This review focuses on recent advancements in data-driven methods for analyzing flow and
transport in porous media, which are showing promising potential for applications in energy …

An annular liquid sheet sheared by a coaxial supersonic gas stream with a swirling effect is
investigated using Large Eddy Simulation. Despite its wide applications in aerospace and …

Numerical simulation is an important tool for understanding the physics of flows in porous
media and for making predictions. The state of the art of multiscale modeling and simulation …

While data-driven analysis has demonstrated significant success in single-phase flow
systems, its application to multi-phase flows has been relatively limited with fewer examples …

Turbulent flow over permeable interfaces is omnipresent featuring complex flow topology. In
this work, a data-driven, end-to-end machine learning model has been developed to model …

Driven by fundamental thermodynamic efficiency considerations, an emerging trend in the
energy and propulsion systems is that the working fluid operates at a pressure above the …

This study presents an automatic differentiation (AD)-based optimization framework for flow
control in compressible turbulent channel flows. We developed a fully differentiable …

We introduce an information-theoretic method for quantifying causality in chaotic systems.
The approach, referred to as IT-causality, quantifies causality by measuring the information …

Transpiration cooling is an active thermal protection system of increasing interest in
aerospace applications wherein a coolant is effused through a porous wall into a hot …

Turbulent flows over porous lattices consisting of rectangular cuboid pores are investigated
using scale-resolving direct numerical simulations. Beyond a certain threshold which is …