================ FAILURE ANALYSIS =================
Critical region: Region around s123
Failure mode: Advanced pitting corrosion (98.00% probability)
Root cause: Thermal barrier coating failure
Recommended action: Immediate inspection required - consider replacement
Evidence path:
  - humidity_exposure
  - salt_deposits
  - protective_film_breakdown
  - pitting_initiation
  - pitting_propagation
  - subsurface_tunneling
Analysis confidence: 0.62

================ PERFORMANCE METRICS =================
Computation time: 0.0 seconds
Improvement: 44% reduction
Prediction accuracy (RMSE): 0.026
Accuracy improvement: 33%
Physical consistency: 99.8% constraints satisfied
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