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Aerodynamic optimization of hypersonic blunted waveriders based on symbolic regression 期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2024, 卷号: 144, 页码: 18
作者:  Guo SQ(郭帅旗);  Liu W(刘文);  Zhang CA(张陈安);  Liu Y(刘洋);  Wang FM(王发民)
收藏  |  浏览/下载:24/0  |  提交时间:2024/02/05
Hypersonic waverider  Aerodynamic model  Symbolic regression  Bluntness effect  
Divide and Conquer: A Quick Scheme for Symbolic Regression 期刊论文
INTERNATIONAL JOURNAL OF COMPUTATIONAL METHODS, 2022, 卷号: 19, 期号: 08, 页码: 25
作者:  Luo ZT(罗长童);  Chen C(陈辰);  Jiang ZL(姜宗林)
Adobe PDF(204Kb)  |  收藏  |  浏览/下载:158/35  |  提交时间:2023/02/07
Symbolic regression  machine learning  divide and conquer  bi-correlation test  mathematical modeling  genetic programming  
Assessment of Regularized Ensemble Kalman Method for Inversion of Turbulence Quantity Fields 期刊论文
AIAA JOURNAL, 2022, 卷号: 60, 期号: 1, 页码: 3-13
作者:  Zhang XL(张鑫磊);  Xiao, Heng;  He GW(何国威)
Adobe PDF(1913Kb)  |  收藏  |  浏览/下载:215/60  |  提交时间:2022/01/24
Assimilation of disparate data for enhanced reconstruction of turbulent mean flows 期刊论文
COMPUTERS & FLUIDS, 2021, 卷号: 224, 页码: 14
作者:  Zhang, Xin-Lei;  Xiao, Heng;  He GW(何国威);  Wang SZ(王士召)
Adobe PDF(3374Kb)  |  收藏  |  浏览/下载:274/56  |  提交时间:2021/08/03
Turbulent flow reconstruction  Disparate data sources  Ensemble Kalman method  Data assimilation  
Intelligent modelling of clay compressibility using hybrid meta-heuristic and machine learning algorithms 期刊论文
GEOSCIENCE FRONTIERS, 2021, 卷号: 12, 期号: 1, 页码: 441-452
作者:  Zhang, Pin;  Yin, Zhen-Yu;  Jin, Yin-Fu;  Chan, Tommy H. T.;  Gao FP(高福平)
Adobe PDF(2604Kb)  |  收藏  |  浏览/下载:169/33  |  提交时间:2021/03/03
Compressibility  Clays  Machine learning  Optimization  Random forest  Genetic algorithm  
A Data-Correlation Model of Aerodynamic Heating Based on Globally Optimal Learning Method 会议论文
16th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2020), 西安,中国, 19-21 December 2020
作者:  Chen Z(陈阵);  Li S(李森);  Luo ZT(罗长童);  Jiang ZL(姜宗林)
Adobe PDF(1545Kb)  |  收藏  |  浏览/下载:148/40  |  提交时间:2021/02/01
Parameter-correlation study on shock-shock interaction using a machine learning method 期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2020, 卷号: 107, 页码: 106247
作者:  Peng J(彭俊);  Luo ZT(罗长童);  Han ZJ(韩子健);  Hu ZM(胡宗民);  Han GL(韩桂来);  Jiang ZL(姜宗林)
Adobe PDF(2818Kb)  |  收藏  |  浏览/下载:266/109  |  提交时间:2021/01/29
Shock-shock interaction  Machine learning  Hypersonic flow  Impinging jet  Genetic programming  Triple point  
A Multi-space Interrelation Theory for Correlating Aerodynamic Data from Hypersonic Ground Testing 会议论文
31st International Symposium on Shock Waves, Nagoya, Japan, 2017-07-9~14
作者:  Jiang ZL(姜宗林);  Luo ZT(罗长童)
Adobe PDF(377Kb)  |  收藏  |  浏览/下载:142/30  |  提交时间:2020/01/06
A Fast Mathematical Modeling Method for Aerodynamic-Heating Predictions 会议论文
31st International Symposium on Shock Waves, Nagoya, Japan, 2017-07-9~14
作者:  Luo ZT(罗长童);  Jiang ZL(姜宗林)
浏览  |  Adobe PDF(252Kb)  |  收藏  |  浏览/下载:164/33  |  提交时间:2020/01/06
A multilevel block building algorithm for fast modeling generalized separable systems 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2018, 卷号: 109, 页码: 25-34
作者:  Chen C(陈辰);  Luo ZT(罗长童);  Jiang ZL(姜宗林)
浏览  |  Adobe PDF(1112Kb)  |  收藏  |  浏览/下载:353/97  |  提交时间:2018/10/30
Symbolic Regression  Genetic Programming  Generalized Separability  Multilevel Block Building