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Cuthbert Shang Wui Ng

Cuthbert Shang Wui Ng

PhD Candidate
Department of Geoscience and Petroleum
Faculty of Engineering

cuthbert.s.w.ng@ntnu.no
PTS2, Valgrinda
Publications Media

Publications

  • Chronological
  • By category

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

Scientific articles

  • 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

  • Poster
    Jahanbani 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.
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