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Deep learning enhanced prediction framework for bio oil yield from organic solid waste with chemically informed features

Abstract Accurate prediction of bio-oil yield from pyrolysis of organic solid waste is still the main problem in the field of biomass valorization, mostly because of high variability in the composition and the heterogeneity of experimental conditions reported in the literature. Machine-learning tech...

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Auteurs principaux: Shahad Almansour, Lulwah M. Alkwai, Kusum Yadav, Debashis Dutta
Format: Artigo
Langue:Inglês
Publié: Nature Portfolio 2026-03-01
Collection:Scientific Reports
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Accès en ligne:https://doi.org/10.1038/s41598-026-43604-7
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