To reinforce interpretability, the SHAP framework was utilized as a recreation-idea–primarily based strategy that assigns Just about every attribute a measurable effect on predictions. Aligned with very well's life cycle Comprehensive comprehension of reservoir and root cause of fluid loss delivers control that aligns with well’s lifestyle cycle Given Successfully Submitted (Awaiting Approval)