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Add deterministic benchmark splits

#1
by neashton - opened

Adds eight deterministic train/validation/test split families, including nested data-efficiency subsets and geometry, drag-regime, and image-wake OOD protocols. Includes the manifest, academic methods documentation, explicit treatment of five unavailable per-run assets, derived metrics, figures, and reproducibility scripts.

Publishing the validated draft for merge.

neashton changed pull request status to open

Validated manifest integrity, flat-layout regeneration, explicit missing-asset treatment, documentation links, figures, PDF rendering, and file-by-file remote hashes.

neashton changed pull request status to merged

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