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).
Research Experience
Research areas include physics-guided machine learning, data-driven scientific discovery, AI for tropical meteorology, downscaling (super-resolution/bias-correction), machine learning parameterizations, and studies on radiation and convection.
Background
Research interests lie at the intersection of atmospheric physics and artificial intelligence, dedicated to advancing our understanding of the atmosphere and driving the development of next-generation weather and climate models. This is achieved through creatively combining observational data, physical theory, computational science, and statistics.
Miscellany
The lab welcomes collaborations across the broad field of environmental data science.