3 papers
cs.LG2026
Accelerated Full Waveform Inversion by Deep Compressed Learning
Maayan Gelboim, Amir Adler, Mauricio Araya-Polo
We propose and test a method to reduce the dimensionality of Full Waveform Inversion (FWI) inputs as computational cost mitigation approach. Given modern seismic acquisition system…
physics.geo-ph2023
Deep Compressed Learning for 3D Seismic Inversion
Maayan Gelboim, Amir Adler, Yen Sun +1
We consider the problem of 3D seismic inversion from pre-stack data using a very small number of seismic sources. The proposed solution is based on a combination of compressed-sens…
physics.geo-ph2022
Encoder-Decoder Architecture for 3D Seismic Inversion
Maayan Gelboim, Amir Adler, Yen Sun +1
Inverting seismic data to build 3D geological structures is a challenging task due to the overwhelming amount of acquired seismic data, and the very-high computational load due to…