24 citations · 56 across the 9 of their papers we have counts for
3 papers · 1 filter
Posterior sampling with CNN-based, Plug-and-Play regularization with applications to Post-Stack Seismic Inversion
Muhammad Izzatullah, Tariq Alkhalifah, Juan Romero +3
Uncertainty quantification is crucial to inverse problems, as it could provide decision-makers with valuable information about the inversion results. For example, seismic inversion…
A hybrid approach to seismic deblending: when physics meets self-supervision
Nick Luiken, Matteo Ravasi, Claire E. Birnie
To limit the time, cost, and environmental impact associated with the acquisition of seismic data, in recent decades considerable effort has been put into so-called simultaneous sh…
Stochastic Multi-Dimensional Deconvolution
Matteo Ravasi, Tamil Selvan, Nick Luiken
Seismic datasets contain valuable information that originate from areas of interest in the subsurface; such seismic reflections are however inevitably contaminated by other events…