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Updated: Jun 22, 2026

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数据驱动材料研究和开发用于功能性涂层

Kai Xu1, Xuelian Xiao1,2, Linjing Wang1

  • 1Key Laboratory of Advanced Marine Materials, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, Zhejiang, 315201, China.

Advanced science (Weinheim, Baden-Wurttemberg, Germany)
|September 19, 2024
PubMed
概括

数据驱动的方法通过确定材料特性和性能之间的相关性来加速功能性涂料的发现. 本综述强调了涂料数据驱动研发方面的进展,克服了传统的实验限制.

关键词:
人工智能的人工智能是人工智能.数据驱动的数据驱动.功能性涂层是一种功能性涂层.机器学习是机器学习.设计材料设计材料的设计.

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Classification and Mechanical Properties of Synthetic Polymers01:28

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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...