Watchman77/AR_Pure_SolarFlares_72h_Dataset: Initial public release – ICERAI 2026
Abstract
This is the first public release of the code and curated dataset used in the paper: "Prediction of Significant Solar Flare Using Bidirectional LSTMs" The release includes: AR-consistent 72-hour SHARP parameter time-series dataset (30-minute cadence) GOES flare association and labeling code Baseline ML and BiLSTM models Evaluation using TSS, HSS, ROC-AUC, and PR-AUC
Fields of Study & Subjects
Solar and Space Plasma Dynamics
Stock Market Forecasting Methods
Solar Radiation and Photovoltaics
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 9 February 2026