A multivariate diffusion generative downscaling method preserves inter-variable correlations in climate data under large resolution increases, enabling more accurate compound risk assessment.
Diffusion with offset noise.https://www.crosslabs.org/blog/ diffusion-with-offset-noise(2023)
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Generative climate downscaling enables high-resolution compound risk assessment by preserving multivariate dependencies
A multivariate diffusion generative downscaling method preserves inter-variable correlations in climate data under large resolution increases, enabling more accurate compound risk assessment.