17 citations · 29 across the 2 of their papers we have counts for
2 papers
physics.geo-ph2024★ 12 cited
Annealed Stein Variational Gradient Descent for Improved Uncertainty Estimation in Full-Waveform Inversion
Miguel Corrales, Sean Berti, Bertrand Denel +3
In recent years, Full-Waveform Inversion (FWI) has been extensively used to derive high-resolution subsurface velocity models from seismic data. However, due to the nonlinearity an…
cs.LG2022★ 17 cited
Inversion of Time-Lapse Surface Gravity Data for Detection of 3D CO Plumes via Deep Learning
Adrian Celaya, Bertrand Denel, Yen Sun +2
We introduce three algorithms that invert simulated gravity data to 3D subsurface rock/flow properties. The first algorithm is a data-driven, deep learning-based approach, the seco…