Shijun Cheng

Postdoctoral Fellows

Postdoctoral Fellow

Current

Location:

Bldg#1, 3203-CU08

Social Profile:

Research Interests

Wave propagation in single-phase and two-phase complex media;
The application of deep learning in seismic imaging and inversion problem;
Denoising and reconstruction of seismic data;
High-performance parallel computing.

Selected Publications

  • S.J. Cheng, W.J. Mao, Q.C. Zhang, and Q.R. Xu, 2021, Wave propagation in the poroviscoelastic orthorhombic two-phase media: plane-wave theory and wavefield simulation, Geophysical Journal International, 2021, 227(1): 99-122.
  • S.J. Cheng, W.J. Mao, and W. Ouyang, 2021, Plane wave propagation in viscoelastic attenuative VTI media based on fractional time derivatives, Chinese J. Geophys. (in Chinese), 64(3), 965-981.
  • Q.Q. Li, Q.C. Zhang, Q.Z. Du, S.J. Cheng, 2022, Well-guided multi-source elastic full-waveform inversion, IEEE Transactions on Geoscience and Remote Sensing. 
  • Q. Liang, W. Ouyang, W.J. Mao, and S.J. Cheng, X.L. Li, 2022. Born scattering integral, scattering radiation pattern and generalized radon transform inversion in acoustic tilted transversely isotropic media, IEEE Transactions on Geoscience and Remote Sensing, 60, 5914116.
  • W. Ouyang, Q. Liang, W.J. Mao, and S.J. Cheng, 2021, Multi-parameter true-amplitude generalized radon transform inversion for acoustic transversely isotropic media with a vertical symmetry axis, IEEE Transactions on Geoscience and Remote Sensing, 60, 4503414.
  • W. Ouyang, Q. Liang, W.J. Mao, and S.J. Cheng, 2021, Linearized scattering problem in acoustic transversely isotropic media with a vertical symmetry axis, Wave Motion, 104, 102753.
  • Q. Liang, W. Ouyang, W.J. Mao, and S.J. Cheng, 2020, Scattering pattern analysis and true-amplitude generalized Radon transform migration for acoustic transversely isotropic media with a vertical axis of symmetry, Geophysical Prospecting, 68(4), 1211-1227.

Education

Sep. 2018 – Dec. 2021: Ph.D.  Solid geophysics, Innovation Academy of Precision Measurement Science and Technology, Chinese Academy of Sciences.
Sep. 2015 – Jun. 2018: Master.  Applied Geophysics, College of geo-exploration science and technology, Jilin University.
Sep. 2011 – Jun. 2015: Bachelor.  Applied Geophysics, College of geo-exploration science and technology, Jilin University.

Professional Profile

Jan. 2022 – Jul. 2022: Postdoc.  Innovation Academy of Precision Measurement Science and Technology, Chinese Academy of Sciences.

Scientific and Professional Membership

SEG

EAGE

Awards

2021   Pacemaker to Merit Student of University of Chinese Academy of Sciences
2016   Outstanding cadres of Jilin University
2013   Outstanding students of Jilin University

KAUST Affiliations

Physical Science and Engineering Division (PSE)

Research Interests Keywords

Deep learning Seismic imaging & inversion with deep learning Large scale/High capacity computing