M. Simjoo

Using ensemble learning and Gaussian mixture model to predict petrophysical properties and hydraulic flow units in carbonate reservoirs.

Accurate prediction of porosity and permeability in complex carbonate reservoirs is very important for understanding reservoirs, but remains challenging due to inherent heterogeneity. This study develops a robust, machine learning-driven workflow to enhance the prediction of these critical petrophysical properties and...