.png){kind=icon}
返回
Analysis of localization transitions using nonparametric unsupervised learning
.png){kind=icon}
PRE
AI
DOI：10.1103/PhysRevB.110.024204.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
We propose a new viewpoint on the study of localization transitions in disordered quantum systems, showing how critical properties can be seen also as a geometric transition in the data space generated by the classically encoded configurations of the disordered quantum system. We showcase our approach to the Anderson model on regular random graphs, known for displaying features of interacting systems, despite being a single-particle problem. We estimate the transition point and verify the critical exponents in agreement with the best-known results in the literature. We provide a simple and coherent explanation of our findings, discussing the applicability of the method in real-world scenarios with a modest number of measurements.
Keyword:
MANY-BODY LOCALIZATION
ANDERSON LOCALIZATION
期刊
IF:
3.7
论文数:
15.4W
被引数:
41.0W
机构
引用论文
分享收藏
分享收藏Stability and instability towards delocalization in many-body localization systems.png)
PHYSICAL REVIEW B
OAAI
PHYSICAL REVIEW BIF3.7
OAAI分享收藏Economic benefit evaluation method for the micro-grid renewable energy system operation微网可再生能源系统运行经济效益评价方法
PREAI
分享收藏
查看更多内容