Cycle-consistent convolutional neural network for seismic impedance inversion: An application for high-resolution characterization of turbidites reservoirs
Fábio Júnior Damasceno Fernandes, Eberton Rodrigues de Oliveira Neto, Leonardo Teixeira, Antônio Fernando Menezes Freire, Wagner Moreira Lupinacci
Topics & Concepts
Inversion (geology)GeologyPetrophysicsReservoir modelingSeismic inversionElectrical impedanceAcoustic impedanceSeismologyConvolutional neural networkComputer scienceArtificial intelligenceEngineeringGeotechnical engineeringMathematicsPorosityTectonicsElectrical engineeringAzimuthGeometrySeismic Imaging and Inversion TechniquesDrilling and Well EngineeringSeismic Waves and Analysis