activity
20192026
most citedMan-recon: manifold learning for reconstruction with deep autoencoder for smart seismic interpretation

15 citations · 17 across the 9 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

eess.IV2020

Joint Learning for Seismic Inversion: An Acoustic Impedance Estimation Case Study

Ahmad Mustafa, Ghassan AlRegib

Seismic inversion helps geophysicists build accurate reservoir models for exploration and production purposes. Deep learning-based seismic inversion works by training a neural netw…

eess.IV2020

Spatiotemporal Modeling of Seismic Images for Acoustic Impedance Estimation

Ahmad Mustafa, Motaz Alfarraj, Ghassan AlRegib

Seismic inversion refers to the process of estimating reservoir rock properties from seismic reflection data. Conventional and machine learning-based inversion workflows usually wo…