Alexei A. Belochitski
According to our database1,
Alexei A. Belochitski
authored at least 7 papers
between 2006 and 2013.
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Bibliography
2013
Using Ensemble of Neural Networks to Learn Stochastic Convection Parameterizations for Climate and Numerical Weather Prediction Models from Data Simulated by a Cloud Resolving Model.
Adv. Artif. Neural Syst., 2013
2011
Tree approximation of the long wave radiation parameterization in the NCAR CAM global climate model.
J. Comput. Appl. Math., 2011
2010
Development of neural network convection parameterizations for numerical climate and weather prediction models using cloud resolving model simulations.
Proceedings of the International Joint Conference on Neural Networks, 2010
2008
Neural network approach for robust and fast calculation of physical processes in numerical environmental models: Compound parameterization with a quality control of larger errors.
Neural Networks, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
2007
Compound Parameterization for a Quality Control of Outliers and Larger Errors in Neural Network Emulations of Model Physics.
Proceedings of the International Joint Conference on Neural Networks, 2007
2006
Ensemble of Neural Network Emulations for Climate Model Physics: The Impact on Climate Simulations.
Proceedings of the International Joint Conference on Neural Networks, 2006