Convection-resolving models allow to explicitly resolve deep convection at horizontal grid spacings of O(1 km). On current supercomputers, refining the grid spacing to the kilometer scale is computationally still extremely demanding, and therefore climate simulations at this resolution have so far largely been limited to sub-continental computational domains. However, new supercomputers that mix conventional multi-core CPUs and accelerators possess properties beneficial for climate codes.
