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Advances in machine learning for biomass pyrolysis: Product prediction, process optimization and mechanistic interpretation
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DOI：10.1016/j.rser.2026.117239.png)
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Abstract
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• The advances of machine learning in biomass pyrolysis are reviewed. • Machine learning enhanced the prediction of biomass pyrolysis products. • Reviewed the application of optimization algorithms in biomass pyrolysis. • XAI facilitated mechanistic interpretation of biomass pyrolysis. • ML supported sustainability assessment of biomass pyrolysis through LCA/TEA.
Journal
IF:
16.3
Papers:
1.6W
Citations:
18.5W
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Cited Papers