9 citations · 11 across the 4 of their papers we have counts for
4 papers · 1 filter
DeepNRMS: Unsupervised Deep Learning for Noise-Robust CO2 Monitoring in Time-Lapse Seismic Images
Min Jun Park, Julio Frigerio, Bob Clapp +1
Monitoring stored CO2 in carbon capture and storage projects is crucial for ensuring safety and effectiveness. We introduce DeepNRMS, a novel noise-robust method that effectively h…
Multi-model full-waveform inversion
Musa Maharramov, Biondo Biondi
We propose a multi-model formulation of full-waveform inversion that is similar to image decomposition into a "cartoon" and "texture" used in image processing. Inversion problem is…
Improved depth imaging by constrained full-waveform inversion
Musa Maharramov, Biondo Biondi
We propose a formulation of full-wavefield inversion (FWI) as a constrained optimization problem, and describe a computationally efficient technique for solving constrained full-wa…
Robust joint full-waveform inversion of time-lapse seismic data sets with total-variation regularization
Musa Maharramov, Biondo Biondi
We present a technique for reconstructing subsurface velocity model changes from time-lapse seismic survey data using full-waveform inversion (FWI). The technique is based on simul…