Segment 4 presents the effects of model analysis, sensitivity analyses, and interpretability assessments. Finally, Part five concludes the review by summarizing the key contributions and highlighting its practical relevance for drilling operations. Pre-educated ensemble products produced on the current dataset may be fantastic-tuned with more compact, location-particular datasets from https://vertechs1.blogspot.com/2025/12/fluid-rheology-and-its-transformative.html