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Engineering lignin-based antimicrobials: Experimental foundations and data-driven optimization
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DOI：10.1016/j.biotechadv.2026.108953.png)
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Abstract
En 中文
• Lignin as a sustainable phenolic platform for antimicrobial materials. • Antimicrobial mechanisms and activity of lignin is presented. • Engineering strategies for enhance antimicrobial performance are reviewed. • Lignin-based hydrogels, films, nanomaterials, and composites are reviewed. • Computational and AI tools enable prediction and optimization of activity.
Keywords:
Lignin
Engineering approaches
Global optimization
Machine learning
Rational design
Journal
IF:
12.5
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3.0K
Citations:
2.7W
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