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2021

A dynamical model of equatorial magnetosonic waves in the inner magnetosphere: A machine learning approach

Abstract Equatorial magnetosonic waves, together with chorus and plasmaspheric hiss, play key roles in the dynamics of energetic electron fluxes in the magnetosphere. Numerical models, developed following a first principles approach, that are used to study the evolution of high energy electron fluxes are mainly based on quasilinear diffusion. The application of such numerical codes requires statistical models for the distribution of key magnetospheric wave modes to estimate the appropriate diffusion coefficients. These waves ...

Boynton, R.; Walker, S.; Aryan, H.; Hobara, Y.; Balikhin, M.;

Published by: Journal of Geophysical Research: Space Physics      Published on: 06/2021

YEAR: 2021     DOI: https://doi.org/10.1029/2020JA028439

magnetosonic waves; Machine learning; NARMAX; Van Allen Probes



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