Kheireddine Redouane
Publikasjoner
2025
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Redouane, Kheireddine;
Jahanbani Ghahfarokhi, Ashkan.
(2025)
A New Hybrid Intelligent System for Predicting Bottom-Hole Pressure in Vertical Oil Wells: A Case Study.
Algorithms
Vitenskapelig artikkel
2019
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Redouane, Kheireddine.
(2019)
Adaptive surrogate modeling with evolutionary algorithm for well placement optimization in fractured reservoirs.
Applied Soft Computing
Vitenskapelig artikkel
Tidsskriftspublikasjoner
-
Redouane, Kheireddine;
Jahanbani Ghahfarokhi, Ashkan.
(2025)
A New Hybrid Intelligent System for Predicting Bottom-Hole Pressure in Vertical Oil Wells: A Case Study.
Algorithms
Vitenskapelig artikkel
-
Redouane, Kheireddine.
(2019)
Adaptive surrogate modeling with evolutionary algorithm for well placement optimization in fractured reservoirs.
Applied Soft Computing
Vitenskapelig artikkel
Formidling
2024
Redouane, Kheireddine; Jahanbani Ghahfarokhi, Ashkan (2024). Machine Learning Applications in Reservoir Simulation and Optimization. Reservoir & Production Management Conference 2024, Sola – Stavanger, Norway, 2024-11-25 - 2024-11-26
2026
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KonferanseposterHadjadj, Amel; Redouane, Kheireddine; Hadjari, Thileli; Zeraibi, Noureddine; Benamara, Mustapha; Jahanbani Ghahfarokhi, Ashkan. (2026) Improved flow rate estimation via the application of machine learning algorithms. InterPore2026
2025
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KonferanseposterRedouane, Kheireddine; Jahanbani Ghahfarokhi, Ashkan. (2025) Hybrid Optimization Framework for Well-Placement Using Gradient-Free Algorithm and Physics-Informed Artificial Intelligence. SPE Reservoir Simulation Conference
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KonferanseposterRedouane, Kheireddine; Hatleli, Vegard; Freitas, Vinicius Rafael de; Jahanbani Ghahfarokhi, Ashkan. (2025) A Hybrid Model of ANN and KNN for Predicting Reservoir Properties in Geothermal Resource Development. 86th EAGE Annual Conference & Exhibition
2024
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KonferanseposterYu, Jiaxin; Mao, Jinjie; Lenes, Marit Rønnekleiv; Redouane, Kheireddine; Tavagh Mohammadi, Behnam; Jahanbani Ghahfarokhi, Ashkan. (2024) Leveraging AI for Geothermal Energy: Seismic Inversion Using Deep Learning with SCAN Dataset. BRU21 Conference 2024
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KonferanseforedragRedouane, Kheireddine; Jahanbani Ghahfarokhi, Ashkan; Benamara, Mustapha; Boussaber, Marwa; Sedoud, Maroua; Guidoum, Yousra. (2024) Flow Rate Prediction in a Real Oil Field Using Random Forest Algorithm. EAGE Annual 2024
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KonferanseforedragRedouane, Kheireddine; Jahanbani Ghahfarokhi, Ashkan. (2024) Machine learning applications in reservoir simulation and management. Reservoir & Production Management Conference
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KonferanseforedragRedouane, Kheireddine; Jahanbani Ghahfarokhi, Ashkan; Benamara, Mustapha; Zeraibi, Noureddine. (2024) Accurate prediction of bottom-hole pressure in vertical wells of Algerian fields using a new hybrid intelligent system based on neural network-fuzzy logic and PSO algorithm. 3rd Edition of the International Conference on Oil, Gas, and Petroleum Engineering (IOGP 2024)