My PhD thesis focused on combinatoric graphic theory, and in particular exploring the relationship between Laplacian-based system dynamics and network structure with applications in control theory and the social sciences. Forthcoming work, also developed during my PhD, proposes a novel and highly efficient approach for the approximation of steady state solutions for large iterative systems.