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physics.geo-ph2019★ 173 cited
Semi-supervised Sequence Modeling for Elastic Impedance Inversion
Motaz Alfarraj, Ghassan AlRegib
Recent applications of machine learning algorithms in the seismic domain have shown great potential in different areas such as seismic inversion and interpretation. However, such a…
physics.geo-ph2019
Petrophysical Property Estimation from Seismic Data Using Recurrent Neural Networks
Motaz Alfarraj, Ghassan AlRegib
Reservoir characterization involves the estimation petrophysical properties from well-log data and seismic data. Estimating such properties is a challenging task due to the non-lin…