CMIP X-MOS: Improving Climate Models with Extreme Model Output Statistics.
Vsevolod MorozovArtem GalliamovAleksandr LukashevichAntonina KurdukovaYury MaximovPublished in: CoRR (2023)
Keyphrases
- experimental data
- probabilistic model
- analytical model
- formal model
- model fitting
- probability distribution
- neural network model
- statistical methods
- process model
- prediction model
- classification models
- mathematical models
- statistical model
- mathematical model
- computational model
- parameter estimation
- modeling method
- prior knowledge
- statistical models
- monte carlo simulation
- stochastic model
- hybrid model
- model construction
- generic model
- multiple models
- long term
- hierarchical model
- model validation
- diffusion model
- domain models
- machine learning
- autoregressive
- learning models
- metamodel
- linear regression
- bayesian framework
- complex systems
- input data
- high level
- social networks