A presentation at PGMO Days 2022 has showcased the advanced algorithmic capabilities of SMS++ which allowed to exploit HPC architectures to solve huge-scale stochastic programs corresponding to optimal dimensioning of the EU-wide energy system obtaining, in one instance, 600+% improvement in the total (investment + operational) cost.