Alexei 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

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

Accurate and Fast Neural Network Emulations of Model Radiation for the NCEP Coupled Climate Forecast System: Climate Simulations and Seasonal Predictions*

Vladimir M. Krasnopolsky, Michael S. Fox‐Rabinovitz, Y. T. Hou et al. · Monthly Weather Review · 2009 · 96 citations · Full text

Engineering, Weather Forecasting, Climate Modeling +18

Decadal Climate Simulations Using Accurate and Fast Neural Network Emulation of Full, Longwave and Shortwave, Radiation

Vladimir M. Krasnopolsky, Michael S. Fox‐Rabinovitz, Alexei Belochitski · Monthly Weather Review · 2008 · 51 citations · Full text

Engineering, Computational Model, Weather Forecasting +19

Stretched-grid Model Intercomparison Project: decadal regional climate simulations with enhanced variable and uniform-resolution GCMs

Michael S. Fox‐Rabinovitz, Jean‐François Côté, B. Dugas et al. · Meteorology and Atmospheric Physics · 2008 · 44 citations

Climatology, Engineering, Uniform-resolution Gcms +8

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 et al. · Neural Networks · 2007 · 41 citations

Numerical Analysis, Parameterization, Nonlinear System Identification +14