Michael S. Fox‐Rabinovitz

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 Belochitski · Advances in Artificial Neural Systems · 2013 · 203 citations · Full text

Nn Convection Parameterization, Engineering, Neural Network +18

New Approach to Calculation of Atmospheric Model Physics: Accurate and Fast Neural Network Emulation of Longwave Radiation in a Climate Model

Vladimir M. Krasnopolsky, Michael S. Fox‐Rabinovitz, Dmitry Chalikov · Monthly Weather Review · 2005 · 201 citations

Engineering, Computational Model, Climate Modeling +23

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 · 190 citations

Climatology, Meteorology, Complex Hybrid Models +13

Consistent Vertical and Horizontal Resolution

Richard S. Lindzen, Michael S. Fox‐Rabinovitz · Monthly Weather Review · 1989 · 160 citations · Full text

Variable resolution general circulation models: Stretched‐grid model intercomparison project (SGMIP)

Michael S. Fox‐Rabinovitz, Jean Côté, B. Dugas et al. · Journal of Geophysical Research Atmospheres · 2006 · 101 citations

Engineering, Climate Modeling, Earth System Science +17