This document presents a large eddy simulation (LES) analysis of swirling flows in gas turbine swirl burners, highlighting their advantages in flame stability and fuel-air mixing. It explores the physics of swirl jet dynamics, the numerical methods used for turbulence modeling, and the geometrical configurations of the burner setup. The findings indicate effective capturing of vortex structures and flow characteristics, validating the LES approach against experimental data while demonstrating low emissions during combustion.