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题名

Principal component analysis of the geometry in anisotropic quantum Hall states

作者
通讯作者Hu, Zi-Xiang
发表日期
2020-09-18
DOI
发表期刊
ISSN
2469-9950
EISSN
2469-9969
卷号102期号:11
摘要
In the presence of mass anisotropy, anisotropic interaction, or in-plane magnetic field, quantum Hall droplets can exhibit shape deformation and an internal geometrical degree of freedom. We characterize the geometry of quantum Hall states by principal component analysis, which is a statistical technique that emphasizes variation in a data set. We first test the method in an integer quantum Hall droplet with dipole-dipole interaction in disk geometry. In the subsequent application to fractional quantum Hall systems with anisotropic Coulomb interaction in torus geometry, we demonstrate that the principal component analysis can quantify the metric degree of freedom and predict the collapse of a nu = 1/3 state. We also calculate the metric response to interaction anisotropy at filling fractions nu = 1/5 and 2/5 and show that the response is roughly the same within the same Jain sequence but can differ at large anisotropy for different sequences.
相关链接[来源记录]
收录类别
SCI ; EI
语种
英语
学校署名
其他
资助项目
National Natural Science Foundation of China[11674041][11974064][11674282][11474144] ; Strategic Priority Research Program of Chinese Academy of Sciences[XDB28000000] ; National Basic Research Program of China[2015CB921101]
WOS研究方向
Materials Science ; Physics
WOS类目
Materials Science, Multidisciplinary ; Physics, Applied ; Physics, Condensed Matter
WOS记录号
WOS:000570979100001
出版者
EI入藏号
20204309397528
EI主题词
Anisotropy ; Quantum Hall effect ; Degrees of freedom (mechanics) ; Geometry ; Drops ; Quantum theory
EI分类号
Mathematics:921 ; Mathematical Statistics:922.2 ; Classical Physics; Quantum Theory; Relativity:931 ; Mechanics:931.1 ; Physical Properties of Gases, Liquids and Solids:931.2 ; Quantum Theory; Quantum Mechanics:931.4
ESI学科分类
PHYSICS
来源库
Web of Science
引用统计
被引频次[WOS]:13
成果类型期刊论文
条目标识符http://sustech.caswiz.com/handle/2SGJ60CL/186586
专题量子科学与工程研究院
理学院_物理系
作者单位
1.Zhejiang Univ, Zhejiang Inst Modern Phys, Hangzhou 310027, Peoples R China
2.Southern Univ Sci & Technol, Shenzhen Inst Quantum Sci & Engn, Shenzhen 518055, Peoples R China
3.Southern Univ Sci & Technol, Dept Phys, Shenzhen 518055, Peoples R China
4.Chongqing Univ, Dept Phys, Chongqing 401331, Peoples R China
5.Chongqing Univ, Ctr Quantum Mat & Device, Chongqing 401331, Peoples R China
6.Univ Chinese Acad Sci, CAS Ctr Excellence Topol Quantum Computat, Beijing 100190, Peoples R China
推荐引用方式
GB/T 7714
Jiang, Na,Ke, Siyao,Ji, Hengxi,et al. Principal component analysis of the geometry in anisotropic quantum Hall states[J]. PHYSICAL REVIEW B,2020,102(11).
APA
Jiang, Na,Ke, Siyao,Ji, Hengxi,Wang, Hao,Hu, Zi-Xiang,&Wan, Xin.(2020).Principal component analysis of the geometry in anisotropic quantum Hall states.PHYSICAL REVIEW B,102(11).
MLA
Jiang, Na,et al."Principal component analysis of the geometry in anisotropic quantum Hall states".PHYSICAL REVIEW B 102.11(2020).
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