The discovery of material properties at extremes, which are essential for high energy density physics development, requires the most advanced experimental facilities, theories, and computations. Nowadays, it is possible to model matter in such conditions using state-of-the-art functional theory (DFT) or path-integral Monte Carlo approaches with remarkable precision. However, fundamental computa...