Robust optimization of geoenergy production using data-driven deep recurrent auto-encoder and fully-connected neural network proxy
Cong Xiao, Shicheng Zhang, Yuanlin Hu, Xiaolong Gu, Xingfang Ma, Tong Zhou, Jianbing Jin
Topics & Concepts
Computer scienceReservoir simulationArtificial intelligenceRecurrent neural networkOptimization problemArtificial neural networkParticle swarm optimizationData miningMathematical optimizationMachine learningAlgorithmMathematicsGeologyPetroleum engineeringReservoir Engineering and Simulation MethodsDrilling and Well EngineeringHydraulic Fracturing and Reservoir Analysis