Muhammad Faisal

A Master Well, Multilayer Artificial Intelligence / Machine Learning (AI/ML) Framework for Scalable Porosity Permeability Prediction and Log Reconstruction in Carbonate Reservoirs

Abstract Carbonate reservoirs exhibit complex petrophysical behavior arising from heterogeneity, uneven core coverage and variable log data quality. These challenges significantly limit the scalability and repeatability of conventional petrophysical workflows, particularly when extended to large well populations. To ad...