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Enhancement of combustion performance in a microchannel: Synergistic effects of bluff-body and cavity 期刊论文
FUEL, 2020, 卷号: 265, 页码: 11
Authors:  Zhang Z;  Wu K(吴坤);  Yao W(姚卫);  Yuen R;  Wang J
View  |  Adobe PDF(3821Kb)  |  Favorite  |  View/Download:74/4  |  Submit date:2020/04/07
Micro-combustor  Bluff-body  Cavity  Combustion performance  Flame-flow interaction  
A flow feature detection method for modeling pressure distribution around a cylinder in non-uniform flows by using a convolutional neural network 期刊论文
SCIENTIFIC REPORTS, 2020, 卷号: 10, 期号: 1, 页码: 10
Authors:  Ye SR(叶舒然);  Zhang Z(张珍);  Song XD;  Wang YW(王一伟);  Chen YS;  Huang CG(黄晨光)
Favorite  |  View/Download:13/0  |  Submit date:2020/10/29
Numerical investigation on the performance of bluff body augmented micro cavity-combustor 期刊论文
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2020, 卷号: 45, 期号: 7, 页码: 4932-4945
Authors:  Zhang Z;  Wu K(吴坤);  Yuen R;  Yao W(姚卫);  Wang J
View  |  Adobe PDF(3438Kb)  |  Favorite  |  View/Download:50/4  |  Submit date:2020/04/07
Micro combustor  Cavity  Bluff body  Combustion efficiency  Local Damkohler number  
Carbon fiber reinforced shape memory epoxy composites with superior mechanical performances 期刊论文
COMPOSITES SCIENCE AND TECHNOLOGY, 2019, 卷号: 177, 页码: 49-56
Authors:  Liu YY;  Guo YF;  Zhao J;  Chen XD(陈晓东);  Zhang H;  Hu GQ(胡国庆);  Yu X;  Zhang Z
View  |  Adobe PDF(2945Kb)  |  Favorite  |  View/Download:41/15  |  Submit date:2019/12/02
Shape memory epoxy  Carbon fiber  Composites  High stiffness  
自动编码器在流场降阶中的应用 期刊论文
空气动力学学报, 2019, 卷号: 37, 期号: 03, 页码: 498-504
Authors:  叶舒然;  张珍;  宋旭东;  杜特专;  王一伟;  黄晨光;  陈耀松
View  |  Adobe PDF(2088Kb)  |  Favorite  |  View/Download:83/2  |  Submit date:2019/09/12
机器学习  自动编码器  圆柱绕流  流场特征提取  压力预测  
Triaxial behavior of granular material under complex loading path by a new numerical true triaxial engine 期刊论文
ADVANCED POWDER TECHNOLOGY, 2019, 卷号: 30, 期号: 4, 页码: 700-706
Authors:  Wang XL(王晓亮);  Zhang Z(张珍);  Li JC(李家春)
View  |  Adobe PDF(2025Kb)  |  Favorite  |  View/Download:99/13  |  Submit date:2019/05/30
Granular material  Stress path  Strength criterion  Discrete element method  Numerical true triaxial engine  
The plasma morphology of an asymmetric electrode ablative pulsed plasma thruster 期刊论文
PLASMA SOURCES SCIENCE & TECHNOLOGY, 2019, 卷号: 28, 期号: 2, 页码: AR25008
Authors:  Zhang Z;  Ling WYL;  Ren JX;  Tang HB;  Cao JB;  Lin X(林鑫);  York TM
View  |  Adobe PDF(2530Kb)  |  Favorite  |  View/Download:57/9  |  Submit date:2019/04/11
ablative pulsed plasma thruster  segmented anode  ultra-high-speed camera  arc morphology  
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:86/16  |  Submit date:2019/04/11
Deep neural network  channel flow  turbulence model  Reynolds stress  
Transfer learning for modeling pressure coefficient around cylinder using CNN 会议论文
29th International Ocean and Polar Engineering Conference, ISOPE 2019, Honolulu, HI, United states, June 16, 2019 - June 21, 2019
Authors:  Ye SR(叶舒然);  Wang YW(王一伟);  Zhang Z(张珍);  Huang CG(黄晨光)
Favorite  |  View/Download:2/0  |  Submit date:2020/11/20
Convolutional neural networks  Flow field analysis  Pressure prediction  Transfer learning  
Reconstruction of RANS model and cross-validation of flow field based on tensor basis neural network 会议论文
ASME-JSME-KSME 2019 8th Joint Fluids Engineering Conference, AJKFluids 2019, San Francisco, CA, United states, July 28, 2019 - August 1, 2019
Authors:  Song XD;  Zhang Z(张珍);  Wang YW(王一伟);  Ye SR(叶舒然);  Huang CG(黄晨光)
Favorite  |  View/Download:11/0  |  Submit date:2020/11/20
Cross-validation  Multi-layer neural network  Reynolds stress  Turbulence model