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| A feasibility study on applying meta-heuristic optimization and Gaussian process regression for predicting the performance of pantograph-catenary system 期刊论文
ACTA MECHANICA SINICA, 2024, 卷号: 40, 期号: 1, 页码: 12
Authors: Zhang MH(张莫晗); Yin B(银波) ; Sun ZX(孙振旭); Bai, Ye; Yang GW(杨国伟)
  Favorite | View/Download：61/0 | Submit date：2024/02/26
Pantograph-catenary system Gaussian process regression Surrogate model Physical-based model |
| Drag reduction using riblets downstream of a high Reynolds number inclined forward step flow 期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 12, 页码: 13
Authors: Wang YT(王业腾); Sun ZX(孙振旭); Ju SJ(鞠胜军); Guo DL(郭迪龙); Yin B(银波); Pan BY(潘博宇); Nan KW(南凯威); Yang GW(杨国伟)
 Adobe PDF(3403Kb) | Favorite | View/Download：36/1 | Submit date：2024/02/05 |
| Spatiotemporal parallel physics-informed neural networks: A framework to solve inverse problems in fluid mechanics 期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 6, 页码: 65141
Authors: Xu SF(许盛峰); Yan C(闫畅); Zhang, Guangtao; Sun ZX(孙振旭); Huang RF(黄仁芳); Ju SJ(鞠胜军); Guo DL(郭迪龙); Yang GW(杨国伟)
Adobe PDF(8047Kb) | Favorite | View/Download：68/5 | Submit date：2023/09/05 |
| Exploring hidden flow structures from sparse data through deep learning strengthened proper orthogonal decomposition 期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 3, 页码: 37119
Authors: Yan C(闫畅); Xu SF(许盛峰); Sun ZX(孙振旭); Guo DL(郭迪龙); Ju SJ(鞠胜军); Huang RF(黄仁芳); Yang GW(杨国伟)
Adobe PDF(11492Kb) | Favorite | View/Download：116/4 | Submit date：2023/04/20 |
| A practical approach to flow field reconstruction with sparse or incomplete data through physics informed neural network 期刊论文
ACTA MECHANICA SINICA, 2023, 卷号: 39, 期号: 3, 页码: 322302
Authors: Xu SF(许盛峰); Sun ZX(孙振旭); Huang RF(黄仁芳); Guo DL(郭迪龙); Yang GW(杨国伟); Ju SJ(鞠胜军)
Adobe PDF(4793Kb) | Favorite | View/Download：77/4 | Submit date：2023/04/20
Physics informed neural network Flow field reconstruction Particle image velocimetry Cosine annealing algorithm Experimental fluid dynamics |
| Aerodynamic optimization using passive control devices near the bogie cabin of high-speed trains 期刊论文
ACTA MECHANICA SINICA, 2022, 卷号: 38, 期号: 9, 页码: 16
Authors: Yao YF(姚永芳); Sun ZX(孙振旭); Li GB; Yang GW(杨国伟); Prapamonthon P; Guo Y(郭易); Wang MY(王梦莹)
Adobe PDF(4750Kb) | Favorite | View/Download：221/31 | Submit date：2022/07/18
Passive control devices Aerodynamic drag Slipstream Aerodynamic noise High-speed trains |
| Effect of surface roughness on the aerodynamics of a high-speed train subjected to crosswinds 期刊论文
ACTA MECHANICA SINICA, 2021, 页码: 14
Authors: Wang MY(王梦莹); Hashmi, S. A.; Sun ZX(孙振旭); Guo DL(郭迪龙); Vita, G.; Yang GW(杨国伟); Hemida, H.
Adobe PDF(2683Kb) | Favorite | View/Download：308/65 | Submit date：2021/08/16
High-speed train Surface roughness Crosswinds Aerodynamics Flow separation |
| Aerodynamic shape optimization of an urban maglev train 期刊论文
ACTA MECHANICA SINICA, 2021, 页码: 16
Authors: Sun ZX(孙振旭); Wang MY(王梦莹); Wei LY(魏涟漪); Kong FB; Yang GW(杨国伟)
Adobe PDF(2376Kb) | Favorite | View/Download：309/80 | Submit date：2021/06/15
Urban maglev train Aerodynamic characteristics Cross validation Kriging model Genetic algorithm |
| Influence of rectangular strips size on aerodynamic performance of a high-speed train subjected to crosswind 会议论文
Fluids Engineering Division Summer Meeting, FEDSM 2021, Virtual, Online, 10 August 2021 到 12 August 2021
Authors: Wang MY(王梦莹); Sun ZX(孙振旭); Ju SJ(鞠胜军); Yang GW(杨国伟)
Adobe PDF(1369Kb) | Favorite | View/Download：255/88 | Submit date：2021/11/30
Aerodynamic performance Crosswind High-speed train Orthogonal design Rectangular strips Variance analysis |
| Multi-objective design optimization of the combinational configuration of the upstream energy deposition and opposing jet for drag reduction in supersonic flows 期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2020, 卷号: 105, 页码: 10
Authors: Ju SJ(鞠胜军); Sun ZX(孙振旭); Yang GW(杨国伟); Prapamonthon P; Zhang JY
Adobe PDF(3818Kb) | Favorite | View/Download：429/108 | Submit date：2020/11/30
Optimization design Drag reduction Supersonic flow Energy deposition Opposing jet |
