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激波管模拟产生近场爆炸冲击波 期刊论文
爆炸与冲击, 2024, 卷号: 44, 期号: 12, 页码: 137-148./通讯作者：李进平
Authors:  张仕忠;  李进平;  康越;  胡剑桥;  陈宏
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爆炸冲击波  激波管  爆轰驱动  近场爆炸  
跨音速轴流压气机转子绕流的神经网络湍流建模及其可解释性析 会议论文
第十三届全国流体力学学术会议（下）, 中国黑龙江哈尔滨, 2024-08-09
Authors:  吴楚畋;  王士召;  张鑫磊;  何国威
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集合卡尔曼方法  湍流模型  轴流压气机  神经网络  可解释性  
基于类激活映射观测点优化布置的数据同化方法 会议论文
第十三届全国流体力学学术会议（下）, 中国黑龙江哈尔滨, 2024-08-09
Authors:  许昭越;  张鑫磊;  王士召
Adobe PDF(978Kb)  |  Favorite  |  View/Download：1021/19  |  Submit date：2025/01/22
集合卡尔曼方法  观测点优化布置  卷积神经网络  数据同化  
Clustering dimensionless learning for multiple-physical-regime systems 期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2024, 卷号: 420, 页码: 21./通讯作者：He, Guowei
Authors:  Zhang, Lei;  Xu ZY(许昭越);  Wang SZ(王士召);  He GW(何国威)
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Cluster  Active subspace  Data-driven dimensional analysis  Machine learning  
铝粉/氢气/空气混合爆轰现象试验研究 期刊论文
力学学报, 2023, 卷号: 55, 期号: 11, 页码: 2693-2702
Authors:  张晓源;  卢子寅;  李进平;  张仕忠;  陆星宇;  陈宏
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金属粉末  混合爆轰  两相反应  点火延迟  化学反应流  
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./通讯作者：Zhang, XL, He, GW (corresponding author), Chinese Acad Sci, Inst Mech, State Key Lab Nonlinear Mech, Beijing 100190, Peoples R China.
Authors:  Wu CT(吴楚畋);  Wang SZ(王士召);  Zhang XL(张鑫磊);  He GW(何国威)
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Explainability  Ensemble Kalman method  Turbulence model  Axial compressor rotor  Neural network  Machine learning  
Numerical study of periodic flame flashback in a cavity-based scramjet combustor 期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 4, 页码: 45108./通讯作者：Zhang, X, Yue, LJ
Authors:  Guo SZ(郭升祖);  Zhang X(张旭);  Liu QL(刘起立);  Yue LJ(岳连捷)
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Bayesian optimization for the spanwise oscillation of a gliding flat plate 期刊论文
OPTIMIZATION AND ENGINEERING, 2023./通讯作者：Wang, SZ (corresponding author), Chinese Acad Sci, Inst Mech, State Key Lab Nonlinear Mech, Beijing 100190, Peoples R China., Wang, SZ (corresponding author), Univ Chinese Acad Sci, Sch Engn Sci, Beijing 101408, Peoples R China.
Authors:  Wang CY(王春雨);  Xu ZY(许昭越);  Zhang XL(张鑫磊);  Wang SZ(王士召)
Adobe PDF(1489Kb)  |  Favorite  |  View/Download：197/56  |  Submit date：2023/04/20
Bayesian optimization  Hybrid acquisition strategy  Gaussian processes  Flapping wing  Micro air vehicles  
Artificial neural network based response surface for data-driven dimensional analysis 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 459, 页码: 19./通讯作者：Wang, Shizhao
Authors:  Xu ZY(许昭越);  Zhang XL(张鑫磊);  Wang SZ(王士召);  He GW(何国威)
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Artificial neural network  Response surface  Data-driven dimensional analysis  Machine learning  Fluid-structure interaction  
Stretchable Electronic Facial Masks for Sonophoresis 期刊论文
ACS NANO, 2022, 卷号: 16, 期号: 4, 页码: 5961-5974./通讯作者：Su, Yewang
Authors:  Li S(李爽);  Xu, Jingwen;  Li, Rui;  Wang YK(王永康);  Zhang MY(张懋熠);  Li, Jie;  Yin SZ(尹世珍);  Liu GD(刘国栋);  Zhang LJ(张丽娟);  Li, Baoqiang;  Gu, Qi;  Su YW(苏业旺)
Adobe PDF(12985Kb)  |  Favorite  |  View/Download：264/148  |  Submit date：2022/08/10
flexible electronics  stretchable electronics  facial masks  sonophoresis  transdermal drug delivery