Philipp Hess

1. Fast, Scale-Adaptive, and Uncertainty-Aware Downscaling of Earth System Model Fields with Generative Machine Learning
   2024/03/05 by Philipp Hess, Hess, Philipp, Michael Aich +5 · 7 citations
   Computer Science · Earth and Planetary Sciences · Engineering · #Advanced Computational Techniques and Applications #Atmospheric and Oceanic Physics (physics.ao-ph) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Geological Modeling and Analysis #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods
2. Conditional diffusion models for downscaling and bias correction of Earth system model precipitation
   2024/04/05 by Michael Aich, Philipp Hess, Aich, Michael +9 · 4 citations
   Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate change and permafrost #FOS: Computer and information sciences #FOS: Physical sciences #Geological Studies and Exploration #Geophysics (physics.geo-ph) #Geophysics and Gravity Measurements #Machine Learning (cs.LG)
3. Flexible generation of daily Earth system model projections across radiative forcing scenarios
   2026/07/23 by Yu Huang, Sebastian Bathiany, Shangshang Yang +3
   #physics.ao-ph