2 papers
cs.LG2026
Field-Space Autoencoder for Scalable Climate Emulators
Johannes Meuer, Maximilian Witte, Étiénne Plésiat +2
Kilometer-scale Earth system models are essential for capturing local climate change. However, these models are computationally expensive and produce petabyte-scale outputs, which…
cs.LG2024
Latent Diffusion Model for Generating Ensembles of Climate Simulations
Johannes Meuer, Maximilian Witte, Tobias Sebastian Finn +3
Obtaining accurate estimates of uncertainty in climate scenarios often requires generating large ensembles of high-resolution climate simulations, a computationally expensive and m…