Open access
Sep 2026
AI-driven hybrid modeling and GA-based optimization of polymer solution viscosity for enhanced oil recovery applications
Predicting the zero-shear viscosity ( η0) of Partially Hydrolyzed Polyacrylamide (HPAM)based polymer solutions is a key challenge in enhanced oil recovery due to the complex, nonlinear interactions among formulation parameters. A previously validated polynomial model was used to generate a synthetic dataset. Six artifi...
Kahina Imene Benramdane, Yasmine Guerbai, M. Kethiri et al.
· Materials Research Express · 0 citations