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Importance-Penalized Joint Graphical Lasso (IPJGL): differential network inference via GGMs 期刊论文
BIOINFORMATICS, 2022, 卷号: 38, 期号: 3, 页码: 770-777
Authors:  Leng, Jiacheng;  Wu, Ling-Yun
Favorite  |  View/Download:8/0  |  Submit date:2022/04/02
Multiple-Tissue and Multilevel Analysis on Differentially Expressed Genes and Differentially Correlated Gene Pairs for HFpEF 期刊论文
FRONTIERS IN GENETICS, 2021, 卷号: 12, 页码: 14
Authors:  Zhou, Guofeng;  Sun, Shaoyan;  Yuan, Qiuyue;  Zhang, Run;  Jiang, Ping;  Li, Guangyu;  Wang, Yong;  Li, Xiao
Favorite  |  View/Download:16/0  |  Submit date:2021/10/26
heart failure with preserved ejection fraction  differentially expressed genes  differentially correlated gene pairs  differential network  molecular docking  
Predicting Brain Regions Related to Alzheimer's Disease Based on Global Feature 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2021, 卷号: 15, 页码: 9
Authors:  Wang, Qi;  Chen, Siwei;  Wang, He;  Chen, Luzeng;  Sun, Yongan;  Yan, Guiying
Favorite  |  View/Download:17/0  |  Submit date:2021/10/26
Alzheimer's disease  diffusion tensor imaging  brain structural network  2hop-connectivity  global featurescore  differential network analysis  
Deep Nitsche Method: Deep Ritz Method with Essential Boundary Conditions 期刊论文
COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2021, 卷号: 29, 期号: 5, 页码: 1365-1384
Authors:  Liao, Yulei;  Ming, Pingbing
Favorite  |  View/Download:27/0  |  Submit date:2021/06/01
Deep Nitsche Method  Deep Ritz Method  neural network approximation  mixed boundary conditions  curse of dimensionality  
Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators 期刊论文
NATURE MACHINE INTELLIGENCE, 2021, 卷号: 3, 期号: 3, 页码: 218-+
Authors:  Lu, Lu;  Jin, Pengzhan;  Pang, Guofei;  Zhang, Zhongqiang;  Karniadakis, George Em
Favorite  |  View/Download:53/0  |  Submit date:2021/06/01
Learning-Based Quantum Robust Control: Algorithm, Applications, and Experiments 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 8, 页码: 3581-3593
Authors:  Dong, Daoyi;  Xing, Xi;  Ma, Hailan;  Chen, Chunlin;  Liu, Zhixin;  Rabitz, Herschel
Favorite  |  View/Download:33/0  |  Submit date:2020/09/23
Nonhomogeneous media  Robust control  Quantum computing  Task analysis  Chemistry  Machine learning algorithms  Uncertainty  Differential evolution  femtosecond laser  quantum control  quantum learning  quantum robust control  
A New Network Feature Affects the Intervention Performance on Public Opinion Dynamic Networks 期刊论文
SCIENTIFIC REPORTS, 2019, 卷号: 9, 页码: 11
Authors:  Wang, Caiyun;  Han, Huawei;  Han, Jing
Favorite  |  View/Download:34/0  |  Submit date:2020/01/10
Distributed Continuous-Time Algorithms for Resource Allocation Problems Over Weight-Balanced Digraphs 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 11, 页码: 3116-3125
Authors:  Deng, Zhenhua;  Liang, Shu;  Hong, Yiguang
Favorite  |  View/Download:120/0  |  Submit date:2018/11/16
Distributed optimization  multiagent systems  nonsmooth analysis  projected dynamical systems  resource allocation  weight-balanced digraphs  
Fashion and Homophily 期刊论文
OPERATIONS RESEARCH, 2018, 卷号: 66, 期号: 6, 页码: 1486-1497
Authors:  Zhang, Boyu;  Cao, Zhigang;  Qin, Cheng-Zhong;  Yang, Xiaoguang
Favorite  |  View/Download:46/0  |  Submit date:2019/03/05
network games  fashion cycle  homophily index  
Distributed Continuous-Time Algorithms for Resource Allocation Problems Over Weight-Balanced Digraphs 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 11, 页码: 3116-3125
Authors:  Deng, Zhenhua;  Liang, Shu;  Hong, Yiguang
Favorite  |  View/Download:51/0  |  Submit date:2019/10/28
Distributed optimization  multiagent systems  nonsmooth analysis  projected dynamical systems  resource allocation  weight-balanced digraphs