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Normalizing field flows: Solving forward and inverse stochastic differential equations using physics-informed flow models

期刊论文

JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 461, 页码: 18
Authors:  Guo, Ling;  Wu, Hao;  Zhou, Tao
Favorite  |  View/Download:95/0  |  Submit date:2023/02/07
Data -driven modeling  Normalizing flows  Uncertainty quantification  Random fields  
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
Authors:  Yang, Dongchuan;  Guo, Ju-E;  Sun, Shaolong;  Han, Jing;  Wang, Shouyang
Favorite  |  View/Download:101/0  |  Submit date:2022/04/02
Short-term load forecasting  Bivariate empirical mode decomposition  Decomposition-ensemble approach  Reconstruction  Bayesian optimization  Long short-term memory network  
Functional-coefficient partially linear regression model 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2008, 卷号: 99, 期号: 2, 页码: 278-305
Authors:  Wong, Heung;  Zhang, Riquan;  Ip, Wai-cheung;  Li, Guoying
Favorite  |  View/Download:86/0  |  Submit date:2018/07/30
Back-fitting technique  Functional-coefficient model  Local linear polynomial technique  Nonlinear time series