Astrophysics is one of the leading fields in the use of computational power to understand complex phenomena. Simulations can constrain theories and be matched to observations on a large range of scales: from relativistic binaries, accretion disks, and star forming regions, to star clusters, whole galaxies, and cosmological volumes of the Universe.