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| Physical interpretation of neural network-based nonlinear eddy viscosity models 期刊论文 AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 142, 页码: 13 作者: Zhang XL(张鑫磊); Xiao, Heng; Jee, Solkeun; He GW(何国威) Adobe PDF(5699Kb)  |  收藏  |  浏览/下载:45/0  |  提交时间:2023/11/28 Machine learning Turbulence modeling Ensemble Kalman inversion Physical interpretability |
| 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 作者: Wu CT(吴楚畋); Wang SZ(王士召); Zhang XL(张鑫磊); He GW(何国威) Adobe PDF(3908Kb)  |  收藏  |  浏览/下载:83/0  |  提交时间:2023/09/26 Explainability Ensemble Kalman method Turbulence model Axial compressor rotor Neural network Machine learning |
| Combining direct and indirect sparse data for learning generalizable turbulence models 期刊论文 JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 489, 页码: 112272 作者: Zhang XL(张鑫磊); Xiao, Heng; Luo, Xiaodong; He GW(何国威) Adobe PDF(7111Kb)  |  收藏  |  浏览/下载:37/0  |  提交时间:2023/09/05 Ensemble Kalman method Turbulence modeling Direct data Indirect data |
| Learning Neural-Network-Based Turbulence Models for External Transonic Flows Using Ensemble Kalman Method 期刊论文 AIAA JOURNAL, 2023 作者: Liu Y(刘毅); Zhang XL(张鑫磊); He GW(何国威) Adobe PDF(8757Kb)  |  收藏  |  浏览/下载:53/0  |  提交时间:2023/06/15 |
| 集合卡尔曼方法及其在湍流建模中的应用 期刊论文 气动研究与试验, 2023, 卷号: 1, 期号: 01, 页码: 34-44 作者: 张鑫磊; 刘毅; 何国威 Adobe PDF(1964Kb)  |  收藏  |  浏览/下载:66/28  |  提交时间:2023/08/02 湍流建模 集合卡尔曼方法 机器学习 数据同化 不确定性量化 |
| Bayesian optimization for the spanwise oscillation of a gliding flat plate 期刊论文 OPTIMIZATION AND ENGINEERING, 2023 作者: Wang CY(王春雨); Xu ZY(许昭越); Zhang XL(张鑫磊); Wang SZ(王士召) Adobe PDF(1489Kb)  |  收藏  |  浏览/下载:58/2  |  提交时间:2023/04/20 Bayesian optimization Hybrid acquisition strategy Gaussian processes Flapping wing Micro air vehicles |
| 电磁弹射微重力装置的仿真分析 期刊论文 力学与实践, 2022, 卷号: 44, 期号: 06, 页码: 1381-1393 作者: 张建泉; 董文博; 张永康; 张鑫; 李绪志; 安翼; 吴晗; 陈启生 Adobe PDF(2910Kb)  |  收藏  |  浏览/下载:353/23  |  提交时间:2023/02/09 微重力装置 电磁弹射 动力学与控制 气动力分析 轮轨振动分析 |
| Synchrotron X-ray based particle image velocimetry to measure multiphase streamflow and densitometry 期刊论文 RADIATION PHYSICS AND CHEMISTRY, 2022, 卷号: 200, 页码: 8 作者: Ge,Mingming; Sun,Chuanyu; Zhang XL(张鑫磊); CoutierDelgosha,Olivier; Zhang,Guangjian Adobe PDF(3993Kb)  |  收藏  |  浏览/下载:131/25  |  提交时间:2022/11/21 X-ray image processing X-ray attenuation technique Vapor volume fraction Particle image velocimetry Multiphase flow measurement |
| 氨燃料吸气式变循环发动机性能分析 期刊论文 力学学报, 2022, 卷号: 54, 页码: 16 作者: 张鑫; 陆阳; 程迪; 范学军 Adobe PDF(1309Kb)  |  收藏  |  浏览/下载:221/41  |  提交时间:2022/10/17 氨 涡轮模态 预冷模态 冲压模态 当量总热沉 当量热值 |
| Ensemble Kalman method for learning turbulence models from indirect observation data 期刊论文 JOURNAL OF FLUID MECHANICS, 2022, 卷号: 949 作者: Zhang XL(张鑫磊); Xiao, Heng; Luo, Xiaodong; He GW(何国威) Adobe PDF(1302Kb)  |  收藏  |  浏览/下载:134/36  |  提交时间:2022/10/23 turbulence modelling machine learning |