I am a PhD student in Computational Science and Engineering at Georgia Institute of Technology, advised by Prof. Felix J. Herrmann. I work in SLIM (Seismic Laboratory for Imaging and Modeling) group mainly on robust & low-cost methods for time-lapse seismic monitoring of carbon storage and sequestration.
In general, my research interests include (but not limited to)
- machine learning
- large-scale inverse problems
- scientific computing
- PDE-constrained optimization
- computational imaging
- uncertainty quantification
Before coming to Georgia Tech, I graduated from Emory University in 2019, with a summa cum laude Bachelor of Science degree in Mathematics and Computer Science. I conducted research on regularization methods for image reconstruction from CT scans, advised by Prof. James G. Nagy and wrote my honors thesis, Edge Detection and Enriched Subspaces.
In my spare time, I enjoy playing golf, basketball and hiking.
Sep, 2022: Check our preprint on De-risking geological carbon storage from high resolution time-lapse seismic to explainable leakage detection.
Aug, 2022: De-risking Carbon Capture and Sequestration with Explainable CO2 Leakage Detection in Time-lapse Seismic Monitoring Images is accepted in AAAI 2022 Fall Symposium: The Role of AI in Responding to Climate Challenges.
Aug, 2022: The time-lapse seismic monitoring of geological carbon storage work in SLIM group is featured in College of Computing at Georgia Tech news.
May, 2022: Several abstracts are accepted and going to be presented at the 2022 International Meeting for Applied Geoscience & Energy Meeting.
Aug, 2021: I started to work as a TA for EAS 4803/8803 Seismic monitoring CO2 storage taught by Prof. Felix J. Herrmann in Spring 2022 semester.
Oct, 2021: I passed my PhD qualify exam!
Sep, 2021: I presented our work on Compressive time-lapse seismic monitoring of carbon storage and sequestration with the joint recovery model in Oral Session TL 1: “Advances and Case Studies”, International Meeting for Applied Geoscience & Energy.
Sep, 2021: I gave a talk at Georgia Tech Geophysics Seminar on “low-cost and robust seismic monitoring of carbon storage and sequestration with the joint recovery model”.
Aug, 2021: I started to work as the head TA for CSE/ISYE 6740 Computational Data Analysis taught by Prof. B. Aditya Prakash in Fall 2021 semester.
Aug, 2021: I received SEG Technical Program Registration grant to register the IMAGE 2021 conference. Thanks SEG!
Jun, 2020: I received SEG/Chevron Student Leadership Symposium (SLS) travel grant to attend the 2020 SEG Annual Meeting. Thanks SEG and Chevron!