Application of U-Net for the Recognition of Regional Features in Geophysical Inversion Results
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2021.3138790
Abstract: Engineering geophysical prospecting is used to identify anomalous underground bodies, which are typically identified by inversion results. In recent years, machine learning has been applied to many geophysics studies, including geophysical data processing and fault… read more here.
Keywords: net recognition; geophysical inversion; application net; inversion results ... See more keywords
AVO Inversion Based on Closed-Loop Multitask Conditional Wasserstein Generative Adversarial Network
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2023.3260908
Abstract: Neural networks are commonly used for poststack and prestack seismic inversion. With sufficient labeled data, the neural network-based seismic inversion results are more accurate than that use traditional seismic inversion methods. However, in the case… read more here.
Keywords: inversion; avo inversion; tex math; inline formula ... See more keywords