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Distributed stochastic gradient tracking methods with momentum acceleration for non-convex optimization 期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2022, 页码: 42
作者:  Gao, Juan;  Liu, Xin-Wei;  Dai, Yu-Hong;  Huang, Yakui;  Gu, Junhua
收藏  |  浏览/下载：126/0  |  提交时间：2023/02/07
Distributed non-convex optimization  Machine learning  Momentum methods  Optimization algorithms  Convergence rate  
Linear system design with application in wireless sensor networks 期刊论文
JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION, 2022, 卷号: 27, 页码: 14
作者:  Gao, Kaiye;  Peng, Rui;  Qu, Li;  Xing, Liudong;  Wang, Shouyang;  Wu, Di
收藏  |  浏览/下载：98/0  |  提交时间：2023/02/07
Reliability  Cost  Signal coverage  Linear multi-state consecutively connected system  Universal generating function  Wireless sensor network  
Ensemble wavelet-learning approach for predicting the effective mechanical properties of concrete composite materials 期刊论文
COMPUTATIONAL MECHANICS, 2022, 页码: 31
作者:  Linghu, Jiale;  Dong, Hao;  Cui, Junzhi
收藏  |  浏览/下载：100/0  |  提交时间：2022/06/21
Concrete composite materials  Weibull distribution  Equivalent mechanical parameters  Artificial neural networks  Wavelet transform  
Stein variational gradient descent with local approximations 期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2021, 卷号: 386, 页码: 20
作者:  Yan, Liang;  Zhou, Tao
收藏  |  浏览/下载：110/0  |  提交时间：2022/04/02
Stein variational gradient decent  Bayesian inference  Deep learning  Local approximation  
Sample average approximation of CVaR-based hedging problem with a deep-learning solution 期刊论文
NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE, 2021, 卷号: 56, 页码: 14
作者:  Peng, Cheng;  Li, Shuang;  Zhao, Yanlong;  Bao, Ying
收藏  |  浏览/下载：149/0  |  提交时间：2021/04/26
Conditional Value-at-Risk  Hedging strategies  Deep learning  Theoretical guarantee  Sample average approximation  Uniform convergence  
Molecular Sparse Representation by a 3D Ellipsoid Radial Basis Function Neural Network via L1 Regularization 期刊论文
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2020, 卷号: 60, 期号: 12, 页码: 6054-6064
作者:  Gui, Sheng;  Chen, Zhaodi;  Lu, Benzhuo;  Chen, Minxin
收藏  |  浏览/下载：147/0  |  提交时间：2021/04/26
A Novel Risk-Based Prioritization Approach for Wireless Sensor Network Deployment in Pipeline Networks 期刊论文
ENERGIES, 2020, 卷号: 13, 期号: 6, 页码: 15
作者:  Yi, Xiaojian;  Hou, Peng;  Dong, Haiping
收藏  |  浏览/下载：185/0  |  提交时间：2020/05/24
wireless sensor network deployment  pipeline network  risk-based prioritization  inhomogeneous Poisson point process  condition monitoring  coverage problem  
A Spatial Statistic Based Risk Assessment Approach to Prioritize the Pipeline Inspection of the Pipeline Network 期刊论文
ENERGIES, 2020, 卷号: 13, 期号: 3, 页码: 16
作者:  Hou, Peng;  Yi, Xiaojian;  Dong, Haiping
收藏  |  浏览/下载：161/0  |  提交时间：2020/05/24
risk-based inspection  risk-based prioritization  inhomogeneous poisson point process  significance test  Moran's I index  kernel density estimation  
Spatial differentiation and network externality in pricing mechanism of online car hailing platform 期刊论文
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2020, 卷号: 219, 页码: 275-283
作者:  Wu, Tian;  Zhang, Mengbo;  Tian, Xin;  Wang, Shouyang;  Hua, Guowei
收藏  |  浏览/下载：196/0  |  提交时间：2020/05/24
Online car hailing platform  Pricing mechanism  Spatial differentiation  Network externality  Transport service market  
Identifying Critical Regions in Industry Infrastructure: A Case Study of a Pipeline Network in Kansas, USA 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 71093-71105
作者:  Hou, Peng;  Yi, Xiaojian;  Dong, Haiping
收藏  |  浏览/下载：168/0  |  提交时间：2020/06/30
Industries  Hazards  Pipelines  Data models  Object recognition  Uncertainty  Accidents  Critical region  critical industry infrastructure  Poisson point process  risk assessment  vulnerability analysis