---
language:
  - en
license: mit
pretty_name: Fission Fuel Rod Failure Horizon & Mitigation Routing v0.1
dataset_name: fission-fuel-rod-failure-horizon-and-mitigation-routing-v0.1
tags:
  - clarusc64
  - nuclear
  - fission
  - predictive-maintenance
  - fuel-integrity
task_categories:
  - tabular-regression
  - tabular-classification
size_categories:
  - 1K<n<10K
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train.csv
      - split: test
        path: data/test.csv
---
Goal

Predict when fuel rod integrity will fail
and what mitigation should be taken.

This is the third layer in the fuel-cladding coherence trinity.

Layer 1
Baseline coupling

Layer 2
Drift detection

Layer 3
Failure horizon and routing

Model outputs

failure_horizon_cycles

mitigation_action

Why it matters

Fuel rod failures rarely occur instantly.
They emerge from sustained thermo-mechanical drift.

Predicting the horizon allows:

power derating

inspection scheduling

controlled shutdown

avoidance of cladding rupture

Use cases

reactor digital twins

SMR predictive maintenance

burnup cycle optimization

safety margin forecasting