Haoran Zhang (张浩然)

PhD Students

Visiting Student


Contact Information:


Haoran is a PhD candidate in China University of Petroleum – Beijing, under the supervision of Prof. Yang Liu. He is currently a visiting PhD student in SWAG (from Feb. 2022). His research interests include seismic signal processing, seismic inversion and deep learning applications in geophysics.

Research Interests

Deep learning applications in geophysics, Seismic inversion, Seismic signal processing

Selected Publications

Zhang, H., P. Yang, Y. Liu, Y. Luo and J. Xu, 2022, Deep Learning-Based Low-frequency Extrapolation and Impedance Inversion of Seismic Data: IEEE Geoscience and Remote Sensing Letters, vol. 19, art no. 7505905, doi: 10.1109/LGRS.2021.3123955.

Zhang, H., T. Chen, Y. Liu, Y. Zhang, and J. Liu, 2021, Automatic seismic facies interpretation using supervised deep learning: Geophysics, vol. 86, no. 1, IM15–IM33, doi: 10.1190/geo2019-0425.1.


2017–present, MS/PhD, China University of Petroleum – Beijing, China
2013–2017, BS, Shandong University of Science and Technology, China

Scientific and Professional Membership

Society of Exploration Geophysicists (SEG)

KAUST Affiliations

Seismic Wave Analysis Group (SWAG), Earth Science and Engineering (ErSE) Program

Non-KAUST Affiliations

College of Geophysics, China University of Petroleum – Beijing, China

Research Interests Keywords

Seismic imaging Deep learning Geophysics Signal processing