Direct minimization on the complex Stiefel manifold in Kohn-Sham density functional theory for finite and extended systems

IF 7.2 2区 物理与天体物理 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Kai Luo , Tingguang Wang , Xinguo Ren
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引用次数: 0

Abstract

Direct minimization method on the complex Stiefel manifold in Kohn-Sham density functional theory is formulated to treat both finite and extended systems in a unified manner. This formulation is well-suited for scenarios where straightforward iterative diagonalization becomes challenging, especially when the Aufbau principle is not applicable. We present the theoretical foundation and numerical implementation of the Riemannian conjugate gradient (RCG) within a localized non-orthogonal basis set. Riemannian Broyden-Fletcher-Goldfarb-Shanno (RBFGS) method is tentatively implemented. Extensive testing compares the performance of the proposed methods and highlights that the quasi-Newton method is more efficient. However, for extended systems, the computational time required grows rapidly with respect to the number of k-points.
有限和扩展系统的Kohn-Sham密度泛函理论中复Stiefel流形的直接极小化
提出了Kohn-Sham密度泛函理论中复Stiefel流形的直接极小化方法,以统一的方式处理有限系统和扩展系统。这个公式非常适合于直接迭代对角化变得具有挑战性的场景,特别是当Aufbau原则不适用时。给出了局域非正交基集中黎曼共轭梯度(RCG)的理论基础和数值实现。初步实现了riemanian Broyden-Fletcher-Goldfarb-Shanno (RBFGS)方法。大量的测试比较了所提出方法的性能,并强调准牛顿方法更有效。然而,对于扩展系统,所需的计算时间相对于k点的数量迅速增长。
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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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