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Updated: Jan 25, 2026

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PMNO: 一个新的物理引导的多步骤神经运算子预测器,用于部分微分方程.

Jin Song1, Kenji Kawaguchi2, Zhenya Yan3

  • 1School of Advanced Interdisciplinary Science, University of Chinese Academy of Sciences, Beijing, 100190, China; State Key Laboratory of Mathematical Sciences, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, 100190, China.

Neural networks : the official journal of the International Neural Network Society
|January 23, 2026
PubMed
概括

由物理指导的多步神经运算器 (PMNO) 改善了长时间的物理系统预测. 这种新的架构通过使用历史数据和隐含的时间步骤来提高外推和培训效率.

关键词:
逆向差异化公式 逆向差异化公式因果关系培训是什么意思线性多阶段方案 线性多阶段方案机器学习 机器学习神经运营商是一个神经运营商.部分微分方程部分微分方程.物理指导的指导物理.

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