Litcius/Paper detail

Real-time prediction of rate of penetration by combining attention-based gated recurrent unit network and fully connected neural networks

Chengkai Zhang, Xianzhi Song, Yinao Su, Gensheng Li

2022Journal of Petroleum Science and Engineering46 citationsDOI

Topics & Concepts

HyperparameterComputer scienceRobustness (evolution)Artificial neural networkData miningData stream miningArtificial intelligenceSliding window protocolNetwork modelMachine learningWindow (computing)GeneChemistryOperating systemBiochemistryDrilling and Well EngineeringHydraulic Fracturing and Reservoir AnalysisOil and Gas Production Techniques