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开发一种机器学习模型,预测挤出热塑性树脂的颜色

Puay Keong Neo1,2, Yew Wei Leong3, Moi Fuai Soon2

  • 1Graduate School of Organic Materials Science, Yamagata University, 4-3-16 Jonan, Yonezawa 992-8510, Yamagata, Japan.

Polymers
|February 24, 2024
PubMed
概括

这项研究引入了机器学习模型,特别是包装和随机森林回归,以使用直线测量预测聚合物颜色. 这种方法显著减少了与传统色彩匹配过程相关的时间和材料浪费.

关键词:
颜色预测 颜色预测颜色 颜色 颜色 颜色复合的复合是一种复合.机器学习是机器学习.热塑性塑料是一种热塑性塑料.

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Classification and Mechanical Properties of Synthetic Polymers01:28

Classification and Mechanical Properties of Synthetic Polymers

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...