Welcome to the MacArt Reacting Turbulence Lab at the University of Notre Dame.

We seek to understand and model the complex interactions of turbulent flow with chemical heat release. We develop and use software for high-performance numerical simulations and deep learning (DL) flow modeling. These include direct numerical simulations (DNS), large-eddy simulation (LES) and Reynolds-averaged Navier–Stokes (RANS) simulations both with and without DL models. Our applications of interest span a range of engineering systems from gas turbines to hypersonic propulsion.