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Updated: Jul 4, 2025

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如何转移你的知识学习隐藏的物理学的知识

Lu Zhang1, Huaiqian You1, Tian Gao2

  • 1Department of Mathematics, Lehigh University, Bethlehem, PA, USA.

Computer methods in applied mechanics and engineering
|January 31, 2024
PubMed
概括

本研究引入了一种新的超学习方法,用于神经操作员在不同的材料参数中高效地学习部分微分方程 (PDEs) 的解决方案. 该方法增强了复杂物理系统的知识传输,提高了材料建模中的数据效率.

关键词:
数据驱动的物理建模超级学习 (Meta-Learning) 是一种学习方式.神经运营者 神经运营者运营商回归神经网络 运营商回归神经网络科学机器学习科学机器学习转移学习 转移学习

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