12 citations · 18 across the 3 of their papers we have counts for
3 papers
NuSPAN: A Proximal Average Network for Nonuniform Sparse Model -- Application to Seismic Reflectivity Inversion
Swapnil Mache, Praveen Kumar Pokala, Kusala Rajendran +1
We solve the problem of sparse signal deconvolution in the context of seismic reflectivity inversion, which pertains to high-resolution recovery of the subsurface reflection coeffi…
DuRIN: A Deep-unfolded Sparse Seismic Reflectivity Inversion Network
Swapnil Mache, Praveen Kumar Pokala, Kusala Rajendran +1
We consider the reflection seismology problem of recovering the locations of interfaces and the amplitudes of reflection coefficients from seismic data, which are vital for estimat…
Quantifying Uncertainties in the 2004 Sumatra-Andaman Earthquake Source Parameters by Stochastic Inversion
Devaraj Gopinathan, Mamatha Venugopal, Debasish Roy +3
Usual inversion for earthquake source parameters from tsunami wave data incorporates subjective elements. Noisy and possibly insufficient data also results in instability and non-u…