Complex hybrid models combining deterministic and machine learning components as a new synergetic paradigm in numerical climate modeling and weather prediction. - Vladimir M. Krasnopolsky; Michael S. Fox-Rabinovitz (IJCNN, 2005)

Robustness of the NN Approach to emulating atmospheric long wave radiation in complex climate models. - Vladimir M. Krasnopolsky; Michael S. Fox-Rabinovitz; Ming-Dah Chou (IJCNN, 2005)

Ensemble of Neural Network Emulations for Climate Model Physics: The Impact on Climate Simulations. - Michael S. Fox-Rabinovitz; Vladimir M. Krasnopolsky; Alexei A. Belochitski (IJCNN, 2006)

Complex hybrid models combining deterministic and machine learning components for numerical climate modeling and weather prediction. - Vladimir M. Krasnopolsky; Michael S. Fox-Rabinovitz (Neural Networks, 2006)

Compound Parameterization for a Quality Control of Outliers and Larger Errors in Neural Network Emulations of Model Physics. - Vladimir M. Krasnopolsky; Michael S. Fox-Rabinovitz; Alexei A. Belochitski (IJCNN, 2007)

Using neural network emulations of model physics in numerical model ensembles. - Vladimir M. Krasnopolsky; Michael S. Fox-Rabinovitz; Alexei A. Belochitski (IJCNN, 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. - Vladimir M. Krasnopolsky; Michael S. Fox-Rabinovitz; Hendrik L. Tolman; Alexei A. Belochitski (Neural Networks, 2008)

Development of neural network convection parameterizations for numerical climate and weather prediction models using cloud resolving model simulations. - Vladimir M. Krasnopolsky; Michael S. Fox-Rabinovitz; Alexei A. Belochitski (IJCNN, 2010)

Tree approximation of the long wave radiation parameterization in the NCAR CAM global climate model. - Alexei A. Belochitski; Peter Binev; Ronald A. DeVore; Michael S. Fox-Rabinovitz; Vladimir M. Krasnopolsky; Philipp Lamby (J. Comput. Appl. Math., 2011)

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. - Vladimir M. Krasnopolsky; Michael S. Fox-Rabinovitz; Alexei A. Belochitski (Adv. Artif. Neural Syst., 2013)