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Physics-driven machine learning model on temperature and time-dependent deformation in lithium metal and its finite element implementation 期刊论文
JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS, 2021, 卷号: 153, 页码: 104481
作者:  Wen JC(温济慈);  Zou, Qingrong;  Wei YJ(魏宇杰)
Adobe PDF(3559Kb)  |  收藏  |  浏览/下载：274/71  |  提交时间：2022/10/25
Physics-driven machine learning  Lithium-metal anode  Creep  Finite-element analysis  Constitutive model  
Machine learning assisted fast prediction of inertial lift in microchannels 期刊论文
LAB ON A CHIP, 2021, 页码: 13
作者:  Su JH(苏敬宏);  Chen XD(陈晓东);  Zhu YZ(朱勇铮);  Hu GQ(胡国庆)
Adobe PDF(7711Kb)  |  收藏  |  浏览/下载：426/114  |  提交时间：2021/06/07
A new method of predicting the saturation pressure of oil reservoir and its application 期刊论文
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2020, 卷号: 45, 期号: 55, 页码: 30244-30253
作者:  Yu GY;  Xu F;  Cui YZ;  Li XL;  Kang CJ;  Lu C;  Li SY;  Bai L;  Du SH(杜书恒)
Adobe PDF(1920Kb)  |  收藏  |  浏览/下载：227/98  |  提交时间：2020/12/28
Oil reservoir  RANDOM FOREST  Saturation pressure  HETEROGENEITY  Random forest  Decision tree  ANN  Empirical formula  
Globally optimized cross-correlation for particle image velocimetry 期刊论文
EXPERIMENTS IN FLUIDS, 2020, 卷号: 61, 期号: 11, 页码: 228
作者:  Wang HP(王洪平);  He GW(何国威);  Wang SZ(王士召)
Adobe PDF(10021Kb)  |  收藏  |  浏览/下载：196/63  |  提交时间：2020/12/28
TRACKING VELOCIMETRY  MOTION ESTIMATION  PIV  FLOW  RESOLUTION  ALGORITHM  
Subgrid-scale model for large-eddy simulation of isotropic turbulent flows using an artificial neural network 期刊论文
COMPUTERS & FLUIDS, 2019, 卷号: 195, 页码: UNSP 104319
作者:  Zhou ZD(周志登);  He GW(何国威);  Wang SZ(王士召);  Jin GD(晋国栋)
Adobe PDF(4058Kb)  |  收藏  |  浏览/下载：596/193  |  提交时间：2019/12/17
Machine learning  Artificial neural network  Subgrid-scale model  Large-eddy simulation  Isotropic turbulent flows