An echo state network with attention mechanism for production prediction in reservoirs
Yanchang Liu, Liqun Shan, Dongbo Yu, Lili Zeng, Ming Yang
Topics & Concepts
Computer scienceEcho state networkArtificial neural networkArtificial intelligenceHyperparameterMachine learningProduction (economics)GeneralizationCurse of dimensionalityDimensionality reductionProcess (computing)Data miningMechanism (biology)Recurrent neural networkMathematicsEconomicsOperating systemEpistemologyMathematical analysisMacroeconomicsPhilosophyReservoir Engineering and Simulation MethodsSeismic Imaging and Inversion TechniquesNeural Networks and Applications