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Updated: Jan 18, 2026

Fabrication and Design of Wood-Based High-Performance Composites
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高性能单向CFRP复合材料的AI驱动反向设计:通过机器学习打破压力-拉力权衡

Yinyi Xu1, Jiani Zhang1, Tianhao Xu1

  • 1Shanghai Key Laboratory of Advanced Polymeric Materials, Key Laboratory for Ultrafine Materials of Ministry of Education, Frontiers Science Center for Materiobiology and Dynamic Chemistry, School of Materials Science and Engineering, East China University of Science and Technology, Shanghai, China.

Macromolecular rapid communications
|September 13, 2025
PubMed
概括

本研究介绍了一种使用机器学习和遗传算法设计先进的单向碳纤维增强聚合物 (UD-CFRP) 复合材料的AI框架,其压力强度得到改善. 人工智能方法提高了复合设计的效率和性能.

关键词:
人工智能的人工智能是人工智能.复合材料 复合材料 是一种复合材料.压力与拉力强度比率的压力与拉力强度比率.遗传算法是一种遗传算法.设计的反向设计.

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