Prediction of Porosity and Permeability from Well-Logs Using Genetic Algorithm-Optimised Neural Networks
Accurate estimation of porosity and permeability from well-log data is essential for reliable reservoir characterization, yet the use of high-dimensional input features often increases model complexity and the risk of overfitting, particularly in data-limited settings. This study investigates the integration of a gen...