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

<table>Q1C (the apparent heat source from convection) mean profiles on the test set produced by different NN ensemble members. The different curves presented in the figure correspond to different ensemble members; the thick solid line shows the verification data in the test set.</table>

Advances in Artificial Neural Systems

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Figure 5

Figure 5: 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 

Figure 5 | 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 