Numerical model of debris flow susceptibility using slope stability failure machine learning prediction with metaheuristic techniques trained with different algorithms

Abstract In this work, intelligent numerical models for the prediction of debris flow susceptibility using slope stability failure factor of safety (FOS) machine learning predictions have been developed. These machine learning techniques were trained using novel metaheuristic methods. The applicatio...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Kennedy C. Onyelowe, Arif Ali Baig Moghal, Furquan Ahmad, Ateekh Ur Rehman, Shadi Hanandeh
Format:	Article
Language:	English
Published:	Nature Portfolio 2024-08-01
Subjects:	Debris flow Slope failure LSSVR ANFIS ELM PSO
Online Access:	https://doi.org/10.1038/s41598-024-70634-w