2 citations · 2 across the 2 of their papers we have counts for
2 papers
physics.geo-ph2025
Bayesian full waveform inversion with learned prior using deep convolutional autoencoder
Shuhua Hu, Mrinal K Sen, Zeyu Zhao +2
Full waveform inversion (FWI) can be expressed in a Bayesian framework, where the associated uncertainties are captured by the posterior probability distribution (PPD). In practice…
physics.geo-ph2024★ 2 cited
Seismic Image Denoising With A Physics-Constrained Deep Image Prior
Dimitri P. Voytan, Sriram Ravula, Alexandru Ardel +4
Seismic images often contain both coherent and random artifacts which complicate their interpretation. To mitigate these artifacts, we introduce a novel unsupervised deep-learning…