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基于融合物理神经网络的稀疏数据挖掘应用及算法研究 学位论文
硕士论文,北京: 中国科学院大学, 2024
Authors:  许盛峰
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融合物理神经网络,物理信息神经网络,流场重构,稀疏数据挖掘,并行计算,数据标准化  
A study of streamline geometries in subsonic and supersonic regions of compressible flow fields 期刊论文
JOURNAL OF FLUID MECHANICS, 2024, 卷号: 987, 页码: 56
Authors:  Tian, Zhong Wei;  Cui, Kai
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high-speed flow  shock waves  computational methods  
A coupled ductile damage model for metal matrix composites: Development and application 期刊论文
COMPOSITES PART B-ENGINEERING, 2024, 卷号: 272, 页码: 15
Authors:  Ren, Qizhen;  Yue, Zhenming;  Soyarslan, Celal;  Tan, Zhanqiu;  Yuan FP(袁福平);  Li, Zhiqiang
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Metal matrix composites (MMC)  Damage evolution  Mean -field homogenization  Finite element method  Flanging  
Stochastic dynamics of aircraft ground taxiing via improved physics-informed neural networks 期刊论文
NONLINEAR DYNAMICS, 2024, 页码: 16
Authors:  Zhang, Ying;  Jin, Zhengrong;  Wang L(王笼);  Zheng, Kaixin;  Jia, Wantao
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PINNs  Aircraft ground taxiing model  Fokker-Planck equations  Inverse problem