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| A cluster analysis-based shock wave pattern recognition method for two-dimensional inviscid compressible flows 期刊论文 Journal of Computational Physics, 2024, 页码: 33 作者: Chang SY(常思源); Liu J(刘君); Cui K(崔凯) Adobe PDF(5606Kb)  |  收藏  |  浏览/下载:42/8  |  提交时间:2024/03/18 |
| 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:89/0  |  提交时间:2023/08/21 |
| 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 |
| 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 作者: Zhang XL(张鑫磊); Xiao, Heng; Luo, Xiaodong; He GW(何国威) Adobe PDF(7111Kb)  |  收藏  |  浏览/下载:37/0  |  提交时间:2023/09/05 Ensemble Kalman method Turbulence modeling Direct data Indirect data |
| A cache-efficient reordering method for unstructured meshes with applications to wall-resolved large-eddy simulations 期刊论文 JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 480, 页码: 112009 作者: Liu Y(刘毅); Wang HP(王洪平); Wang SZ(王士召); He GW(何国威) Adobe PDF(9368Kb)  |  收藏  |  浏览/下载:74/0  |  提交时间:2023/06/15 Large -eddy simulations Unstructured mesh High performance computing Mesh reordering Cache utilization |
| An interface-resolved phase-change model based on velocity decomposition 期刊论文 JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 475, 页码: 28 作者: Lu M(卢敏); Yang ZX(杨子轩); He GW(何国威) Adobe PDF(3953Kb)  |  收藏  |  浏览/下载:147/0  |  提交时间:2023/02/20 Phase-change model Velocity decomposition Multi-phase flow |
| A unified stochastic particle method based on the Bhatnagar-Gross-Krook model for polyatomic gases and its combination with DSMC 期刊论文 JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 471, 页码: 21 作者: Fei,Fei; Hu Y(胡远); Jenny,Patrick Adobe PDF(2942Kb)  |  收藏  |  浏览/下载:153/32  |  提交时间:2022/11/21 Stochastic particle method BGK model DSMC Polyatomic gas Multiscale flows |
| 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 作者: Xu ZY(许昭越); Zhang XL(张鑫磊); Wang SZ(王士召); He GW(何国威) Adobe PDF(2241Kb)  |  收藏  |  浏览/下载:340/31  |  提交时间:2022/07/18 Artificial neural network Response surface Data-driven dimensional analysis Machine learning Fluid-structure interaction |