Update README.md

README.md

@@ -1,3 +1,63 @@
----
-license: mit
----
+---
+language:
+  - en
+license: mit
+pretty_name: Passivation Layer Breakdown Mapping v0.1
+dataset_name: materials-passivation-layer-breakdown-mapping-v0.1
+tags:
+  - clarusc64
+  - materials
+  - corrosion
+  - alloys
+  - electrochemistry
+  - failure-prediction
+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
+---
+What this dataset tests
+
+Whether a system can detect
+loss of coherence between
+
+electrochemical impedance
+surface micro-pH
+pit nucleation signals
+
+before visible corrosion failure.
+
+Corrosion begins as relationship collapse
+not visible damage.
+
+Required outputs
+
+passivation_coherence_score
+
+pit_growth_acceleration
+
+breakdown_risk_flag
+
+time_to_pitting
+
+critical_surface_zone
+
+protective_action
+
+Use case
+
+Marine alloys
+chemical plants
+energy infrastructure
+aerospace
+
+Detect passivation collapse
+before pitting cascade.