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Updated: Feb 16, 2026

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特征提取对水下移动物体洞穴压力重建和预测的影响

Yiming Qiang1, Zhenmin He2,3, Weizheng Chen2

  • 11Shanghai Jiaotong University, Shanghai, 200240, China. qiangym@cssrc.com.cn.

Scientific reports
|February 14, 2026
PubMed
概括

像Conv1D AE这样的特征提取方法可以提高水下物体的洞穴压力预测准确度,克服小样本挑战. 这些技术自动化了分析,提高了水力动力学设计的效率.

关键词:
洞穴化,快速的ICA,PCA,可以使用.这是一个Conv1D自动编码器.一个小样本小样本.

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