Physical Cross-Modal Masked Autoencoding for Seismic-to-Well Representation Learning
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 measurements at sparse borehol...
M. Gajula, Keyla Gonzalez, Ben Lasscock et al.
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