17
Publications
1.5K
Citations
13
H-Index
2012
Active since
Affiliations
Siwei Yu is an author at Harbin Institute of Technology specializing in engineering, seismology, and data science.
Top concepts
EngineeringSeismologyData ScienceInverse ProblemsMachine LearningSignal ProcessingDeep LearningGeodesyGeophysicsEarth Science
Publications per year
2012–2023
17
17
Deep Learning for Geophysics: Current and Future Trends
Siwei Yu, Jianwei Ma · Reviews of Geophysics · 2021 · 486 citations · Full text
Siwei Yu, Jianwei Ma, Wenlong Wang · Geophysics · 2019 · 369 citations
Interpolation and denoising of high-dimensional seismic data by learning a tight frame
Siwei Yu, Jianwei Ma, Xiaoqun Zhang et al. · Geophysics · 2015 · 164 citations
Monte Carlo data-driven tight frame for seismic data recovery
Siwei Yu, Jianwei Ma, Stanley Osher · Geophysics · 2016 · 82 citations
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