Python, NumPy, HDF5

Problem

Simulations were run with implicit approximations that were well-understood individually but never documented collectively. Placeholder.

Approach

Built a metadata layer that made approximation choices explicit at each pipeline stage. Placeholder.

Outcome

Made it possible to reason about compound approximation error across the full pipeline. Placeholder.

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