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Open AccessDeep learning algorithm-enabled sediment characterization techniques to determination of water saturation for tight gas carbonate reservoirs in Bohai Bay Basin, China
Understanding water saturation levels in tight gas carbonate reservoirs is vital for optimizing hydrocarbon production and mitigating challenges such as reduced permeability due to water saturation (Sw) and po...
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Open AccessThe back propagation based on the modified group method of data-handling network for oilfield production forecasting
In this paper, a novel hybrid forecasting model combining modified group method of data handling (GMDH) and back propagation (BP) is introduced for time series oilfield production forecasting. The proposed mod...
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Article
Open AccessPreparation and evaluation of erucamidopropyl dimethyl amine oxide used as alkali-free oil displacement agent
Surfactant is a kind of chemical that is widely used in the oilfield. It often serves as chemical oil displacement agents in the surfactant–polymer flooding or alkali–surfactant–polymer flooding. The commonly ...