This project focuses on an application of network science to the field of cosmology, one of the less well-explored cross-domain collaborations. Cosmological simulations aim to reproduce the evolution of the universe, from its early homogeneous state 13.8 billion years ago, to the current highly inhomogeneous arrangement of galaxies separated by large voids of intergalactic space. In recent year...