Dr. Shijie Jiang
Main Focus
My primary research interests are in the interactions of climate, water, and ecosystems under changing climate and human impacts. I focus particularly on the integration of data and domain knowledge with hybrid and explainable machine learning methods to address scientific challenges in these areas of interest.
Specific research interests:
- Terrestrial ecohydrological processes and interactions at different scales
- Integration of physics and data with hybrid and explainable AI
- Coupling and feedback mechanisms between water, energy, and carbon cycles
- Predictability, attribution, and impacts of climate extremes
- Hydroclimatology, climate change impacts, and human influences
Curriculum Vitae
Research Experience
2023 - ELLIS Unit Jena Group Leader at Max Planck Institute for Biogeochemistry
2021 - 2023 Postdoctoral researcher at Helmholtz Centre for Environmental Research
2016 - 2017 Research Assistant at Southern University of Science and Technology
Education
2017 - 2021 Ph.D at National University of Singapore
2013 - 2016 M.Sc at Beijing Normal University
2009 - 2013 B.Sc at Wuhan University