most citedAlgorithmic Hallucinations of Near-Surface Winds: Statistical Downscaling with Generative Adversarial Networks to Convection-Permitting Scales

6 citations · 6 across the 1 of their papers we have counts for

collaborators

1 paper

physics.ao-ph2023★ 6 cited

Algorithmic Hallucinations of Near-Surface Winds: Statistical Downscaling with Generative Adversarial Networks to Convection-Permitting Scales

Nicolaas J. Annau, Alex J. Cannon, Adam H. Monahan

This paper explores the application of emerging machine learning methods from image super-resolution (SR) to the task of statistical downscaling. We specifically focus on convoluti…