Porosity assessment is a vital component for reservoir evaluation in the oil and gas sector,
and with technological advancement, reliance on conventional methods has decreased. In …

Basin modeling and thermal maturity estimation are crucial for understanding sedimentary
basin evolution and hydrocarbon potential. Assessing thermal maturity in the oil and gas …

This article presents a methodology to identify key studies using machine learning (ML) in
geophysics. We created a comprehensive database of fundamental articles for a systematic …

Fully utilizing multicomponent seismic data to predict gas-bearing distributions has great
potential, though it remains challenging. One difficulty in gas reservoir prediction using …

Geophysical logging is critical for reservoir characterization but is limited by the small
sample problem in machine learning. To address this, we propose the Forward and Inverse …

This study investigates the hydrocarbon and gas potential of the Pab Formation's Late
Cretaceous reservoir in the Zamzama Gas Field (ZGF) situated in Pakistan's Southern Indus …

The quantification of total organic carbon (TOC) and free hydrocarbon content (S1) is crucial
for evaluating the shale oil generation and bearing properties. This study aims to enhance …

The evaluation of permeability plays an essential role in understanding subsurface fluid
behavior, optimizing hydrocarbon recovery, managing reservoir performance, and …

The resource potential of the Upper Triassic Yanchang Formation in the Ordos Basin is
considerably large. However, owing to the low porosity and permeability, poor connectivity …

Sandstone reservoirs often consist of clay minerals, including kaolinite, illite, and chlorite.
These clay minerals have a pronounced effect on the reservoir quality, which makes their …