Research output per year
Research output per year
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Dive into the research topics where Shijun Cheng is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Gabor-based learnable sparse representation for self-supervised denoising
Liu, S., Cheng, S. & Alkhalifah, T., 2024, (Accepted/In press) In: IEEE Transactions on Geoscience and Remote Sensing. 62, p. 1 1 p., 5903016.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Robust data driven discovery of a seismic wave equation
Cheng, S. & Alkhalifah, T., Jan 1 2024, In: Geophysical Journal International. 236, 1, p. 537-546 10 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Asymptotic linearized inversion for acoustic variable-tilt transversely isotropic media through elliptic perturbation analysis
Ouyang, W., Liang, Q., Mao, W. & Cheng, S., May 19 2023, In: Wave Motion. 120, p. 103161Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Elastic Seismic Imaging Enhancement of Sparse 4C Ocean-Bottom Node Data Using Deep Learning
Cheng, S., Shi, X., Mao, W., Alkhalifah, T. A., Yang, T., Liu, Y. & Sun, H., May 12 2023, In: IEEE Transactions on Geoscience and Remote Sensing. p. 1-1 1 p.Research output: Contribution to journal › Article › peer-review
12 Scopus citations -
Multiparameter acoustic inversion for variable-tilt transversely isotropic media with generalized Radon transform
Ouyang, W., Liang, Q., Mao, W. & Cheng, S., May 11 2023, In: IEEE Transactions on Geoscience and Remote Sensing. p. 1-1 1 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Research on the differential tectonic-thermal evolution of Longmaxi shale in the southern Sichuan Basin
Zhao, L., Mao, W., Liu, Z. & Cheng, S., Jan 9 2023, In: Advances in Geo-Energy Research. 7, 3, p. 152-163 12 p.Research output: Contribution to journal › Article › peer-review
22 Scopus citations -
Seismic imaging enhancement of sparse ocean-bottom node data using deep learning
Cheng, S., Shi, X., Mao, W. & Alkhalifah, T. A., Jun 5 2023, 84th EAGE Annual Conference & Exhibition. European Association of Geoscientists & EngineersResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
Press/Media
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Study Results from King Abdullah University of Science and Technology (KAUST) Provide New Insights into Technology (Self-supervised Seismic Resolution Enhancement)
Alkhalifah, T. A., Zhang, H. & Cheng, S.
02/27/25
1 item of Media coverage
Press/Media: Press / Media
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Recent Findings in Networks Described by Researchers from King Abdullah University of Science and Technology (KAUST) (Meta Learning for Improved Neural Network Wavefield Solutions)
02/12/25
1 item of Media coverage
Press/Media: Press / Media
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Data on Networks Detailed by Researchers at King Abdullah University of Science and Technology (KAUST) (Meta-processing: a Robust Framework for Multi-tasks Seismic Processing)
06/17/24
1 item of Media coverage
Press/Media: Press / Media
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Reports Outline Data Reconstruction Study Results from Chinese Academy of Sciences (3d9c Seismic Data Reconstruction With Multi-scale Convolution Neural Network)
03/12/24
1 item of Media coverage
Press/Media: Press / Media
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New Information Technology Study Findings Have Been Reported by Investigators at Chinese Academy of Sciences (Elastic Seismic Imaging Enhancement of Sparse 4c Ocean-bottom Node Data Using Deep Learning)
07/14/23
1 item of Media coverage
Press/Media: Press / Media