NMR log response prediction from conventional petrophysical logs with XGBoost-PSO framework

B Liu, A Rostamian, M Kheirollahi, SF Mirseyed… - Geoenergy Science and …, 2023 - Elsevier
A combined approach that exploits both the eXtreme Gradient Boosting (XGBoost) method
and the Particle Swarm Optimization (PSO) method was used here to predict the nuclear …

Coupling relationship between current in-situ stress and natural fractures of continental tight sandstone oil reservoirs

X Cui, AE Radwan - Interpretation, 2022 - library.seg.org
We have integrated rock mechanics and acoustic experiments, full-wave array acoustic
testing, formation microscanner image logging, and hydraulic-fracturing data to evaluate the …

A prediction method for hydrocarbon distribution associated with fault-shale caprock configuration leakages

B Zhang - Energies, 2022 - mdpi.com
A prediction method of hydrocarbon distribution associated with fault-shale caprock
configuration leakages is established through superposing hydrocarbon distribution at deep …

An Improved Model for Evaluating the Brittleness of Shale Oil Reservoirs Based on Dynamic Elastic Properties: A Case Study of Lucaogou Formation, Jimusar Sag

Y Gao, Y Dong, L Chen, Y Li, J Qin, Z Jiang - Geofluids, 2022 - Wiley Online Library
Rock brittleness is a critical factor affecting the stimulation of shale oil reservoirs. For efficient
development of the shale oil in Lucaogou Formation, Jimusar Sag, the brittleness of the …

Construct a Geomechanical Model to Estimate the Critical Drawdown Pressure for the Sandstone Reservoirs

MA Issa, MA Issa, AN Abdulkareem… - Journal of the …, 2024 - pubs.geoscienceworld.org
The petroleum industry is becoming more concerned about sand production because of the
mounting difficulties it causes, along with the accompanying technological and operational …