Sixiu Liu
Ph.D. degree in Earth science and engineering with the King Abdullah University of Science and Technology (KAUST)
Research Interests
- Seismic processing.
- Deep learning.
Education
- Doctor of Philosophy (Ph.D.)
- Earth, Atmospheric, and Planetary Sciences, King Abdullah University of Science and Technology (KAUST), Saudi Arabia, 2024
- Master of Science (M.S.)
- Physics Engineering, Jilin University, China, 2020
- Bachelor of Science (B.S.)
- Physics Engineering, Jilin University, China, 2020
Selected Publications
- Liu, S. ., Cheng, S. ., & Alkhalifah, T. A. (2024). Gabor-Based Learnable Sparse Representation for Self-Supervised Denoising.
- Liu, S. ., Birnie, C. ., & Alkhalifah, T. . (2022). Coherent noise suppression via a self-supervised deep learning scheme. 83rd EAGE Annual Conference & Exhibition. Presented at the. EarthDoc.
- Birnie, C. ., Ravasi, M. ., Liu, S. ., & Alkhalifah, T. . (2021). The potential of self-supervised networks for random noise suppression in seismic data. Science Direct.