Publications

This page includes highlighted publications. You can find the full list of published works at Google Scholar.

Current manuscripts under review:

Azari, A. R., Lockhart, J. W., Liemohn, M. W., and Jia, X. “Incorporating Physical Knowledge into Machine Learning for Planetary Space Physics”. Submitted in 2020.
Liemohn, M. W., Azari, A. R., Ganushkina, N. Y., and Rastatter, L. “The STONE curve: A ROC-derived model performance assessment tool”. Submitted in 2020. Preprint acessible at ESSOAr.
Azari, A. R., Allen, R. C., Liemohn, M. W., Jia, X., Dewey, R. M., Mitchell, D. G., Paranicas, C., and Sergis, N. “System Wide Evidence of Particle Loss and Acceleration around Saturn”. Submitted in 2020.

In print:

Are Saturn’s Interchange Injections Organized by Rotational Longitude?

Published in Journal of Geophysical Research: Space Physics, 2019

This work investigated if mass transport events most similar to Rayleigh-Taylor instabilities in Saturn’s space environment were related to ionospheric or upper atmopsheric conditions. To complete this work we undertook a large-scale data occurrence analyses to tease apart multiple dependencies.

Recommended citation: Azari, A. R., Jia, X., Liemohn, M. W., Hospodarsky, G. B., Provan, G., Ye, S. ‐Y., et al (2019). "Are Saturn's Interchange Injections Organized by Rotational Longitude?"Journal of Geophysical Research: Space Physics, 124. https://doi.org/10.1029/2018JA026196

Statistical study of the energetic proton environment at Titan’s orbit from the Cassini spacecraft

Published in Journal of Geophysical Research: Space Physics, 2018

This work produces a statistical study of the proton environement around Titan, the largest Saturnian moon.

Recommended citation: Regoli, L. H., Roussos, E., Dialynas, K., Luhmann, J. G., Sergis, N., Jia, X., Román, D., Azari, A. R., Krupp, N., Jones, G., Coates, A., and Rae, I. (2018). "Statistical study of the energetic proton environment at Titan'ss orbit from the Cassini spacecraft." Journal of Geophysical Research: Space Physics, 123, 4820–4834. https://doi.org/10.1029/2018JA025442

Interchange Injections at Saturn: Statistical Survey of Energetic H+ Sudden Flux Intensifications

Published in Journal of Geophysical Research: Space Physics, 2018

Featured article in July 2018 for novel interdisciplinary visualizations. The work within this paper developed a physics-based method most similar to logistic regression to rank and classify transient of energetic material around Saturn (interchange injections). This created the first standardized comparison to several statistical surveys undertaken to understand the transport of mass around Saturn.

Recommended citation: Azari, A. R., Liemohn, M. W., Jia, X., Thomsen, M. F., Mitchell, D. G., Sergis, N., et al. (2018). "Interchange injections at Saturn: Statistical survey of energetic H+ sudden flux intensifications." Journal of Geophysical Research: Space Physics, 123, 4692–4711. https://doi.org/10.1029/2018JA025391

Abigail Azari

Publications

Current manuscripts under review:

In print:

Are Saturn’s Interchange Injections Organized by Rotational Longitude?

Statistical study of the energetic proton environment at Titan’s orbit from the Cassini spacecraft

Interchange Injections at Saturn: Statistical Survey of Energetic H+ Sudden Flux Intensifications