Shiyin Wei

1.0k citations

17 papers · 833 indexed · 1 hit paper · h-index 8

Civil and Structural Engineering top 2%
Mechanical Engineering
Mechanics of Materials top 10%
Control and Systems Engineering top 10%
Computer Vision and Pattern Recognition top 10%

Co-authors: Yuequan Bao Hui LiYang XuZhicheng Chen Zhiyi Tang Shunlong Li Zhaohui Zhang Xiaowei Jin
Topics: Structural Health Monitoring Techniques (13 papers)Infrastructure Maintenance and Monitoring (13 papers)Concrete Corrosion and Durability (9 papers)
Cited by: Civil and Structural Engineering Geology Nuclear Energy and Engineering
Journals: Mechanical Systems and Signal Processing Engineering Structures Smart Materials and Structures
Partner nations: China

In The Last Decade

Shiyin Wei

15 papers receiving 817 citations

Hit 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.

The State of the Art of Data Science and Engineering in Structural Health Monitoring

2019 351 citations Yuequan Bao, Zhicheng Chen et al. Engineering profile →

Peers

Countries citing papers authored by Shiyin Wei

Since Specialization

Citations

This map shows the geographic impact of Shiyin Wei'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 Shiyin Wei with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Shiyin Wei more than expected).

Fields of papers citing papers by Shiyin Wei

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Shiyin Wei. 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 Shiyin Wei. The network helps show where Shiyin Wei may publish in the future.

Co-authorship network of co-authors of Shiyin Wei

This figure shows the co-authorship network connecting the top 25 collaborators of Shiyin Wei. A scholar is included among the top collaborators of Shiyin Wei 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 Shiyin Wei. Shiyin Wei is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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17 of 17 papers shown

#	Work	Indexed citations
1	Optimal placement of multiple types of sensors based on Bayesian system identification using heuristic-enhanced deep reinforcement learning 2025 ·Engineering Structures ·(unknown),Shiyin Wei,Yong Huang,Kailiang Jia,Hui Li	0
2	Disentangling the latent space of an end2end generative VRNN model for structural health condition diagnosis 2025 ·Mechanical Systems and Signal Processing ·Shiyin Wei,Yong Huang,Hui Li	0
3	SDIGLM: leveraging large language models and multimodal chain of thought for structural damage identification 2025 ·Structural Health Monitoring ·(unknown),Shiyin Wei,Yong Huang,(unknown),(unknown),Kui Jiang,Hui Li	2
4	Adaptive Vibration Monitoring of Railway Track Structures Using the UWFBG by the Identification of Train-Load Patterns 2024 ·Buildings ·(unknown),Qiuyi Li,Shijie Zhang,Lin Chao,Shiyin Wei	2
5	Convolutional Autoencoder-Based Damage Detection for Urban Railway Tracks Using an Ultra-Weak FBG Array Monitoring System 2024 ·IEEE Sensors Journal ·(unknown),Qiuyi Li,Shijie Zhang,Lin Chao,Shiyin Wei	3
6	Damage identification of long-span bridges based on the correlation of monitored global dynamic responses in high dimensional space 2023 ·Engineering Structures ·(unknown),Shiyin Wei,Yang Xu,Hui Li	7
7	Detecting and testing multiple change points in distributions of damage-sensitive feature data for data-driven structural condition assessment: A distributional time series change-point analytic approach 2023 ·Mechanical Systems and Signal Processing ·(unknown),Zhicheng Chen,Hui Li,Shiyin Wei	7
8	A Robust Deep Learning-Based Damage Identification Approach for SHM Considering Missing Data 2023 ·Applied Sciences ·(unknown),(unknown),(unknown),Shiyin Wei	15
9	Damage identification of long-span bridges based on the correlation of probability distribution of monitored quasi-static responses 2022 ·Mechanical Systems and Signal Processing ·(unknown),Shiyin Wei,Xiaowei Jin,Zhicheng Chen,Hui Li	22
10	A change-point detection method for detecting and locating the abrupt changes in distributions of damage-sensitive features of SHM data, with application to structural condition assessment 2022 ·Structural Health Monitoring ·(unknown),Zhicheng Chen,Hui Li,Shiyin Wei	7
11	Automatic seismic damage identification of reinforced concrete columns from images by a region-based deep convolutional neural network 2019 ·Structural Control and Health Monitoring ·Yang Xu,Shiyin Wei,Yuequan Bao,Hui Li	168
12	Optimal policy for structure maintenance: A deep reinforcement learning framework 2019 ·Structural Safety ·Shiyin Wei,Yuequan Bao,Hui Li	86
13	The State of the Art of Data Science and Engineering in Structural Health Monitoringbreakdown → 2019 ·Engineering ·Yuequan Bao,Zhicheng Chen,Shiyin Wei,Yang Xu,Zhiyi Tang,Hui Li	351
14	General solutions for nonlinear differential equations: a deep reinforcement learning approach. 2018 ·arXiv (Cornell University) ·Shiyin Wei,Xiaowei Jin,Hui Li	1
15	Strain features and condition assessment of orthotropic steel deck cable-supported bridges subjected to vehicle loads by using dense FBG strain sensors 2017 ·Smart Materials and Structures ·Shiyin Wei,Zhaohui Zhang,Shunlong Li,Hui Li	40
16	Condition assessment of cables by pattern recognition of vehicle-induced cable tension ratio 2017 ·Engineering Structures ·Shunlong Li,Shiyin Wei,Yuequan Bao,Hui Li	121
17	Clustering of Vehicular Cable Tension of Cable-Stayed Bridge Under Normal Operation Conditions 2015 ·Shiyin Wei,Shunlong Li,Hui Li	1

About Shiyin Wei

Shiyin Wei is a scholar working on Civil and Structural Engineering, Radiological and Ultrasound Technology and Control and Systems Engineering, having authored 17 papers that have together received 833 indexed citations. Recurring topics across this work include Structural Health Monitoring Techniques (13 papers), Infrastructure Maintenance and Monitoring (13 papers) and Concrete Corrosion and Durability (9 papers). The work is most often cited by research in Civil and Structural Engineering (698 citations), Geology (39 citations) and Nuclear Energy and Engineering (3 citations). Shiyin Wei has collaborated with scholars based in China. Frequent co-authors include Yuequan Bao, Hui Li, Yang Xu, Zhicheng Chen, Zhiyi Tang, Hui Li, Shunlong Li, Zhaohui Zhang, Xiaowei Jin and Hui Li. Their work appears in journals such as Mechanical Systems and Signal Processing, Engineering Structures and Smart Materials and Structures.

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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