29 citations · 170 across the 34 of their papers we have counts for
3 papers · 1 filter
The potential of self-supervised networks for random noise suppression in seismic data
Claire Birnie, Matteo Ravasi, Tariq Alkhalifah +1
Noise suppression is an essential step in any seismic processing workflow. A portion of this noise, particularly in land datasets, presents itself as random noise. In recent years,…
Cycle-skipping mitigation using misfit measurements based on differentiable dynamic time warping
Fuqiang Chen, Daniel Peter, Matteo Ravasi
The dynamic time warping (DTW) distance has been used as a misfit function for wave-equation inversion to mitigate the local minima issue. However, the original DTW distance is not…
A Joint Inversion-Segmentation approach to Assisted Seismic Interpretation
Matteo Ravasi, Claire Emma Birnie
Structural seismic interpretation and quantitative characterization are historically intertwined processes. The latter provides estimates of properties of the subsurface which can…