Yu Ding

Intelligent fault diagnosis for rotating machinery using deep Q-network based health state classification: A deep reinforcement learning approach

Yu Ding, Liang Ma, Jian Ma et al. · Advanced Engineering Informatics · 2019 · 156 citations

Artificial Intelligence, Fault Diagnosis, Intelligent Fault Diagnosis +11

A Generative Adversarial Network-Based Intelligent Fault Diagnosis Method for Rotating Machinery Under Small Sample Size Conditions

Yu Ding, Liang Ma, Jian Ma et al. · IEEE Access · 2019 · 102 citations · Full text

Artificial Intelligence, Fault Diagnosis, Condition Monitoring +14

A hybrid transfer learning scheme for remaining useful life prediction and cycle life test optimization of different formulation Li-ion power batteries

Jian Ma, Pengchao Shang, Xinyu Zou et al. · Applied Energy · 2020 · 85 citations

Electric Battery, Electrical Engineering, Engineering +10

An interpretable data augmentation scheme for machine fault diagnosis based on a sparsity-constrained generative adversarial network

Liang Ma, Yu Ding, Zili Wang et al. · Expert Systems with Applications · 2021 · 75 citations

Artificial Intelligence, Fault Diagnosis, Data Augmentation +8

Noninvasive thrombolysis using histotripsy beyond the intrinsic threshold (microtripsy)

Xi Zhang, Gabe E. Owens, Hitinder S. Gurm et al. · IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control · 2015 · 63 citations

Engineering, Biomedical Engineering, Cavitation Clouds +23