Litcius/Paper detail

Seismic impedance inversion based on geophysical-guided cycle-consistent generative adversarial networks

Haihang Zhang, Guangzhi Zhang, Jianhu Gao, Shengjun Li, Jinmiao Zhang, Zhenyu Zhu

2022Journal of Petroleum Science and Engineering22 citationsDOI

Topics & Concepts

Inversion (geology)Synthetic dataGeophysicsConsistency (knowledge bases)Deep learningArtificial neural networkData setComputer scienceSeismic inversionGeologyAlgorithmData miningSeismologyData assimilationArtificial intelligenceMeteorologyTectonicsPhysicsSeismic Imaging and Inversion TechniquesUnderwater Acoustics ResearchGeophysical and Geoelectrical Methods