Baoxuan Zhao

TFN: An interpretable neural network with time-frequency transform embedded for intelligent fault diagnosis

Qian Chen, Xingjian Dong, Guowei Tu et al. · Mechanical Systems and Signal Processing · 2023 · 180 citations

Computing, Computer Engineering, Computer Science +16

Detecting the Early Damages in Structures With Nonlinear Output Frequency Response Functions and the CNN-LSTM Model

Baoxuan Zhao, Changming Cheng, Zhike Peng et al. · IEEE Transactions on Instrumentation and Measurement · 2020 · 105 citations

Engineering, Civil Engineering, Machine Learning +16

An Interpretable Denoising Layer for Neural Networks Based on Reproducing Kernel Hilbert Space and its Application in Machine Fault Diagnosis

Baoxuan Zhao, Changming Cheng, Guowei Tu et al. · Chinese Journal of Mechanical Engineering · 2021 · 38 citations · Full text

Computing, Computational Engineering, Computer Science +17

Identification of Bouc-Wen hysteretic systems based on a joint optimization approach

Miaomiao Lin, Changming Cheng, Guanzhen Zhang et al. · Mechanical Systems and Signal Processing · 2022 · 36 citations

Natural Sciences, Mathematics, Mechanical Engineering +13

Iterative nonlinear chirp mode decomposition: A Hilbert-Huang transform-like method in capturing intra-wave modulations of nonlinear responses

Guowei Tu, Xingjian Dong, Shiqian Chen et al. · Journal of Sound and Vibration · 2020 · 34 citations

Natural Sciences, Electrical Engineering, Time Series Analysis +13