相关实验视频

Updated: Jun 8, 2026

Characterization of Thermal Transport in One-dimensional Solid Materials
05:20

Characterization of Thermal Transport in One-dimensional Solid Materials

Published on: January 26, 2014

基于深度学习的双阶段转移学习,用于基于格子导热率的预测

Liudmyla Klochko1, Mathieu d'Aquin1

  • 1Université de Lorraine, LORIA, Nancy F-54000, France. liudmyla.klochko@loria.fr.

Physical chemistry chemical physics : PCCP
|March 13, 2026
PubMed
概括

转移学习显著增强机器学习模型,用于预测材料特性,如晶格导热率 (LTC). 这种方法提高了模型的精度和稳定性,即使使用有限的高质量数据.

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