Zhibin Zhao/赵志斌

Zhibin Zhao/赵志斌

Xi'an Jiaotong University

H-index: 32

Asia-China

About Zhibin Zhao/赵志斌

Zhibin Zhao/赵志斌, With an exceptional h-index of 32 and a recent h-index of 32 (since 2020), a distinguished researcher at Xi'an Jiaotong University, specializes in the field of Sparse representation, machine learning, condition monitoring.

His recent articles reflect a diverse array of research interests and contributions to the field:

Anomaly Detection from a Frequency Perspective: M-Band Wavelet Packet Anomaly Detection Network

Helicopter transmission system anomaly detection in variable flight regimes with decoupling variational autoencoder

Differentiable sampling based efficient architecture search for automatic fault diagnosis

Dynamic model-assisted transferable network for liquid rocket engine fault diagnosis using limited fault samples

Uncertainty-driven trustworthy defect detection for high-resolution powder bed images in selective laser melting

Collaborative-sequential optimization for aero-engine maintenance based on multi-agent reinforcement learning

Open access dataset, code library and benchmarking deep learning approaches for state-of-health estimation of lithium-ion batteries

Causal explaining guided domain generalization for rotating machinery intelligent fault diagnosis

Zhibin Zhao/赵志斌 Information

University

Position

Assistant Professor of Mechanical Engineering

Citations(all)

3999

Citations(since 2020)

3942

Cited By

651

hIndex(all)

32

hIndex(since 2020)

32

i10Index(all)

57

i10Index(since 2020)

57

Email

University Profile Page

Xi'an Jiaotong University

Google Scholar

View Google Scholar Profile

Zhibin Zhao/赵志斌 Skills & Research Interests

Sparse representation

machine learning

condition monitoring

Top articles of Zhibin Zhao/赵志斌

Title

Journal

Author(s)

Publication Date

Anomaly Detection from a Frequency Perspective: M-Band Wavelet Packet Anomaly Detection Network

Zuogang Shang

Zhibin Zhao

Shibin Wang

Ruqiang Yan

2024/4/14

Helicopter transmission system anomaly detection in variable flight regimes with decoupling variational autoencoder

Aerospace Science and Technology

Jingyao Wu

Chenye Hu

Chuang Sun

Zhibin Zhao

Ruqiang Yan

...

2024/1/1

Differentiable sampling based efficient architecture search for automatic fault diagnosis

Engineering Applications of Artificial Intelligence

Xingwu Zhang

Rui Ma

Yu Zhao

Chenxi Wang

Zhibin Zhao

...

2024/1/1

Dynamic model-assisted transferable network for liquid rocket engine fault diagnosis using limited fault samples

Reliability Engineering & System Safety

Chenxi Wang

Yuxiang Zhang

Zhibin Zhao

Xuefeng Chen

Jiawei Hu

2024/3/1

Uncertainty-driven trustworthy defect detection for high-resolution powder bed images in selective laser melting

Journal of Manufacturing Systems

Zhibin Zhao

Weilin Liu

Jiaxin Ren

Chenxi Wang

Yixuan He

...

2024/2/1

Collaborative-sequential optimization for aero-engine maintenance based on multi-agent reinforcement learning

Expert Systems with Applications

Zeqi Wei

Zhibin Zhao

Zheng Zhou

Ruqiang Yan

2024/8/1

Open access dataset, code library and benchmarking deep learning approaches for state-of-health estimation of lithium-ion batteries

Fujin Wang

Zhi Zhai

Bingchen Liu

Shiyu Zheng

Zhibin Zhao

...

2024/1/30

Causal explaining guided domain generalization for rotating machinery intelligent fault diagnosis

Expert Systems with Applications

Chang Guo

Zhibin Zhao

Jiaxin Ren

Shibin Wang

Yilong Liu

...

2024/6/1

Uncertainty-Aware Deep Learning: A Promising Tool for Trustworthy Fault Diagnosis

IEEE/CAA Journal of Automatica Sinica

Jiaxin Ren

Jingcheng Wen

Zhibin Zhao

Ruqiang Yan

Xuefeng Chen

...

2024

RobustFlow: An unsupervised paradigm toward real-world wear detection and segmentation with normalizing flow

Tribology International

Yanjie Guo

Jiafeng Tang

Lei Yang

Zhibin Zhao

Miao Wang

...

2023/1/1

Adversarial Algorithm Unrolling Network for Interpretable Mechanical Anomaly Detection

IEEE Transactions on Neural Networks and Learning Systems

Botao An

Shibin Wang

Fuhua Qin

Zhibin Zhao

Ruqiang Yan

...

2023/3/14

Core loss: Mining core samples efficiently for robust machine anomaly detection against data pollution

Mechanical Systems and Signal Processing

Zuogang Shang

Zhibin Zhao

Ruqiang Yan

Xuefeng Chen

2023/4/15

Wavelet transform for rotary machine fault diagnosis: 10 years revisited

Mechanical Systems and Signal Processing

Ruqiang Yan

Zuogang Shang

Hong Xu

Jingcheng Wen

Zhibin Zhao

...

2023/10/1

Time-varying trajectory modeling via dynamic governing network for remaining useful life prediction

Mechanical Systems and Signal Processing

Zheng Zhou

Tianfu Li

Zhibin Zhao

Chuang Sun

Xuefeng Chen

...

2023/1/1

A novel temporal generative adversarial network for electrocardiography anomaly detection

Artificial Intelligence in Medicine

Jing Qin

Fujie Gao

Zumin Wang

David C Wong

Zhibin Zhao

...

2023/2/1

基于分层对齐迁移学习的锂离子电池容量估计

储能科学与技术

翟智, 王福金, 邸一, 马珮羽, 赵志斌, 陈雪峰

2023/4/5

A universal transfer network for machinery fault diagnosis

Computers in Industry

Xiaolei Yu

Zhibin Zhao

Xingwu Zhang

Shaohua Tian

Chee-Keong Kwoh

...

2023/10/1

Feature disentanglement and tendency retainment with domain adaptation for Lithium-ion battery capacity estimation

Reliability Engineering & System Safety

Fujin Wang

Zhibin Zhao

Zhi Zhai

Yanjie Guo

Huan Xi

...

2023/2/1

Industrial anomaly detection with domain shift: A real-world dataset and masked multi-scale reconstruction

arXiv preprint arXiv:2304.02216

Zilong Zhang

Zhibin Zhao

Xingwu Zhang

Chuang Sun

Xuefeng Chen

2023/4/5

Explainability-driven model improvement for SOH estimation of lithium-ion battery

Reliability Engineering & System Safety

Fujin Wang

Zhibin Zhao

Zhi Zhai

Zuogang Shang

Ruqiang Yan

...

2023/4/1

See List of Professors in Zhibin Zhao/赵志斌 University(Xi'an Jiaotong University)

Co-Authors

H-index: 72
Xuefeng Chen

Xuefeng Chen

Xi'an Jiaotong University

H-index: 31
Shibin WANG/王诗彬

Shibin WANG/王诗彬

Xi'an Jiaotong University

H-index: 25
Chuang Sun

Chuang Sun

Xi'an Jiaotong University

H-index: 23
Baijie Qiao/乔百杰

Baijie Qiao/乔百杰

Xi'an Jiaotong University

H-index: 14
Ma Meng

Ma Meng

University of Massachusetts Lowell

H-index: 13
Shuming Wu

Shuming Wu

Xi'an Jiaotong University

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