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Multi-parameter pre-stack seismic inversion based on deep learning with sparse reflection coefficient constraints

Danping Cao, Yuqi Su, Rongang Cui

2021Journal of Petroleum Science and Engineering46 citationsDOI

Topics & Concepts

Inversion (geology)Seismic inversionAlgorithmComputer scienceConvolutional neural networkSeismic traceGeologyDeep learningPattern recognition (psychology)Artificial intelligenceSeismologyData assimilationPhysicsWaveletMeteorologyTectonicsSeismic Imaging and Inversion TechniquesDrilling and Well EngineeringHydraulic Fracturing and Reservoir Analysis
Multi-parameter pre-stack seismic inversion based on deep learning with sparse reflection coefficient constraints | Litcius