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AviadCoh/vesuvius-physical-fusion-pilot

Vesuvius finite-thickness fusion pilot This is the preregistered eight-cell handoff requested by Jinho Jeong in ScrollPrize/villa issue #191. It is designed to measure whether a frozen Vesuvius surface checkpoint keeps neighbouring finite-thickness sheets separated as their true air gap closes. Fixed design painter: 2c483dd checkpoint: scrollprize/surface_recto_059_redo, Model_epoch499.pth papyrus level 90; noise sigma 6 fixed 150 µm sheets; 30 µm voxels; 12… See the full description on the dataset page: https://huggingface.co/datasets/AviadCoh/vesuvius-physical-fusion-pilot.

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Vesuvius finite-thickness fusion pilot

This is the preregistered eight-cell handoff requested by Jinho Jeong in ScrollPrize/villa issue #191. It is designed to measure whether a frozen Vesuvius surface checkpoint keeps neighbouring finite-thickness sheets separated as their true air gap closes.

Fixed design

  • —painter: `2c483dd`
  • —checkpoint: scrollprize/surface_recto_059_redo, Model_epoch499.pth
  • —papyrus level 90; noise sigma 6
  • —fixed 150 µm sheets; 30 µm voxels; 12 columns; 8 mm Z window
  • —pitches 300, 250, 200, and 160 µm
  • —independent generation seeds 0 and 1
  • —frozen 192³ tiled inference at 50% step, no test-time augmentation

Each NPZ contains exactly three arrays in ZYX order:

KeyDtypeMeaning
probfloat16Frozen checkpoint foreground probability
gt_surfaceuint8Exact finite-thickness material mask
turn_idint161-based winding-turn instance; 0 is air

The preregistered downstream readout is fusion rate over neighbour-sheet sites and false-split rate over single-sheet controls at thresholds 0.4, 0.5, and 0.6. Recall and near-sheet AUC in manifest.json are secondary descriptive metrics, not the primary endpoint.

Integrity

manifest.json pins the painter, Villa revision, inference harness, checkpoint, generated input volumes, output arrays, and NPZ files by SHA-256. Its SHA-256 is:

text
506f3353ba834bcdb839cf4000d2ec6b1a18e074ce1fb9c10dce24696e7299dd

The local independent validator reported ALL CHECKS PASSED: 156.

bash
python validate_outputs.py .

Scope

These are analytic synthetic volumes with exact instance labels. They support a controlled fusion-versus-gap measurement; they do not estimate accuracy on real scroll data and do not establish that any predicted sheet is scientifically correct.