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Updated: Jun 27, 2025

Cooling Rate Dependent Ellipsometry Measurements to Determine the Dynamics of Thin Glassy Films
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Cooling Rate Dependent Ellipsometry Measurements to Determine the Dynamics of Thin Glassy Films

Published on: January 26, 2016

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可解释的机器学习框架来预测聚合物的玻璃过渡温度

Md Jamal Uddin1, Jitang Fan1

  • 1School of Mechatronical Engineering, Beijing Institute of Technology, Beijing 100081, China.

Polymers
|April 27, 2024
PubMed
概括

机器学习使用7174个样本准确预测聚合物玻璃过渡温度 (Tg). 额外树回归模型实现了最佳性能,为传统方法提供了更快的替代方案.

关键词:
功能选择 功能选择玻璃过渡温度是玻璃过渡温度.超参数优化的超参数优化机器学习是机器学习.一个聚合物聚合物.

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Polymer Classification: Crystallinity

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As the step-growth polymerization involves step-wise condensation of monomers, the molecular weight also builds up eventually. Consequently, high molecular weight polymers are obtained at the late stages of the polymerization, where 99% of monomers have been consumed.
The extent of the...
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