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This PR extends the existing opt-in checkpointing infrastructure to support
simulation-time–based triggers.

Checkpoints are written when a configurable amount of simulation time has
elapsed, using the existing NetCDF output and restart-compatible format.
The feature is deterministic, physics-aligned, and fully backward compatible.

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