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Updated: Jun 27, 2026

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人工神经网络预测基生物复合材料中的机械性质

Štěpán Hýsek1, Miroslav Jozífek2, Benjamín Petržela3

  • 1Department of Natural Sciences and Sustainable Resources, Institute of Wood Technology and Renewable Materials, BOKU University, Konrad-Lorenz-Straße 24, 3430 Tulln, Austria.

Polymers
|September 27, 2025
PubMed
概括

人工神经网络 (ANN) 准确预测基生物复合材料 (MBB) 的机械性能. 这种人工智能方法减少了用于优化可持续材料开发的实验测试.

关键词:
人工智能的人工智能是人工智能.复合材料是一种复合材料.机械性能 机械性能 机械性能细胞是什么? 细胞是什么?神经网络的神经网络的神经网络

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Synthetic polymers are classified as elastomers, fibers, or plastics based on their crystallinity. Crystallinity, the degree of long-range order in the solid state, influences the mechanical properties (stretching or contracting) of elastomers. Elastomers are flexible polymers that can expand or contract easily upon the application of an external force. They have numerous crosslinks that pull them back into their original shape when stress is removed. Silicones, for instance, are highly elastic...