Applied machine learning-based models for predicting the geomechanical parameters using logging data

Abstract Geomechanical (GM) parameters play a significant role in geomechanical studies. The calculation of GM parameters by analyzing finite rock samples is very limited. The GM parameters show a nonlinear trend; thus, applying empirical relationships is unreliable to predict their quantities. Mach...

Full description

Bibliographic Details
Main Authors: Manouchehr Sanei, Ahmad Ramezanzadeh, Mohammad Reza Delavar
Format: Article
Language:English
Published: SpringerOpen 2023-08-01
Series:Journal of Petroleum Exploration and Production Technology
Subjects:
Online Access:https://doi.org/10.1007/s13202-023-01687-2