ML4WX

Post-processing & calibration

Correcting rainfall forecasts of a numerical weather prediction model using generative adversarial networks

Chang-Hoo Jeong, Mun Yong Yi

The Journal of Supercomputing ·

Paper

In one sentence. GAN-based post-processing corrects rainfall forecasts from a numerical weather prediction model; abstract unavailable, so scope is inferred from the title.

Labels

Topic
Post-processing & calibration
Type
New model or method
Method
GAN or VAE
Time scale
6 h–3 days
Domain
Regional
Data
NWP analysis or forecasts (IFS, GFS, ...)
Status
Research
Identifiers
DOI:10.1007/s11227-022-04686-y OpenAlex:W4286742083
Added
2026-10-22

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