Ensemble downscaling in coupled solar wind-magnetosphere modeling for space weather forecasting.

M J OwensT S HorburyR T WicksS L McGregorN P SavaniM Xiong

Published in: Space weather : the international journal of research & applications (2014)

Solar wind models must be downscaled in order to drive magnetospheric models Ensemble downscaling is more effective than deterministic downscaling The magnetosphere responds nonlinearly to small-scale solar wind fluctuations.

Keyphrases

convolutional neural network
neural network
machine learning
monte carlo