Hasan, Alqassim A., Ali A. Nimr, Yousif T. Yaseen, Watheq J. Al-Mudhafar, and David A. Wood. 2025. “Hyperparameter Optimization of Tree-Based Machine Learning (TB-ML) to Predict Permeability of a Heterogeneous Carbonate Oil Reservoir ”. Journal of Petroleum Research and Studies 15 (1):43-61. https://doi.org/10.52716/jprs.v15i1.869.