Improved XGBoost model for predicting minimum miscibility pressure in CO2 flooding

Abstract CO2-enhanced oil recovery (EOR) is a key technology to improve oil recovery rates and support carbon capture, utilization, and storage (CCUS). Injecting CO2 into reservoirs reduces crude oil viscosity, enhancing its mobility. A critical factor in CO2-EOR is determining the Minimum Miscibili...

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書誌詳細

出版年:	Scientific Reports
主要な著者:	Yuxin Yang, Yizhong Zhang, Bowen Qin, Jianhong Guo, Maolin Zhang
フォーマット:	論文
言語:	英語
出版事項:	Nature Portfolio 2025-10-01
主題:	Minimum miscibility pressure Machine learning EOR Optimization CCUS Explainable machine learning
オンライン･アクセス:	https://doi.org/10.1038/s41598-025-17802-8