Litcius/Paper detail

Estimation of reservoir porosity based on seismic inversion results using deep learning methods

Runhai Feng

2020Journal of Natural Gas Science and Engineering64 citationsDOI

Topics & Concepts

Inversion (geology)Seismic inversionGeologyPorosityArtificial neural networkConvolutional neural networkSeismic attributeReservoir modelingSeismic to simulationCompressibilityKrigingStructural basinPattern recognition (psychology)Computer scienceArtificial intelligenceSeismologyGeotechnical engineeringMachine learningGeomorphologyMathematicsEngineeringGeometryAzimuthAerospace engineeringSeismic Imaging and Inversion TechniquesHydraulic Fracturing and Reservoir AnalysisDrilling and Well Engineering