Si‐Xin Chen

An acoustic-homologous transfer learning approach for acoustic emission–based rail condition evaluation

Si‐Xin Chen, Lu Zhou, Yi‐Qing Ni et al. · Structural Health Monitoring · 2020 · 71 citations · Full text

Engineering, Machine Learning, Acoustic Modeling +19

EMI-GCN: a hybrid model for real-time monitoring of multiple bolt looseness using electromechanical impedance and graph convolutional networks

Lu Zhou, Si‐Xin Chen, Yi‐Qing Ni et al. · Smart Materials and Structures · 2021 · 67 citations · Full text

Real-time Monitoring, Sensor Application, Engineering +18

Wheel condition assessment of high-speed trains under various operational conditions using semi-supervised adversarial domain adaptation

Si‐Xin Chen, Lu Zhou, Yi‐Qing Ni · Mechanical Systems and Signal Processing · 2022 · 24 citations · Full text

A deep learning framework for adaptive compressive sensing of high‐speed train vibration responses

Si‐Xin Chen, Yi‐Qing Ni, Lu Zhou · Structural Control and Health Monitoring · 2022 · 23 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +18

Evaluating railway noise sources using distributed microphone array and graph neural networks

Yun-Ke Luo, Si‐Xin Chen, Lu Zhou et al. · Transportation Research Part D Transport and Environment · 2022 · 20 citations

Graph Neural Networks, Engineering, Noise Control +8