Machine learning

Boynton, R., Walker, S., Aryan, H., Hobara, Y., & Balikhin, M. (2021). A dynamical model of equatorial magnetosonic waves in the inner magnetosphere: A machine learning approach. Journal Of Geophysical Research: Space Physics, n/a, e2020JA028439. http://doi.org/https://doi.org/10.1029/2020JA028439 (Original work published June 2021)

Zhelavskaya, I., Aseev, N., & Shprits, Y. . Y. (2021). A combined neural network- and physics-based approach for modeling plasmasphere dynamics. Journal Of Geophysical Research: Space Physics, n/a, e2020JA028077. http://doi.org/https://doi.org/10.1029/2020JA028077 (Original work published February 2021)

Zhelavskaya, I., Shprits, Y., & c, M. (2017). Empirical modeling of the plasmasphere dynamics using neural networks. Journal Of Geophysical Research: Space Physics. http://doi.org/10.1002/2017JA024406 (Original work published October 2017)