Attention-enhanced neural network models for turbulence simulation W Peng, Z Yuan, J Wang Physics of Fluids 34 (2), 2022 | 45 | 2022 |
Fourier neural operator approach to large eddy simulation of three-dimensional turbulence Z Li, W Peng, Z Yuan, J Wang Theoretical and Applied Mechanics Letters 12 (6), 100389, 2022 | 34 | 2022 |
Linear attention coupled Fourier neural operator for simulation of three-dimensional turbulence W Peng, Z Yuan, Z Li, J Wang Physics of Fluids 35 (1), 2023 | 18 | 2023 |
Learning aerodynamics with neural network W Peng, Y Zhang, E Laurendeau, MC Desmarais Scientific Reports 12 (1), 6779, 2022 | 13 | 2022 |
Spatial convolution neural network for efficient prediction of aerodynamic coefficients W Peng, Y Zhang, M Desmarais AIAA Scitech 2021 Forum, 0277, 2021 | 11 | 2021 |
Long-term predictions of turbulence by implicit U-Net enhanced Fourier neural operator Z Li, W Peng, Z Yuan, J Wang Physics of Fluids 35 (7), 2023 | 10 | 2023 |
Fourier neural operator for real-time simulation of 3D dynamic urban microclimate W Peng, S Qin, S Yang, J Wang, X Liu, LL Wang Building and Environment 248, 111063, 2024 | 5 | 2024 |
Deep neural network for airfoil optimization W Peng, Y Zhang, M Desmarais AIAA Scitech 2022 Forum, 0801, 2022 | 2 | 2022 |
Toward a Better Understanding of Fourier Neural Operators: Analysis and Improvement from a Spectral Perspective S Qin, F Lyu, W Peng, D Geng, J Wang, N Gao, X Liu, LL Wang arXiv preprint arXiv:2404.07200, 2024 | | 2024 |
Fourier neural operator for large eddy simulation of compressible Rayleigh-Taylor turbulence T Luo, Z Li, Z Yuan, W Peng, T Liu, J Wang arXiv preprint arXiv:2404.05834, 2024 | | 2024 |
A transformer-based neural operator for large-eddy simulation of turbulence Z Li, T Liu, W Peng, Z Yuan, J Wang arXiv preprint arXiv:2403.16026, 2024 | | 2024 |
Prediction of turbulent channel flow using Fourier neural operator-based machine-learning strategy Y Wang, Z Li, Z Yuan, W Peng, T Liu, J Wang arXiv preprint arXiv:2403.03051, 2024 | | 2024 |