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Updated: Jan 7, 2026

Decoding Natural Behavior from Neuroethological Embedding
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Decoding Natural Behavior from Neuroethological Embedding

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超越硬约束:统一的知识嵌入物理信息的神经网络,用于多域系统

Jiarui Hao1, Dengji Zhou1, Qinchao Li2

  • 1The Key Laboratory of Power Machinery and Engineering of Education Ministry, Shanghai Jiao Tong University, Shanghai 200240, PR China.

Neural networks : the official journal of the International Neural Network Society
|December 27, 2025
PubMed
概括

统一知识嵌入PINNs (UKE-PINNs) 通过嵌入物理定律和边界条件来改善复杂物理的深度学习,克服训练挑战,实现更快,更准确的预测.

关键词:
合系统系统 合系统强制约束是一种严格的约束.知识嵌入是知识嵌入.多域名多域名根据物理学,神经网络得到了信息.

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