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Data augmented prediction of Reynolds stresses for flows around an axisymmetric body of revolution 期刊论文
OCEAN ENGINEERING, 2024, 卷号: 296, 页码: 14
作者:  Liu, Yi;  Wang, Shizhao;  Zhang, Xin-Lei;  He, Guowei
收藏  |  浏览/下载：0/0  |  提交时间：2024/05/21
Ensemble variational method with adaptive covariance inflation for learning neural network-based turbulence models 期刊论文
PHYSICS OF FLUIDS, 2024, 卷号: 36, 期号: 3, 页码: 21
作者:  Luo, Qingyong;  Zhang, Xin-Lei;  He, Guowei
收藏  |  浏览/下载：1/0  |  提交时间：2024/05/14
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：11/0  |  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：17/0  |  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：17/0  |  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：18/0  |  提交时间：2023/06/15
A self-attention-based neural network for three-dimensional multivariate modeling and its skillful ENSO predictions 期刊论文
SCIENCE ADVANCES, 2023, 卷号: 9, 期号: 10, 页码: 1
作者:  Zhou, Lu;  Zhang, Rong-Hua
收藏  |  浏览/下载：0/0  |  提交时间：2023/12/13
Short-term load forecasting with an improved dynamic decomposition-reconstruction-ensemble approach 期刊论文
ENERGY, 2023, 卷号: 263, 页码: 16
作者:  Yang, Dongchuan;  Guo, Ju-e;  Li, Yanzhao;  Sun, Shaolong;  Wang, Shouyang
收藏  |  浏览/下载：16/0  |  提交时间：2023/02/07
Predicting the Daily Sea Ice Concentration on a Subseasonal Scale of the Pan-Arctic During the Melting Season by a Deep Learning Model 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 15
作者:  Ren, Yibin;  Li, Xiaofeng
收藏  |  浏览/下载：1/0  |  提交时间：2023/12/13
The optimization of model ensemble composition and size can enhance the robustness of crop yield projections 期刊论文
COMMUNICATIONS EARTH & ENVIRONMENT, 2023, 卷号: 4, 期号: 1
作者:  Li, Linchao;  Wang, Bin;  Feng, Puyu;  Jagermeyr, Jonas;  Asseng, Senthold
收藏  |  浏览/下载：2/0  |  提交时间：2023/12/01

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