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Dynamic spatial-temporal precipitation distribution models for short-duration rainstorms in Shenzhen, China based on machine learning 期刊论文
ATMOSPHERIC RESEARCH, 2020, 237
作者:  Liu, Yuan-Yuan;  Li, Lei;  Liu, Ye-Sen;  Chan, Pak Wai;  Zhang, Wen-Hai
收藏  |  浏览/下载:9/0  |  提交时间:2020/07/02
Short-duration rainstorm  Machine learning  Locally linear embedding method  Dynamic spatial-temporal distribution  Shenzhen  
Mott and generalized Wigner crystal states in WSe2/WS2 moire superlattices 期刊论文
NATURE, 2020, 579 (7799) : 359-+
作者:  Yuan, Jie;  Chang, Si-Yuan;  Yin, Shi-Gang;  Liu, Zhi-Yang;  Cheng, Xiu;  Liu, Xi-Juan;  Jiang, Qiang;  Gao, Ge;  Lin, De-Ying;  Kang, Xin-Lei;  Ye, Shi-Wei;  Chen, Zheng;  Yin, Jiang-An;  Hao, Pei;  Jiang, Lubin;  Cai, Shi-Qing
收藏  |  浏览/下载:50/0  |  提交时间:2020/07/03

Strongly correlated insulating Mott and generalized Wigner phases are detected in WSe2/WS2 moire superlattices, and their electrical properties and excited spin states are studied using an optical technique.


Moire superlattices can be used to engineer strongly correlated electronic states in two-dimensional van der Waals heterostructures, as recently demonstrated in the correlated insulating and superconducting states observed in magic-angle twisted-bilayer graphene and ABC trilayer graphene/boron nitride moire superlattices(1-4). Transition metal dichalcogenide moire heterostructures provide another model system for the study of correlated quantum phenomena(5) because of their strong light-matter interactions and large spin-orbit coupling. However, experimental observation of correlated insulating states in this system is challenging with traditional transport techniques. Here we report the optical detection of strongly correlated phases in semiconducting WSe2/WS2 moire superlattices. We use a sensitive optical detection technique and reveal a Mott insulator state at one hole per superlattice site and surprising insulating phases at 1/3 and 2/3 filling of the superlattice, which we assign to generalized Wigner crystallization on the underlying lattice(6-11). Furthermore, the spin-valley optical selection rules(12-14) of transition metal dichalcogenide heterostructures allow us to optically create and investigate low-energy excited spin states in the Mott insulator. We measure a very long spin relaxation lifetime of many microseconds in the Mott insulating state, orders of magnitude longer than that of charge excitations. Our studies highlight the value of using moire superlattices beyond graphene to explore correlated physics.


  
Tree species traits affect which natural enemies drive the Janzen-Connell effect in a temperate forest 期刊论文
NATURE COMMUNICATIONS, 2020, 11 (1)
作者:  Jia, Shihong;  Wang, Xugao;  Yuan, Zuoqiang;  Lin, Fei;  Ye, Ji;  Lin, Guigang;  Hao, Zhanqing;  Bagchi, Robert
收藏  |  浏览/下载:10/0  |  提交时间:2020/05/13
A genome-wide association study identifies six novel risk loci for primary biliary cholangitis 期刊论文
NATURE COMMUNICATIONS, 2017, 8
作者:  Qiu, Fang;  Tang, Ruqi;  Zuo, Xianbo;  Shi, Xingjuan;  Wei, Yiran;  Zheng, Xiaodong;  Dai, Yaping;  Gong, Yuhua;  Wang, Lan;  Xu, Ping;  Zhu, Xiang;  Wu, Jian;  Han, Chongxu;  Gao, Yueqiu;  Zhang, Kui;  Jiang, Yuzhang;  Zhou, Jianbo;  Shao, Youlin;  Hu, Zhigang;  Tian, Ye;  Zhang, Haiyan;  Dai, Na;  Liu, Lei;  Wu, Xudong;  Zhao, Weifeng;  Zhang, Xiaomin;  Zang, Zhidong;  Nie, Jinshan;  Sun, Weihao;  Zhao, Yi;  Mao, Yuan;  Jiang, Po;  Ji, Hualiang;  Dong, Qing;  Li, Junming;  Li, Zhenzhong;  Bai, Xinli;  Li, Li;  Lin, Maosong;  Dong, Ming;  Li, Jinxin;  Zhu, Ping;  Wang, Chan;  Zhang, Yanqiu;  Jiang, Peng;  Wang, Yujue;  Jawed, Rohil;  Xu, Jing;  Zhang, Yu;  Wang, Qixia;  Yang, Yue;  Yang, Fan;  Lian, Min;  Jiang, Xiang;  Xiao, Xiao;  Li, Yanmei;  Fang, Jingyuan;  Qiu, Dekai;  Zhu, Zhen;  Qiu, Hong;  Zhang, Jianqiong;  Tian, Wenyan;  Chen, Sufang;  Jiang, Ling;  Ji, Bing;  Li, Ping;  Chen, Guochang;  Wu, Tianxue;  Sun, Yan;  Yu, Jianjiang;  Tang, Huijun;  He, Michun;  Xia, Min;  Pei, Hao;  Huang, Lihua;  Qing, Zhuye;  Wu, Jianfang;  Huang, Qinghai;  Han, Junhai;  Xie, Wei;  Sun, Zhongsheng;  Guo, Jian;  He, Gengsheng;  Gershwin, M. Eric;  Lian, Zhexiong;  Liu, Xiang;  Seldin, Michael F.;  Liu, Xiangdong;  Chen, Weichang;  Ma, Xiong
收藏  |  浏览/下载:17/0  |  提交时间:2019/11/27
Rapid identification of rainstorm disaster risks based on an artificial intelligence technology using the 2DPCA method 期刊论文
ATMOSPHERIC RESEARCH, 2019, 227: 157-164
作者:  Liu, Yuan-yuan;  Li, Lei;  Zhang, Wen-hai;  Chan, Pak-wai;  Liu, Ye-sen
收藏  |  浏览/下载:8/0  |  提交时间:2019/11/27
Rainstorm  Risk identification  Artificial intelligence  Machine learning  2DPCA  
Neighbourhood greenness and mental wellbeing in Guangzhou, China: What are the pathways? 期刊论文
LANDSCAPE AND URBAN PLANNING, 2019, 190
作者:  Liu, Ye;  Wang, Ruoyu;  Grekousis, George;  Liu, Yuqi;  Yuan, Yuan;  Li, Zhigang
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/27
Greenness  Mental wellbeing  NDVI  Pathways  Structural Equation Modelling  China  
Transgenerational effects benefit offspring across diverse environments: a meta-analysis in plants and animals 期刊论文
ECOLOGY LETTERS, 2019, 22 (11) : 1976-1986
作者:  Yin, Junjie;  Zhou, Ming;  Lin, Zeru;  Li, Qingshun Q.;  Zhang, Yuan-Ye
收藏  |  浏览/下载:8/0  |  提交时间:2019/11/27
Fluctuating environment  meta-analysis  parental effect  transgenerational effect  
Normalized Difference Vegetation Index-based assessment of climate change impact on vegetation growth in the humid-arid transition zone in northern China during 1982-2013 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019
作者:  Yuan, Wei;  Wu, Shuang-Ye;  Hou, Shugui;  Xu, Zhiwei;  Lu, Huayu
收藏  |  浏览/下载:13/0  |  提交时间:2019/11/27
climate change  human impacts  NDVI  vegetation response  
Impacts of climate warming, cultivar shifts, and phenological dates on rice growth period length in China after correction for seasonal shift effects 期刊论文
CLIMATIC CHANGE, 2019, 155 (1) : 127-143
作者:  Ye, Tao;  Zong, Shuo;  Kleidon, Axel;  Yuan, Wenping;  Wang, Yao;  Shi, Peijun
收藏  |  浏览/下载:9/0  |  提交时间:2019/11/27
Understanding the Spatiotemporal Links Between Meteorological and Hydrological Droughts From a Three-Dimensional Perspective 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2019, 124 (6) : 3090-3109
作者:  Liu, Yi;  Zhu, Ye;  Ren, Liliang;  Singh, Vijay P.;  Yong, Bin;  Jiang, Shanhu;  Yuan, Fei;  Yang, Xiaoli
收藏  |  浏览/下载:17/0  |  提交时间:2019/11/26
meteorological drought  hydrological drought  drought transition process  drought characteristics  space-time dimensions