从纳米尺度或介观尺度的分子动力学或动力学蒙特卡洛模拟中获得的。ScaleLat 实现了一种高效而独特的化学结构匹配算法,可将从大型超级晶胞(104 个原子)中提取的所有原子簇匹配到具有代表性的小型晶胞(103 个原子或更少)中,从而提供了直接使用高精度量子力学方法研究复杂微结构多组分合金的电子、磁性和机械特性的可能性。我们通过对 Fe-12.8 at.% Cr 二元合金和等原子 CrFeCoNiCu 高熵合金进行原子结构匹配分析,证明了 ScaleLat 代码的能力,并成功获得了两个体系中含有 102∼103 个原子的代表性超级单元。通过使用不同大小的试验超级单元计算这两个实例的电子结构,测试并证实了所提出的化学结构匹配方案的可靠性。总之,ScaleLat 程序提供了一个通用平台,可高效地将大型复杂原子结构的所有基本化学结构映射到相对易于处理的小型超级囚室中,用于计算用户感兴趣的各种性质的量子力学。
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来源期刊
Computer Physics Communications
Computer Physics Communications 物理-计算机:跨学科应用
CiteScore
12.10
自引率
3.20%
发文量
287
审稿时长
5.3 months
期刊介绍: The focus of CPC is on contemporary computational methods and techniques and their implementation, the effectiveness of which will normally be evidenced by the author(s) within the context of a substantive problem in physics. Within this setting CPC publishes two types of paper. Computer Programs in Physics (CPiP) These papers describe significant computer programs to be archived in the CPC Program Library which is held in the Mendeley Data repository. The submitted software must be covered by an approved open source licence. Papers and associated computer programs that address a problem of contemporary interest in physics that cannot be solved by current software are particularly encouraged. Computational Physics Papers (CP) These are research papers in, but are not limited to, the following themes across computational physics and related disciplines. mathematical and numerical methods and algorithms; computational models including those associated with the design, control and analysis of experiments; and algebraic computation. Each will normally include software implementation and performance details. The software implementation should, ideally, be available via GitHub, Zenodo or an institutional repository.In addition, research papers on the impact of advanced computer architecture and special purpose computers on computing in the physical sciences and software topics related to, and of importance in, the physical sciences may be considered.
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