Deep Learning Inversion for Multivariate Magnetic Data
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DOI: 10.1109/tgrs.2023.3337413
Abstract: Three-dimensional inversion of magnetic data can obtain the distribution of subsurface magnetic targets. Deep learning is an effective way to achieve 3-D inversion, which trains a neural network to learn the features of magnetic anomaly… read more here.
Keywords: deep learning; magnetic data; learning inversion; multivariate magnetic ... See more keywords
Gravity Modeling in Sedimentary Basins With a Mixed Machine Learning–Inversion Method
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2025.3600369
Abstract: We describe a mixed machine learning (ML) inversion algorithm for sedimentary basin modeling of gravity data. We consider two typical targets of basin modeling, i.e., the basement depth and the diapirs, both being of fundamental… read more here.
Keywords: mixed machine; gravity; machine learning; inversion ... See more keywords