Artificial intelligence prediction of the mechanical properties of banana peel-ash and bagasse blended geopolymer concrete

Artificial intelligence prediction of the mechanical properties of banana peel-ash and bagasse blended geopolymer concrete

Abstract This research explores the application of Artificial Intelligence (AI) techniques to assess the mechanical properties of geopolymer concrete made from a blend of Banana Peel-Ash (BPA) and Sugarcane Bagasse Ash (SCBA), using a sodium silicate (Na2SiO3) to sodium hydroxide (NaOH) ratio rangin...

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Bibliographic Details
Main Authors: George Uwadiegwu Alaneme, Kolawole Adisa Olonade, Ebenezer Esenogho, Mustapha Muhammad Lawan, Edward Dintwa
Format: Article
Language:English
Published: Nature Portfolio 2024-10-01
Series:Scientific Reports
Subjects:
Geopolymer concrete
Gene expression programing
Artificial neural networks
Adaptive neuro-fuzzy inference system
Green concrete
Online Access:https://doi.org/10.1038/s41598-024-77144-9
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