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Updated: Jul 25, 2025

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通过物理启发的机器学习预测玻璃成型液体的动态异质性

Gerhard Jung1, Giulio Biroli2, Ludovic Berthier1,3

  • 1Laboratoire Charles Coulomb (L2C), Université de Montpellier, CNRS, 34095 Montpellier, France.

Physical review letters
|June 24, 2023
PubMed
概括

一个新的机器学习模型GlassMLP准确地使用物理启发的数据预测超冷液体的长期动态. 这种框架比现有方法需要的培训数据和参数要少.

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