A comprehensive review of seismic inversion based on neural networks

M Li, XS Yan, M Zhang - Earth Science Informatics, 2023 - Springer
Seismic inversion is one of the fundamental techniques for solving geophysics problems. To
obtain the elastic parameters or petrophysical parameters, it is necessary to establish a …

Delineating tidal channel feature using integrated post-stack seismic inversion and spectral decomposition applications of the Upper Cretaceous reservoir Abu Roash …

AM Noureldin, WM Mabrouk, A Metwally - Journal of African Earth Sciences, 2023 - Elsevier
Delineating tidal channels that bear hydrocarbons in fluvial systems is crucial to minimize
drilling risks, and raise the hydrocarbon potential. Therefore, we performed an integrated …

Utilizing post-stack seismic inversion for delineation of gas-bearing sand in a pleistocene reservoir, baltim gas field, nile delta, Egypt

AS El-Sayed, WM Mabrouk, AM Metwally - Scientific Reports, 2024 - nature.com
Given useful rock properties, gas sands generally appear as bright events on seismic data.
Unfortunately, partially saturated gas sands tend to be of similar brightness to fully saturated …

[HTML][HTML] Pre-stack seismic inversion for reservoir characterization in Pleistocene to Pliocene channels, Baltim gas field, Nile Delta, Egypt

AS El-Sayed, WM Mabrouk, AM Metwally - Scientific Reports, 2025 - nature.com
Abstract The Nile Delta, North Africa's leading gas-producing region, was the focus of this
study aimed at delineating gas-bearing sandstone reservoirs from the Pleistocene to …

Assessing the hydrocarbon potential of the Kadanwari gas field using integrated seismic and petrophysical data

ZU Khan, Z Ahmed, MT Naseer, G Kontakiotis… - Journal of Petroleum …, 2024 - Springer
Kadanwari is a major gas-producing field in Pakistan's Lower Indus Basin (LIB), extensively
explored for optimized production. However, the reservoir sands of the Lower Goru …

PNN enhanced seismic inversion for porosity modeling and delineating the potential heterogeneous gas sands via comparative inversion analysis in the Lower Indus …

U Shakir, A Ali, M Hussain, AE Radwan… - Pure and Applied …, 2024 - Springer
Seismic inversion has been in use for the last two decades to measure inverted impedances
using an integrated data set approach. This research focuses on the application of multi …