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Physical interpretation of neural network-based nonlinear eddy viscosity models 期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 142, 页码: 13
作者:  Zhang, Xin-Lei;  Xiao, Heng;  Jee, Solkeun;  He, Guowei
收藏  |  浏览/下载:8/0  |  提交时间:2023/11/28
Explainability analysis of neural network-based turbulence modeling for transonic axial compressor rotor flows 期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 141, 页码: 108542
作者:  Wu CT(吴楚畋);  Wang SZ(王士召);  Zhang XL(张鑫磊);  He GW(何国威)
收藏  |  浏览/下载:15/0  |  提交时间:2023/09/26
Combining direct and indirect sparse data for learning generalizable turbulence models 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 489, 页码: 112272
作者:  Zhang XL(张鑫磊);  Xiao, Heng;  Luo, Xiaodong;  He GW(何国威)
收藏  |  浏览/下载:15/0  |  提交时间:2023/09/05
Learning Neural-Network-Based Turbulence Models for External Transonic Flows Using Ensemble Kalman Method 期刊论文
AIAA JOURNAL, 2023
作者:  Liu Y(刘毅);  Zhang XL(张鑫磊);  He GW(何国威)
收藏  |  浏览/下载:17/0  |  提交时间:2023/06/15
Forecasting carbon prices based on real-time decomposition and causal temporal convolutional networks 期刊论文
APPLIED ENERGY, 2023, 卷号: 331, 页码: 20
作者:  Li, Dan;  Li, Yijun;  Wang, Chaoqun;  Chen, Min;  Wu, Qi
收藏  |  浏览/下载:20/0  |  提交时间:2023/02/07
Substantial uncertainties in global soil organic carbon simulated by multiple terrestrial carbon cycle models 期刊论文
LAND DEGRADATION & DEVELOPMENT, 2023, 卷号: 34, 期号: 11, 页码: 3225
作者:  Wang, Zhaoqi;  Lin, Yuanhao;  Cai, Lang;  Wu, Guiling;  Zheng, Kai
收藏  |  浏览/下载:2/0  |  提交时间:2023/12/01
Recent Progress in Applications of the Conditional Nonlinear Optimal Perturbation Approach to Atmosphere-Ocean Sciences 期刊论文
CHINESE ANNALS OF MATHEMATICS SERIES B, 2022, 卷号: 43, 期号: 6, 页码: 1033-1048
作者:  Mu, Mu;  Zhang, Kun;  Wang, Qiang
收藏  |  浏览/下载:0/0  |  提交时间:2023/11/16
Ensemble Kalman method for learning turbulence models from indirect observation data 期刊论文
JOURNAL OF FLUID MECHANICS, 2022, 卷号: 949
作者:  Zhang XL(张鑫磊);  Xiao, Heng;  Luo, Xiaodong;  He GW(何国威)
收藏  |  浏览/下载:17/0  |  提交时间:2022/10/23
A stacking-based short-term wind power forecasting method by CBLSTM and ensemble learning 期刊论文
Journal of Renewable and Sustainable Energy, 2022, 卷号: 14, 期号: 4
作者:  Wang, Nier;  Li, Zhanming
收藏  |  浏览/下载:28/0  |  提交时间:2022/09/22
Acoustic Inversion for Uncertainty Reduction in Reynolds-Averaged Navier-Stokes-Based Jet Noise Prediction 期刊论文
AIAA JOURNAL, 2021, 页码: 16
作者:  Zhang, Xin-Lei;  Xiao, Heng;  Wu, Ting;  He, Guowei
收藏  |  浏览/下载:27/0  |  提交时间:2022/03/05


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