8 Surveys · 37.3M Sources · 319,226 pre-dedup rows (378,280 Path-C unique)
Survey Hub
Every astronomical survey processed by the anomaly-detection program, organized by publication readiness so catalog-grade results do not sit beside quarantined diagnostics without context.
Survey Readiness
The cards separate headline catalog inputs from cautionary baselines and quarantined experiments.
Publication-grade
The Dark Energy Spectroscopic Instrument first data release. Our flagship anomaly catalog — the first full-DR1-scale autoencoder search (~90x prior EDR work).
Extended Roentgen Survey with an Imaging Telescope Array first data release. First all-sky X-ray survey since the 1990s. Published catalog: 298 sources at S>0.259 (IsolationForest …
Planck 2018 CMB temperature + polarization map, analyzed as image patches. Native convolutional autoencoder with GAL080 galactic mask (|b|>=20 deg). Sky-region tier of the Path-C c…
Wide-field Infrared Survey Explorer NEOWISE reactivation. Path-C applies ecliptic-pole mask (|b_ecl|<80 deg), retaining 419/436 sources (96.1%). Mask injection-recovery: 100% speci…
Use with caveats
Sloan Digital Sky Survey Data Release 18. Three-threshold disclosure: 77,905 (cross-transfer top-1% continuity baseline), 19,253 (native top-1% S>=0.2051), 12 (native S>5 field-def…
Large Sky Area Multi-Object Fiber Spectroscopic Telescope Data Release 10. Largest spectroscopic survey before DESI. Transfer-learning run exposed training set bias.
ESA Gaia Data Release 3 variable star catalog. 50K-source subset with top-1% IsolationForest on 22-dimensional variability features. Cross-validation stability (41%) indicates the …
Quarantined
Atacama Cosmology Telescope Data Release 6. Formally quarantined under Path-C protocol: cross-transfer autoencoder gate-FAILED both criteria (val_loss 22,420 vs 0.30 threshold; <1%…