Generative multi-scale modeling via spatial autoregressive transport maps

Alejandro Calle-Saldarriaga, Paul F. V. Wiemann, Matthias Katzfuss

Spatial fields in the Earth and environmental sciences are often available at multiple scales or resolutions. While coarse-scale data (e.g., from global circulation models) are oft…