Cuthbert Shang Wui Ng
Publications
2023
-
Matthew, D Aqnan Marusaha;
Jahanbani Ghahfarokhi, Ashkan;
Ng, Cuthbert Shang Wui;
Nait Amar, Menad.
(2023)
Proxy Model Development for the Optimization of Water Alternating CO2 Gas for Enhanced Oil Recovery.
Energies.
volum 16 (8).
Academic article
-
Ng, Cuthbert Shang Wui;
Jahanbani Ghahfarokhi, Ashkan;
Wiranda, Wilson.
(2023)
Fast Well Control Optimization with Two-Stage Proxy Modeling.
Energies.
volum 16 (7).
Academic article
2022
-
Ng, Cuthbert Shang Wui;
Djema, Hakim;
Nait Amar, Menad;
Jahanbani Ghahfarokhi, Ashkan.
(2022)
Modeling interfacial tension of the hydrogen-brine system using robust machine learning techniques: Implication for underground hydrogen storage.
International Journal of Hydrogen Energy.
volum 47 (93).
Academic article
-
Ng, Cuthbert Shang Wui;
Jahanbani Ghahfarokhi, Ashkan.
(2022)
Adaptive Proxy-based Robust Production Optimization with Multilayer Perceptron.
Applied Computing and Geosciences.
volum 16.
Academic article
-
Ng, Cuthbert Shang Wui;
Jahanbani Ghahfarokhi, Ashkan.
(2022)
Optimizing initiation time of waterflooding under geological uncertainties with Value of Information: Application of simulation-regression approach.
Journal of Petroleum Science and Engineering.
volum 220 (A).
Academic article
-
Ng, Cuthbert Shang Wui;
Jahanbani Ghahfarokhi, Ashkan;
Nait Amar, Menad.
(2022)
Production optimization under waterflooding with Long Short-Term Memory and metaheuristic algorithm.
Petroleum.
Academic article
-
Ng, Cuthbert Shang Wui;
Nait Amar, Menad;
Jahanbani Ghahfarokhi, Ashkan;
Imsland, Lars Struen.
(2022)
A Survey on the Application of Machine Learning and Metaheuristic Algorithms for Intelligent Proxy Modeling in Reservoir Simulation.
Computers and Chemical Engineering.
volum 170.
Academic article
2021
-
Nait Amar, Menad;
Jahanbani Ghahfarokhi, Ashkan;
Ng, Cuthbert Shang Wui.
(2021)
Predicting wax deposition using robust machine learning techniques.
Petroleum.
Academic article
-
Nait Amar, Menad;
Jahanbani Ghahfarokhi, Ashkan;
Ng, Cuthbert Shang Wui;
Zeraibi, Noureddine.
(2021)
Optimization of WAG in real geological field using rigorous soft computing techniques and nature-inspired algorithms.
Journal of Petroleum Science and Engineering.
volum 206.
Academic article
-
Ng, Cuthbert Shang Wui;
Jahanbani Ghahfarokhi, Ashkan;
Nait Amar, Menad.
(2021)
Application of nature-inspired algorithms and artificial neural network in waterflooding well control optimization.
Journal of Petroleum Exploration and Production Technology.
volum 11.
Academic article
-
Ng, Cuthbert Shang Wui;
Jahanbani Ghahfarokhi, Ashkan;
Nait Amar, Menad.
(2021)
Well production forecast in Volve field: Application of rigorous machine learning techniques and metaheuristic algorithm.
Journal of Petroleum Science and Engineering.
volum 208 (B).
Academic article
-
Ng, Cuthbert Shang Wui;
Jahanbani Ghahfarokhi, Ashkan;
Nait Amar, Menad;
Torsæter, Ole.
(2021)
Smart Proxy Modeling of a Fractured Reservoir Model for Production Optimization: Implementation of Metaheuristic Algorithm and Probabilistic Application.
Natural Resources Research.
volum 30 (3).
Academic article
Journal publications
-
Matthew, D Aqnan Marusaha;
Jahanbani Ghahfarokhi, Ashkan;
Ng, Cuthbert Shang Wui;
Nait Amar, Menad.
(2023)
Proxy Model Development for the Optimization of Water Alternating CO2 Gas for Enhanced Oil Recovery.
Energies.
volum 16 (8).
Academic article
-
Ng, Cuthbert Shang Wui;
Jahanbani Ghahfarokhi, Ashkan;
Wiranda, Wilson.
(2023)
Fast Well Control Optimization with Two-Stage Proxy Modeling.
Energies.
volum 16 (7).
Academic article
-
Ng, Cuthbert Shang Wui;
Djema, Hakim;
Nait Amar, Menad;
Jahanbani Ghahfarokhi, Ashkan.
(2022)
Modeling interfacial tension of the hydrogen-brine system using robust machine learning techniques: Implication for underground hydrogen storage.
International Journal of Hydrogen Energy.
volum 47 (93).
Academic article
-
Ng, Cuthbert Shang Wui;
Jahanbani Ghahfarokhi, Ashkan.
(2022)
Adaptive Proxy-based Robust Production Optimization with Multilayer Perceptron.
Applied Computing and Geosciences.
volum 16.
Academic article
-
Ng, Cuthbert Shang Wui;
Jahanbani Ghahfarokhi, Ashkan.
(2022)
Optimizing initiation time of waterflooding under geological uncertainties with Value of Information: Application of simulation-regression approach.
Journal of Petroleum Science and Engineering.
volum 220 (A).
Academic article
-
Ng, Cuthbert Shang Wui;
Jahanbani Ghahfarokhi, Ashkan;
Nait Amar, Menad.
(2022)
Production optimization under waterflooding with Long Short-Term Memory and metaheuristic algorithm.
Petroleum.
Academic article
-
Ng, Cuthbert Shang Wui;
Nait Amar, Menad;
Jahanbani Ghahfarokhi, Ashkan;
Imsland, Lars Struen.
(2022)
A Survey on the Application of Machine Learning and Metaheuristic Algorithms for Intelligent Proxy Modeling in Reservoir Simulation.
Computers and Chemical Engineering.
volum 170.
Academic article
-
Nait Amar, Menad;
Jahanbani Ghahfarokhi, Ashkan;
Ng, Cuthbert Shang Wui.
(2021)
Predicting wax deposition using robust machine learning techniques.
Petroleum.
Academic article
-
Nait Amar, Menad;
Jahanbani Ghahfarokhi, Ashkan;
Ng, Cuthbert Shang Wui;
Zeraibi, Noureddine.
(2021)
Optimization of WAG in real geological field using rigorous soft computing techniques and nature-inspired algorithms.
Journal of Petroleum Science and Engineering.
volum 206.
Academic article
-
Ng, Cuthbert Shang Wui;
Jahanbani Ghahfarokhi, Ashkan;
Nait Amar, Menad.
(2021)
Application of nature-inspired algorithms and artificial neural network in waterflooding well control optimization.
Journal of Petroleum Exploration and Production Technology.
volum 11.
Academic article
-
Ng, Cuthbert Shang Wui;
Jahanbani Ghahfarokhi, Ashkan;
Nait Amar, Menad.
(2021)
Well production forecast in Volve field: Application of rigorous machine learning techniques and metaheuristic algorithm.
Journal of Petroleum Science and Engineering.
volum 208 (B).
Academic article
-
Ng, Cuthbert Shang Wui;
Jahanbani Ghahfarokhi, Ashkan;
Nait Amar, Menad;
Torsæter, Ole.
(2021)
Smart Proxy Modeling of a Fractured Reservoir Model for Production Optimization: Implementation of Metaheuristic Algorithm and Probabilistic Application.
Natural Resources Research.
volum 30 (3).
Academic article
Media
2022
-
PosterJahanbani Ghahfarokhi, Ashkan; Ng, Cuthbert Shang Wui; Nait Amar, Menad. (2022) Artificial Intelligence/Machine Learning for Sustainable Utilization of the Subsurface. GET2022- 3rd EAGE Global Energy Transition Conference & Exhibition . EAGE; 2022-11-07 - 2022-11-09.