Neural networks for extreme quantile regression with an application to forecasting of flood risk OC Pasche, S Engelke The Annals of Applied Statistics 18 (4), 2818-2839, 2024 | 35 | 2024 |
The effect of a short observational record on the statistics of temperature extremes J Zeder, S Sippel, OC Pasche, S Engelke, EM Fischer Geophysical Research Letters 50 (16), e2023GL104090, 2023 | 21 | 2023 |
Causal modelling of heavy-tailed variables and confounders with application to river flow OC Pasche, V Chavez-Demoulin, AC Davison Extremes 26 (3), 573-594, 2023 | 9 | 2023 |
Validating Deep Learning Weather Forecast Models on Recent High-Impact Extreme Events OC Pasche, J Wider, Z Zhang, J Zscheischler, S Engelke Artificial Intelligence for the Earth Systems 4 (1), e240033, 2025 | 6 | 2025 |
Granger Causality in Extremes J Bodik, OC Pasche arXiv preprint arXiv:2407.09632, 2024 | | 2024 |
Modeling Extreme Events: Univariate and Multivariate Data-Driven Approaches G Buriticá, M Hentschel, OC Pasche, F Röttger, Z Zhang arXiv preprint arXiv:2401.14910, 2024 | | 2024 |