Zhaoyi Xu

Machine learning for reliability engineering and safety applications: Review of current status and future opportunities

Zhaoyi Xu, Joseph H. Saleh · Reliability Engineering & System Safety · 2021 · 446 citations

Reliability, Safety Applications, Reliability Engineering +12

Accurate Remaining Useful Life Prediction With Uncertainty Quantification: A Deep Learning and Nonstationary Gaussian Process Approach

Zhaoyi Xu, Yanjie Guo, Joseph H. Saleh · IEEE Transactions on Reliability · 2021 · 50 citations

Engineering, Machine Learning, Life Prediction +23

A physics-informed dynamic deep autoencoder for accurate state-of-health prediction of lithium-ion battery

Zhaoyi Xu, Yanjie Guo, Joseph H. Saleh · Neural Computing and Applications · 2022 · 42 citations

Artificial Intelligence, Engineering, Machine Learning +7

Advances Toward the Next Generation Fire Detection: Deep LSTM Variational Autoencoder for Improved Sensitivity and Reliability

Zhaoyi Xu, Yanjie Guo, Joseph H. Saleh · IEEE Access · 2021 · 29 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Multi-objective optimization for sensor placement: An integrated combinatorial approach with reduced order model and Gaussian process

Zhaoyi Xu, Yanjie Guo, Joseph H. Saleh · Measurement · 2021 · 28 citations