This document summarizes Matthew Thickitt's master's thesis project which used computational simulations to study nuclear reaction rates in novae. Specifically, it investigated how varying reaction rates affected abundances in the HCNO-II and HCNO-III cycles in 1 MSun CO and 1.25 MSun ONe novae profiles. It also examined the temperature dependence and dominance of narrow resonances in the astrophysically important F18(p,ฮฑ)O15 reaction using data from a study by Laird et al. The results supported the validity of the computational codes used and findings from previous studies on this reaction.