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AsPINN: Adaptive symmetry-recomposition physics-informed neural networks 期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2024, 卷号: 432, 页码: 34./通讯作者：Liu, Yang, Yan, Xunshi
Authors:  Liu ZT(刘子提);  Liu Y(刘洋);  Yan, Xunshi;  Liu W(刘文);  Guo SQ(郭帅旗);  Zhang CA(张陈安)
Favorite  |  View/Download：14/0  |  Submit date：2024/11/01
Network structure  Parameter-sharing  Feature-enhanced physics-informed neural  networks  Symmetry decomposition  
Multisensor Fusion on Hypergraph for Fault Diagnosis 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 页码: 11./通讯作者：Zhang, Chen-An
Authors:  Yan, Xunshi;  Shi, Zhengang;  Sun, Zhe;  Zhang CA(张陈安)
Adobe PDF(2024Kb)  |  Favorite  |  View/Download：82/5  |  Submit date：2024/05/27
graph neural network (GNN)  hypergraph neural network (HGNN)  information fusion  multisensor fusion  Fault diagnosis  
Adaptive transfer learning for PINN 会议论文
空天飞行高温气动全国重点实验室（筹）2023年度夏季学术交流会暨高温气动学术前沿专题研讨会, 怀来, 2023-8-27 ~ 2023-8-29
Authors:  Liu Y(刘洋);  Liu W(刘文);  Yan, Xunshi Yan;  Liu, Ziti Liu;  Zhang CA(张陈安);  Wang FM(王发民)
Favorite  |  View/Download：24/0  |  Submit date：2024/06/04
Flush Air Data Sensing Based on Dimensionless Input and Output Neural Networks With Less Data 期刊论文
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2023, 卷号: 59, 期号: 2, 页码: 1411-1425./通讯作者：Yan, XS
Authors:  Liu Y(刘洋);  Zhang CA(张陈安);  Yan, Xunshi;  Liu W(刘文)
Adobe PDF(4708Kb)  |  Favorite  |  View/Download：146/21  |  Submit date：2023/06/15
Multiresolution Hypergraph Neural Network for Intelligent Fault Diagnosis 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 10./通讯作者：Yan, Xunshi
Authors:  Yan,Xunshi;  Liu Y(刘洋);  Zhang CA(张陈安)
Adobe PDF(2363Kb)  |  Favorite  |  View/Download：500/110  |  Submit date：2022/11/14
Convolution  Fault diagnosis  Correlation  Task analysis  Machinery  Machine learning algorithms  Laplace equations  Fault diagnosis  graph convolutional network (GCN)  hypergraph  hypergraph neural network (HGNN)  multiresolution  
Multi-branch convolutional neural network with generalized shaft orbit for fault diagnosis of active magnetic bearing-rotor system 期刊论文
MEASUREMENT, 2021, 卷号: 171, 页码: 11./通讯作者：Yan Xunshi
Authors:  Yan Xunshi;  Zhang CA(张陈安);  Liu Y(刘洋)
Adobe PDF(3608Kb)  |  Favorite  |  View/Download：401/108  |  Submit date：2021/03/30
Fault diagnosis  Convolutional neural network  Active magnetic bearing  Multi-sensor fusion  Shaft orbit