WORLD SUPERCOMPUTING

Climate & weather

How much of the model can scale together?

LARGE COUPLED MODELS

Frame the workload.

A finer mesh can increase communication, memory and output requirements together. Start with a representative model configuration, a useful forecast window and an agreed accuracy target.

System considerations

Measure domain decomposition, halo exchange and solver time before increasing node count. Keep initial-condition ensembles separate from the scaling of one simulation.

Evidence to bring

  • Fixed mesh and model version
  • Runtime split between compute, communication and I/O
  • Forecast deadline and acceptable error

This is an illustrative research or industry context, not an available World Supercomputing service or a promised scientific outcome.

PRIMARY SOURCES · CHECKED 9 NOVEMBER 2026

NERSC: parallelism →Living documentation; checked 2026-11-09 · Strong scaling fixes total problem size; weak scaling fixes work per processor.

NERSC: job best practices →Living documentation; checked 2026-11-09 · Facility-specific operational guidance; use local site policies for actual jobs.