Kou, Jiaqing
- Machine learning methods for turbulence modeling in subsonic flows over airfoils
2018/06/15 by Weiwei Zhang, Linyang Zhu, Zhang, Weiwei +5 · 3 citations
Engineering · Physics and Astronomy · #Aerodynamics and Acoustics in Jet Flows #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Model Reduction and Neural Networks
- Deep Learning for Multi-Fidelity Aerodynamic Distribution Modeling from Experimental and Simulation Data
2021/09/27 by Kai Li, Li, Kai, Jiaqing Kou +3 · 2 citations
Engineering · Physics and Astronomy · #Aerodynamics and Acoustics in Jet Flows #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Model Reduction and Neural Networks
- Aeroacoustic airfoil shape optimization enhanced by autoencoders
2022/09/30 by Kou, Jiaqing, Botero-Bolívar, Laura, Ballano, Román +4 · 2 citations
#FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn)
- PINN-MG: A Multigrid-Inspired Hybrid Framework Combining Iterative Method and Physics-Informed Neural Networks
2024/10/08 by Daiwei Dong, Dong, Daiwei, Wei Suo +5 · 2 citations
Computer Science · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Model Reduction and Neural Networks #Neural Networks and Applications
- Mode Multigrid - A novel convergence acceleration method
2018/02/25 by Yilang Liu, Weiwei Zhang, Liu, Yilang +3 · 1 citation
Engineering · Physics and Astronomy · #Computational Fluid Dynamics and Aerodynamics #Model Reduction and Neural Networks #Advanced Numerical Methods in Computational Mathematics