Uncertainty estimation in AVO inversion using Bayesian dropout based deep learning
Junhwan Choi, Seokmin Oh, Byun Joongmoo
Topics & Concepts
Amplitude versus offsetSeismic inversionInversion (geology)Bayesian probabilityMonte Carlo methodAmplitudeArtificial neural networkBayesian inferenceUncertainty quantificationGeologyOffset (computer science)AlgorithmMachine learningComputer scienceArtificial intelligenceStatisticsSeismologyMathematicsProgramming languageAzimuthQuantum mechanicsGeometryPhysicsTectonicsSeismic Imaging and Inversion TechniquesReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir Analysis