The Underworld code is built for investigating Geodynamic processes at various length and timescales. To adequately model these processes one must be able to numerically resolve these area of investigation using HPC machines with algorithms that scale appropriately.
This is a companion discussion topic for the original entry at https://www.underworldcode.org/articles/scaling-in-underworld/