Update README.md

README.md

@@ -1,3 +1,71 @@
----
-license: mit
----
+---
+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