Development of neural network convection parameterizations for numerical climate and weather prediction models using cloud resolving model simulations.
Vladimir M. KrasnopolskyMichael S. Fox-RabinovitzAlexei A. BelochitskiPublished in: IJCNN (2010)
Keyphrases
- neural network model
- neural network
- weather prediction
- probabilistic model
- prediction model
- generic model
- statistical model
- neural nets
- analytical model
- statistical methods
- simulation models
- experimental data
- linear model
- mathematical models
- back propagation
- mathematical model
- theoretical analysis
- statistical models
- accurate models
- simulation model
- computational model
- parametric models
- hybrid model
- learning models
- classification models
- backpropagation neural network
- recurrent neural networks
- sensitivity analysis
- neural model
- complex systems
- weather data
- agent based models
- multiple models
- bayesian framework
- predictive model
- process model
- parameter estimation
- cloud computing
- probability distribution
- long term
- high resolution
- image analysis
- case study