3 papers
cs.LG2025
EPT-2 Technical Report
Roberto Molinaro, Niall Siegenheim, Niels Poulsen +12
We present EPT-2, the latest iteration in our Earth Physics Transformer (EPT) family of foundation AI models for Earth system forecasting. EPT-2 delivers substantial improvements o…
cs.AI2024
EPT-1.5 Technical Report
Roberto Molinaro, Jordan Dane Daubinet, Alexander Jakob Dautel +10
We announce the release of EPT-1.5, the latest iteration in our Earth Physics Transformer (EPT) family of foundation AI earth system models. EPT-1.5 demonstrates substantial improv…
eess.IV2020
Super-resolution of multispectral satellite images using convolutional neural networks
M. U. Müller, N. Ekhtiari, R. M. Almeida +1
Super-resolution aims at increasing image resolution by algorithmic means and has progressed over the recent years due to advances in the fields of computer vision and deep learnin…