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physics.flu-dyn2026
What We Can Learn From DNS of Turbulence in Porous Media: Modeling Turbulent Flow in Composite Porous/Fluid Domains
A. V. Kuznetsov
Our recently published papers reporting results of Direct Numerical Simulation (DNS) of forced convection flows in porous media suggest that in a porous medium the size of turbulen…
physics.flu-dyn2026
Effect of Microscale Turbulent Structures Dynamics on Forced Convection in Turbulent Porous Media Flow
Ching-Wei Huang, Vishal Srikanth, Andrey V. Kuznetsov
The influence of microscale flow structures (smaller than the pore size) on turbulent heat transfer in porous media has not been yet investigated. The goal of this study is to dete…
physics.flu-dyn2026
Turbulent Microscale Flow Field Prediction In Porous Media Using Convolutional Neural Networks
Vishal Srikanth, Ching-Wei Huang, Ryan Harradine +1
Turbulence modeling in porous media can be greatly improved by combining high-resolution numerical methods with modern data-driven techniques. The development of accurate macroscal…