Papers

This repository contains the codes used and described in the following publications from April 2020 until February 2022 (from oldest to newest):

1. Bailey2020_L5DstPrediction - Bailey, R. L., Möstl, C., Reiss, M. A., Weiss, A. J., Amerstorfer, U. V., Amerstorfer, T., et al. (2020). Prediction of Dst during solar minimum using In situ measurements at L5. Space Weather, 18, e2019SW002424. https://doi.org/10.1029/2019SW002424
2. Moestl2020_PSP_rate - Möstl, C., Weiss, A. J., Bailey, R. L., Reiss, M. A., Amerstorfer, T., Hinterreiter, J., ..., Stansby, D. (2020, November). Prediction of the In Situ Coronal Mass Ejection Rate for Solar Cycle 25: Implications for Parker Solar Probe In Situ Observations. The Astrophysical Journal, 903(2), 92. https://doi.org/10.3847/1538-4357/abb9a1
3. Weiss2020_3DCORE - Weiss, A. J., Möstl, C., Amerstorfer, T., Bailey, R. L., Reiss, M. A., Hinterreiter, J., ..., Bauer, M. (2021, jan). Analysis of coronal mass ejection flux rope signatures using 3dcore and approximate bayesian computation. The Astrophysical Journal Supplement Series, 252(1), 9. Retrieved from https://doi.org/10.3847/1538-4365/abc9bd
4. Bailey2021_AmbSoWiML - Bailey, R. L., Reiss, M. A., Arge, C. N., Möstl, C., Henney, C. J., Owens, M. J., et al. (2021). Using gradient boosting regression to improve ambient solar wind model predictions. Space Weather, 19, e2020SW002673. https://doi.org/10.1029/2020SW002673
5. Reiss2021_MLrope - Reiss, M. A., Möstl, C., Bailey, R. L., Rüdisser, H. T., Amerstorfer, U. V., Amerstorfer, T., et al. (2021). Machine learning for predicting the Bz magnetic field component from upstream in situ observations of solar coronal mass ejections. Space Weather, 19, e2021SW002859. https://doi.org/10.1029/2021SW002859
6. Moestl2021_multipoint - Möstl, C., Weiss, A. J., Reiss, M. A., Amerstorfer, T., Bailey, R. L., Hinterreiter, J., ... Bale, S. D. (2022, jan). Multipoint interplanetary coronal mass ejections observed with solar orbiter, BepiColombo, parker solar probe, wind, and STEREO-A. The Astrophysical Journal Letters, 924(1), L6. https://doi.org/10.3847/2041-8213/ac42d0