ClarusC64/fission-fuel-cladding-thermal-expansion-coherence-baseline-mapping-v0.1
What this dataset tests Whether a model can map the baseline coherent relationship between: fuel pellet thermal expansion cladding creep/strain fission gas release before failure risk emerges. The goal is to learn the normal coupling surface across burnup cycles and identify early decoherence. Required model outputs coupling_score decoupling_flag Why it matters Fuel rod failure rarely begins with a single threshold breach. It begins when pellet expansion stops predicting cladding strain. Or… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/fission-fuel-cladding-thermal-expansion-coherence-baseline-mapping-v0.1.
What this dataset tests
Whether a model can map the baseline coherent relationship between:
fuel pellet thermal expansion
cladding creep/strain
fission gas release
before failure risk emerges.
The goal is to learn the normal coupling surface across burnup cycles and identify early decoherence.
Required model outputs
coupling_score
decoupling_flag
Why it matters
Fuel rod failure rarely begins with a single threshold breach. It begins when pellet expansion stops predicting cladding strain. Or when gas release stops tracking mechanical stress.
This dataset establishes the baseline coupling manifold used by later drift and failure-horizon datasets.
Use case
reactor digital twins
predictive maintenance
burnup cycle risk modeling
SMR and PWR fuel monitoring systems