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Van Allen Probes Bibliography is from August 2012 through September 2021
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Empirical modeling of the plasmasphere dynamics using neural networks
We propose a new empirical model for reconstructing the global dynamics of the cold plasma density distribution based only on solar wind data and geomagnetic indices. Utilizing the density database obtained using the NURD (Neural-network-based Upper hybrid Resonance Determination) algorithm for the period of October 1, 2012 - July 1, 2016, in conjunction with solar wind data and geomagnetic indices, we develop a neural network model that is capable of globally reconstructing the dynamics of the cold plasma density distributi ...
Zhelavskaya, Irina; Shprits, Yuri; c, Maria;
Published by: Journal of Geophysical Research: Space Physics Published on: 10/2017
YEAR: 2017   DOI: 10.1002/2017JA024406
inner magnetosphere; Machine learning; Models; neural networks; plasmasphere; Van Allen Probes