Analysis of Deep Learning Neural Networks for Seismic Impedance Inversion: A Benchmark Study

Neural networks have been applied to seismic inversion problems since the 1990s. More recently, many publications have reported the use of Deep Learning (DL) neural networks capable of performing seismic inversion with promising results. However, when solving a seismic inversion problem with DL, eac...

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Bibliographic Details
Main Authors: Caique Rodrigues Marques, Vinicius Guedes dos Santos, Rafael Lunelli, Mauro Roisenberg, Bruno Barbosa Rodrigues
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/15/20/7452