ClarusC64/materials-passivation-layer-breakdown-mapping-v0.1

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… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/materials-passivation-layer-breakdown-mapping-v0.1.