Solar Flare Forecasting with Deep Neural Networks using Compressed Full-disk HMI Magnetograms. - Chetraj Pandey; Rafal A. Angryk; Berkay Aydin (IEEE BigData, 2021)

Deep Neural Networks Based Solar Flare Prediction Using Compressed Full-disk Line-of-sight Magnetograms. - Chetraj Pandey; Rafal A. Angryk; Berkay Aydin (SIMBig, 2021)

Towards Coupling Full-disk and Active Region-based Flare Prediction for Operational Space Weather Forecasting. - Chetraj Pandey; Anli Ji; Rafal A. Angryk; Manolis K. Georgoulis; Berkay Aydin (CoRR, 2022)

Towards Interpretable Solar Flare Prediction with Attention-based Deep Neural Networks. - Chetraj Pandey; Anli Ji; Rafal A. Angryk; Berkay Aydin (AIKE, 2023)

Enhancing Solar Flare Prediction with Innovative Data-Driven Labels. - Jinsu Hong; Anli Ji; Chetraj Pandey; Berkay Aydin (CogMI, 2023)

Beyond Traditional Flare Forecasting: A Data-driven Labeling Approach for High-fidelity Predictions. - Jinsu Hong; Anli Ji; Chetraj Pandey; Berkay Aydin (DaWaK, 2023)

Explainable Deep Learning-Based Solar Flare Prediction with Post Hoc Attention for Operational Forecasting. - Chetraj Pandey; Rafal A. Angryk; Manolis K. Georgoulis; Berkay Aydin (DS, 2023)

Exploring Deep Learning for Full-disk Solar Flare Prediction with Empirical Insights from Guided Grad-CAM Explanations. - Chetraj Pandey; Anli Ji; Trisha Nandakumar; Rafal A. Angryk; Berkay Aydin (DSAA, 2023)

An Innovative Solar Flare Metadata Collection for Space Weather Analytics. - Jinsu Hong; Chetraj Pandey; Anli Ji; Berkay Aydin (ICMLA, 2023)

Unveiling the Potential of Deep Learning Models for Solar Flare Prediction in Near-Limb Regions. - Chetraj Pandey; Rafal A. Angryk; Berkay Aydin (ICMLA, 2023)

Explaining Full-Disk Deep Learning Model for Solar Flare Prediction Using Attribution Methods. - Chetraj Pandey; Rafal A. Angryk; Berkay Aydin (ECML/PKDD (7), 2023)

Large Scale Evaluation of Deep Learning-based Explainable Solar Flare Forecasting Models with Attribution-based Proximity Analysis. - Temitope Adeyeha; Chetraj Pandey; Berkay Aydin (IEEE Big Data, 2024)

Towards Hybrid Embedded Feature Selection and Classification Approach with Slim-TSF. - Anli Ji; Chetraj Pandey; Berkay Aydin (DaWaK, 2024)

Embedding Ordinality to Binary Loss Function for Improving Solar Flare Forecasting. - Chetraj Pandey; Anli Ji; Jinsu Hong; Rafal A. Angryk; Berkay Aydin (DSAA, 2024)

Advancing Solar Flare Prediction Using Deep Learning with Active Region Patches. - Chetraj Pandey; Temitope Adeyeha; Jinsu Hong; Rafal A. Angryk; Berkay Aydin (ECML/PKDD (10), 2024)

TAMAG: A python library for Transformation and Augmentation of solar Magnetograms. - Temitope Adeyeha; Chetraj Pandey; Berkay Aydin (SoftwareX, 2025)