Bioresource technologyMachine LearningBiomassNeural NetworksComputerGases
Hybrid framework combining machine learning with mechanism models for enhanced forecasting of biomass gasification products.
Jiaming Song, Zongqi Chen, Haining Tang, Hong Ding, Shiliang Wu, Zhou Liu, Feng Gong
Published: 202610.1016/j.biortech.2025.133816
Abstract
Owing to the inherent complexity and nonlinear variable interactions in biomass gasification, accurate products prediction with limited data poses a significant challenge. Herein, in this study, we proposed a hybrid model framework by mixing thermody…
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