Selected(0)Clear
Items/Page: Sort: |
| 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:20/0  |  Submit date:2024/05/14 |
| 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:75/7  |  Submit date:2023/11/28 Machine learning Turbulence modeling Ensemble Kalman inversion Physical interpretability |
| Excellent dynamic properties and corresponding deformation mechanisms in a microband-induced plasticity steel with dual-heterogeneous structure 期刊论文 JOURNAL OF MATERIALS RESEARCH AND TECHNOLOGY-JMR&T, 2023, 卷号: 27, 页码: 5350-5359 Authors: Zhang SD(张胜德); Wang, Wei; Yang MX(杨沐鑫); Wu XL(武晓雷); Yuan FP(袁福平) Adobe PDF(21775Kb)  |  Favorite  |  View/Download:65/11  |  Submit date:2024/01/02 Microband-induced plasticity Dynamic properties Dual-heterogeneous structures Strain hardening Dynamic grain refinement Strain rate effect |
| Multiscale analysis of a very long wind turbine wake in an atmospheric boundary layer 期刊论文 PHYSICAL REVIEW FLUIDS, 2023, 卷号: 8, 期号: 10, 页码: 27 Authors: Zhang FS(张风顺); Yang XL(杨晓雷); He GW(何国威) Adobe PDF(11191Kb)  |  Favorite  |  View/Download:116/8  |  Submit date:2023/12/11 |
| 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:122/10  |  Submit date:2023/09/26 Explainability Ensemble Kalman method Turbulence model Axial compressor rotor Neural network Machine learning |
| A novel evaluation method for high cycle and very high cycle fatigue strength 期刊论文 ENGINEERING FRACTURE MECHANICS, 2023, 卷号: 290, 页码: 109482 Authors: Wu H(仵涵); Sun CQ(孙成奇); Xu, Wei; Chen, Xin; Wu XL(武晓雷) Adobe PDF(2406Kb)  |  Favorite  |  View/Download:76/11  |  Submit date:2023/09/05 Continuous runout method Fatigue strength Metallic materials High cycle fatigue Very high cycle fatigue |
| 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:60/7  |  Submit date:2023/09/05 Ensemble Kalman method Turbulence modeling Direct data Indirect data |
| Effects of layer thickness on deformation-induced martensite transformation and tensile behaviors in a multilayer laminate 期刊论文 JOURNAL OF MATERIALS RESEARCH AND TECHNOLOGY-JMR&T, 2023, 卷号: 25, 页码: 5340-5351 Authors: Liu YK(刘琰珂); Tan GH(覃郭灏); Wang, Wei; Ma, Yan; Yang MX(杨沐鑫); Jiao, Sihai; Wu XL(武晓雷); Yuan FP(袁福平) Adobe PDF(8029Kb)  |  Favorite  |  View/Download:109/11  |  Submit date:2023/11/28 Multilayer laminates Layer thickness Strain gradients Strain hardening Deformation-induced martensite transformation Dislocation behavior |
| 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 |
| 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 Authors: Xu ZY(许昭越); Zhang XL(张鑫磊); Wang SZ(王士召); He GW(何国威) Adobe PDF(2241Kb)  |  Favorite  |  View/Download:396/38  |  Submit date:2022/07/18 Artificial neural network Response surface Data-driven dimensional analysis Machine learning Fluid-structure interaction |