I am currently a Penn AI Fellow at University of Pennsylvania, working with Prof. Paris Perdikaris and Prof. Nat Trask. My research focuses on developing physics-informed machine learning methods, particularly PINNs and operator learning, and generative models to solve forward and inverse problems across geophysics, fluid dynamics, and beyond. Building on this foundation, I am extending these approaches to Earth, environmental, and material systems, seeking to unify physical modeling and data-driven learning to better understand and forecast coupled processes in the subsurface and engineered systems.
I did my Ph.D. at King Abdullah University of Science and Technology, advised by Prof. Tariq Alkhalifah. I received my Master’s degree from Tongji University, advised by Prof. Yuzhu Liu, and Bachelor’s degree from Jilin university. I also worked as a research intern at Microsoft Research AI4Science and Microsoft Research Asia.
