Reservoir Characterization Using Multi-component Seismic Data in a Novel Hybrid Model Based on Clustering and Deep Neural Network
Jiuqiang Yang, Niantian Lin, Kai Zhang, Chong Zhang, Chao Fu, Gaopeng Tian, Cuiyu Song
Topics & Concepts
Reservoir modelingArtificial neural networkComponent (thermodynamics)Cluster analysisData miningSeismic inversionComputer scienceInversion (geology)Petroleum engineeringPattern recognition (psychology)EngineeringArtificial intelligenceGeologySeismologyMathematicsTectonicsThermodynamicsGeometryPhysicsAzimuthSeismic Imaging and Inversion TechniquesHydraulic Fracturing and Reservoir AnalysisReservoir Engineering and Simulation Methods