
Development of MLR and variedly optimized ANN models for forecasting the detachability and liquefaction potential index of erodible soils
Author(s) -
Johnbosco C. Egbueri,
Ogbonnaya Igwe,
Michael E. Omeka,
Johnson C. Agbasi
Publication year - 2023
Publication title -
geosystems and geoenvironment
Language(s) - English
Resource type - Journals
ISSN - 2772-8838
DOI - 10.1016/j.geogeo.2022.100104
Subject(s) - soil water , correlation coefficient , artificial neural network , mean squared error , mathematics , coefficient of determination , soil science , conjugate gradient method , linear regression , liquefaction , algorithm , geotechnical engineering , statistics , computer science , environmental science , geology , machine learning