Siwei Yu
Impact in
- Geophysics top 2%
- Seismic Imaging and Inversion Techniques
- Seismic Waves and Analysis
- Ocean Engineering top 1%
- Drilling and Well Engineering
- Reservoir Engineering and Simulation Methods
- Geophysical Methods and Applications
Papers in ⓘ
- Geophysics 26
- Seismic Imaging and Inversion Techniques 25
- Seismic Waves and Analysis 10
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- Image and Signal Denoising Methods 11
- Co-authors
- Jianwei Ma (20 shared papers)Wenlong Wang (1 shared paper)Xiaoqun Zhang (1 shared paper)Stanley Osher (3 shared papers)Mauricio D. Sacchi (1 shared paper)Yongna Jia (2 shared papers)Lina Liu (1 shared paper)Zuoqiang Shi (1 shared paper)
- Journals
- Geophysics (10 papers)IEEE Transactions on Geoscience and Remote Sensing (4 papers)IEEE Geoscience and Remote Sensing Letters (2 papers)Journal of Seismology (1 paper)IET Radar Sonar & Navigation (1 paper)
- Partner nations
- ChinaUnited StatesNorway
In The Last Decade
Siwei Yu
28 papers receiving 1.1k citations
Hit Papers
Peers
Comparison fields: 5 of 70
- Geophysics 864
- Ocean Engineering 382
- Computer Vision and Pattern Recognition 302
- Artificial Intelligence 221
- Oceanography 66
Countries citing papers authored by Siwei Yu
This map shows the geographic impact of Siwei Yu'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 Siwei Yu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Siwei Yu more than expected).
Fields of papers citing papers by Siwei Yu
This network shows the impact of papers produced by Siwei Yu. 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 Siwei Yu. The network helps show where Siwei Yu may publish in the future.
Co-authors
The 18 scholars most cited alongside Siwei Yu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 30 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Deep Learning for Geophysics: Current and Future Trends Hit paper breakdown → | 2021 | 335 |
| 2 | Deep learning for denoising Hit paper breakdown → | 2019 | 281 |
| 3 | 2015 | 136 | |
| 4 | 2017 | 81 | |
| 5 | 2016 | 70 | |
| 6 | 2017 | 54 | |
| 7 | 2016 | 29 | |
| 8 | 2017 | 18 | |
| 9 | 2018 | 18 | |
| 10 | 2023 | 14 | |
| 11 | 2019 | 13 | |
| 12 | 2019 | 9 | |
| 13 | 2017 | 8 | |
| 14 | Compressive Sensing and its Application: from Sparse to Low-rank Regularized Optimization | 2012 | 7 |
| 15 | 2018 | 6 | |
| 16 | Deep learning tutorial for denoising. | 2018 | 5 |
| 17 | 2023 | 4 | |
| 18 | 2023 | 3 | |
| 19 | 2024 | 2 | |
| 20 | 2024 | 2 |
About Siwei Yu
Siwei Yu is a scholar working on Geophysics, Computer Vision and Pattern Recognition, Computational Mechanics, Ocean Engineering and Artificial Intelligence, having authored 30 papers that have together received 1.1k indexed citations. Recurring topics across this work include Seismic Imaging and Inversion Techniques (25 papers), Image and Signal Denoising Methods (11 papers), Seismic Waves and Analysis (10 papers), Sparse and Compressive Sensing Techniques (7 papers), Seismology and Earthquake Studies (5 papers), Drilling and Well Engineering (4 papers), Reservoir Engineering and Simulation Methods (3 papers) and Hydraulic Fracturing and Reservoir Analysis (3 papers). The work is most often cited by research in Geophysics (864 citations), Ocean Engineering (382 citations), Computer Vision and Pattern Recognition (302 citations), Artificial Intelligence (221 citations) and Oceanography (66 citations). Siwei Yu has collaborated with scholars based in China, United States and Norway. Frequent co-authors include Jianwei Ma, Wenlong Wang, Xiaoqun Zhang, Stanley Osher, Mauricio D. Sacchi, Yongna Jia, Lina Liu, Zuoqiang Shi, Mathini Sellathurai and Jubran Akram. Their work appears in journals such as Geophysics, IEEE Transactions on Geoscience and Remote Sensing, IEEE Geoscience and Remote Sensing Letters, Journal of Seismology and IET Radar Sonar & Navigation.
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.