Prediction of production indicators of fractured-vuggy reservoirs based on improved Graph Attention Network

Z Chen, D Zhang, J Li, G Hui, R Zhou - Engineering Applications of Artificial …, 2024 - Elsevier
Various storage and seepage spaces exist in fractured-vuggy carbonate reservoirs
composed of multi-scale dissolution pores and fractures. The frequent regulation of the …

[HTML][HTML] Unconventional Fracture Networks Simulation and Shale Gas Production Prediction by Integration of Petrophysics, Geomechanics and Fracture …

W Huang, P Wang, G Hui, X Kong, Y Jia, L Huang… - Energies, 2024 - mdpi.com
The proficient application of multistage fracturing methods enhances the status of the
Duvernay shale formation as a highly esteemed shale reservoir on a global scale …

Tight Gas Production Prediction in the Southern Montney Play Using Machine Learning Approaches

G Hui, F Yao, Z Pi, P Bao, W Wang, M Wang… - SPE Canadian Energy …, 2024 - onepetro.org
Recently, the machine learning approach has been used to forecast tight gas production
from unconventional resources. However, the performance of machine learning-based …

Impact of climatic anomalies and reservoir induced seismicity on earthquake generation using Federated Learning

R Tehseen, U Omer, M Mehr, R Javaid, S Saqib - 2023 - researchsquare.com
In this article, earthquake forecasting model using federated learning (FL) technique has
been proposed. Federated Learning is the most advanced technique of machine learning …

Review of Cross-Field Application of Geomechanics

Y Liu - … Conference on Mineral Resources, Geotechnology and …, 2024 - Springer
This comprehensive review explores the latest advancements in geomechanics. It focuses
on three key areas: the integration of machine learning, the relationship between …