Chetraj Pandey

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 18

Top Topics

Learning Models

Weakly Supervised

Weather Forecast

Top Venues

Publications

Chetraj Pandey, Temitope Adeyeha, Jinsu Hong, Rafal A. Angryk, Berkay Aydin
Advancing Solar Flare Prediction using Deep Learning with Active Region Patches. CoRR (2024)
Anli Ji, Chetraj Pandey, Berkay Aydin
Towards Hybrid Embedded Feature Selection and Classification Approach with Slim-TSF. DaWaK (2024)
Chetraj Pandey, Rafal A. Angryk, Berkay Aydin
Explaining Full-disk Deep Learning Model for Solar Flare Prediction using Attribution Methods. CoRR (2023)
Chetraj Pandey, Anli Ji, Rafal A. Angryk, Berkay Aydin
Towards Interpretable Solar Flare Prediction with Attention-based Deep Neural Networks. AIKE (2023)
Jinsu Hong, Anli Ji, Chetraj Pandey, Berkay Aydin
Beyond Traditional Flare Forecasting: A Data-driven Labeling Approach for High-fidelity Predictions. DaWaK (2023)
Chetraj Pandey, Rafal A. Angryk, Berkay Aydin
Explaining Full-Disk Deep Learning Model for Solar Flare Prediction Using Attribution Methods. ECML/PKDD (7) (2023)
Chetraj Pandey, Anli Ji, Trisha Nandakumar, Rafal A. Angryk, Berkay Aydin
Exploring Deep Learning for Full-disk Solar Flare Prediction with Empirical Insights from Guided Grad-CAM Explanations. DSAA (2023)
Chetraj Pandey, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin
Explainable Deep Learning-Based Solar Flare Prediction with Post Hoc Attention for Operational Forecasting. DS (2023)
Chetraj Pandey, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin
Explainable Deep Learning-based Solar Flare Prediction with post hoc Attention for Operational Forecasting. CoRR (2023)
Chetraj Pandey, Anli Ji, Rafal A. Angryk, Berkay Aydin
Towards Interpretable Solar Flare Prediction with Attention-based Deep Neural Networks. CoRR (2023)
Chetraj Pandey, Rafal A. Angryk, Berkay Aydin
Unveiling the Potential of Deep Learning Models for Solar Flare Prediction in Near-Limb Regions. CoRR (2023)
Jinsu Hong, Chetraj Pandey, Anli Ji, Berkay Aydin
An Innovative Solar Flare Metadata Collection for Space Weather Analytics. ICMLA (2023)
Chetraj Pandey, Anli Ji, Trisha Nandakumar, Rafal A. Angryk, Berkay Aydin
Exploring Deep Learning for Full-disk Solar Flare Prediction with Empirical Insights from Guided Grad-CAM Explanations. CoRR (2023)
Chetraj Pandey, Rafal A. Angryk, Berkay Aydin
Unveiling the Potential of Deep Learning Models for Solar Flare Prediction in Near-Limb Regions. ICMLA (2023)
Jinsu Hong, Anli Ji, Chetraj Pandey, Berkay Aydin
Enhancing Solar Flare Prediction with Innovative Data-Driven Labels. CogMI (2023)
Chetraj Pandey, Anli Ji, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin
Towards Coupling Full-disk and Active Region-based Flare Prediction for Operational Space Weather Forecasting. CoRR (2022)
Chetraj Pandey, Rafal A. Angryk, Berkay Aydin
Deep Neural Networks Based Solar Flare Prediction Using Compressed Full-disk Line-of-sight Magnetograms. SIMBig (2021)
Chetraj Pandey, Rafal A. Angryk, Berkay Aydin
Solar Flare Forecasting with Deep Neural Networks using Compressed Full-disk HMI Magnetograms. IEEE BigData (2021)