ClarusC64/fusion-msr-redox-corrosion-drift-detection-v0.1
Dataset goal Detect the onset of corrosive regime drift in molten-salt reactor systems. This dataset models when stable chemistry-materials coherence begins to failand transitions toward a corrosive regime. Required outputs drift_indicator corrosive_regime_flag onset_risk_score dominant_driver minimal_intervention What it tests Whether a model can detect: redox imbalance temperature-driven corrosion drift fission-product chemistry… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/fusion-msr-redox-corrosion-drift-detection-v0.1.
Dataset goal
Detect the onset of corrosive regime drift in molten-salt reactor systems.
This dataset models when stable chemistry-materials coherence begins to fail and transitions toward a corrosive regime.
Required outputs
- drift_indicator
- corrosiveregimeflag
- onsetriskscore
- dominant_driver
- minimal_intervention
What it tests
Whether a model can detect:
- redox imbalance
- temperature-driven corrosion drift
- fission-product chemistry loading
- early corrosive regime formation
before structural failure occurs.
Why it matters
MSR systems degrade gradually. The earliest warning is not high corrosion alone. It is the decoupling between:
redox control salt chemistry material response
Detecting drift early allows intervention while the system is still recoverable.
Trinity position
Layer 2 of the MSR corrosion-coherence trinity:
- Baseline mapping
- Drift detection
- Failure horizon routing