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Predicting lignin removal efficiency in deep eutectic solvent-based biomass fractionation: an explainable machine learning approach

Zijing Zhong, Babbiker Mohammed Taher Gorish, Yue Bai, Waha Ismail Yahia Abdelmula, Wenqian Dang, Daochen Zhu

2025Green Chemistry9 citationsDOI

Abstract

Efficient and sustainable lignin extraction is essential for advancing green biorefinery processes.

Topics & Concepts

BiorefineryLigninFractionationDeep eutectic solventBiomass (ecology)Pulp and paper industryExtraction (chemistry)ChemistryEutectic systemSolventBiofuelBiochemical engineeringProcess engineeringOrganic chemistryChemical engineeringWaste managementEngineeringGeologyRaw materialOceanographyAlloyLignin and Wood ChemistryBiofuel production and bioconversionCatalysis for Biomass Conversion
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