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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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physics.geo-ph2024★ 2 cited

Conditional diffusion models for downscaling and bias correction of Earth system model precipitation

Michael Aich, Philipp Hess, Baoxiang Pan +3

Climate change exacerbates extreme weather events like heavy rainfall and flooding. As these events cause severe socioeconomic damage, accurate high-resolution simulation of precip…

physics.ao-ph2024

Fast, Scale-Adaptive, and Uncertainty-Aware Downscaling of Earth System Model Fields with Generative Machine Learning

Philipp Hess, Michael Aich, Baoxiang Pan +1

Accurate and high-resolution Earth system model (ESM) simulations are essential to assess the ecological and socio-economic impacts of anthropogenic climate change, but are computa…