Concepedia
Geoenergy Science and Engineering · 2023 · 17 citations · 32 references
EngineeringData SciencePetroleum EngineeringForecastingMachine LearningReservoir EngineeringProduction OptimizationReservoir ForecastingWell ModelingWell Performance AnalysisProductivityReservoir Production ForecastingWell Performance ForecastingWell Production Optimization
32
XGBoost
2016 · 48.6K citations · Full text
Computing, Computer Science, Data Science +15
Application of machine learning and artificial intelligence in oil and gas industry
A. Sircar, Kriti Yadav, Kamakshi Rayavarapu et al. · Petroleum Research · 2021 · 519 citations · Full text
Computing, Computer Science, Petroleum Engineering +10
Time-series well performance prediction based on Long Short-Term Memory (LSTM) neural network model
Xuanyi Song, Yuetian Liu, Liang Xue et al. · Journal of Petroleum Science and Engineering · 2019 · 517 citations
Computing, Data Science, Forecasting +15
Application and development trend of artificial intelligence in petroleum exploration and development
Lichun Kuang, He Liu, Yili Ren et al. · Petroleum Exploration and Development · 2021 · 306 citations · Full text
Engineering, Computer Science, Petroleum Engineering +16
A data-driven shale gas production forecasting method based on the multi-objective random forest regression
Liang Xue, Yuetian Liu, Yifei Xiong et al. · Journal of Petroleum Science and Engineering · 2020 · 176 citations
Engineering, Data Science, Petroleum Engineering +14