Philipp Hess

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Generative Process

Maximum Entropy

Diffusion Model

Top Venues

Nat. Mac. Intell.

Publications

Michael Aich, Philipp Hess, Baoxiang Pan, Sebastian Bathiany, Yu Huang, Niklas Boers
Conditional diffusion models for downscaling & bias correction of Earth system model precipitation. CoRR (2024)
Philipp Hess, Michael Aich, Baoxiang Pan, Niklas Boers
Fast, Scale-Adaptive, and Uncertainty-Aware Downscaling of Earth System Model Fields with Generative Foundation Models. CoRR (2024)
Philipp Hess, Stefan Lange, Niklas Boers
Deep Learning for bias-correcting comprehensive high-resolution Earth system models. CoRR (2023)
Philipp Hess, Markus Drüke, Stefan Petri, Felix M. Strnad, Niklas Boers
Physically constrained generative adversarial networks for improving precipitation fields from Earth system models. Nat. Mac. Intell. 4 (10) (2022)
Philipp Hess, Markus Drüke, Stefan Petri, Felix M. Strnad, Niklas Boers
Physically Constrained Generative Adversarial Networks for Improving Precipitation Fields from Earth System Models. CoRR (2022)