Jinjie Mao
Publications
2026
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Mao, Jinjie;
Jahanbani Ghahfarokhi, Ashkan.
(2026)
Accelerating multi-well placement optimization with machine learning-based proxy models for CO2 enhanced oil recovery and storage.
Applied Computing and Geosciences
Academic article
2024
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Mao, Jinjie;
Jahanbani Ghahfarokhi, Ashkan.
(2024)
A Review of Intelligent Decision-Making Strategy for Geological CO2 Storage: Insights from Reservoir Engineering.
Geoenergy Science and Engineering
Academic article
Journal publications
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Mao, Jinjie;
Jahanbani Ghahfarokhi, Ashkan.
(2026)
Accelerating multi-well placement optimization with machine learning-based proxy models for CO2 enhanced oil recovery and storage.
Applied Computing and Geosciences
Academic article
-
Mao, Jinjie;
Jahanbani Ghahfarokhi, Ashkan.
(2024)
A Review of Intelligent Decision-Making Strategy for Geological CO2 Storage: Insights from Reservoir Engineering.
Geoenergy Science and Engineering
Academic article
Outreach
2026
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Conference posterCornelio, Jodel; Zhao, Wenhan; Mao, Jinjie; Jahanbani Ghahfarokhi, Ashkan; Jafarpour, Behnam. (2026) Spatio–Temporal Disentanglement Framework for Knowledge Transfer Between CO2-EOR and CO2 Storage. CCUS 2026
2025
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Conference posterMao, Jinjie; Hannanu, Muhammad Iffan; Jahanbani Ghahfarokhi, Ashkan; Hovd, Morten. (2025) Comparative Analysis of Derivative-Free Optimization Algorithms in Geological CO2 Storage Well Placement Problem with Nonlinear Constraints. SPE Reservoir Simulation Conference
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Conference lectureMao, Jinjie; Jahanbani Ghahfarokhi, Ashkan. (2025) Leveraging Machine Learning to Optimize Well Placement for Geological CO2 Storage and Utilization. InterPore 2025
2024
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Conference posterYu, 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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Conference lectureMao, Jinjie; Jahanbani Ghahfarokhi, Ashkan. (2024) Intelligent Multi-Well Placement Optimization for CO2-EOR and Storage (CEORS) in Complex Reservoirs. The 19th European Conference on the Mathematics of Geological Reservoirs (ECMOR 2024)
2023
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Conference lectureMao, Jinjie; Jahanbani Ghahfarokhi, Ashkan. (2023) Impact of Uncertainties and Decision Variables on CO2 Enhanced Oil Recovery and Storage: A Numerical Investigation. EAGE Annual 2023