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Review Open access Oct 2026

Delineating Biomass Gasification Models: The Convergence of First Principles and Machine Learning to Hybrid Modeling—A Review

The current climate scenario calls for sustainable solutions to develop greener fuels and chemical products. Biomass gasification converts low-cost feedstocks into high-value products for wide industrial use. However, its complexity presents a challenge to mechanistic modeling, which requires a deeper understanding of...

C. T. Ferreira, J. Peres, F. G. Martins · 0 citations

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