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Xie Chenyue
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Modeling subgrid-scale forces by spatial artificial neural networks in large eddy simulation of turbulence
C Xie, J Wang, E Weinan
Physical Review Fluids 5 (5), 054606, 2020
1082020
Artificial neural network mixed model for large eddy simulation of compressible isotropic turbulence
C Xie, J Wang, H Li, M Wan, S Chen
Physics of Fluids 31 (8), 2019
1052019
Deconvolutional artificial neural network models for large eddy simulation of turbulence
Z Yuan, C Xie, J Wang
Physics of Fluids 32 (11), 2020
832020
Artificial neural network-based nonlinear algebraic models for large eddy simulation of turbulence
C Xie, Z Yuan, J Wang
Physics of Fluids 32 (11), 2020
762020
Modeling subgrid-scale force and divergence of heat flux of compressible isotropic turbulence by artificial neural network
C Xie, K Li, C Ma, J Wang
Physical Review Fluids 4 (10), 104605, 2019
612019
Artificial neural network approach to large-eddy simulation of compressible isotropic turbulence
C Xie, J Wang, K Li, C Ma
Physical Review E 99 (5), 053113, 2019
612019
Artificial neural network-based subgrid-scale models for large-eddy simulation of turbulence
X Chenyu, Y Zelong, W Jianchun, W Minping, C Shiyi
Chinese Journal of Theoretical and Applied Mechanics 53 (1), 1-16, 2021
412021
Effect of shock waves on the statistics and scaling in compressible isotropic turbulence
J Wang, M Wan, S Chen, C Xie, S Chen
Physical Review E 97 (4), 043108, 2018
372018
Cascades of temperature and entropy fluctuations in compressible turbulence
J Wang, M Wan, S Chen, C Xie, LP Wang, S Chen
Journal of Fluid Mechanics 867, 195-215, 2019
362019
Artificial neural network-based spatial gradient models for large-eddy simulation of turbulence
Y Wang, Z Yuan, C Xie, J Wang
AIP Advances 11 (5), 2021
352021
Spatially multi-scale artificial neural network model for large eddy simulation of compressible isotropic turbulence
C Xie, J Wang, H Li, M Wan, S Chen
AIP Advances 10 (1), 2020
352020
Effects of compressibility and Atwood number on the single-mode Rayleigh-Taylor instability
T Luo, J Wang, C Xie, M Wan, S Chen
Physics of fluids 32 (1), 2020
352020
Effect of flow topology on the kinetic energy flux in compressible isotropic turbulence
J Wang, M Wan, S Chen, C Xie, Q Zheng, LP Wang, S Chen
Journal of Fluid Mechanics 883, A11, 2020
342020
A modified optimal LES model for highly compressible isotropic turbulence
C Xie, J Wang, H Li, M Wan, S Chen
Physics of Fluids 30 (6), 2018
342018
Spatial artificial neural network model for subgrid-scale stress and heat flux of compressible turbulence
C Xie, J Wang, H Li, M Wan, S Chen
Theoretical and Applied Mechanics Letters 10 (1), 27-32, 2020
272020
Dynamic iterative approximate deconvolution models for large-eddy simulation of turbulence
Z Yuan, Y Wang, C Xie, J Wang
Physics of Fluids 33 (8), 2021
242021
Deconvolutional artificial-neural-network framework for subfilter-scale models of compressible turbulence
Z Yuan, Y Wang, C Xie, J Wang
Acta Mechanica Sinica 37 (12), 1773-1785, 2021
172021
Artificial neural network approach for turbulence models: A local framework
C Xie, X Xiong, J Wang
Physical Review Fluids 6 (8), 084612, 2021
172021
A dynamic spatial gradient model for the subgrid closure in large-eddy simulation of turbulence
Y Wang, Z Yuan, C Xie, J Wang
Physics of Fluids 33 (7), 2021
152021
Retarding viscous Rayleigh-Taylor mixing by an optimized additional mode
CY Xie, JJ Tao, ZL Sun, J Li
Physical Review E 95 (2), 023109, 2017
142017
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