HAI Postdoctoral Fellow
Dapeng earned his Ph.D. degree in hydrology at The Pennsylvania State University, where his research focused on systematically integrating machine learning and physical models for large scale water cycle simulations and streamflow forecasting. He earned his Bachelor’s degree in hydraulic engineering from Wuhan University and his Master’s degree in hydrology and water resources from Peking University. His current research interests focus on synergizing AI, domain physics, and large observational data for earth systems modeling and geoscientific knowledge discovery, with emphasis on global water cycle and the interactions between water and plant systems under climate change. Integrating AI, physical models, and large data for hydrology and earth systems modeling; Terrestrial water cycle and its interactions with plant and climate systems.