This study offered a detailed review of data sciences and machine learning (ML) roles in
different petroleum engineering and geosciences segments such as petroleum exploration …

Shale gas, although unconventional, is a prospective clean energy source. Shale gas
production is a complex multi-scale process with its spatial size ranging from the nanoscale …

Fast and accurate prediction of well performance continues to play an increasingly important
role in development adjustment and optimization. It is now possible to predict performance …

Predicting the production performance of multistage fractured horizontal wells is essential for
develo** unconventional resources such as shale gas and oil. Accurate predictions of the …

Oil production forecasting is an important means of understanding and effectively
develo** reservoirs. Reservoir numerical simulation is the most mature and effective …

The estimated ultimate recovery (EUR) of shale gas wells is influenced by many factors, and
the accurate prediction still faces certain challenges. As an artificial intelligence algorithm …

Accurate prediction of hydrocarbon production is crucial for the oil and gas industry.
However, the strong heterogeneity of underground formation, the inconsistency in oil–gas …

In the coming decades, the demand for shale oil will likely surge because of predicted
increases in the global population and productivity. Efficiently predicting shale oil production …

Surface chokes are widely utilized equipment installed on wellheads to control hydrocarbon
flow rates. Several correlations have been suggested to model the multiphase flow of oil and …

Prediction of well production from unconventional reservoirs is a complex problem given an
incomplete understanding of physics despite large amounts of data. Recently, Data …