bigbounce/spin-torsion cosmology research program
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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.

Sources scored
37.3M
Pre-dedup per-survey rows
319,226
QC pass
4/8
Coverage
8 surveys

Publication-grade

4 surveys
DESI · Optical
DESI DR1
QC PASS
Sources 22.5M spectraAnomalies 195,829Rate 0.87%

The Dark Energy Spectroscopic Instrument first data release. Our flagship anomaly catalog — the first full-DR1-scale autoencoder search (~90x prior EDR work).

Paper 3
Paper 2
5 tasks
Open survey →
eROSITA · X-ray
eROSITA DR1
QC PASS
Sources 930K X-ray sourcesAnomalies 298Rate 0.03%

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

Paper 3
3 tasks
Open survey →
Planck · Microwave
Planck CMB
QC PASS
Sources 20K patchesAnomalies 200Rate 1%

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

Paper 3
Paper 1
4 tasks
Open survey →
NEOWISE · Infrared
NEOWISE
QC PASS
Sources 43.5K sourcesAnomalies 419Rate 0.96%

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

Paper 3
3 tasks
Open survey →

Use with caveats

3 surveys
SDSS · Optical
SDSS DR18
QC CAUTION
Sources 2.3M spectraAnomalies 77,905Rate 3.4%

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

Paper 3
4 tasks
Open survey →
LAMOST · Optical
LAMOST DR10
QC CAUTION
Sources 11.4M spectraAnomalies 44,075Rate 0.39%

Large Sky Area Multi-Object Fiber Spectroscopic Telescope Data Release 10. Largest spectroscopic survey before DESI. Transfer-learning run exposed training set bias.

Paper 3
3 tasks
Open survey →
Gaia · Optical
Gaia DR3
QC CAUTION
Sources 50K variablesAnomalies 500Rate 1%

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

Paper 3
3 tasks
Open survey →

Quarantined

1 survey
ACT · Microwave
ACT DR6
QC FAIL
Sources 20K patchesAnomalies 0Rate

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%

Paper 3
2 tasks
Open survey →