Philipp Hess

Deep Learning for Improving Numerical Weather Prediction of Heavy Rainfall

Philipp Hess, Niklas Boers · Journal of Advances in Modeling Earth Systems · 2022 · 108 citations · Full text

Natural Sciences, Computer Science, Earth Sciences +17

Physically constrained generative adversarial networks for improving precipitation fields from Earth system models

Philipp Hess, Markus Drüke, Stefan Petri et al. · Nature Machine Intelligence · 2022 · 77 citations

Natural Sciences, Earth Sciences, Meteorology +16

Collaboration between artificial intelligence and Earth science communities for mutual benefit

Min Chen, Zhen Qian, Niklas Boers et al. · Nature Geoscience · 2024 · 33 citations · Full text

Computing, Computer Science, Earth Sciences +16

Deep Learning for Bias‐Correcting CMIP6‐Class Earth System Models

Philipp Hess, Stefan Lange, Christof Schötz et al. · Earth s Future · 2023 · 28 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +16

Fast, scale-adaptive and uncertainty-aware downscaling of Earth system model fields with generative machine learning

Philipp Hess, Michael Aich, Baoxiang Pan et al. · Nature Machine Intelligence · 2025 · 22 citations · Full text

Natural Sciences, Earth Sciences, Climate Science +14