Videos
Explaining the research in motion: films and talks on forecasting air pollution with physics and learning.
Foehn: forecasting air pollution at 1 km, everywhere on Earth
An eight-minute film on Foehn, our global kilometre-scale probabilistic forecast of PM2.5: from the particles you breathe and the people whom coarse grids hide, to the air followed backwards through the weather forecast (FLEXGREEN), the generator that turns noise into a forecast, and how well it works at thousands of stations. Real data throughout; subtitles available.
Physics-informed neural architectures for air quality
A short scientific video walking through my research on physics-informed neural architectures for high-resolution air quality and Earth system prediction, the work behind TopoFlow and CRAN-PM.