3 citations · 4 across the 8 of their papers we have counts for
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Poststack Seismic Data Preconditioning via Dynamic Guided Learning
Javier Torres-Quintero, Paul Goyes-Peñafiel, Ana Mantilla-Dulcey +3
Seismic data preconditioning is essential for subsurface interpretation. It enhances signal quality while attenuating noise, improving the accuracy of geophysical tasks that would…
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…
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…
GAN-supervised Seismic Data Reconstruction: An Enhanced-Learning for Improved Generalization
Paul Goyes-Penafiel, Leon Suarez-Rodriguez, Claudia Correa +1
Seismic data interpolation of irregularly missing traces plays a crucial role in subsurface imaging, enabling accurate analysis and interpretation throughout the seismic processing…