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ORCIDMichael S. Fox-Rabinovitz
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Journal Articles
- 2013
[j4]Vladimir M. Krasnopolsky, Michael S. Fox-Rabinovitz, Alexei A. Belochitski:
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: 485913:1-485913:13 (2013)- 2011
- [j3]Alexei A. Belochitski, Peter Binev, Ronald A. DeVore, Michael S. Fox-Rabinovitz, Vladimir M. Krasnopolsky, Philipp Lamby:
Tree approximation of the long wave radiation parameterization in the NCAR CAM global climate model. J. Comput. Appl. Math. 236(4): 447-460 (2011) - 2008
- [j2]Vladimir M. Krasnopolsky, Michael S. Fox-Rabinovitz, Hendrik L. Tolman, Alexei A. Belochitski:
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 21(2-3): 535-543 (2008) - 2006
- [j1]Vladimir M. Krasnopolsky, Michael S. Fox-Rabinovitz:
Complex hybrid models combining deterministic and machine learning components for numerical climate modeling and weather prediction. Neural Networks 19(2): 122-134 (2006)
Conference and Workshop Papers
- 2010
- [c4]Vladimir M. Krasnopolsky, Michael S. Fox-Rabinovitz, Alexei A. Belochitski:
Development of neural network convection parameterizations for numerical climate and weather prediction models using cloud resolving model simulations. IJCNN 2010: 1-8 - 2008
- [c3]Vladimir M. Krasnopolsky, Michael S. Fox-Rabinovitz, Alexei A. Belochitski:
Using neural network emulations of model physics in numerical model ensembles. IJCNN 2008: 1523-1530 - 2007
- [c2]Vladimir M. Krasnopolsky, Michael S. Fox-Rabinovitz, Alexei A. Belochitski:
Compound Parameterization for a Quality Control of Outliers and Larger Errors in Neural Network Emulations of Model Physics. IJCNN 2007: 391-395 - 2006
- [c1]Michael S. Fox-Rabinovitz, Vladimir M. Krasnopolsky, Alexei A. Belochitski:
Ensemble of Neural Network Emulations for Climate Model Physics: The Impact on Climate Simulations. IJCNN 2006: 4571-4576
Coauthor Index
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