| 2010 | IJCNN | 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 |
| 2009 | IJCNN | How to deal with inhomogeneous outputs and high dimensionality of neural network emulations of model physics in numerical climate and weather prediction models. | Vladimir M. Krasnopolsky, Stephen J. Lord, Shrinivas Moorthi, Todd Spindler |
| 2008 | IJCNN | Using neural network emulations of model physics in numerical model ensembles. | Vladimir M. Krasnopolsky, Michael S. Fox-Rabinovitz, Alexei A. Belochitski |
| 2007 | IJCNN | 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 |
| 2006 | IJCNN | Ensemble of Neural Network Emulations for Climate Model Physics: The Impact on Climate Simulations. | Michael S. Fox-Rabinovitz, Vladimir M. Krasnopolsky, Alexei A. Belochitski |
| 2006 | IJCNN | Reducing Uncertainties in Neural Network Jacobians and Improving Accuracy of Neural Network Emulations with NN Ensemble Approaches. | Vladimir M. Krasnopolsky |
| 2006 | IJCNN | Using Neural Network to Enhance Assimilating Sea Surface Height Data into an Ocean Model. | Vladimir M. Krasnopolsky, Carlos J. Lozano, Deanna Spindler, Ilya Rivin, Desiraju B. Rao |
| 2005 | IJCNN | Special session panel discussion: methodological issues in the application of learning methods to climate modeling and Earth sciences. | Vladimir Cherkassky, Vladimir M. Krasnopolsky, Dimitri P. Solomatine, Julio J. Valds |
| 2005 | IJCNN | 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 |
| 2005 | IJCNN | 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 |
| 1999 | IJCNN | Using NNs to retrieve multiple geophysical parameters from satellite data. | Vladimir M. Krasnopolsky |