Machine-learning-based prediction of oil recovery factor for experimental CO2-Foam chemical EOR: Implications for carbon utilization projects

HV Thanh, DS Dashtgoli, H Zhang, B Min - Energy, 2023 - Elsevier
Enhanced oil recovery (EOR) using CO 2 injection is promising with economic and
environmental benefits as an active climate-change mitigation approach. Nevertheless, the …

Application of power-law committee machine to combine five machine learning algorithms for enhanced oil recovery screening

R Yousefzadeh, A Kazemi, RS Al-Maamari - Scientific Reports, 2024 - nature.com
One of the main challenges in screening of enhanced oil recovery (EOR) techniques is the
class imbalance problem, where the number of different EOR techniques is not equal. This …

Utilizing artificial intelligence techniques for modeling minimum miscibility pressure in carbon capture and utilization processes: a comprehensive review and …

MN Amar, H Djema, K Ourabah, FM Alqahtani… - Energy & …, 2024 - ACS Publications
The carbon dioxide (CO2) based enhanced oil recovery methods (EORs) are considered
among the promising techniques for increasing the recovery factor from mature oil reservoirs …

Enhanced oil recovery via dissolution of low molecular weight PDMS in CO2 during immiscible gas injection in matrix-fracture system

A Gandomkar, F Torabi, RM Enick - Chemical Engineering Research and …, 2024 - Elsevier
Oil recovery in natural fracture reservoirs can be improved by reducing the capillary force
during the gravity drainage process in matrix-fracture system. In the current study, a modified …

Robust Ensemble Learning Models for Predicting Hydrogen Sulfide Solubility in Brine

MR Youcefi, W Wei, FM Alqahtani, H Djema… - Energy & …, 2024 - ACS Publications
Hydrogen sulfide (H2S) sequestration in geological formations can be one of the promising
techniques for reducing greenhouse gas emissions. Accurate predictions of phase behavior …

CO2REAKT: A framework for predicting CO2 solubility in saline and acidic solutions using Reaktoro

M Khojastehmehr, M Bazargan, M Masihi - Fuel, 2025 - Elsevier
Acidizing is a stimulation technique used to enhance the productivity of oil and gas wells.
During acidizing, Carbon dioxide (CO 2) is produced as a byproduct of the reaction between …