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As a part of my research, I develop numerical methods which take advantage of high performance computing to improve our understanding of the evolution of non-equilibrium field theories. Here we simulate the formation of cosmic strings after inflation. This study has been carried out with a novel reheating lattice gauge field program called GFiRe: a Gauge Field integrator for Reheating.