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20242026
most citedConditional diffusion models for downscaling and bias correction of Earth system model precipitation

2 citations · 2 across the 5 of their papers we have counts for

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cs.LG2025

Generating time-consistent dynamics with discriminator-guided image diffusion models

Philipp Hess, Maximilian Gelbrecht, Christof Schötz +4

Realistic temporal dynamics are crucial for many video generation, processing and modelling applications, e.g. in computational fluid dynamics, weather prediction, or long-term cli…

cs.LG2025

Generating realistic global precipitation fields from modelled atmospheric circulation

Michael Aich, Sebastian Bathiany, Philipp Hess +2

Improving the representation of precipitation in Earth system models (ESMs) is critical for assessing the impacts of climate change and especially of extreme events like floods and…