Mind the Residual Gap: Probabilistic Downscaling under Real-World Bias

Yujin Kim, Nidhi Soma, Sarah Dean

Probabilistic downscaling models the conditional distribution of high-resolution fields given coarse inputs and is a core challenge in atmospheric science, climate modeling, and ot…