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Keywords: reservoir simulation
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Journal Articles
Journal: SPE Journal
SPE J. (2024)
Paper Number: SPE-219749-PA
Published: 18 April 2024
... 2024 Society of Petroleum Engineers geology complex reservoir deep learning coal seam gas shale gas geologist neural network rock type coal bed methane reservoir geomechanics reservoir surveillance reservoir characterization sedimentary rock reservoir simulation coalbed methane...
Journal Articles
Journal Articles
Journal: SPE Journal
SPE J. (2024)
Paper Number: SPE-215088-PA
Published: 16 April 2024
... and are subsequently used to explore the sweep efficiency and the well connectivity. 24 10 2023 19 3 2024 19 2 2024 16 4 2024 Copyright © 2024 Society of Petroleum Engineers structural geology fluid dynamics geologist reservoir simulation flow in porous media particle pathline...
Journal Articles
Journal: SPE Journal
SPE J. (2024)
Paper Number: SPE-212975-PA
Published: 10 April 2024
... Engineers assimilation reservoir simulation spatial reasoning climate change geologist deep learning flow in porous media machine learning fluid dynamics geology subsurface storage reservoir characterization year 1 history matching neural network artificial intelligence co 2 workflow...
Journal Articles
Journal: SPE Journal
SPE J. (2024)
Paper Number: SPE-219754-PA
Published: 10 April 2024
... 10 2 2024 10 4 2024 Copyright © 2024 Society of Petroleum Engineers permeability fluid dynamics clastic rock rock type geologist equation of state reservoir simulation sedimentary rock geology flow in porous media reservoir characterization enhanced recovery injection...
Journal Articles
Journal Articles
Journal Articles
Journal Articles
Journal: SPE Journal
SPE J. 29 (04): 2086–2105.
Paper Number: SPE-218405-PA
Published: 10 April 2024
... of the working gas, necessitating extra expenses for impurity separation and treatment. Numerical reservoir simulation is a widely used method for studying the mechanisms of hydrogen flow in underground saline aquifers. Similar to the models used for hydrocarbon fluids, both black oil and composition models can...
Journal Articles
Journal Articles
Journal: SPE Journal
SPE J. 29 (04): 2014–2025.
Paper Number: SPE-212196-PA
Published: 10 April 2024
... network artificial intelligence sedimentary rock brazil government reservoir simulation europe government upstream oil & gas united states government autoencoder localization convx1 convx2 implementation rock type reservoir characterization ensemble latent representation machine...
Journal Articles
Journal: SPE Journal
SPE J. (2024)
Paper Number: SPE-219490-PA
Published: 29 March 2024
...M. Jex; J. Mikyška; A. Firoozabadi Summary Successful large-scale compositional reservoir simulations require robust and efficient phase-split calculations. In recent years, there has been progress in three-phase-split calculations. However, there may be convergence issues when the number...
Includes: Supplementary Content
Journal Articles
Journal Articles
Journal Articles
Journal: SPE Journal
SPE J. (2024)
Paper Number: SPE-219733-PA
Published: 25 March 2024
... sedimentary rock sustainability geologist reservoir simulation fluid dynamics geology organic-rich rock coalbed methane social responsibility coal seam gas reservoir surveillance subsurface storage production monitoring reservoir characterization flow in porous media enhanced recovery...
Journal Articles
Journal: SPE Journal
SPE J. (2024)
Paper Number: SPE-219734-PA
Published: 21 March 2024
... with a robust flow solver. Leveraging a free open-source code [MATLAB Reservoir Simulation Toolbox (MRST)], we develop an electrolyte cubic plus association (e-CPA) equation of state (EoS) model to accurately represent the injection of carbon dioxide (CO 2 ) in brine. By integrating flow and thermodynamics, we...
Includes: Supplementary Content
Journal Articles
Journal Articles
Journal: SPE Journal
SPE J. (2024)
Paper Number: SPE-219731-PA
Published: 21 March 2024
... for the MLNN-PSO and MLNN-GA increased by 15.5% and 11%, respectively. In terms of the performance analysis of the two algorithms, both showed remarkable performance. PSO-developed proxies were 16 times faster and GA proxies were 10 times faster as compared with the reservoir simulation in finding the optimal...
Includes: Supplementary Content
Journal Articles
Journal Articles

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