8 citations · 8 across the 2 of their papers we have counts for
2 papers
physics.ao-ph2026
Regional Climate Model Emulation with Diffusion Approaches: What is the Added Value of Generative Machine Learning?
Mikel N. Legasa, Antoine Doury, Achille Gellens +4
Emulators provide a cost-effective alternative to regional climate models (RCMs) by capturing their dynamical downscaling function. They link large-scale predictors simulated by gl…
cs.LG2024★ 8 cited
A Temporal Stochastic Bias Correction using a Machine Learning Attention model
Omer Nivron, Damon J. Wischik, Mathieu Vrac +2
Climate models are biased with respect to real-world observations. They usually need to be adjusted before being used in impact studies. The suite of statistical methods that enabl…