Random Green's Function Method for Large-Scale Electronic Structure Calculation
2024-04-01
发表期刊CHINESE PHYSICS LETTERS (IF:3.5[JCR-2023],2.1[5-Year])
ISSN0256-307X
EISSN1741-3540
卷号41期号:5
发表状态已发表
DOI10.1088/0256-307X/41/5/053102
摘要

We report a linear-scaling random Green's function (rGF) method for large-scale electronic structure calculation. In this method, the rGF is defined on a set of random states and is efficiently calculated by projecting onto Krylov subspace. With the rGF method, the Fermi-Dirac operator can be obtained directly, avoiding the polynomial expansion to Fermi-Dirac function. To demonstrate the applicability, we implement the rGF method with the density-functional tight-binding method. It is shown that the Krylov subspace can maintain at small size for materials with different gaps at zero temperature, including H2O and Si clusters. We find with a simple deflation technique that the rGF self-consistent calculation of H2O clusters at T = 0 K can reach an error of similar to 1 meV per H2O molecule in total energy, compared to deterministic calculations. The rGF method provides an effective stochastic method for large-scale electronic structure simulation.

关键词Stochastic systems Dirac operators Electronic structure calculations Fermi-Dirac Function methods Krylov subspace Large-scales Linear-scaling Polynomials expansion Random state S function
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收录类别SCI ; EI
语种英语
资助项目National Natural Science Foundation of China[
WOS研究方向Physics
WOS类目Physics, Multidisciplinary
WOS记录号WOS:001218722700001
出版者IOP Publishing Ltd
EI入藏号20242116106996
EI主题词Electronic structure
EI分类号731.1 Control Systems ; 961 Systems Science
原始文献类型Journal article (JA)
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文献类型期刊论文
条目标识符https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/384308
专题物质科学与技术学院
物质科学与技术学院_PI研究组_柯友启组
数学科学研究所
物质科学与技术学院_硕士生
物质科学与技术学院_博士生
数学科学研究所_PI研究组(P)_翟佳羽组
通讯作者Ke, Youqi
作者单位
1.ShanghaiTech Univ, Sch Phys Sci & Technol, Shanghai 201210, Peoples R China
2.Xiaogan Sichuang Informat Technol Co Ltd, Xiaogan 432000, Peoples R China
3.ShanghaiTech Univ, Inst Math Sci, Shanghai 201210, Peoples R China
4.Wuhan Univ, Key Lab Artificial Micro & Nanostruct, Minist Educ, Wuhan 430072, Peoples R China
5.Wuhan Univ, Sch Phys & Technol, Wuhan 430072, Peoples R China
6.Wuhan Inst Quantum Technol, Wuhan 430206, Peoples R China
第一作者单位物质科学与技术学院
通讯作者单位物质科学与技术学院
第一作者的第一单位物质科学与技术学院
推荐引用方式
GB/T 7714
Tang, Mingfa,Liu, Chang,Zhang, Aixia,et al. Random Green's Function Method for Large-Scale Electronic Structure Calculation[J]. CHINESE PHYSICS LETTERS,2024,41(5).
APA Tang, Mingfa.,Liu, Chang.,Zhang, Aixia.,Zhang, Qingyun.,Zhai, Jiayu.,...&Ke, Youqi.(2024).Random Green's Function Method for Large-Scale Electronic Structure Calculation.CHINESE PHYSICS LETTERS,41(5).
MLA Tang, Mingfa,et al."Random Green's Function Method for Large-Scale Electronic Structure Calculation".CHINESE PHYSICS LETTERS 41.5(2024).
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