| Optimization of WAG in real geological field using rigorous soft computing techniques and nature-inspired algorithms MN Amar, AJ Ghahfarokhi, CSW Ng, N Zeraibi Journal of Petroleum Science and Engineering 206, 109038, 2021 | 49 | 2021 |
| Well production forecast in Volve field: Application of rigorous machine learning techniques and metaheuristic algorithm CSW Ng, AJ Ghahfarokhi, MN Amar Journal of Petroleum Science and Engineering 208, 109468, 2022 | 40 | 2022 |
| Application of nature-inspired algorithms and artificial neural network in waterflooding well control optimization CSW Ng, A Jahanbani Ghahfarokhi, M Nait Amar Journal of Petroleum Exploration and Production Technology 11 (7), 3103-3127, 2021 | 30 | 2021 |
| Modeling interfacial tension of the hydrogen-brine system using robust machine learning techniques: Implication for underground hydrogen storage CSW Ng, H Djema, MN Amar, AJ Ghahfarokhi international journal of hydrogen energy 47 (93), 39595-39605, 2022 | 29 | 2022 |
| Smart proxy modeling of a fractured reservoir model for production optimization: implementation of metaheuristic algorithm and probabilistic application CSW Ng, A Jahanbani Ghahfarokhi, M Nait Amar, O Torsæter Natural Resources Research 30, 2431-2462, 2021 | 28 | 2021 |
| Production optimization under waterflooding with Long Short-Term Memory and metaheuristic algorithm CSW Ng, AJ Ghahfarokhi, MN Amar Petroleum 9 (1), 53-60, 2023 | 23 | 2023 |
| A survey on the application of machine learning and metaheuristic algorithms for intelligent proxy modeling in reservoir simulation CSW Ng, MN Amar, AJ Ghahfarokhi, LS Imsland Computers & Chemical Engineering 170, 108107, 2023 | 15 | 2023 |
| Predicting wax deposition using robust machine learning techniques MN Amar, AJ Ghahfarokhi, CSW Ng Petroleum 8 (2), 167-173, 2022 | 14 | 2022 |
| Adaptive proxy-based robust production optimization with multilayer perceptron CSW Ng, AJ Ghahfarokhi Applied Computing and Geosciences 16, 100103, 2022 | 10 | 2022 |
| Proxy Model Development for the Optimization of Water Alternating CO2 Gas for Enhanced Oil Recovery DAM Matthew, A Jahanbani Ghahfarokhi, CSW Ng, M Nait Amar Energies 16 (8), 3337, 2023 | 6 | 2023 |
| Production optimization under waterflooding with Long Short-Term Memory and metaheuristic algorithm. Petroleum CSW Ng, A Jahanbani Ghahfarokhi, M Nait Amar | 5 | 2022 |
| Optimizing initiation time of waterflooding under geological uncertainties with Value of Information: Application of simulation-regression approach CSW Ng, AJ Ghahfarokhi Journal of Petroleum Science and Engineering 220, 111166, 2023 | 2 | 2023 |
| Using the Least-Squares Monte Carlo Algorithm to Optimize IOR Initiation Time CSW Ng NTNU, 2019 | 1 | 2019 |
| Modeling interfacial tension of the hydrogen-brine system using robust machine learning techniques: Implication for underground hydrogen storage (vol 47, pg 39595, 2022) CSW Ng, H Djema, MN Amar, AJ Ghahfarokhi INTERNATIONAL JOURNAL OF HYDROGEN ENERGY 48 (93), 2023 | | 2023 |
| Corrigendum to “Modeling interfacial tension of the hydrogen-brine system using robust machine learning techniques: Implication for underground hydrogen storage”[Int J Hydrogen … CSW Ng, H Djema, MN Amar, AJ Ghahfarokhi International Journal of Hydrogen Energy 48 (93), 36621, 2023 | | 2023 |
| Corrigendum to" Adaptive proxy-based robust production optimization with multilayer perceptron"[Appl. Comput. Geosci. 16 (2022) 100103] CSW Ng, A Jahanbani Ghahfarokhi Applied Computing and Geosciences 18, 100120, 2023 | | 2023 |
| Corrigendum to “Production optimization under waterflooding with long short-term memory and metaheuristic algorithm” Petroleum 9 (2023) 53-60 CSW Ng, AJ Ghahfarokhi, MN Amar Petroleum 9 (2), 316, 2023 | | 2023 |
| Fast Well Control Optimization with Two-Stage Proxy Modeling CSW Ng, A Jahanbani Ghahfarokhi, W Wiranda Energies 16 (7), 3269, 2023 | | 2023 |
| Data-Driven Reservoir Modeling: Application of Proxy Models in Reservoir Management CSW Ng NTNU, 2023 | | 2023 |
| Artificial Intelligence/Machine Learning for Sustainable Utilization of the Subsurface AJ Ghahfarokhi, CSW Ng, MN Amar EAGE GET 2022 2022 (1), 1-5, 2022 | | 2022 |
