Numerical simulation of turbulent shear flows are computationally demanding, but by taking advantage of the mechanics determining the nature of free shear flows, it is possible to develop inviscid vortex methods that permit large-scale flow simulations. The large amplitude Kelvin-Helmholtz instability of a relatively thin vorticity layer is studied in two and three dimensions using numerical simulations. For the two-dimensional problem the goal is the development of a vortex model that correctly includes viscous effects. As a first step, inviscid vortex sheet calculations are compared to fully viscous finite difference calculations of the Navier-Stokes equations. Results show that the inviscid regularization effectively reproduces many of t...