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Physical Cross-Modal Masked Autoencoding for Seismic-to-Well Representation Learning

Gajula, Meher et al.
arXiv (All) · Papers
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geophysics
Learning from scientific measurements often requires aligning modalities with different spatial support and resolution. Subsurface characterization is an extreme dense-sparse problem in which 3D seismic provides volumetric but indirect measurements and well logs provide high-resolution 1D measuremen
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