|
Selected(0)Clear
Items/Page: Sort: |
| 基于融合物理神经网络的稀疏数据挖掘应用及算法研究 学位论文
硕士论文，北京: 中国科学院大学, 2024
Authors: 许盛峰
 Adobe PDF(22342Kb) |  Favorite | View/Download：45/6 | Submit date：2024/06/04
融合物理神经网络，物理信息神经网络，流场重构，稀疏数据挖掘，并行计算，数据标准化 |
| 粗糙壁湍流的机理和大涡模拟壁模型 学位论文
博士论文，北京: 中国科学院大学, 2024
Authors: li shilong
Adobe PDF(60685Kb) | Favorite | View/Download：49/10 | Submit date：2024/05/23
粗糙壁湍流 壁模型 大涡模拟 分离流动 深度神经网络 |
| 携带颗粒各向同性湍流大涡模拟数据驱动的亚格子模型 学位论文
硕士论文，北京: 中国科学院大学, 2024
Authors: 谭江涛
Adobe PDF(12149Kb) | Favorite | View/Download：38/4 | Submit date：2024/06/04
大涡模拟,线性化模型,亚格子模型,惯性颗粒聚团,人工神经网络 |
| 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 |
| Artificial Neural Network Modeling Small-Scale Turbulence of IsotropicTurbulent Flows 会议论文
IUTAM Symposium on Turbulent Structure and Particles-Turbulence Interaction, 中国兰州, 2023-7-7至2023-7-11
Authors: Tan JT(谭江涛); Jin GD(晋国栋)
Favorite | View/Download：10/0 | Submit date：2024/06/04 |
| 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 |
| 复杂湍流的大涡模拟建模与应用研究 学位论文
博士论文，北京: 中国科学院大学, 2023
Authors: 齐涵
Adobe PDF(16629Kb) | Favorite | View/Download：240/14 | Submit date：2023/06/26
大涡模拟，亚格子模型，亚格子螺旋度，亚格子动能，转捩 |
