Estimation of spatio-temporal extremes via generative neural networks. - Christopher Bülte; Lisa Leimenstoll; Melanie Schienle (CoRR, 2024)

Probabilistic neural operators for functional uncertainty quantification. - Christopher Bülte; Philipp Scholl 003; Gitta Kutyniok (Trans. Mach. Learn. Res., 2025)

Graph Neural Networks for Enhancing Ensemble Forecasts of Extreme Rainfall. - Christopher Bülte; Sohir Maskey; Philipp Scholl 003; Jonas von Berg; Gitta Kutyniok (CoRR, 2025)

An Axiomatic Assessment of Entropy- and Variance-based Uncertainty Quantification in Regression. - Christopher Bülte; Yusuf Sale; Timo Löhr; Paul Hofman; Gitta Kutyniok; Eyke Hüllermeier (CoRR, 2025)