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A feasibility study on applying meta-heuristic optimization and Gaussian process regression for predicting the performance of pantograph-catenary system 期刊论文
ACTA MECHANICA SINICA, 2024, 卷号: 40, 期号: 1, 页码: 12
Authors:  Zhang MH(张莫晗);  Yin B(银波);  Sun ZX(孙振旭);  Bai, Ye;  Yang GW(杨国伟)
Favorite  |  View/Download：87/0  |  Submit date：2024/02/26
Pantograph-catenary system  Gaussian process regression  Surrogate model  Physical-based model  
Direct observation of spreading precursor liquids in a corner 期刊论文
NATIONAL SCIENCE REVIEW, 2023, 页码: nwad119
Authors:  Miao, Weining;  Tian SH(田诗豪);  Yuan QZ(袁泉子);  Tian, Ye;  Jiang, Lei
Adobe PDF(1190Kb)  |  Favorite  |  View/Download：61/1  |  Submit date：2023/06/15
precursor liquid  spreading spatial-temporal characteristic  direct observation  corner  ionic liquids  
Application of deep learning method to Reynolds stress models of channel flow based on reduced-order modeling of DNS data 期刊论文
JOURNAL OF HYDRODYNAMICS, 2019, 卷号: 31, 期号: 1, 页码: 58-65
Authors:  Zhang Z(张珍);  Song XD;  Ye SR;  Wang YW(王一伟);  Huang CG(黄晨光);  An YR;  Chen YS
View  |  Adobe PDF(1492Kb)  |  Favorite  |  View/Download：402/168  |  Submit date：2019/04/11
Deep neural network  channel flow  turbulence model  Reynolds stress