About
We are a research group at the intersection of atmospheric physics and artificial intelligence. In addition to advancing our understanding of the atmosphere, we drive the development of next-generation weather and climate models. To that end, we creatively combine observational data, physical theory, computational science, and statistics. Committed to interdisciplinary research, we welcome collaborations across the broad field of environmental data science.
∂3AWN co-founded the Expertise Center for Climate Extremes (ECCE) and is part of the Institute of Earth Surface Dynamics (IDYST), within the Faculty of Geosciences and Environment (FGSE) at the University of Lausanne (UNIL).
Our research includes:
- Physics-guided machine learning
- Data-driven scientific discovery
- AI for tropical meteorology
- Downscaling (super-resolution/bias-correction)
- Machine learning parameterizations
- Radiation and convection