AI + Weather (Computer Vision)

WeatherBench Probability was my masters thesis work, built on extending the existing WeatherBench project by European Centre for Medium range Weather Forecasting (ECMWF). I extended the project from deterministic to probabilistic approaches. The objective is to find weather predictions 3,5 days ahead. Since Weather is a chaotic phenomena, we proposed 3 ensemble methods to take care of the inherent uncertainty in predictions. Paper published. Poster at EGU Conference/ One-Slider.