Fast, Scale-Adaptive, and Uncertainty-Aware Downscaling of Earth System Model Fields with Generative Foundation Models.
Philipp HessMichael AichBaoxiang PanNiklas BoersPublished in: CoRR (2024)
Keyphrases
- probabilistic model
- statistical models
- prior knowledge
- prediction model
- experimental data
- statistical model
- linear models
- classification models
- modeling framework
- hierarchical model
- computational model
- multiscale
- computer vision
- stochastic model
- linear model
- hybrid model
- mathematical model
- computational models
- analytical model
- predictive model
- autoregressive
- accurate models
- generative process
- parametric models
- monte carlo simulation
- mathematical models
- learning models
- formal model
- complex systems
- probability distribution
- similarity measure