|
Selected(0)Clear
Items/Page: Sort: |
| Data augmented prediction of Reynolds stresses for flows around an axisymmetric body of revolution 期刊论文
OCEAN ENGINEERING, 2024, 卷号: 296, 页码: 14
Authors: Liu Y(刘毅); Wang SZ(王士召) ; Zhang XL(张鑫磊); He GW(何国威)
  Favorite | View/Download：30/0 | Submit date：2024/05/21
Ensemble Kalman method Machine learning Turbulence modeling SUBOFF model |
| Ensemble variational method with adaptive covariance inflation for learning neural network-based turbulence models 期刊论文
PHYSICS OF FLUIDS, 2024, 卷号: 36, 期号: 3, 页码: 21
Authors: Luo QY(罗清勇); Zhang XL(张鑫磊); He GW(何国威)
Favorite | View/Download：30/0 | Submit date：2024/05/14 |
| Hyper-parameter optimization for improving the performance of localization in an iterative ensemble smoother 期刊论文
GEOENERGY SCIENCE AND ENGINEERING, 2023, 卷号: 231, 页码: 20
Authors: Luo, Xiaodong; Cruz, William C.; Zhang XL(张鑫磊); Xiao, Heng
 Adobe PDF(5085Kb) | Favorite | View/Download：102/9 | Submit date：2024/01/08
Ensemble data assimilation Iterative ensemble smoother (IES) Automatic and adaptive localization (AutoAdaLoc) Parameterized localization Continuous hyper-parameter OPtimization (CHOP) |
| 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
Authors: Zhang XL(张鑫磊); Xiao, Heng; Jee, Solkeun; He GW(何国威)
Adobe PDF(5699Kb) | Favorite | View/Download：83/7 | Submit date：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
Authors: Wu CT(吴楚畋); Wang SZ(王士召); Zhang XL(张鑫磊); He GW(何国威)
Adobe PDF(3908Kb) | Favorite | View/Download：131/13 | Submit date：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
Authors: Zhang XL(张鑫磊); Xiao, Heng; Luo, Xiaodong; He GW(何国威)
Adobe PDF(7111Kb) | Favorite | View/Download：65/8 | Submit date：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
Authors: Liu Y(刘毅); Zhang XL(张鑫磊); He GW(何国威)
Adobe PDF(8757Kb) | Favorite | View/Download：59/0 | Submit date：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
Authors: 张鑫磊; 刘毅; 何国威
Adobe PDF(1964Kb) | Favorite | View/Download：96/47 | Submit date：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
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：97/12 | Submit date：2023/04/20
Bayesian optimization Hybrid acquisition strategy Gaussian processes Flapping wing Micro air vehicles |
| 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
Authors: Ge,Mingming; Sun,Chuanyu; Zhang XL(张鑫磊); CoutierDelgosha,Olivier; Zhang,Guangjian
Adobe PDF(3993Kb) | Favorite | View/Download：178/43 | Submit date：2022/11/21
X-ray image processing X-ray attenuation technique Vapor volume fraction Particle image velocimetry Multiphase flow measurement |
