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An interval decomposition-ensemble approach with data-characteristic-driven reconstruction for short-term load forecasting 期刊论文
APPLIED ENERGY, 2022, 卷号: 306, 页码: 16
作者:  Yang, Dongchuan;  Guo, Ju-E;  Sun, Shaolong;  Han, Jing;  Wang, Shouyang
收藏  |  浏览/下载：124/0  |  提交时间：2022/04/02
Short-term load forecasting  Bivariate empirical mode decomposition  Decomposition-ensemble approach  Reconstruction  Bayesian optimization  Long short-term memory network  
The impact of China's low-carbon transition on economy, society and energy in 2030 based on CO2 emissions drivers 期刊论文
ENERGY, 2022, 卷号: 239, 页码: 12
作者:  Shi, Huiting;  Chai, Jian;  Lu, Quanying;  Zheng, Jiali;  Wang, Shouyang
收藏  |  浏览/下载：130/0  |  提交时间：2022/04/02
CO2 emissions  Low-carbon economy  Transition impact  Bayesian network  
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：108/0  |  提交时间：2022/04/02
Stein variational gradient decent  Bayesian inference  Deep learning  Local approximation  
AN ACCELERATION STRATEGY FOR RANDOMIZE-THEN-OPTIMIZE SAMPLING VIA DEEP NEURAL NETWORKS* 期刊论文
JOURNAL OF COMPUTATIONAL MATHEMATICS, 2021, 卷号: 39, 期号: 6, 页码: 848-864
作者:  Yan, Liang;  Zhou, Tao
收藏  |  浏览/下载：132/0  |  提交时间：2022/04/02
Bayesian inverse problems  Deep neural network  Markov chain Monte Carlo  
An Adaptive Surrogate Modeling Based on Deep Neural Networks for Large-Scale Bayesian Inverse Problems 期刊论文
COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2020, 卷号: 28, 期号: 5, 页码: 2180-2205
作者:  Yan, Liang;  Zhou, Tao
收藏  |  浏览/下载：139/0  |  提交时间：2021/01/14
Bayesian inverse problems  deep neural networks  multi-fidelity surrogate modeling  Markov chain Monte Carlo  
Learning implicit information in Bayesian games with knowledge transfer 期刊论文
Control Theory and Technology, 2020, 卷号: 18, 期号: 3, 页码: 315-323
作者:  Chen Guanpu;  Cao Kai;  Hong Yiguang
收藏  |  浏览/下载：183/0  |  提交时间：2021/01/14
Bayesian game  repeated game  knowledge transfer  security  
The capital flow of stock market studies based on epidemic model with double delays 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 卷号: 526, 页码: 18
作者:  Zhou, Qi;  Sun, Shaolong;  Liu, Qian
收藏  |  浏览/下载：168/0  |  提交时间：2020/01/10
Epidemic model  Fund contagion  Herd behaviour  Parameter inversion  
Bayesian Neural Networks for Selection of Drug Sensitive Genes 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2018, 卷号: 113, 期号: 523, 页码: 955-972
作者:  Liang, Faming;  Li, Qizhai;  Zhou, Lei
收藏  |  浏览/下载：182/0  |  提交时间：2018/11/16
Cancer cell line encyclopedia  Nonlinear variable selection  Omics data  OpenMP  Parallel Markov chain Monte Carlo  
Integrative Analysis of Transcription Factor Combinatorial Interactions Using a Bayesian Tensor Factorization Approach 期刊论文
FRONTIERS IN GENETICS, 2017, 卷号: 8, 页码: 12
作者:  Ye, Yusen;  Gao, Lin;  Zhang, Shihua
收藏  |  浏览/下载：167/0  |  提交时间：2018/07/30
transcription regulation  TF regulatory networks  tensor factorization  integrative analysis of omics data  biological networks  
Predicting eukaryotic transcriptional cooperativity by Bayesian network integration of genome-wide data 期刊论文
NUCLEIC ACIDS RESEARCH, 2009, 卷号: 37, 期号: 18, 页码: 5943-5958
作者:  Wang, Yong;  Zhang, Xiang-Sun;  Xia, Yu
收藏  |  浏览/下载：134/0  |  提交时间：2018/07/30