ClarusC64/fusion-msr-corrosion-failure-horizon-and-chemistry-routing-v0.1
Dataset goal Forecast when corrosion drift becomes structural failure riskand route the correct chemistry and operational intervention. Required outputs projected failure horizon failure horizon band primary risk driver chemistry control action maintenance action What it tests Whether a model can move beyond drift detectionand determine: how long until failurewhat is driving itwhat intervention stabilizes the system Why it… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/fusion-msr-corrosion-failure-horizon-and-chemistry-routing-v0.1.
Dataset goal
Forecast when corrosion drift becomes structural failure risk and route the correct chemistry and operational intervention.
Required outputs
- projected failure horizon
- failure horizon band
- primary risk driver
- chemistry control action
- maintenance action
What it tests
Whether a model can move beyond drift detection and determine:
how long until failure what is driving it what intervention stabilizes the system
Why it matters
Molten-salt reactor loops fail gradually. Failure is not a single threshold. It is a trajectory.
The key task is not just detection. It is timed intervention routing.
Inject reductant remove fission products reduce thermal load schedule maintenance
before corrosion becomes irreversible.
Trinity position
Layer 3 of the MSR corrosion coherence stack:
- Baseline coherence mapping
- Drift detection
- Failure horizon and control routing