2024

• Amiri, Behzad; Jahanbani Ghahfarokhi, Ashkan; Rocca, Vera; Ng, Cuthbert Shang Wui. (2024) Optimization of Offshore Saline Aquifer CO2 Storage in Smeaheia Using Surrogate Reservoir Models. Algorithms
  Academic article

2023

• Ng, Cuthbert Shang Wui; Djema, Hakim; Nait Amar, Menad; Jahanbani Ghahfarokhi, Ashkan. (2023) Erratum: ‘Corrigendum to “Modeling interfacial tension of the hydrogen-brine system using robust machine learning techniques: Implication for underground hydrogen storage” [Int J Hydrogen Energy 47(93), 1 December 2022, 39595–39605]’ (International Journal of Hydrogen Energy (2022) 47(93) (39595–39605), (S0360319922042616), (10.1016/j.ijhydene.2022.09.120)). International Journal of Hydrogen Energy
  Errata
• Ng, Cuthbert Shang Wui; Jahanbani Ghahfarokhi, Ashkan. (2023) Data-Driven Reservoir Modeling: Application of Proxy Models in Reservoir Management. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
  Doctoral dissertation
• Ng, Cuthbert Shang Wui; Jahanbani Ghahfarokhi, Ashkan. (2023) Corrigendum to “Adaptive proxy-based robust production optimization with multilayer perceptron” [Appl. Comput. Geosci. 16 (2022) 100103] (Applied Computing and Geosciences (2022) 16, (S2590197422000258), (10.1016/j.acags.2022.100103)). Applied Computing and Geosciences
  Errata
• Ng, Cuthbert Shang Wui; Jahanbani Ghahfarokhi, Ashkan; Nait Amar, Menad. (2023) Corrigendum to “Production optimization under waterflooding with long short-term memory and metaheuristic algorithm”Petroleum 9 (2023) 53-60 (Petroleum (2023) 9(1) (53–60), (S2405656121001048), (10.1016/j.petlm.2021.12.008)). Petroleum
  Errata
• Ng, Cuthbert Shang Wui; Jahanbani Ghahfarokhi, Ashkan; Wiranda, Wilson. (2023) Fast Well Control Optimization with Two-Stage Proxy Modeling. Energies
  Academic article
• 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
  Academic article

2022

• 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
  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
  Academic article
• Ng, Cuthbert Shang Wui; Jahanbani Ghahfarokhi, Ashkan. (2022) Adaptive Proxy-based Robust Production Optimization with Multilayer Perceptron. Applied Computing and Geosciences
  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
  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

2021

• 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
  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
  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
  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
  Academic article