The total organic carbon content usually determines the hydrocarbon generation potential of
a formation. A higher total organic carbon content often corresponds to a greater possibility …

Institutions of higher learning are currently facing the challenging task of attracting new
students who can effectively meet their diverse academic demands. With these demands …

The world's energy demands are growing at an unprecedented rate, and the exploration of
new hydrocarbon sources is more important than ever. Therefore, the objective of this study …

Total organic carbon (TOC) content is significant for “sweet spots” prediction and resource
calculation. Traditional physical methods and machine learning methods, however, only use …

The microstructure, mineral composition, total organic carbon content, etc., of gas shale are
crucial parameters for shale reservoirs, which can directly/indirectly affect shale brittleness …

Fracture porosity is one of the most effective parameters for reservoir productivity and
recovery efficiency. This study aims to predict and improve the accuracy of fracture porosity …

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

Shale mineralogy is critical for the proper design and execution of hydraulic fracturing
operations and for evaluating production potential. There has been relatively little research …

The total organic carbon (TOC) content is an important index for source rock evaluation.
However, due to the scarcity of rock samples, the vertical continuous TOC change curve …

Neural networks are one of the methods of artificial intelligence. It is founded on an existing
knowledge and capacity to learn by illustration of the biological nervous system. Neural …