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Updated: Sep 13, 2025

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深度学习用于预测天然纤维聚合物复合材料的性能

Ivan P Malashin1, Dmitry Martysyuk2, Vladimir Nelyub2,3

  • 1Bauman Moscow State Technical University, 105005, Moscow, Russia. ivan.p.malashin@gmail.com.

Scientific reports
|July 30, 2025
PubMed
概括

深度学习模型通过分析纤维-矩阵相互作用和表面处理,准确地预测聚合物复合材料的机械性能. 这些先进的模型比传统的材料表征方法有了显著的改进.

关键词:
深度学习是一种深度学习.机械性质预测和预测天然纤维复合材料的复合材料.聚合物矩阵增强的聚合物矩阵.

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