基于混合功能的高效力和应力计算,用于具有数千个原子的周期系统
Peize Lin1,2,3, Yuyang Ji4, Lixin He3,4
1Institute of Physics, Chinese Academy of Sciences, Beijing 100190, China.
Journal of chemical theory and computation
|March 20, 2025
概括
我们开发了一种快速的算法,用于计算混合函数计算中的力. 这种方法有效地优化了大型材料结构,提高了诸如矿在应力下的系统的精度.
科学领域:
- 计算化学计算化学
- 材料科学 材料科学 材料科学
- 固态物理 固态物理
背景情况:
- 混合功能对于准确的电子结构计算至关重要.
- 评估精确交换的能量贡献,特别是力和应力,在计算上要求很高.
- 对于大规模的材料模拟,需要有效的算法.
研究的目的:
- 提出一个高效的线性缩放算法,用于从精确交换能量的分析力和应力评估.
- 使用混合功能,使大型材料系统的精确结构放松成为可能.
- 为了对算法的性能进行基准测试并证明其实用性.
主要方法:
- 在数值原子轨道 (NAO) 基础集中的配方.
- 使用局部化身份解析 (LRI) 技术用于库伦积分.
- 在线缩放行为中利用扩张系数的稀疏性.
- 对大规模计算进行大规模并行实现.
主要成果:
- 实现了对精确交换力和应力评估的线性缩放计算成本.
- 证明了成千上万个原子的散装材料的高效结构松.
- 通过基准计算和案例研究验证了算法的性能.
- 展示了在应力下对矿材料的混合函数的改进精度.
结论:
- 开发的算法为混合功能计算提供了显著的加速.
- 它可以准确有效地优化大型和复杂的材料系统的结构.
- 该方法增强了对材料性质的理解,例如压力下的矿中孤独对的行为.
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