Gas injection techniques have emerged as a pivotal method in Enhanced Oil Recovery
(EOR), aimed at maximizing the extraction of oil from mature reservoirs. Recent advances in …

The North Sea sedimentary basin is characterized by geological complexity, encompassing
a wide range of rock types and structures, including multiple reservoirs (carbonates and …

CO2-enhanced coalbed methane (CO2-ECBM) technology helps to store CO2 while
producing a clean source of energy (CH4) through the sorption process. This technique can …

Shale gas has become increasingly important due to the high demand for energy worldwide.
Therefore, accurate and fast production forecasting is of paramount importance, and decline …

Physics-informed neural networks (PINNs) integrate physical principles into machine
learning, finding wide applications in various scientific and engineering fields. However …

Anomaly detection plays a crucial role in preserving industrial plant health. Detecting and
identifying anomalies helps prevent any production system from damage and failure. In …

Physics-Informed Neural Networks (PINNs) integrate physical principles-typically
mathematical models expressed as differential equations-into the machine learning (ML) …

Conventional numerical solutions and empirical formulae for predicting the initial
productivity of oil wells in low-permeability reservoirs are limited to specific reservoirs and …

Reservoir modeling and simulation play a pivotal role in the field of reservoir engineering,
enabling efficient hydrocarbon recovery and reservoir management. This article provides an …

Abstract The Oligo-Miocene Asmari Formation in the Shadegan Oil Field, located in the
Dezful Embayment in southwestern Iran, is renowned for its complex geological …