- 2023-present
- Associate research Fellow
- 中国科学技术大学先进技术研究院
- Email: sunxiaoming_cupb@sina.com
- Ph.D.: Geological Resource and Geological Engineering, China University of Petroleum-Beijing, 2016-2020.
- Visiting student: Geology, University of Bristol, 2018.11-2019.11.
- Master: Mineral Resource Prospecting and Exploration, China University of Petroleum (Beijing), 2012-2015.
- Undergraduate: Resource Prospecting Engineering, Northeast Petroleum University, 2006-2010.
- Experience: Oil Recovery Technician, Henan Oil Field, Sinopec, 2010.07-2011.03.
- Research: seismic and well-log interpretation, reservoir characterization, deep learning
Projects
1. 中石油科技创新基金，基于深度学习的地震储层参数反演方法研究，18万元，2020.12-2022.12，主持（PI）2. 中科大校青创基金，8万元，主持（PI）
Publication
9. Sun, X., Z. Bi, X. Wu*, Y. Ye, C. Yang, and H. Meng, 2022, Seismic facies identification based on few-shot learning with the constraints of seismic horizons. Geophysics, submitted.8. Gao, H., X. Wu*, J. Zhang, X. Sun, and Z. Bi, 2022, ClinoformNet: stratigraphic forward modeling and deep learning for seismic clinoform delineation. Geoscientific Model Development (GMD), submitted. [FIG].
7. Sheng, H., X. Wu*, X. Sun, and L. Wu, 2023, Deep learning for characterizing CO2 migration in time-lapse seismic images, Fuel, https://doi.org/10.1016/j.fuel.2022.126806. [GIF].
6. Li, J., X. Wu*, Y. Ye, C. Yang, Z. Hu, X. Sun, and T. Zhao, 2023, Unsupervised contrastive learning for seismic facies characterization, Geophysics, Vol. 88(1), WA81–WA89. [PDF]. [FIG].
5. Yan, S., X. Sun, X. Wu*, S. Zhang, and H. Si, 2022, Building subsurface models with horizon-guided interpolation and deep learning: applied to the Volve field dataset. Geophysics, Vol. 87(4), B233–B245. [PDF]. [FIG].
4. Sun, X. , S. Cao and Z. Niu, 2020, Thin section and X-ray computed tomography for characterizing volcanic reservoirs in Chagan Sag, Yin-E basin, China. Interpretation, in press.
3. Sun, X. , S. Cao, X. Pan, X. Hou, H. Gao and J. Li, 2018, Characteristics and prediction of weathered volcanic rock reservoirs: A case study of Carboniferous rocks in Zhongguai paleouplift of Junggar Basin, China. Interpretation, 6(2): T431-T447.
2. Sun, X.， and S. Cao, 2018, Seismic characterization of volcanic reservoirs in Junggar Basin, China, SEG International Exposition and Annual Meeting, p3413-3417.
1. Sun, X. , S. Cao, H. Huang, X. Pan and Y. Ma, 2017, Prospect identification in volcanic rock area-A case study from project Ke021 of Zhongguai paleo-upwarping of Junggar Basin, China. 79th EAGE Conference and Exhibition.