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Author

Jinhua Qiao

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Aug 2026

Prediction of lignocellulosic pretreatment performance using deep eutectic solvents based on IWOA-Stacking.

To enable rapid and accurate prediction of lignocellulosic pretreatment performance using deep eutectic solvents (DESs), an improved Whale Optimization Algorithm (WOA) was developed to optimize the hyperparameters of a stacking ensemble model, termed IWOA-Stacking. The stacking framework incorporated Random Forest (RF)...

Mengnan Jia, Zhi-Wen Jia, Shiliang Zhu et al. · 0 citations

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