Active learning for advanced biodegradable film design

Active learning for advanced biodegradable film design

Developing biodegradable alternatives to traditional plastics is crucial for sustainable packaging. However, carboxymethyl cellulose (CMC), a promising eco-friendly material, suffers from brittleness and high hydrophilicity. This study integrates materials science, machine learning, and optimization...

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Bibliographic Details
Main Authors: Yi Gao, Chengcheng Liu, Yang Zhao, Peng Zhao, Feihui Chen, Qinghai Li, Yanguo Zhang, Bin Yang, Hui Zhou
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Nexus
Subjects:
carboxymethyl cellulose
film
materials design
active learning
multi-objective optimization
Online Access:http://www.sciencedirect.com/science/article/pii/S2950160125000178
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