25 citations · 25 across the 1 of their papers we have counts for
4 papers
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…
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…
The Evolution of Turbulent Micro-vortices and their Effect on Convection Heat Transfer in Porous Media
Ching-Wei Huang, Vishal Srikanth, Andrey V. Kuznetsov
New insight into the contribution of the microscale vortex evolution towards convection heat transfer in porous media is presented in this paper. The objective is to determine how…
Symmetry-Breaking of Turbulent Flow in Porous Media Composed of Periodically Arranged Solid Obstacles
V. Srikanth, C. W. Huang, T. S. Su +1
Microscale turbulence in porous media is a new physical phenomenon that exhibits unique properties unlike those in classical turbulence flows. At low values of porosity, the surfac…