96 citations · 100 across the 3 of their papers we have counts for
3 papers
physics.geo-ph2022★ 96 cited
Implicit Full Waveform Inversion with Deep Neural Representation
Jian Sun, Kristopher Innanen
Full waveform inversion (FWI) commonly stands for the state-of-the-art approach for imaging subsurface structures and physical parameters, however, its implementation usually faces…
physics.geo-ph2021★ 3 cited
Numerical analysis of a deep learning formulation of elastic full waveform inversion with high order total variation regularization in different parameterization
Tianze Zhang, Jian Sun, Kristopher A. Innanen +1
We have formulated elastic seismic full waveform inversion (FWI) within a deep learning environment. In our formulation, a recurrent neural network is set up with rules enforcing e…
physics.geo-ph2019★ 1 cited
Least-squares RTM of a seismic-while-drilling dataset
Nasser Kazemi, Daniel Trad, Kris Innanen +1
Least-squares migration can, in theory, reduce the acquisition footprint and improve the illumination of the subsurface structures. It can also recover the amplitudes of the events…