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physics.geo-ph2024★ 1 cited
Physically Guided Deep Unsupervised Inversion for 1D Magnetotelluric Models
Paul Goyes-Peñafiel, Umair bin Waheed, Henry Arguello
The global demand for unconventional energy sources such as geothermal energy and white hydrogen requires new exploration techniques for precise subsurface structure characterizati…
physics.geo-ph2024
CDDIP: Constrained Diffusion-Driven Deep Image Prior for Seismic Image Reconstruction
Paul Goyes-Peñafiel, Ulugbek Kamilov, Henry Arguello
Seismic data frequently exhibits missing traces, substantially affecting subsequent seismic processing and interpretation. Deep learning-based approaches have demonstrated signific…