{
  "stack": "jepa-critic-rul",
  "benchmark": "NASA C-MAPSS",
  "checkpoints": {
    "jepa": {
      "path": "checkpoints/jepa/jepa_epoch0003.pt",
      "config": "configs/jepa_cmapss_fd123_plus_fd004_unlabeled.yaml",
      "epoch": 3,
      "notes": "FD123 + unlabeled FD004 JEPA pretrain"
    },
    "critic": {
      "path": "checkpoints/critic/vulcan_epoch0030.pt",
      "config": "configs/critic_cmapss_fd1234_jepa.yaml",
      "epoch": 30,
      "val_f1_approx": 0.9697,
      "notes": "JEPA-initialized FD1234 energy critic; use for scan and RUL energy fusion"
    },
    "rul": {
      "path": "checkpoints/rul/rul_sequence.pt",
      "config": "configs/rul_sota_cmapss.yaml",
      "best_epoch": 54,
      "test_rmse": 12.485,
      "test_mae": 8.963,
      "nasa_score": 294.6,
      "notes": "FD001 TCN+Transformer RUL, best validation checkpoint reloaded"
    }
  },
  "github": "https://github.com/Sph3inz/Diagnostic-Graph-PDM"
}