Machine learning-powered estimation of malachite green photocatalytic degradation with NML-BiFeO3 composites

Machine learning-powered estimation of malachite green photocatalytic degradation with NML-BiFeO3 composites

Abstract This study explores the potential of photocatalytic degradation using novel NML-BiFeO3 (noble metal-incorporated bismuth ferrite) compounds for eliminating malachite green (MG) dye from wastewater. The effectiveness of various Gaussian process regression (GPR) models in predicting MG degrad...

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Bibliographic Details
Main Authors: Iman Salahshoori, Amirhosein Yazdanbakhsh, Alireza Baghban
Format: Article
Language:English
Published: Nature Portfolio 2024-04-01
Series:Scientific Reports
Subjects:
Dye removal
Kernel-based Gaussian process regression (GPR)
Metal-incorporated bismuth ferrite (BiFeO3)
Machine learning
Photocatalytic degradation
Wastewater treatment
Online Access:https://doi.org/10.1038/s41598-024-58976-x

Internet

https://doi.org/10.1038/s41598-024-58976-x

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