Note (2020/11/24), weblink for automatically retrieving solar wind parameters has been updated. Now CAT-PUMA is able to get the solar wind parameters automatically.

Note, from 2019.09, NASA has closed all external access to its FTP servers. Due to this, CAT-PUMA is no longer able to retrieve solar wind parameters automatically. Instead, you could manually type in the parameters.

CME Arrival Time Prediction Using Machine learning Algorithms

• CAT-PUMA-Manul.pdf: manual of how to perform a prediction with CAT-PUMA
• engine.obj: engine of the CAT-PUMA model
• cat_puma.py: example of how to predict the arrival time of a CME using the CAT-PUMA model
• cat_puma_qt.py: PyQT5 GUI for the CAT-PUMA model

• Liu et al., A New Tool for CME Arrival Time Prediction Using Machine Learning Algorithms: CAT-PUMA, ApJ, 2018 (https://arxiv.org/abs/1802.02803)