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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 |
| DeepStSNet: Reconstructing the quantum state-resolved thermochemical nonequilibrium flowfield using deep neural operator learning with scarce data 期刊论文 JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 491, 页码: 112344 作者: Lv JQ(吕家琦); Hong QZ(洪启臻); Wang XY(王小永); Mao, Zhiping; Sun QH(孙泉华) Adobe PDF(5558Kb)  |  收藏  |  浏览/下载:64/0  |  提交时间:2023/09/26 Hypersonic Thermochemical nonequilibrium State-to-state approach Deep learning Multiphysics Data assimilation |
| RelaxNet: A structure-preserving neural network to approximate the Boltzmann collision operator 期刊论文 JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 490, 页码: 112317 作者: Xiao TB(肖天白); Frank, Martin Adobe PDF(5203Kb)  |  收藏  |  浏览/下载:34/0  |  提交时间:2023/09/05 Kinetic theory Computational fluid dynamics Scientific machine learning Artificial neural network |
| Adaptive transfer learning for PINN 期刊论文 Journal of Computational Physics, 2023, 卷号: 490, 页码: 1 - 29 作者: Liu Y(刘洋); Liu W(刘文); Yan XS; Guo SQ(郭帅旗); Zhang CA(张陈安) Adobe PDF(5571Kb)  |  收藏  |  浏览/下载:91/0  |  提交时间:2023/08/21 |
| 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:84/0  |  提交时间:2023/09/26 Explainability Ensemble Kalman method Turbulence model Axial compressor rotor Neural network Machine learning |
| Predicting continuum breakdown with deep neural networks 期刊论文 JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 489, 页码: 112278 作者: Xiao TB(肖天白); Schotthoefer, Steffen; Frank, Martin Adobe PDF(3004Kb)  |  收藏  |  浏览/下载:29/0  |  提交时间:2023/09/05 Computational fluid dynamics Kinetic theory Boltzmann equation Multi-scale method Deep learning |
| Study of the effects of hydraulic fractures on gas and water flow in shale gas reservoirs 期刊论文 Energy Sources, Part A: Recovery Utilization and Environmental Effects, 2023, 卷号: 45, 期号: 3, 页码: 9540-9551 作者: Wan YJ; Chen ZY; Shen WJ (沈伟军); Kuang ZX; Liu XH; Guo W; Hu Y 浏览  |  Adobe PDF(1984Kb)  |  收藏  |  浏览/下载:488/92  |  提交时间:2019/11/15 Shale gas reservoir hydraulic fracture sensitivity analysis gas desorption water retention gas production |
| Force measurement using strain-gauge balance in shock tunnel based on deep learning 期刊论文 CHINESE JOURNAL OF AERONAUTICS, 2023, 卷号: 36, 期号: 8, 页码: 43-53 作者: Nie SJ(聂少军); Wang YP(汪运鹏); Jiang ZL(姜宗林) Adobe PDF(2346Kb)  |  收藏  |  浏览/下载:21/2  |  提交时间:2024/02/26 Convolutional neural net-works Deep learning Frequency domain analysis Force measurement Time domain analysis Recurrent neural networks |
| Investigation of particle size impact on dense particulate flows in a vertical pipe 期刊论文 PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 7, 页码: 73302 作者: Ren WL(任万龙); Zhang XH(张旭辉); Zhang Y(张岩); Li P(李鹏); Lu XB(鲁晓兵) Adobe PDF(2756Kb)  |  收藏  |  浏览/下载:57/1  |  提交时间:2023/09/05 |
| 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 作者: 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)  |  收藏  |  浏览/下载:60/3  |  提交时间:2023/09/05 |