Yi Qin

9.5k total citations · 12 hit papers
266 papers, 7.2k citations indexed

About

Yi Qin is a scholar working on Control and Systems Engineering, Mechanical Engineering and Mechanics of Materials. According to data from OpenAlex, Yi Qin has authored 266 papers receiving a total of 7.2k indexed citations (citations by other indexed papers that have themselves been cited), including 144 papers in Control and Systems Engineering, 114 papers in Mechanical Engineering and 47 papers in Mechanics of Materials. Recurrent topics in Yi Qin's work include Machine Fault Diagnosis Techniques (122 papers), Gear and Bearing Dynamics Analysis (64 papers) and Fault Detection and Control Systems (36 papers). Yi Qin is often cited by papers focused on Machine Fault Diagnosis Techniques (122 papers), Gear and Bearing Dynamics Analysis (64 papers) and Fault Detection and Control Systems (36 papers). Yi Qin collaborates with scholars based in China, United States and United Kingdom. Yi Qin's co-authors include Quan Qian, Baoping Tang, Jun Luo, Sheng Xiang, Yi Wang, Jianghong Zhou, Yongfang Mao, Haizhou Chen, Dingliang Chen and Huayan Pu and has published in prestigious journals such as Angewandte Chemie International Edition, SHILAP Revista de lepidopterología and Journal of Power Sources.

In The Last Decade

Yi Qin

252 papers receiving 6.9k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Deep discriminative transfer learning network for cross-machine fault diagnosis

2022 249 citations Quan Qian, Yi Qin et al. Mechanical Systems and Signal Processing profile →
Gated Dual Attention Unit Neural Networks for Remaining Useful Life Prediction of Rolling Bearings

2020 215 citations Yi Qin, Dingliang Chen et al. profile →
Multicellular LSTM-based deep learning model for aero-engine remaining useful life prediction

2021 171 citations Sheng Xiang, Yi Qin et al. Reliability Engineering & System Safety profile →
A new deep transfer learning network based on convolutional auto-encoder for mechanical fault diagnosis

2021 161 citations Quan Qian, Yi Qin et al. Measurement profile →
Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis

2023 134 citations Quan Qian, Yi Wang et al. Knowledge-Based Systems profile →
Relationship Transfer Domain Generalization Network for Rotating Machinery Fault Diagnosis Under Different Working Conditions

2023 132 citations Quan Qian, Jianghong Zhou et al. profile →
Remaining useful life prediction of bearings by a new reinforced memory GRU network

2022 108 citations Jianghong Zhou, Yi Qin et al. Advanced Engineering Informatics profile →
Adaptive Intermediate Class-Wise Distribution Alignment: A Universal Domain Adaptation and Generalization Method for Machine Fault Diagnosis

2024 92 citations Quan Qian, Jun Luo et al. profile →
Inverse physics–informed neural networks for digital twin–based bearing fault diagnosis under imbalanced samples

2024 80 citations Yi Qin, Hongyu Liu et al. Knowledge-Based Systems profile →
Faulty rolling bearing digital twin model and its application in fault diagnosis with imbalanced samples

2024 70 citations Yi Qin, Yongfang Mao et al. Advanced Engineering Informatics profile →
Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis

2024 47 citations Quan Qian, Huayan Pu et al. Mechanical Systems and Signal Processing profile →
DG-Softmax: A new domain generalization intelligent fault diagnosis method for planetary gearboxes

2025 26 citations Quan Qian, Qi Wen et al. Reliability Engineering & System Safety profile →

Peers

Countries citing papers authored by Yi Qin

Since Specialization

Citations

This map shows the geographic impact of Yi Qin's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Yi Qin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Yi Qin more than expected).

Fields of papers citing papers by Yi Qin

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Yi Qin. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Yi Qin. The network helps show where Yi Qin may publish in the future.

Co-authorship network of co-authors of Yi Qin

This figure shows the co-authorship network connecting the top 25 collaborators of Yi Qin. A scholar is included among the top collaborators of Yi Qin based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Yi Qin. Yi Qin is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	DG-Softmax: A new domain generalization intelligent fault diagnosis method for planetary gearboxes breakdown → 2025 ·Reliability Engineering & System Safety ·Quan Qian, Qi Wen, (unknown), Yi Qin	26
2	Inverse physics–informed neural networks for digital twin–based bearing fault diagnosis under imbalanced samples breakdown → 2024 ·Knowledge-Based Systems ·Yi Qin, Hongyu Liu, Yi Wang, Yongfang Mao	80
3	Unsupervised health indicator construction by a new Gaussian-student’s t-distribution mixture model and its application 2024 ·Advanced Engineering Informatics ·Dingliang Chen, Yi Chai, Yongfang Mao, Yi Qin	2
4	Multi-objective optimal deep deconvolution and its application to early fault signal enhancement of rotating machineries 2024 ·Mechanical Systems and Signal Processing ·(unknown), Yi Wang, Yi Qin, Baoping Tang	7
5	Structural self-attention GAN-based inpainting of high dynamic range fringe pattern for 3D measurement of metal gear teeth 2024 ·Measurement ·Yi Qin, (unknown), (unknown), Yongfang Mao	1
6	Federated transfer learning for machinery fault diagnosis: A comprehensive review of technique and application 2024 ·Mechanical Systems and Signal Processing ·Quan Qian, Bin Zhang, Chuan Li, Yongfang Mao, Yi Qin	36
7	Physics-informed deep filtering of ultrasonic guided waves for incipient defect inspection of large-scale square tube structures 2023 ·Journal of Sound and Vibration ·(unknown), Yi Wang, Xiang Wan, Baoping Tang, Yi Qin, Caibin Xu	6
8	Duplex adversarial domain discriminative network for cross-domain partial transfer fault diagnosis 2023 ·Knowledge-Based Systems ·Fuqiang Liu, (unknown), Chaoqun Duan, Yi Qin, Jun Luo, Huayan Pu	12
9	A concise self-adapting deep learning network for machine remaining useful life prediction 2023 ·Mechanical Systems and Signal Processing ·Sheng Xiang, Yi Qin, Jun Luo, Fei Wu, Konstantinos Gryllias	42
10	A novel transfer gear life prediction method by the cross-condition health indicator and nested hierarchical binary-valued network 2023 ·Reliability Engineering & System Safety ·Dingliang Chen, Wei Cai, (unknown), Fei Wu, Yi Qin	20
11	Correlation warping radius tracking for condition monitoring of rolling bearings under varying operating conditions 2023 ·Mechanical Systems and Signal Processing ·(unknown), Yi Wang, Guangyao Zhang, Baoping Tang, Yi Qin	5
12	Dynamic modeling of spur gear transmission system with evolutive coupling fault of fatigue crack and wear 2023 ·Engineering Failure Analysis ·Peiyu Cao, Qirui Li, Ke Feng, Yi Qin	27
13	Review on fault-tolerant control of unmanned underwater vehicles 2023 ·Ocean Engineering ·Fuqiang Liu, (unknown), Bingxian Mu, Chaoqun Duan, Rui Chen, Yi Qin, Huayan Pu, Jun Luo	29
14	Deep time–frequency learning for interpretable weak signal enhancement of rotating machineries 2023 ·Engineering Applications of Artificial Intelligence ·(unknown), Yi Wang, Yi Qin, Baoping Tang	12
15	Discriminative manifold domain adaptation for cross-domain fault diagnosis of rotating machineries 2023 ·Knowledge-Based Systems ·Yi Qin, (unknown), Quan Qian, Yi Wang, Jun Luo	14
16	A new supervised multi-head self-attention autoencoder for health indicator construction and similarity-based machinery RUL prediction 2023 ·Advanced Engineering Informatics ·Yi Qin, (unknown), Jianghong Zhou, Huayan Pu, Yongfang Mao	76
17	Health indicator based on signal probability distribution measures for machinery condition monitoring 2023 ·Mechanical Systems and Signal Processing ·Guangyao Zhang, Yi Wang, Xiaomeng Li, Yi Qin, Baoping Tang	32
18	Forming Analysis and Heat Treatment of TC31 Titanium Alloy Component with High Ribs and Thin Webs 2023 ·Materials ·(unknown), Min Wu, (unknown), Yi Qin, (unknown), (unknown), (unknown), Jie Zhou	1
19	Simulation and experiment on bridge-shaped nonlinear piezoelectric vibration energy harvester 2018 ·Smart Materials and Structures ·Yi Qin, Tiantian Wei, Yue Zhao, Haizhou Chen	21
20	Development of an integrated manufacturing facility for mass-manufacture of miniature/micro-products : keynote paper 2006 ·Strathprints: The University of Strathclyde institutional repository (University of Strathclyde) ·Yi Qin	1

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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