A deep learning-based approach for predicting oil production: A case study in the United States
Jian Du, Jianqin Zheng, Yongtu Liang, Yunlu Ma, Bohong Wang, Qi Liao, Ning Xu, Arshid Mahmood Ali, Muhammad Imtiaz Rashid, Khurram Shahzad
Topics & Concepts
Production (economics)Time seriesAutoregressive modelNonlinear systemField (mathematics)Computer scienceNonlinear autoregressive exogenous modelBenchmark (surveying)Series (stratigraphy)Data miningA priori and a posterioriArtificial intelligenceConvergence (economics)Feature engineeringMachine learningDeep learningArtificial neural networkEconometricsMathematicsPure mathematicsGeodesyPhilosophyEconomicsQuantum mechanicsGeographyEpistemologyBiologyEconomic growthPaleontologyMacroeconomicsPhysicsReservoir Engineering and Simulation MethodsOil and Gas Production TechniquesMarket Dynamics and Volatility