denotes the dynamic shear with the model, n is the flow sample index, dimensionless; and K is definitely the regularity aspect of the drilling fluid, Pa·sn. To make certain device learning algorithms are both efficient and generalizable, K-fold cross-validation was utilised. This approach meticulously divides the dataset into ‘K�?segments, https://vertechs21.wordpress.com/2026/01/02/enhancing-wellbore-integrity-through-fluid-rheology-a-comprehensive-approach/