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Machine learning prediction and inverse design for high-yield 5-HMF production from cellulose in metal salt catalysts

Author:

Huiting Zhao,Fangyong Yu,Yujiao Xie,Yun Jia,Yuan Zhang,Feng Song,Hongzi Tan,Hongyou Cui

Publication:

Catalysis Today

Publisher:

Elsevier

Date:

15 April 2026

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