| Review of Solar Energetic Particle Prediction Models K Whitman, R Egeland, IG Richardson, C Allison, P Quinn, J Barzilla, ... Advances in Space Research 72 (12), 5161-5242, 2023 | 37 | 2023 |
| Solar flare forecasting with deep neural networks using compressed full-disk HMI magnetograms C Pandey, RA Angryk, B Aydin 2021 IEEE International Conference on Big Data (Big Data), 1725-1730, 2021 | 18 | 2021 |
| Towards coupling full-disk and active region-based flare prediction for operational space weather forecasting C Pandey, A Ji, RA Angryk, M Georgoulis, B Aydin Frontiers in Astronomy and Space Sciences 9, 2022 | 13 | 2022 |
| Deep neural networks based solar flare prediction using compressed full-disk line-of-sight magnetograms C Pandey, RA Angryk, B Aydin Annual International Conference on Information Management and Big Data, 380-396, 2021 | 11 | 2021 |
| Beyond traditional flare forecasting: A data-driven labeling approach for high-fidelity predictions J Hong, A Ji, C Pandey, B Aydin International Conference on Big Data Analytics and Knowledge Discovery, 380-385, 2023 | 6 | 2023 |
| Explainable Deep Learning-based Solar Flare Prediction with post hoc Attention for Operational Forecasting”, October 2023, pp. 567–581. C Pandey, RA Angryk, MK Georgoulis, B Aydin Proceedings of the 26th International Conference on Discovery Science (DS2023), 2023 | 3* | 2023 |
| Explaining Full-disk Deep Learning Model for Solar Flare Prediction using Attribution Methods C Pandey, R Angryk, B Aydin ECML-PKDD 2023 (European Conference on Machine Learning and Principles and …, 2023 | 3 | 2023 |
| Exploring Deep Learning for Full-disk Solar Flare Prediction with Empirical Insights from Guided Grad-CAM Explanations C Pandey, A Ji, T Nandakumar, RA Angryk, B Aydin 10th IEEE International Conference on Data Science and Advanced Analytics …, 2023 | 2 | 2023 |
| A data-driven Labels for solar flare predictions J Hong, A Ji, C Pandey, B Aydin Harvard Dataverse, 2023 | 2 | 2023 |
| Exploring heuristics in full-disk aggregation from individual active region prediction of solar flares C Pandey, B Aydin, A Ji, RA Angryk, MK Georgoulis 44th COSPAR Scientific Assembly. Held 16-24 July 44, 3457, 2022 | 2 | 2022 |
| Training and Deployment of Predictive Models for Space Weather Forecasting: An Application on Full-disk and Active Region-based Flare Prediction C Pandey, A Ji, RA Angryk, MK Georgoulis, B Aydin AGU Fall Meeting 2021 - iPoster Session, 2021 | 1 | 2021 |
| An Innovative Solar Flare Metadata Collection for Space Weather Analytics J Hong, C Pandey, A Ji, B Aydin 2023 International Conference on Machine Learning and Applications (ICMLA …, 2023 | | 2023 |
| ML-Ready Benchmark Data Sets for Predicting Solar Flares and Eruptions: Necessity and Promise MK Georgoulis, J Hong, A Ji, C Pandey, S Rotti, J Wen, PC Martens, ... AGU23, 2023 | | 2023 |
| Enhancing Solar Flare Prediction with Innovative Data-Driven Labels J Hong, A Ji, C Pandey, B Aydin 2023 IEEE 5th International Conference on Cognitive Machine Intelligence …, 2023 | | 2023 |
| Unveiling the Potential of Deep Learning Models for Solar Flare Prediction in Near-Limb Regions C Pandey, RA Angryk, B Aydin arXiv preprint arXiv:2309.14483, 2023 | | 2023 |
| Towards Interpretable Solar Flare Prediction with Attention-based Deep Neural Networks C Pandey, A Ji, RA Angryk, B Aydin 2023 IEEE Sixth International Conference on Artificial Intelligence and …, 2023 | | 2023 |
| Insights into Deep Learning-based Full-disk Solar Flare Prediction with Post hoc Explanation and Evaluation C Pandey, T Adeyeha, T Nandakumar, A Rafal, B Aydin EarthCube 2023 - A GEOSCIENCE AND CYBERINFRASTRUCTURE WORKSHOP, 2023 | | 2023 |
| Extending the Capabilities of Operational Flare Forecasting S Shrestha, C Pandey, A Ji, RA Angryk, B Aydin 2022 Earthcube Annual Meeting - Poster Session, 2022 | | 2022 |
| 2023 IEEE 5th International Conference on Cognitive Machine Intelligence (CogMI)| 979-8-3503-2383-2/23/$31.00© 2023 IEEE| DOI: 10.1109/COGMI58952. 2023.00039 J Abernethy, F Afghah, NM Al-Fannah, T Ambadkar, T Andersen, ... | | |
Berkay AydınAssistant Professor at Georgia State UniversityVerified email at cs.gsu.edu
