13 citations · 17 across the 4 of their papers we have counts for
4 papers
Depth-Aware Implicit Neural Representation Priors for 3D Gravity Inversion
León Suarez-Rodriguez, Paul Goyes-Peñafiel, Javier Torres-Quintero +1
Gravimetry images subsurface density contrasts associated with geological structures, geothermal systems, and intrusive bodies. Recovering a three-dimensional density model from gr…
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…
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…
Coordinate-Based Seismic Interpolation in Irregular Land Survey: A Deep Internal Learning Approach
Paul Goyes, Edwin Vargas, Claudia Correa +4
Physical and budget constraints often result in irregular sampling, which complicates accurate subsurface imaging. Pre-processing approaches, such as missing trace or shot interpol…