Machine learning methods for understanding coal pyrolysis

doi:10.1016/j.rser.2025.116288

Machine learning methods for understanding coal pyrolysis

2025-09-27

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DOI：10.1016/j.rser.2025.116288

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Abstract

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• The pyrolysis products of coal emerge from the interplay of multiple factors. • Machine learning can predict coal pyrolysis quickly and accurately. • Hybrid machine learning improves generalization ability and interpretability. • The construction of high-throughput platform is the focus of future research.

Machine learning methods for understanding coal pyrolysis

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