Hidden field discovery of turbulent flow over porous media using physics-informed neural networks

Engineering

• Turbulent Flow 100%
• Physics Informed Neural Network 100%
• Network Model 40%
• Flow Distribution 40%
• Computational Fluid Dynamics 30%
• Reynolds' Number 20%
• Reynolds-Averaged Navier-Stokes 20%
• Domain Decomposition 20%
• Streamwise 10%
• Turbulent Kinetic Energy 10%
• Porous Region 10%
• Relative Difference 10%
• Error Norm 10%
• Channelling 10%
• High Reynolds Number 10%
• Neural Network Approach 10%
• Shear Layer 10%
• Porosity 10%
• Artificial Neural Network 10%