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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]) |
ISSN | 0256-307X |
EISSN | 1741-3540 |
卷号 | 41期号:5 |
发表状态 | 已发表 |
DOI | 10.1088/0256-307X/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 |
URL | 查看原文 |
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) |
引用统计 | 正在获取...
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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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