This notebook implements a hybrid CNN-LSTM architecture ("ATSFusion") to detect Halo CMEs using image data from the VELC instrument and time-series proton flux data from ASPEX.
- VELC: FITS-format solar images
- ASPEX: CDF-format proton flux time-series
โ Datasets not included in this repo due to size. Please contact [riyarathod415@gmail.com] for access or use your own formatted data. Dataset reference link: (https://pradan.issdc.gov.in/al1/protected/payload.xhtml)
- Install dependencies in a Jupyter/Colab environment.
- Update the VELC_DIR and ASPEX_DIR variables to point to your local dataset.
- Run all cells.