Field Telemetry Drilling Dataset Modeling with Multivariable Regression, Group Method Data Handling, Artificial Neural Network, and the Proposed Group-Method …

A Mohammad, M Belayneh - Applied Sciences, 2024 - mdpi.com
This paper presents data-driven modeling and a results analysis. Group method data
handling (GMDH), multivariable regression (MVR), artificial neuron network (ANN), and new …

Predicting Maximum Surface Displacement from Mechanized Twin Tunnel Excavation in Seville Using Machine Learning and FLAC3D Simulation

M Bahri, R Romero-Hernández… - Geotechnical and …, 2025 - Springer
The influence of underground excavation on urban areas constitutes a critical issue in tunnel
engineering. This paper strives to establish a machine learning algorithm to predict …

Field Telemetry Drilling Dataset Modeling with Multivariable Regression, Group Method Data Handling, Artificial Neural Network, and the Proposed Group-Method …

M Amir, MB Agonafir - 2024 - uis.brage.unit.no
This paper presents data-driven modeling and a results analysis. Group method data
handling (GMDH), multivariable regression (MVR), artificial neuron network (ANN), and new …