HiLiftAeroML: score reproduction and paper checkpoints

Version 1.0.0.</p><p dir="ltr"><br></p><p dir="ltr">The CPU package replays retained score reductions for 23 model-split records and 8,142 case evaluations using only the Python standard library. The checkpoint package contains all 46 matching GeoTransolver/Transolver model exports, 23 surface normalizers, configurations, constructor metadata and the HiLift training recipe.

Both packages include manifests and SHA-256 checksums.</p><p dir="ltr"><br></p><p dir="ltr">The paper uses a preliminary version of the FluidsBench evaluation metrics, with the scoring code frozen to revision e19809a194ee1cbc4b16d4212574f8f4d921cc40 for this study. These metrics may differ from the final FluidsBench release. The included FluidsBench source is limited to the scoring module used by the replay and its license.</p><p dir="ltr"><br></p><p dir="ltr">Verified scope: reduction of retained per-case field statistics, coefficient pairs and profile R2 into the checked aggregate metrics.