Enhanced slope stability prediction using ensemble machine learning techniques

Enhanced slope stability prediction using ensemble machine learning techniques

Abstract The accurate prediction of slope stability is a challenging research endeavor, particularly in real-world environments. This study presents a machine learning (ML) model for evaluating slope stability that meets high precision and speed criteria in slope engineering. The goal of this study...

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Bibliographic Details
Main Authors: Devendra Kumar Yadav, Swarup Chattopadhyay, Debi Prasad Tripathy, Pragyan Mishra, Pritiranjan Singh
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
Slope stability
Factor of safety
Machine learning
Ensemble classifiers
Regression
Online Access:https://doi.org/10.1038/s41598-025-90539-6
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