Modeling Spatial Extremal Dependence of Precipitation Using Distributional Neural Networks

Christopher Bülte, Lisa Leimenstoll, Melanie Schienle

In this work, we propose a simulation-based estimation approach using generative neural networks to determine dependencies of precipitation maxima and their underlying uncertainty…