Dr. Xin Liu
Post-Doc Researcher, CIPR
Xin Liu joined CIPR as a postdoctoral researcher in October 2024. She holds a Ph.D. in Energy Resources and Petroleum Engineering from King Abdullah University of Science and Technology. She earned her master’s degree in Petroleum Engineering and her bachelor’s degree in Software Engineering. Before pursuing her Ph.D., she worked at SINOPEC as an assistant engineer for five years. Her research focuses on applying artificial intelligence to Petroleum Engineering and Geosciences.
Educational Qualification
- Ph.D., King Abdullah University of Science and Technology, Saudi Arabia, 2020-2024
- M.S., China University of Geosciences (Wuhan), China, 2012-2014
- B.S., Nanjing University of Information Science & Technology, China, 2005-2009
Research Interests
- Pore-scale reservoir characterization
- Machine learning
- CT scanning and image processing
Selected Publications
- Xin Liu, Viswasanthi Chandra, Ahmad Ihsan Ramdani, Rainer Zuhlke, Volker Vahrenkamp, ‘Using Deep-Learning to Predict Dunham Texture and Depositional Facies of Carbonate Reservoirs from Thin Sections’, Geoenergy Science and Engineering, 227, 211906(2023).