教育背景

学士    200607    北京航空航天大学    自动化科学与电气工程学院

博士    201301    北京凯发K8娱乐平台开户官方网站           自动化系    

工作履历

201305 - 202111     北京凯发K8娱乐平台开户官方网站凯发K8    助理研究员

202112 - 至今         北京凯发K8娱乐平台开户官方网站凯发K8    副研究员

研究领域

[1] 磁悬浮轴承的控制系统设计🍜，测控技术🌻；

[2] 大型装备的智能运维与故障诊断；

[3] 物理知识引导的人工智能；

奖励与荣誉

2020年 北京凯发K8娱乐平台开户官方网站第九届青年教师教学大赛 二等奖（工科组）机器学习

学术成果

[1] Xunshi Yan, Zhengang Shi, Zhe Sun, and Chen-an Zhang*, Multisensor Fusion on Hypergraph for Fault Diagnosis, IEEE Transactions on Industrial Informatics, vol. 20, no. 8, pp. 10008-10018, 2024. （IF: 11.7, 1区Top）

[2] Ziti Liu, Yang Liu*, Xunshi Yan*, Wen Liu, Shuaiqi Guo, and Chen-an Zhang, AsPINN: Adaptive Symmetry-Recomposition Physics-Informed Neural Networks, Computer Methods in Applied Mechanics and Engineering, vol. 432, p. 117405, 2024. (IF: 6.9, 1区Top)

[3] Yang Liu, Chen-an Zhang*, Xunshi Yan, and Wen Liu, Flush Air Data Sensing Based on Dimensionless Input and Output Neural Networks With Less Data, IEEE Transactions on Aerospace and Electronic Systems, vol. 59, no. 2, pp. 1411-1425. 2023. (IF: 5.1, 2区Top)

[4] Yang Liu, Wen Liu*, Xunshi Yan, Shuaiqi Guo, and Chen-an Zhang, Adaptive Transfer Learning for PINN, Journal of Computational Physics, vol. 490, p. 112291, 2023. (IF: 3.8, 1区Top)

[5] Xunshi Yan*, Yang Liu, and Chen-an Zhang, Multiresolution Hypergraph Neural Network for Intelligent Fault Diagnosis, IEEE Transactions on Instrumentation and Measurement, vol. 71, p. 3525910, 2022. (IF: 5.6, 2区Top)

[6] Xunshi Yan*, Chen-an Zhang, and Yang Liu, Multi-Branch Convolutional Neural Network with Generalized Shaft Orbit for Fault Diagnosis of Active Magnetic Bearing-Rotor System, Measurement, vol. 171, p. 108778, 2021. (IF: 5.2, 2区Top)

[7] Xunshi Yan*, Zhe Sun, Jingjing Zhao, Zhengang Shi, and Chen-an Zhang, Fault Diagnosis of Rotating Machinery Equipped with Multiple Sensors using Space-Time Fragments, Journal of Sound and Vibration, vol. 456, pp. 49-64, 2019.

[8] Jingjing Zhao, Zhe Sun, Xunshi Yan*, Guojun Yang, Yan Zhou, Xingnan Liu, Zhengang Shi, Tianpeng Fan, and Xiaoshen Zhang, Helium Blower Test Based on Aerodynamic Force Simulation, Annals of Nuclear Energy, vol. 118, pp. 283-290, 2018.

[9] Xunshi Yan* and Yupin Luo, Recognizing Human Actions Using a New Descriptor based on Spatial-Temporal Interest Points and Weighted-Output Classifier," Neurocomputing, vol. 87, pp. 51-61, 2012. （IF: 5.5, 2区Top）

[10] Xunshi Yan* and Yupin Luo, "Making Full Use of Spatial-Temporal Interest Points: An Adaboost Approach for Action Recognition,", in ICIP, 2010.